diff --git a/.cursorrules b/.cursorrules new file mode 100644 index 0000000..e4708b1 --- /dev/null +++ b/.cursorrules @@ -0,0 +1,122 @@ + +You are an expert in Julia language programming, data science, and numerical computing. + +Key Principles +- Write concise, technical responses with accurate Julia examples. +- Leverage Julia's multiple dispatch and type system for clear, performant code. +- Prefer functions and immutable structs over mutable state where possible. +- Use descriptive variable names with auxiliary verbs (e.g., is_active, has_permission). +- Use lowercase with underscores for directories and files (e.g., src/data_processing.jl). +- Favor named exports for functions and types. +- Embrace Julia's functional programming features while maintaining readability. + +Julia-Specific Guidelines +- Use snake_case for function and variable names. +- Use PascalCase for type names (structs and abstract types). +- Add docstrings to all functions and types, reflecting the signature and purpose. +- Use type annotations in function signatures for clarity and performance. +- Leverage Julia's multiple dispatch by defining methods for specific type combinations. +- Use the `@kwdef` macro for structs to enable keyword constructors. +- Implement custom `show` methods for user-defined types. +- Use modules to organize code and control namespace. + +Function Definitions +- Use descriptive names that convey the function's purpose. +- Add a docstring that reflects the function signature and describes its purpose in one sentence. +- Describe the return value in the docstring. +- Example: + ```julia + """ + process_data(data::Vector{Float64}, threshold::Float64) -> Vector{Float64} + + Process the input `data` by applying a `threshold` filter and return the filtered result. + """ + function process_data(data::Vector{Float64}, threshold::Float64) + # Function implementation + end + ``` + +Struct Definitions +- Always use the `@kwdef` macro to enable keyword constructors. +- Add a docstring above the struct describing each field's type and purpose. +- Implement a custom `show` method using `dump`. +- Example: + ```julia + """ + Represents a data point with x and y coordinates. + + Fields: + - `x::Float64`: The x-coordinate of the data point. + - `y::Float64`: The y-coordinate of the data point. + """ + @kwdef struct DataPoint + x::Float64 + y::Float64 + end + + Base.show(io::IO, obj::DataPoint) = dump(io, obj; maxdepth=1) + ``` + +Error Handling and Validation +- Use Julia's exception system for error handling. +- Create custom exception types for specific error cases. +- Use guard clauses to handle preconditions and invalid states early. +- Implement proper error logging and user-friendly error messages. +- Example: + ```julia + struct InvalidInputError <: Exception + msg::String + end + + function process_positive_number(x::Number) + x <= 0 && throw(InvalidInputError("Input must be positive")) + # Process the number + end + ``` + +Performance Optimization +- Use type annotations to avoid type instabilities. +- Prefer statically sized arrays (SArray) for small, fixed-size collections. +- Use views (@views macro) to avoid unnecessary array copies. +- Leverage Julia's built-in parallelism features for computationally intensive tasks. +- Use benchmarking tools (BenchmarkTools.jl) to identify and optimize bottlenecks. + +Testing +- Use the `Test` module for unit testing. +- Create one top-level `@testset` block per test file. +- Write test cases of increasing difficulty with comments explaining what is being tested. +- Use individual `@test` calls for each assertion, not for blocks. +- Example: + ```julia + using Test + + @testset "MyModule tests" begin + # Test basic functionality + @test add(2, 3) == 5 + + # Test edge cases + @test add(0, 0) == 0 + @test add(-1, 1) == 0 + + # Test type stability + @test typeof(add(2.0, 3.0)) == Float64 + end + ``` + +Dependencies +- Use the built-in package manager (Pkg) for managing dependencies. +- Specify version constraints in the Project.toml file. +- Consider using compatibility bounds (e.g., "Package" = "1.2, 2") to balance stability and updates. + +Code Organization +- Use modules to organize related functionality. +- Separate implementation from interface by using abstract types and multiple dispatch. +- Use include() to split large modules into multiple files. +- Follow a consistent project structure (e.g., src/, test/, docs/). + +Documentation +- Write comprehensive docstrings for all public functions and types. +- Use Julia's built-in documentation system (Documenter.jl) for generating documentation. +- Include examples in docstrings to demonstrate usage. +- Keep documentation up-to-date with code changes. + \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..526954d --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,17 @@ +{ + // 使用 IntelliSense 了解相关属性。 + // 悬停以查看现有属性的描述。 + // 欲了解更多信息，请访问: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "type": "julia", + "request": "launch", + "name": "Run active Julia file", + "program": "${file}", + "stopOnEntry": false, + "cwd": "${workspaceFolder}", + "juliaEnv": "${command:activeJuliaEnvironment}" + } + ] +} \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..6107323 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "editor.fontSize": 16 +} \ No newline at end of file diff --git a/DesignMind.md b/DesignMind.md new file mode 100644 index 0000000..0d74040 --- /dev/null +++ b/DesignMind.md @@ -0,0 +1,114 @@ +# LumpedHydro.jl 设计思路 + +## 这个包的目标是什么？ + +- 适用于概念性水文模型搭建，以及物理耦合的深度学习模型搭建 +- 继承superflex和MARRMoT各自的优缺点，构建新的水文模型构建框架，具体来说： + - 沿用superflex的构建框架，即element，node，network等 + - 沿用MARRMoT的flux function构建思路，使不同计算模块实现分类管理 + - **保证各模块的随机组合的可行性，当前计算模块可粗略分为SnowWater, SoilWater和RoutingStore三种** +- 提供区域多模型按权重预测（Node），提供半分布式水文模型搭建（Network） + +## 这个包的使用风格应该是什么样子的？ + +`flux -> Element -> Node -> Network` + +- Function根据参数不同分派不同函数计算 + + ``` + baseflow(i::NamedTuple, p::NamedTuple, sf::Function) + ``` +- 让概念性水文模型的搭建像torch，lux这样，每个中间通量的计算都应该是一个层 + + ```julia + model = build_unit( + name=name, + elements=elements + ) + + model = Unit( + name=name, + surface=surf_ele, + soil=soil_eles, + route=route_ele, + ) + ``` +- 每个element又是由多个flux function所组成的，包中已经内置了大量的flux function和构成的element + + ``` + func1 = flux_func(input...;params...) + element = Element( + func1, + func2; + params..., + config... + ) + ``` +- 构建模型中，应该有构建合理性的校验和提示功能，主要的提示功能就是对模型各层计算数据是否存在缺失的功能，并对于缺失的模块提出增加建议 +- 深度学习模型嵌入应该是作为特殊的function进行嵌入 +- Element是由多个function组合而成，要保证能使用既有的func也能使用自定义的func +- 一般而言模型自身不携带任何数据,一般通过外界参数输入或参数估计器输入 + +## Unit的特性 + +- unit将分为三个基础层:~~surface,soil,route~~ snow，surface, soil, free water, route +- surface层可以对应于,深度学习模型的input层,其中可能就是简单的信息传输,也可能会存在融雪模块需要ode计算 +- soil层可以包含多个element层,通常土壤的element都会认为时非线性水库,通常需要ode模块求解 +- route层由于lagflux的限制,无法参与其他element进行联合计算,同样部分route层也会涉及ode计算 + +### Surface层特性 + +- surface层接受气象要素的输入,包括降雨,潜在蒸发,气温,日照时常等 +- surface层的输出,全部统一名称为infiltration +- surface层还可以考虑一些不透水的情况,直接产出地表径流 + +### Soil层特性 + +- 受水箱模型的启发,soil层设计为可以包括多个element,设定为上下层等土壤分层 +- soil层第一层的输入需要与surface层对接,所以接受变量必须为infiltration +- soil层会根据层数得出不同数量的出流量,每个层基本对应一个中间计算模块 +- 水文模型的核心计算模块，通常代表模型的基本输入 +- 模型输出为flow，包括： + 1. 单一flow，如Exphydro + 2. Fastflow和Slowflow, 如GR4J + 3. Surfaceflow, Interflow, Baseflow三层 +- 模型输入需要统一，比如Infiltration，Pet + +### State Element的特性（或者是需求） + +influxes, outfluxes, statefluxes + +state elmement 有时候会有需求，即添加input flux和output flux从而灵活改变state flux的计算结果， + +但是这种可能会引入一些难以命名的变量(m50) + + +## 以后的一种构建方式 + +```julia + +bucket = @hydrobucket begin + @varaibles a b c d e f + @parameters k1 k2 + + @fluxes begin + b ~ a + k1 + c ~ b + k2 + [e, f] ~ model([b, c]) + end + + @states begin + d ~ b - c + end +end + +route = @hydroroute begin + @variables q + @parameters k + q ~ k * d +end + +model = @hydromodel begin + bucket, route +end +``` \ No newline at end of file diff --git a/LICENSE b/LICENSE deleted file mode 100644 index 89ab939..0000000 --- a/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2024 jing xin - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/Project.toml b/Project.toml deleted file mode 100644 index 03c54e9..0000000 --- a/Project.toml +++ /dev/null @@ -1,62 +0,0 @@ -name = "HydroModels" -uuid = "7e3cde01-c141-467b-bff6-5350a0af19fc" -authors = ["jingx <50790703+chooron@users.noreply.github.com>"] -version = "0.1.0" - -[deps] -Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697" -Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595" -BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" -CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" -CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" -ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" -ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" -DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" -DataInterpolations = "82cc6244-b520-54b8-b5a6-8a565e85f1d0" -Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" -DiffEqCallbacks = "459566f4-90b8-5000-8ac3-15dfb0a30def" -DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" -ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" -Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6" -Integrals = "de52edbc-65ea-441a-8357-d3a637375a31" -Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" -IterTools = "c8e1da08-722c-5040-9ed9-7db0dc04731e" -JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819" -LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" -LinearSolve = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae" -Lux = "b2108857-7c20-44ae-9111-449ecde12c47" -LuxCore = "bb33d45b-7691-41d6-9220-0943567d0623" -Measures = "442fdcdd-2543-5da2-b0f3-8c86c306513e" -ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78" -NNlib = "872c559c-99b0-510c-b3b7-b6c96a88d5cd" -NamedTupleTools = "d9ec5142-1e00-5aa0-9d6a-321866360f50" -Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba" -OptimizationBBO = "3e6eede4-6085-4f62-9a71-46d9bc1eb92b" -OptimizationOptimisers = "42dfb2eb-d2b4-4451-abcd-913932933ac1" -OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" -ParameterSchedulers = "d7d3b36b-41b8-4d0d-a2bf-768c6151755e" -Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" -ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca" -Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" -RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" -Reexport = "189a3867-3050-52da-a836-e630ba90ab69" -RuntimeGeneratedFunctions = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47" -SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462" -SciMLOperators = "c0aeaf25-5076-4817-a8d5-81caf7dfa961" -SciMLSensitivity = "1ed8b502-d754-442c-8d5d-10ac956f44a1" -SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" -StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3" -StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" -Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" -SymbolicUtils = "d1185830-fcd6-423d-90d6-eec64667417b" -Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7" -TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76" -Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - -[extras] -Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595" -CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" -DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" - -[target] -test = ["CSV", "DataFrames", "Aqua"] diff --git a/README.md b/README.md deleted file mode 100644 index 3a8027d..0000000 --- a/README.md +++ /dev/null @@ -1,50 +0,0 @@ -# HydroModels.jl - -## Overview - -HydroModels.jl is a modern hydrological modeling framework that extends and enhances SUPERFLEX's design philosophy. Built on Julia language and the SciML (Scientific Machine Learning) ecosystem, it combines flexible model construction with computational efficiency, particularly supporting deep learning integration in hydrological modeling. - -## Key Features - -- **Flexible Model Construction**: Supports development of lumped, semi-distributed, and distributed hydrological models -- **Deep Learning Integration**: Enables neural network integration for enhanced flux calculations and dynamic parameter estimation -- **Computational Efficiency**: Leverages Julia's high-performance capabilities and the SciML ecosystem -- **Gradient-Based Optimization**: Supports advanced parameter optimization techniques -- **Comprehensive Framework**: Provides tools for both traditional hydrological modeling and modern machine learning approaches - -## Framework Capabilities - -HydroModels.jl offers: -- Easy implementation and customization of hydrological models -- Integration with Julia's scientific computing ecosystem -- Support for various modeling approaches: - - Traditional conceptual models - - Neural network enhanced models - - Distributed hydrological systems - -## Case Studies - -The framework has been validated through various applications, including: -1. M50 Model Implementation -2. GR4J-based Distributed Hydrological Model - -## Getting Started - -Check out our tutorials to start using HydroModels.jl: -- [Run a Bucket Model](tutorials/run_a_bucket.md) -- [Run ExpHydro Model](tutorials/run_a_exphydro_model.md) - -## Installation - -```julia -using Pkg -Pkg.add("HydroModels") -``` - -## Contributing - -HydroModels.jl is an open-source project available on Github. We welcome contributions from the community to help advance deep learning applications in hydrology. - -## Documentation - -For detailed information about using HydroModels.jl, please refer to our comprehensive documentation and tutorials in this site. diff --git a/WorkLog.md b/WorkLog.md new file mode 100644 index 0000000..0566f88 --- /dev/null +++ b/WorkLog.md @@ -0,0 +1,166 @@ +# Coding Log + +- [X] 模型构建中需要调整fluxes的输入变量名称和输出变量名称 +- [X] fluxes的function返回值过于固定，不够灵活 +- [X] LAG Element无法参与整体ode的计算(可以参与计算但是兼容性很差,lagflux需要中间状态的缓冲计算) +- [X] SimpleFlux和HydroFlux无明显差异性 +- [X] 构建多个function时，系统无法实现根据不同参数实现function的参数分配 +- [X] 计算成本相对于普通计算成本显著加大 + - [X] 原element计算产生的时间成本为2s, 直接构建一个简单的方程为38ms左右, 采用mtk.jl为40ms左右,另加mtk系统构建时间8ms +- [X] 各种ODE如何各自进行计算的话会加大插值产生的计算成本多余 + - [X] 采用mtk.jl对element公式进行整合 +- [ ] ~~lagflux如何改造成mtk.jl~~ + - [ ] ~~lagflux改造成mtk的equations,在计算过程中其公式会不断发生改变~~ +- [X] mtk.jl貌似只能支持一对一输入输出(已解决) +- [X] **由于component的参数存在多重嵌套，在参数优化的定义中存在问题** +- [X] 当前需要找出ODEProblem在用ForwardDifferetial求解时存在的问题，需要构建一个demo来重现这个问题，猜测这个问题应该是可调参数与不可调参数引起的问题 +- [X] 需要将水文的三种模型进行拆分，LumpedHydro.jl, SpatialHydro.jl, ~~GridedHydro.jl~~ +- [X] routing function编写 +- [X] 创建模型搭建基础类 +- [X] 针对之前的模型进行ComponentArrays改造 +- [X] 0实参构建模型 +- [ ] 构建模型中，应该有构建合理性的校验和提示功能，主要的提示功能就是对模型各层计算数据是否存在缺失的功能，并对于缺失的模块提出增加建议 +- [X] 复现当前部分模型 +- [ ] web端口构造 +- [X] 在julia 1.10上完成部署 +- [ ] ~~StaticArrays或能够将性能进一步提升~~ + +- ~~ routing function的weight使用GuadGK.jl求解~~ + +- [X] 针对之前的模型进行ModelingToolkit改造 +- [X] **完善参数优化模块,包括模型参数优化,神经网络参数优化和混合参数优化** +- [ ] **提供自定义ODE求解,人为通过离散的方式求解,适应多数论文的计算,需要对比与DiscreteProblem之间的求解速度差距** +- [X] 将lag function嵌入至Node模块中 +- [ ] Node中添加参数共享的设置 +- [X] 将多个unit糅合到一块后应该如何表示参数，中间状态等参数，可以像lux.jl那样表示，比较清楚 +- [ ] Node和Network的并行计算 +- [ ] 搭建参数动态估计问题 +- [ ] 如何将水文通量(Flux)转换成一系列类似于MTKstandarylibrary.jl那样的模块 +- [X] input数据采用namedtuple类型,参数采用ComponentArray类型 +- [X] superflexpy中unit是否具有存在意义, unit简单来说就是多个element的组合,可以考虑直接用elements list替代 +- [X] 将input_names, output_names等信息通过函数调度，不作为模型存储的属性 +- [X] Node将取消坡面汇流功能,将坡面汇流功能直接写在elements中 +- [X] 参数信息的提取，可能需要进一步改进 +- [X] 模型输入包括输入和参数,其中输入类型为NamedTuple,而参数为ComponentArray +- [X] 增加flux的图计算功能，保证即使flux顺序是混乱的也能够得到结果，并提供element增加出入通量的能力 +- [ ] 构建node时提供构建信息 +- [ ] HBV计算结果有问题 +- [X] M50无法实现在mtk下计算，以及step=false下计算 +- [X] 将输入数据修改为StructArray类型 +- [ ] **~~根据macro提供一个自动生成模型计算的函数~~** +- [X] 根据计算网络结构迭代计算模型 +- [X] LumpedHydro.jl中不考虑Node这个结构了，这个结构直接移至到SpatialHydro.jl +- [X] stateflux生成临时函数时存在问题 +- [ ] sort_elements_by_topograph函数异常，或考虑不使用自动判断element计算顺序 +- [X] 新增dPL-HBV, ENN, ~~PRNN~~ +- [X] **~~NeuralFlux嵌入到dfunc无法生成耦合函数~~** + - 当前输入变量只能是@varaibles (v(t))[1:4]这种类型，但这种类型或无法实现变量的替换 + - 考虑的方法是将nnflux前所有flux套入至nnflux中，但这种方式不行，因为nnflux前面可能还有nnflux +- [X] 我想让Flux的构建方式能够更有可读性，就是输入输出变量用键值对来连接 + +- ~~ 我记得当前在mtk框架下仍然难以通过AutoZygote的测试，这一块需要进一步完善~~ + +- [X] 非mtk框架下由于多次使用namedtuple，模型的计算性能还是不够好 +- [ ] ~~记得本来采用StructArray，能够有效的避免反复计算带来的问题~~ +- [ ] 自定义base.show +- [ ] ~~Zygote虽然不能用于mutable array, 但是可以通过chainrule执行自定义的rrule规则~~（不能对矩阵内部进行替换） +- [X] optimize需要提供多组数据训练的功能 +- [ ] 当前optimization只针对于参数率定功能，后续可能会考虑 +- [ ] 提供实时更新、添加、删除以及提示信息（包括当前element的输入输出） +- [X] 当前lagflux仅起到了信息记录作用，或可以删除=>改成routeflux可以用于各种汇流计算 +- [X] neuralflux的参数或需要与其他参数独立出来，在分布式计算中不能对每个单元格都分配一个神经网络参数，故一般是一个统一的神经网络，所以参数类型为（ps=..., st=...., nn=...,） +- [ ] ~~模型输入的pas，三个主要键名：ps，st，nn~~ +- [ ] 参数输入校验工作 +- [X] Route 类型的构建 + - [X] 马斯京跟 + - [X] 单位线 + - [X] hydrodischarge +- [ ] 使用macro构建simpleflux， @simpleflux var => expr, @lagflux var=> (flux, unithydro, lagtime), @stateflux var => expr, @neuralflux var => (input, nn) ，参考代码(temp/mtk_marco.jl)： +- [X] 当前DataInterpolations.jl在v5.0.0版本才兼容，其他版本存在问题 +- [ ] DiscreteProblem似乎无法通过梯度优化 +- [X] 构建了flux的计算匿名函数与state一致，**这时候就需要额外构建针对lag flux的element了** +- [X] 中间计算转为matrix合并的方式存储信息,效率显著提高 +- [ ] 值得注意的是route flux可以分为两种，第一种类似于单位线这种，是在所有数据输入后才能计算出最终结果，第二种可以在一个时段后就可以得到汇流结果，比如马斯京根和cascade +- [X] 发现route这个过程可以理解成q_out转换为new_q_in的一个过程，不同就在于这个转换过程的不同 +- [X] 完成了routeflux的核心构建，实现route模块与routeflux模块的拆分 +- [X] 将routeflux细化成routeflux和unithydroflux两种类型 +- [ ] vectorflux求解方式好像更倾向于discrete求解 +- [ ] ~~将径流深(mm)转换为流量之后(m3/s),好像都不适用于continous solve, 这个需要进一步明确~~ +- [ ] 运行需要额外的需求,比如:分段运行(保存上一次运行的中间状态); 持续运行(更新每次计算状态) +- [ ] 需要添加log信息和运行状态展示,用于前端展示 +- [X] 马斯京根算法的连续性方程求解 +- [ ] 插值方法这类的时变函数,可以设计成一个TimeVaryingFlux, 这样就可以直接参与连续性方程的求解了,没有构建的必要，需要在生成function时注意t的输入 +- [X] 设置基于TimeVaryingFlux的插值Flux的可行性,由于对于不同模块,需要重新构建插值函数了,所以插值函数这块我认为是没必要构建的 +- [ ] 不同组的参数可能会分在不同组的ptypes下这个时候应该如何处理 +- [X] 可以将flux, implements, 这些内容单独弄一个库, 名为HydroModelLibrary.jl +- [ ] route这个涉及的计算大多是离散计算,因此不能执着于用连续方程的求解 +- [ ] SciMLOperators.jl待进一步研究,但是他还是不支持u的存储(限制于Zygote.jl) +- [X] routeflux可以采用一个route计算,每个routeflux能够反馈出不同的func,dfunc +- [ ] 加入macro编程，让书写更加简单 +- [ ] 需要考虑rapid这种类型的route如何写 +- [ ] GPU 支持 +- [ ] batch优化器功能的扩展 +- [ ] 计算状态非零设置 + +## 关键功能和实现技术 + +* [X] 基于julia多重分派的名称驱动代码风格，根据名称调用对应的flux + * [X] 该项目是以命名驱动为核心，但是在一些情况中创建一些并没有实际含义的变量 +* [X] Component基本计算实现, 涉及从某计算模块至整个流域汇流网络的计算 + * [X] 常微分方程求解(ModelingToolkit.jl, DifferentialEquations.jl) + * [X] 网络拓扑计算(Graphs.jl) +* [X] Component基础的param_optimize参数优化功能实现 + * [X] 参数优化 +* [X] 参数动态模拟估计，Time-vary parameter estimation +* [X] 神经网络耦合物理公式计算的混合参数优化(包括普通参数和神经网络参数) + +## 关于汇流计算的一些思考 + +vector-based河网汇流计算中, 设定了q_in, q_out, q_gen, 以及riv_st四种变量, + +在计算中: + +- 设定上游流域为i,下游为j, q_out(i,t-1)应该是作为下游入流量q_in(j,t), +- 其中q_out的计算应该包括两个部分,首先是该流域的入流的汇流计算结果,即: +- q_out(i,t) = route_func(q_in(i,t), riv_st(i,t)) + q_gen(i,t) +- q_out可以根据流域入流和河床状态计算出流量,此外还应当包括流域本身的产流量. + +在平衡计算中: + +- q_out(i,t-1)就可以作为q_in(j,t)来替换q_in(j,t-1) +- riv_st(i,t)=riv_st(i,t-1)+q_in(i,t)-q_out(i,t), 注q_gen没有显式参与计算,但其包括在下游j的q_in中参与计算的 + +关于汇流计算问题的定义,我认为河流汇流问题由于需要执行q_out在一定途径下转换为q_in的过程,而这个过程是不符合常微分方程的 + +### 关于汇流计算的一些新的思考 + +汇流计算可以分为两种,一种是离散型的计算,一种是连续型的计算: + +1. 离散型计算 + 离散性计算,是以马斯京根算法为代表,这类代码是根据上一个时段数据来计算当前时段的流量 + Qout(i,t+1) = Func(Qin(i,t+1), Qin(i,t), Qout(i,t),Qgen(i,t), spatial_info) + Qout(i,t+1) = Func(spatial(Qout(i,t+1)),spatial(Qout(i,t)),Qgen(i,t)) + 式中可以看出,Qin是由Qout转换而来,通常是根据空间的拓扑关系计算得到 + 这种问题的计算方式是采用DiscreteProblem来求解 +2. 连续型计算 + 连续型计算,是以单位线为代表,这类代码是根据当前时段数据来计算当前时段的流量 + Qout(i,t+1) = Func(Qin(i,t+1), Qin(i,t), Qout(i,t),Qgen(i,t), spatial_info) + Qout(i,t+1) = Func(spatial(Qout(i,t+1)),spatial(Qout(i,t)),Qgen(i,t)) + +### RouteFlux分类 + +RouteFlux可以分为两种类型: + +- 包括虚构状态,构建常微分方程的RouteFlux,命名为StateRouteFlux + 如: + 基于状态方程:ds/dt = I-Q + 然后Q是由S计算得到,Q=f(S;ps) +- 不包括虚构状态,构建的是流量的自相关关系的RouteFlux,命名为DynamicRouteFlux + 如Q(t+1) = f(Q(t);ps) + +## 类型的一些信息展示功能 + +类型信息展示可以分为两个大类: + +- 一种是应用层面的,给出模型输入需求,还有就是给出模型的输出成果信息,这种在编程上起到的作用会更多 +- 一种是理论层面的,需要给出计算公式，涉及的变量，参数有哪些，分别有什么作用 diff --git a/data/cemaneige/sample.csv b/data/cemaneige/sample.csv deleted file mode 100644 index dfcf106..0000000 --- a/data/cemaneige/sample.csv +++ /dev/null @@ -1,3654 +0,0 @@ -,date,min_temp,mean_temp,max_temp,precipitation,liquid_outflow,qsim,snowwater,thermal -0,1995-08-01,16.02,20.6,26.37,0.37,0.4045780846455927,0.37,0.0,0.0 -1,1995-08-02,16.48,21.19,28.77,0.03,0.0328036284847777,0.03,0.0,0.0 -2,1995-08-03,15.52,21.17,28.76,0.01,0.0109345428282592,0.01,0.0,0.0 -3,1995-08-04,15.73,21.23,28.36,0.01,0.0109345428282592,0.01,0.0,0.0 -4,1995-08-05,15.09,19.82000000000005,27.85,0.23,0.2514944850499631,0.23,0.0,0.0 -5,1995-08-06,15.32000000000005,19.43,25.37,17.46,19.091711778140677,17.46,0.0,0.0 -6,1995-08-07,13.68,16.75,19.73,13.35,14.597614675726115,13.35,0.0,0.0 -7,1995-08-08,11.13,13.01,14.51,16.07,17.571810325012635,16.07,0.0,0.0 -8,1995-08-09,12.18,14.94,17.61,0.03,0.0328036284847777,0.03,0.0,0.0 -9,1995-08-10,12.42,18.61,23.92,0.2,0.2186908565651852,0.2,0.0,0.0 -10,1995-08-11,15.21,17.97,22.82000000000005,4.48,4.89867518706015,4.48,0.0,0.0 -11,1995-08-12,15.31,18.3,21.7,0.47,0.5139235129281854,0.47,0.0,0.0 -12,1995-08-13,12.79,16.93,20.82000000000005,0.02,0.0218690856565185,0.02,0.0,0.0 -13,1995-08-14,12.17,16.25,21.0,0.03,0.0328036284847777,0.03,0.0,0.0 -14,1995-08-15,12.44,16.81,22.34,0.02,0.0218690856565185,0.02,0.0,0.0 -15,1995-08-16,12.52,17.57000000000005,24.15,0.0,0.0,0.0,0.0,0.0 -16,1995-08-17,9.650000000000034,16.34,22.6,0.0,0.0,0.0,0.0,0.0 -17,1995-08-18,11.03,16.59,22.79,0.0,0.0,0.0,0.0,0.0 -18,1995-08-19,12.68,17.45,25.08,0.08,0.0874763426260741,0.08,0.0,0.0 -19,1995-08-20,11.93,15.8,20.68,3.15,3.444380990901668,3.15,0.0,0.0 -20,1995-08-21,12.42,17.89,24.76,0.03,0.0328036284847777,0.03,0.0,0.0 -21,1995-08-22,12.69,16.25,22.16,5.3,5.7953076989774095,5.3,0.0,0.0 -22,1995-08-23,14.05,17.66,22.94,19.63,21.46450757187293,19.63,0.0,0.0 -23,1995-08-24,12.67,14.66,16.66,10.6,11.59061539795482,10.6,0.0,0.0 -24,1995-08-25,13.01,16.18,19.91,8.3,9.075670547455193,8.3,0.0,0.0 -25,1995-08-26,9.910000000000023,14.18,18.31,0.15,0.1640181424238889,0.15,0.0,0.0 -26,1995-08-27,8.710000000000036,14.18,19.09,13.23,14.466400161787009,13.23,0.0,0.0 -27,1995-08-28,8.270000000000039,9.490000000000007,11.39,8.3,9.075670547455193,8.3,0.0,0.0 -28,1995-08-29,8.19,10.36,13.07000000000005,1.24,1.3558833107041486,1.24,0.0,0.0 -29,1995-08-30,5.080000000000041,9.13,13.08,0.0,0.0,0.0,0.0,0.0 -30,1995-08-31,4.770000000000039,9.210000000000036,15.07000000000005,0.0,0.0,0.0,0.0,0.0 -31,1995-09-01,4.88,9.57000000000005,15.54,0.0,0.0,0.0,0.0,0.0 -32,1995-09-02,5.430000000000007,10.8,15.42,0.0,0.0,0.0,0.0,0.0 -33,1995-09-03,7.710000000000036,9.850000000000025,13.31,20.42,22.32833645530542,20.42,0.0,0.0 -34,1995-09-04,4.62,8.13,11.44,0.01,0.0109345428282592,0.01,0.0,0.0 -35,1995-09-05,5.9500000000000455,10.14,16.21,0.0,0.0,0.0,0.0,0.0 -36,1995-09-06,7.760000000000048,14.18,18.18,0.02,0.0218690856565185,0.02,0.0,0.0 -37,1995-09-07,10.02,11.54,15.63,37.72,41.24509554819394,37.72,0.0,0.0 -38,1995-09-08,9.5,11.13,11.97,16.51,18.052930209456047,16.51,0.0,0.0 -39,1995-09-09,8.31,10.68,14.37,0.01,0.0109345428282592,0.01,0.0,0.0 -40,1995-09-10,8.590000000000032,14.8,21.2,4.78,5.226711471907929,4.78,0.0,0.0 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-299,1996-05-26,11.92,13.34,15.05,15.2,16.643193371020732,15.200940465945566,0.00845804912491686,0.0 -300,1996-05-27,8.53000000000003,9.81,11.96,30.84,33.742492103606885,30.84084630253539,0.007611746589527799,0.0 -301,1996-05-28,4.300000000000011,9.710000000000036,14.24,0.01,0.0292140818712618,0.0107615776808023,0.0068501689087255005,0.0 -302,1996-05-29,8.5,13.78,18.92,0.0,0.0164142669752372,0.0006853433001616965,0.006164825608563804,0.0 -303,1996-05-30,12.93,17.83,23.25,0.0,0.0147427347887796,0.0006167469243853134,0.0055480786841784905,0.0 -304,1996-05-31,13.13,18.28,24.16,0.05,0.0679168786088002,0.050555021982470916,0.004993056701707574,0.0 -305,1996-06-01,11.11,13.17,15.44,13.07,14.30334760838132,13.070499479087681,0.004493577614027255,0.0 -306,1996-06-02,10.07000000000005,11.02,11.98,22.55,24.668088353925437,22.550449498218743,0.004044079395283139,0.0 -307,1996-06-03,10.18,13.28,17.28,0.0,0.0096120500501282,0.00040452170207239336,0.003639557693210745,0.0 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-317,1996-06-13,12.13,16.98,21.74,0.0,0.003325578304182,0.00014099345365711568,0.0012688028305162678,0.0 -318,1996-06-14,10.88,16.28,21.67,0.0,0.0029917804249204,0.0001268914812518075,0.0011419113492644602,0.0 -319,1996-06-15,11.32000000000005,16.82000000000005,22.48,0.0,0.0026915986860793,0.00011420020529069374,0.0010277111439737664,0.0 -320,1996-06-16,11.53,17.13,22.6,0.0,0.0024216263646773,0.00010277846126273291,0.0009249326827110336,0.0 -321,1996-06-17,11.41,17.55,23.22,0.0,0.0021788060356536,9.24992191375045e-05,0.0008324334635735291,0.0 -322,1996-06-18,12.56,18.24,23.92,0.0,0.0019603929882569,8.324816649022165e-05,0.0007491852970833075,0.0 -323,1996-06-19,14.11,18.73,24.33,0.0,0.0017639226190962,7.492243396571557e-05,0.0006742628631175918,0.0 -324,1996-06-20,10.91,15.26,18.84,0.29,0.3186889233621154,0.2900674294487236,0.0006068334143939744,0.0 -325,1996-06-21,8.37,13.07000000000005,17.0,27.17,29.71058104499796,27.170060685902968,0.0005461475114276697,0.0 -326,1996-06-22,6.38,7.900000000000034,9.25,3.04,3.3253861535289424,3.04005461682596,0.0004915306854675705,0.0 -327,1996-06-23,4.31,7.87,10.02,3.41,3.7298355395173592,3.4100491547491347,0.00044237593633296234,0.0 -328,1996-06-24,8.340000000000032,10.56,14.02,0.01,0.0119751843645376,0.010044238954899113,0.0003981369814338496,0.0 -329,1996-06-25,7.350000000000023,10.68,13.85,0.05,0.0556091700256162,0.05003981480076116,0.00035832218067269317,0.0 -330,1996-06-26,7.420000000000016,11.58,14.53,0.0,0.0008427119050472,3.583311118216766e-05,0.0003224890694905255,0.0 -331,1996-06-27,9.02000000000004,14.34,19.85,0.0,0.0007583610345825,3.224963036811327e-05,0.00029023943912241223,0.0 -332,1996-06-28,12.06,16.99,21.6,0.02,0.0225515460589884,0.02002902452987876,0.00026121490924365287,0.0 -333,1996-06-29,11.56,14.82000000000005,18.42,0.0,0.0006141621028411,2.6121965555115564e-05,0.0002350929436885373,0.0 -334,1996-06-30,11.26,14.15,17.13,2.08,2.274937611846819,2.0800235096788184,0.0002115832648703282,0.0 -335,1996-07-01,10.5,12.89,15.87,1.0,1.0939516817604502,1.00002115863789,0.00019042462698044916,0.0 -336,1996-07-02,5.960000000000036,10.36,12.83,0.0,0.0004476312797316,1.9042714933525387e-05,0.00017138191204692376,0.0 -337,1996-07-03,9.050000000000011,16.28,20.89,1.49,1.6296497270781949,1.4900171383955148,0.0001542435165320936,0.0 -338,1996-07-04,13.7,14.8,15.94,4.94,5.402026700050503,4.940015424517145,0.00013881899938811106,0.0 -339,1996-07-05,11.8,13.58,15.39,39.6,43.30111587375899,39.600013882033984,0.00012493696540209328,0.0 -340,1996-07-06,6.210000000000036,10.6,12.97,0.13,0.1424426912886454,0.13001249380511823,0.00011244316028387953,0.0 -341,1996-07-07,8.090000000000032,9.930000000000009,11.18,76.07,83.17933155596198,76.07001124440397,0.00010119875630747786,0.0 -342,1996-07-08,7.460000000000036,8.860000000000014,10.98,13.12,14.346358018093982,13.120010119946867,9.107880943896277e-05,0.0 -343,1996-07-09,8.170000000000016,11.48,14.75,0.0,0.0002140383288111,9.107938646397526e-06,8.197087079256524e-05,0.0 -344,1996-07-10,8.710000000000036,12.08,14.77,3.36,3.674199019650055,3.3600081971338183,7.37737369743485e-05,0.0 -345,1996-07-11,10.13,13.91,17.69,0.0,0.0001733622554468,7.37741155594465e-06,6.639632541840386e-05,0.0 -346,1996-07-12,11.55,16.59,21.69,0.0,0.0001560226572058,6.639663207198353e-06,5.97566622112055e-05,0.0 -347,1996-07-13,12.89,17.94,23.15,0.0,0.0001404176597067,5.975691060035011e-06,5.378097115117049e-05,0.0 -348,1996-07-14,15.19,19.67,24.84,0.0,0.0001263736810723,5.3781172346191775e-06,4.8402853916551315e-05,0.0 -349,1996-07-15,15.99,20.47,25.4,0.03,0.0329173630055413,0.030004840301688436,4.356255222811301e-05,0.0 -350,1996-07-16,13.93,19.26,24.88,0.0,0.0001023596170448,4.356268423195797e-06,3.920628380491721e-05,0.0 -351,1996-07-17,11.91,17.49,23.22,0.0,9.212247953979466e-05,3.920639072795963e-06,3.528564473212125e-05,0.0 -352,1996-07-18,11.03,16.83,23.16,0.0,8.29092792090989e-05,3.5285731339733123e-06,3.1757071598147944e-05,0.0 -353,1996-07-19,10.29,16.2,22.67,0.02,0.0219437032363974,0.02000317571417503,2.8581357423120414e-05,0.0 -354,1996-07-20,10.36,15.71,22.14,0.0,6.71551970609942e-05,2.858141424631568e-06,2.5723215998488848e-05,0.0 -355,1996-07-21,11.19,16.24,21.82000000000005,0.0,6.0439171251009286e-05,2.5723262025256677e-06,2.315088979596318e-05,0.0 -356,1996-07-22,13.85,19.39,24.72,0.0,5.4394844187894266e-05,2.3150927077630297e-06,2.083579708820015e-05,0.0 -357,1996-07-23,14.63,20.36,25.81,8.11,8.867963188745986,8.110002083582728,1.8752214359566182e-05,0.0 -358,1996-07-24,12.46,16.78,20.67,0.03,0.0328476877407757,0.030001875223882004,1.687699047756105e-05,0.0 -359,1996-07-25,11.09,16.73,22.65,0.0,3.965311254824137e-05,1.6877010290548288e-06,1.518928944850622e-05,0.0 -360,1996-07-26,14.2,18.6,23.67,0.02,0.0219047732813552,0.020001518930549703,1.367035889880405e-05,0.0 -361,1996-07-27,15.46,20.13,25.15,0.12,0.1312466326585355,0.1200013670371898,1.2303321708994197e-05,0.0 -362,1996-07-28,13.09,18.01,22.85,0.0,2.890673171064073e-05,1.2303332238420503e-06,1.1072988485152147e-05,0.0 -363,1996-07-29,14.53,19.81,25.79,4.16,4.54879583252062,4.160001107299702,9.965688783753563e-06,0.0 -364,1996-07-30,12.3,16.69,20.83,0.01,0.0109579571205916,0.010000996569569211,8.969119214542795e-06,0.0 -365,1996-07-31,13.04,17.91,24.04,0.0,2.107280157476448e-05,8.969124810308758e-07,8.07220673351192e-06,0.0 -366,1996-08-01,13.08,20.41,27.28,4.81,5.259534065864288,4.810000807221126,7.264985606903748e-06,0.0 -367,1996-08-02,13.33,17.47,23.76,1.35,1.4761803506990594,1.350000726498928,6.5384866790752655e-06,0.0 -368,1996-08-03,9.800000000000011,15.32000000000005,20.18,0.03,0.0328189904477344,0.03000065384896529,5.8846377137859046e-06,0.0 -369,1996-08-04,11.61,16.02,22.13,0.0,1.382574017726499e-05,5.884640122578517e-07,5.296173701528053e-06,0.0 -370,1996-08-05,12.14,16.8,21.74,17.67,19.32134962067883,17.670000529617568,4.766556136263063e-06,0.0 -371,1996-08-06,15.08,18.19,22.86,14.7,16.07378915635398,14.70000047665577,4.289900364595901e-06,0.0 -372,1996-08-07,11.79,16.04,20.53,0.1,0.1093555072000932,0.10000042899016448,3.860910200123227e-06,0.0 -373,1996-08-08,12.18,16.53,21.54,0.0,9.071014350235737e-06,3.860911237029138e-07,3.474819076420313e-06,0.0 -374,1996-08-09,13.83,19.39,25.54,0.01,0.0109427067319402,0.010000347481991632,3.127337084788908e-06,0.0 -375,1996-08-10,13.61,17.68,24.83,34.84,38.09595456116111,34.84000031273378,2.814603308278628e-06,0.0 -376,1996-08-11,11.02,14.97,18.15,19.69,21.53012144159168,19.69000028146039,2.5331429223453425e-06,0.0 -377,1996-08-12,11.32000000000005,12.77,14.57000000000005,14.85,16.23780205143437,14.850000253314336,2.279828585475418e-06,0.0 -378,1996-08-13,11.33,12.96,14.23,11.61,12.69500957992746,11.610000227982894,2.0518456907732114e-06,0.0 -379,1996-08-14,12.36,14.3,17.02,0.39,0.4264519909854996,0.3900002051845984,1.846661092410613e-06,0.0 -380,1996-08-15,10.35,15.3,20.2,0.03,0.0328079670972192,0.03000018466613296,1.6619949594484776e-06,0.0 -381,1996-08-16,10.49,15.59,22.7,0.03,0.0328075332338626,0.030000166199515156,1.4957954442895605e-06,0.0 -382,1996-08-17,11.08,16.99,24.12,0.0,3.514272465291945e-06,1.495795599923518e-07,1.3462158842972086e-06,0.0 -383,1996-08-18,12.47,17.43,24.27,0.02,0.0218722485003513,0.020000134621601037,1.2115942832611374e-06,0.0 -384,1996-08-19,12.82000000000005,18.43,24.36,0.03,0.0328064750431046,0.030000121159438536,1.0904348447238802e-06,0.0 -385,1996-08-20,14.27,18.6,24.57000000000005,0.09,0.0984134473559181,0.09000010904349275,9.813913519804662e-07,0.0 -386,1996-08-21,12.64,15.72,18.59,4.36,4.7674629788317295,4.3600000981391425,8.832522100828885e-07,0.0 -387,1996-08-22,10.63,13.64,16.72,6.55,7.162127627648841,6.550000088325226,7.949269836479795e-07,0.0 -388,1996-08-23,10.84,17.32000000000005,24.59,3.22,3.5209246583241214,3.220000079492703,7.154342808876194e-07,0.0 -389,1996-08-24,11.89,14.75,20.05,6.09,6.659138263271674,6.0900000715434315,6.438908492384521e-07,0.0 -390,1996-08-25,8.300000000000011,12.66,17.91,0.02,0.0218705984318063,0.02000006438908781,5.795017614306786e-07,0.0 -391,1996-08-26,8.32000000000005,12.22,17.77,0.03,0.03280498998228,0.030000057950178478,5.215515829516288e-07,0.0 -392,1996-08-27,8.890000000000043,12.83,17.21,10.71,11.710896594413216,10.710000052155161,4.6939642276432066e-07,0.0 -393,1996-08-28,6.2900000000000205,10.2,14.06,4.32,4.723723604620623,4.3200000469396445,4.224567789552509e-07,0.0 -394,1996-08-29,6.5,9.82000000000005,13.81,0.42,0.4592517913181115,0.4200000422456791,3.8021109981828926e-07,0.0 -395,1996-08-30,6.63,10.87,15.43,0.0,8.932779896682577e-07,3.8021110987392496e-08,3.4218998883089674e-07,0.0 -396,1996-08-31,8.510000000000048,11.76,16.55,0.02,0.0218698896066196,0.020000034218999697,3.079709891333006e-07,0.0 -397,1996-09-01,7.180000000000007,10.21,14.28,0.02,0.021869809211537,0.020000030797099572,2.771738895602203e-07,0.0 -398,1996-09-02,7.210000000000036,10.26,12.6,0.02,0.0218697368559764,0.02000002771738949,2.4945650006980057e-07,0.0 -399,1996-09-03,6.720000000000027,11.85,14.93,0.0,5.860794645189739e-07,2.4945650439842195e-08,2.2451084962995836e-07,0.0 -400,1996-09-04,8.54000000000002,12.28,16.34,0.0,5.274714795191419e-07,2.2451085313614168e-08,2.020597643163442e-07,0.0 -401,1996-09-05,8.510000000000048,13.55,21.05,0.02,0.0218695603808188,0.020000020205976715,1.8185378760070891e-07,0.0 -402,1996-09-06,4.330000000000041,10.87,20.06,0.02,0.0218695129083635,0.02000001818537899,1.6366840861059734e-07,0.0 -403,1996-09-07,3.4600000000000364,9.890000000000043,17.8,0.0,3.845266400300476e-07,1.6366841047392687e-08,1.4730156756320464e-07,0.0 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-723,1997-07-24,12.81,18.49,23.89,10.26,11.21890858073558,10.260000397217924,3.5749602180459337e-06,0.0 -724,1997-07-25,12.73,14.03,16.01,18.3,20.010274250207186,18.30000035749611,3.2174641073412146e-06,0.0 -725,1997-07-26,10.97,15.51,19.68,2.05,2.2416360663873243,2.0500003217464826,2.895717624597995e-06,0.0 -726,1997-07-27,13.16,17.32000000000005,21.97,0.03,0.0328529360556189,0.030000289571820785,2.6061458038108292e-06,0.0 -727,1997-07-28,14.48,18.48,23.88,0.0,4.437651898831344e-05,2.606146276262476e-07,2.3455311761845814e-06,0.0 -728,1997-07-29,14.48,18.55,23.87,0.0,3.993862832955468e-05,2.3455315588704004e-07,2.1109780202975416e-06,0.0 -729,1997-07-30,13.81,18.61,24.35,0.0,3.594457210307818e-05,2.1109783302730435e-07,1.8998801872702372e-06,0.0 -730,1997-07-31,13.83,16.66,20.94,0.27,0.2952650063212456,0.27000018998804387,1.7098921434351987e-06,0.0 -731,1997-08-01,13.58,14.83,16.7,0.73,0.798250741298464,0.7300001709892346,1.5389029087541873e-06,0.0 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-943,1998-03-01,1.0100000000000475,2.450000000000045,4.090000000000032,0.45,0.8495565845035631,0.6887434058803613,1.8462882406488985,0.0 -944,1998-03-02,-0.9699999999999704,2.3500000000000227,5.490000000000009,0.01,0.3994375372175993,0.2170275107537277,1.639260729895171,0.0 -945,1998-03-03,1.400000000000034,9.180000000000009,12.4,0.03,4.190890073921233,0.21261808361386828,1.4566426462813027,0.0 -946,1998-03-04,5.170000000000016,10.72,14.23,10.01,15.523058938313284,10.17042357244794,1.296219073833363,0.0 -947,1998-03-05,-0.75,3.06,7.330000000000041,0.0,0.5733347362214932,0.14130927661614864,1.1549097972172144,0.0 -948,1998-03-06,0.8300000000000409,7.590000000000032,12.79,0.0,2.6877218526948763,0.12476901629517448,1.03014078092204,0.0 -949,1998-03-07,1.9500000000000453,6.600000000000023,11.19,16.31,19.59600848514214,16.420395722317405,0.919745058604635,0.0 -950,1998-03-08,1.06,2.650000000000034,4.37,24.48,22.305929745630664,24.57785880679873,0.8218862518059046,0.0 -951,1998-03-09,-3.62,-0.6099999999999568,2.82000000000005,0.21,0.0480030895548946,0.09195652173913134,0.9399297300667733,-0.4574999999999676 -952,1998-03-10,-3.669999999999959,-0.0399999999999636,4.910000000000025,0.0,0.0,0.0,0.9399297300667733,-0.14437499999996461 -953,1998-03-11,-1.759999999999991,0.1899999999999977,2.07000000000005,11.9,2.535876814111845,6.5343287011811375,6.305601028885636,0.0 -954,1998-03-12,-3.0499999999999545,0.160000000000025,3.010000000000048,2.16,0.598758793694389,1.163483332478925,7.302117696406712,0.0 -955,1998-03-13,-5.25,-0.7199999999999704,4.460000000000036,0.02,0.0067257667768992,0.009186405767250298,7.312931290639462,-0.5399999999999778 -956,1998-03-14,-4.889999999999986,1.670000000000016,7.670000000000016,0.0,0.25124538537324,0.942296314008225,6.370634976631237,0.0 -957,1998-03-15,-0.3100000000000023,4.400000000000034,8.470000000000027,0.01,2.0380020917619466,0.929086458087391,5.451548518543846,0.0 -958,1998-03-16,-0.8299999999999841,4.07000000000005,11.62,0.0,1.6619865117914878,0.7518830466972263,4.69966547184662,0.0 -959,1998-03-17,-3.1399999999999864,3.32000000000005,12.59,0.0,1.07891353548803,0.6236028473022964,4.076062624544323,0.0 -960,1998-03-18,-3.7199999999999696,3.910000000000025,12.29,0.0,1.3607981755219525,0.5231753394759504,3.5528872850683726,0.0 -961,1998-03-19,-2.069999999999993,3.760000000000048,11.94,0.0,1.1942936863586875,0.4430944485471876,3.109792836521185,0.0 -962,1998-03-20,-3.099999999999966,3.5200000000000387,9.300000000000011,0.09,1.0547952197091526,0.44897645622751714,2.750816380293668,0.0 -963,1998-03-21,-2.319999999999993,2.8600000000000136,8.240000000000009,0.12,0.6445554492486764,0.425004153566806,2.4458122267268623,0.0 -964,1998-03-22,-3.2999999999999545,1.9300000000000068,9.58000000000004,0.0,0.2460526820889246,0.286192032926753,2.159620193800109,0.0 -965,1998-03-23,-4.159999999999968,0.5300000000000296,4.860000000000014,5.94,2.455667965662184,3.4662579982240906,4.633362195576019,0.0 -966,1998-03-24,-5.399999999999977,-1.1099999999999568,4.050000000000011,0.0,0.0,0.0,4.633362195576019,-0.8324999999999676 -967,1998-03-25,-5.42999999999995,0.2400000000000091,8.010000000000048,0.0,0.0,0.0,4.633362195576019,-0.02812499999998508 -968,1998-03-26,-5.12,3.930000000000007,9.590000000000032,0.0,1.3722221620517223,0.6126680714214983,4.020694124154521,0.0 -969,1998-03-27,3.0,6.87,12.26,0.0,2.831438895502763,0.5145200752167318,3.5061740489377895,0.0 -970,1998-03-28,2.640000000000043,9.480000000000018,18.21,0.0,3.8361177813475695,0.43612937082716696,3.0700446781106225,0.0 -971,1998-03-29,3.740000000000009,10.46,20.18,0.0,3.920931860274481,0.3725660371457859,2.6974786409648366,0.0 -972,1998-03-30,2.7800000000000296,9.470000000000027,17.55,0.0,3.1110019592373264,0.3203624838142246,2.377116157150612,0.0 -973,1998-03-31,1.2700000000000389,11.13,19.82000000000005,0.0,3.168135843400576,0.277017788322192,2.1000983688284203,0.0 -974,1998-04-01,5.050000000000011,8.25,12.05,2.13,4.465066665968795,2.370688697359439,1.8594096714689812,0.0 -975,1998-04-02,4.87,8.730000000000018,11.81,8.68,11.533254135009424,8.889990692449565,1.6494189790194151,0.0 -976,1998-04-03,5.590000000000032,12.67,18.07000000000005,25.99,31.138516551393792,26.173866289403744,1.4655526896156703,0.0 -977,1998-04-04,1.7200000000000273,2.910000000000025,4.240000000000009,1.93,2.2146296072366334,2.09149568952457,1.3040570000911005,0.0 -978,1998-04-05,3.260000000000048,5.37,8.730000000000018,4.46,5.843906194543066,4.602234838015432,1.1618221620756684,0.0 -979,1998-04-06,3.300000000000012,8.03000000000003,11.04,4.94,6.815289022642879,5.0655716469332255,1.0362505151424433,0.0 -980,1998-04-07,3.8600000000000136,4.680000000000007,5.78000000000003,16.4,18.61931814659427,16.511094516022258,0.925155999120184,0.0 -981,1998-04-08,3.82000000000005,6.28000000000003,10.07000000000005,4.15,5.470554157666578,4.248469340222935,0.8266866588972493,0.0 -982,1998-04-09,3.2700000000000387,6.03000000000003,10.78,11.27,13.155392112700882,11.35742247575025,0.7392641831469993,0.0 -983,1998-04-10,0.8799999999999955,2.0200000000000387,2.920000000000016,12.25,8.887685042738937,12.327727955823866,0.6615362273231337,0.0 -984,1998-04-11,-0.7199999999999704,0.5800000000000409,3.0300000000000296,11.64,5.3028681709947465,9.665743932508725,2.6357922948144084,0.0 -985,1998-04-12,-0.8700000000000045,0.4500000000000455,2.430000000000007,19.58,6.683419899095209,14.677588427895758,7.538203866918648,0.0 -986,1998-04-13,-3.75,-0.75,2.75,7.88,1.6954319576004135,3.333846153846154,12.084357713072494,-0.5625 -987,1998-04-14,-4.0499999999999545,1.94,4.340000000000032,1.16,0.946351288901981,1.9637659688436075,11.280591744228888,0.0 -988,1998-04-15,-0.3799999999999954,2.840000000000032,7.260000000000048,28.71,24.979609083096467,29.283135039801863,10.707456704427024,0.0 -989,1998-04-16,-0.1799999999999499,4.07000000000005,5.62,3.85,5.4478491172799615,5.62861242495178,8.928844279475245,0.0 -990,1998-04-17,-1.2199999999999704,3.140000000000043,6.860000000000014,32.61,25.454275284995592,29.99217427628289,11.546670003192354,0.0 -991,1998-04-18,-0.6299999999999955,0.4500000000000455,1.56,19.63,4.0731572502276,14.352599113075906,16.82407089011645,0.0 -992,1998-04-19,-1.6099999999999568,1.37,4.410000000000025,2.09,1.4423054740509091,2.662978075682787,16.25109281443366,0.0 -993,1998-04-20,0.8799999999999955,6.920000000000016,11.85,5.96,13.164246380263975,9.422176681796648,12.788916132637013,0.0 -994,1998-04-21,2.88,8.680000000000007,14.87,0.0,8.213884039879154,2.416590748031984,10.372325384605029,0.0 -995,1998-04-22,3.200000000000045,10.64,17.9,0.0,8.81537698596935,1.785595377264955,8.586730007340073,0.0 -996,1998-04-23,6.63,11.86,18.91,0.02,8.461175982850163,1.3915527650083703,7.215177242331702,0.0 -997,1998-04-24,4.75,8.920000000000016,12.26,0.0,5.4063602692084345,1.0836389295832989,6.131538312748403,0.0 -998,1998-04-25,5.7900000000000205,12.78,18.92,1.42,8.036625476671713,2.2946701785801715,5.256868134168231,0.0 -999,1998-04-26,7.87,12.71,17.95,6.9,13.011420321685996,7.617913692644132,4.538954441524099,0.0 -1000,1998-04-27,2.2700000000000387,3.82000000000005,7.5,17.31,19.84545192076656,17.90720382737626,3.941750614147836,0.0 -1001,1998-04-28,0.8600000000000136,4.800000000000011,7.720000000000027,0.4,2.073568679982745,0.9022532947485508,3.439497319399285,0.0 -1002,1998-04-29,3.75,9.04000000000002,12.99,0.0,3.127215097202871,0.426240269571665,3.01325704982762,0.0 -1003,1998-04-30,6.69,10.36,15.12,6.92,10.550703897759975,7.284484278373722,2.6487727714538973,0.0 -1004,1998-05-01,6.610000000000014,8.410000000000025,10.55,2.91,5.402001517634062,3.223680595858517,2.3350921755953804,0.0 -1005,1998-05-02,6.0400000000000205,8.420000000000016,11.02,2.07,4.241433802516382,2.3414379218156895,2.063654253779691,0.0 -1006,1998-05-03,6.0,10.46,14.23,0.63,2.85249875966709,0.8659887517322993,1.827665502047392,0.0 -1007,1998-05-04,3.160000000000025,7.930000000000007,12.12,0.0,1.51294882612318,0.20600212272824436,1.6216633793191475,0.0 -1008,1998-05-05,3.87,8.550000000000011,13.23,0.99,2.569801858199674,1.1704591877171273,1.4412041916020204,0.0 -1009,1998-05-06,3.230000000000018,7.840000000000032,11.94,0.29,1.570038615723011,0.44856852725542407,1.2826356643465964,0.0 -1010,1998-05-07,5.330000000000041,12.24,17.15,0.0,1.832270677579755,0.13970726928139152,1.142928395065205,0.0 -1011,1998-05-08,9.490000000000007,14.95,21.35,0.0,1.835744533414159,0.12337936802827335,1.0195490270369316,0.0 -1012,1998-05-09,8.960000000000036,15.35,21.34,0.0,1.4001952228716623,0.10918553335996503,0.9103634936769666,0.0 -1013,1998-05-10,10.86,16.88,23.68,0.0,1.106101218371931,0.09680122067559113,0.8135622730013754,0.0 -1014,1998-05-11,11.66,17.64,24.17,0.0,0.8958217679362392,0.08596029341090478,0.7276019795904707,0.0 -1015,1998-05-12,12.28,17.91,24.06,0.0,0.7390748078520942,0.07644273982603217,0.6511592397644386,0.0 -1016,1998-05-13,13.26,18.43,24.71,0.01,0.6294200466562083,0.07806532864943018,0.5830939111150084,0.0 -1017,1998-05-14,12.94,16.7,22.52,4.95,5.935998811130146,5.010674422787651,0.5224194883273576,0.0 -1018,1998-05-15,10.39,16.65,23.06,0.0,0.4469367112284531,0.05414039675446221,0.46827909157289543,0.0 -1019,1998-05-16,7.400000000000034,13.45,19.17,0.0,0.3844588531159585,0.04835325907676488,0.4199258324961306,0.0 -1020,1998-05-17,9.960000000000036,13.85,19.5,0.0,0.3327325212419937,0.04321918938548223,0.37670664311064833,0.0 -1021,1998-05-18,10.31,14.15,19.35,0.0,0.2894351663912458,0.038657776482512035,0.33804886662813627,0.0 -1022,1998-05-19,9.930000000000009,14.59,19.85,0.0,0.2528568644384061,0.03459979841460159,0.3034490682135347,0.0 -1023,1998-05-20,10.22,15.21,20.87,0.0,0.2217114843692043,0.030985425155719247,0.27246364305781545,0.0 -1024,1998-05-21,9.08000000000004,14.2,18.5,0.0,0.195013471184015,0.02776275340687692,0.24470088965093853,0.0 -1025,1998-05-22,4.470000000000027,11.05,17.09,0.0,0.1719951658829897,0.024886604348130052,0.21981428530280847,0.0 -1026,1998-05-23,5.020000000000039,10.57000000000005,16.16,0.0,0.152049948822794,0.02231753105516834,0.19749675424764013,0.0 -1027,1998-05-24,5.63,10.97,16.05,0.0,0.1346922828622041,0.020020994216496543,0.17747576003114357,0.0 -1028,1998-05-25,6.07000000000005,11.46,16.69,0.01,0.130463626790722,0.027966673814077393,0.15950908621706616,0.0 -1029,1998-05-26,8.840000000000032,11.9,14.7,3.73,4.184823323063637,3.7461278913164002,0.14338119490066584,0.0 -1030,1998-05-27,9.53000000000003,12.07000000000005,16.27,18.92,20.78271122334459,18.934481122223808,0.12890007267686115,0.0 -1031,1998-05-28,8.170000000000016,11.28,14.99,11.65,12.823002635206894,11.663005582898775,0.11589448977808714,0.0 -1032,1998-05-29,7.170000000000016,10.97,13.69,0.49,0.6109583817184506,0.5016828788005321,0.10421161097755509,0.0 -1033,1998-05-30,10.09,15.28,20.86,0.04,0.1108546410665745,0.05049670373952113,0.09371490723803395,0.0 -1034,1998-05-31,5.2000000000000455,9.760000000000048,12.72,5.09,5.625661803425686,5.099432581734242,0.08428232550379121,0.0 -1035,1998-06-01,8.75,15.82000000000005,19.64,0.0,0.0536414713113525,0.008477644611420981,0.07580468089237023,0.0 -1036,1998-06-02,8.760000000000048,16.68,22.79,11.63,12.764878335372147,11.637620439731954,0.06818424116041655,0.0 -1037,1998-06-03,10.35,15.57000000000005,19.2,0.04,0.0867244058340159,0.04685076321922812,0.06133347794118843,0.0 -1038,1998-06-04,14.19,19.49,24.71,0.03,0.0713160581011345,0.036159514866371215,0.055173963074817214,0.0 -1039,1998-06-05,16.16,20.96,27.25,0.0,0.0345204643879336,0.005538571545899996,0.049635391528917217,0.0 -1040,1998-06-06,14.4,17.94,22.42,7.73,8.483356885536594,7.734980676470793,0.04465471505812422,0.0 -1041,1998-06-07,7.79000000000002,11.88,15.02,10.72,11.749598631499712,10.724479342084935,0.040175372973189474,0.0 -1042,1998-06-08,8.390000000000043,12.88,16.77,0.0,0.0249185528363007,0.004028764712521881,0.036146608260667595,0.0 -1043,1998-06-09,11.26,16.87,21.15,1.66,1.8375017569646608,1.663623749385551,0.03252285887511659,0.0 -1044,1998-06-10,9.37,12.13,15.17,23.01,25.180466330571274,23.013259643507926,0.029263215367192393,0.0 -1045,1998-06-11,5.910000000000025,8.410000000000025,11.34,11.16,12.220986361778454,11.162932278213514,0.026330937153677906,0.0 -1046,1998-06-12,3.5200000000000387,6.25,8.450000000000045,9.23,10.108784965229727,9.232637916441298,0.02369302071238067,0.0 -1047,1998-06-13,5.860000000000014,10.62,14.42,2.55,2.8028651611146733,2.5523732068894236,0.021319813822956835,0.0 -1048,1998-06-14,8.490000000000009,10.91,14.57000000000005,11.67,12.773692359008828,11.672135143126745,0.019184670696211697,0.0 -1049,1998-06-15,8.100000000000023,10.27,13.17,16.09,17.60543589556241,16.091921027238694,0.017263643457517283,0.0 -1050,1998-06-16,4.470000000000027,9.680000000000009,13.5,0.01,0.0215022051443281,0.011728437467774497,0.015535205989742788,0.0 -1051,1998-06-17,5.890000000000043,11.2,15.84,0.0,0.009500249424831,0.0015551993797273114,0.013980006610015475,0.0 -1052,1998-06-18,8.69,13.94,19.0,0.0,0.0085416183830631,0.0013993601468857972,0.012580646463129678,0.0 -1053,1998-06-19,12.95,17.82000000000005,22.69,0.0,0.0076804984665904,0.0012591655919262728,0.011321480871203405,0.0 -1054,1998-06-20,14.27,20.43,26.64,0.0,0.0069068219287427,0.0011330396796547118,0.010188441191548693,0.0 -1055,1998-06-21,17.09,21.67,27.65,0.0,0.0062115889177115,0.0010195661827263243,0.009168875008822368,0.0 -1056,1998-06-22,12.38,17.29,20.77,0.0,0.0055867488112137,0.000917472280266865,0.008251402728555504,0.0 -1057,1998-06-23,10.16,16.15,20.67,0.0,0.005025095746395,0.0008256138770257814,0.007425788851529723,0.0 -1058,1998-06-24,13.79,18.65,23.55,0.0,0.0045201764630479,0.0007429624556023588,0.006682826395927364,0.0 -1059,1998-06-25,14.81,17.7,22.15,0.51,0.561727893101022,0.5106685932959946,0.006014233099932792,0.0 -1060,1998-06-26,14.3,16.63,18.71,0.46,0.5066469799969828,0.4606016749156855,0.0054125581842473435,0.0 -1061,1998-06-27,15.41,18.75,24.2,3.6,3.939726349849365,3.6005414596000893,0.004871098584158194,0.0 -1062,1998-06-28,10.37,15.55,19.61,0.0,0.0029608046871482,0.000487274907754079,0.004383823676404115,0.0 -1063,1998-06-29,11.42,16.66,22.06,0.0,0.0026638873592672,0.00043851604753821497,0.003945307628865901,0.0 -1064,1998-06-30,11.59,16.61,21.9,0.02,0.0242659068143755,0.020394639036266374,0.003550668592599525,0.0 -1065,1998-07-01,13.68,18.95,25.09,15.13,16.546119889735692,15.13035515455535,0.0031955140372504015,0.0 -1066,1998-07-02,13.42,15.74,18.75,1.03,1.1281983987846258,1.0303196224336586,0.0028758916035918065,0.0 -1067,1998-07-03,10.5,13.68,16.97,12.57,13.746466414320828,12.570287646691764,0.0025882449118283493,0.0 -1068,1998-07-04,8.510000000000048,13.93,18.3,0.0,0.0015711801716503,0.0002588710895487027,0.0023293738222796468,0.0 -1069,1998-07-05,10.78,15.89,20.7,0.0,0.0014138264376203,0.0002329751253942229,0.0020963986968854237,0.0 -1070,1998-07-06,12.61,17.71,23.1,0.0,0.0012722529215775,0.0002096704405524175,0.001886728256333006,0.0 -1071,1998-07-07,8.230000000000018,13.54,18.02,1.2,1.3132900124565243,1.2001886975872305,0.001698030669102403,0.0 -1072,1998-07-08,8.580000000000041,12.08,15.34,0.0,0.0010302605930257,0.00016982312321910738,0.0015282075458832956,0.0 -1073,1998-07-09,9.920000000000016,15.11,18.56,0.12,0.1321416471110903,0.1201528369997721,0.0013753705461111924,0.0 -1074,1998-07-10,12.86,15.62,19.5,1.81,1.979986589683159,1.8101375502128991,0.0012378203332120566,0.0 -1075,1998-07-11,12.24,15.25,18.33,0.27,0.295983493876303,0.27012379269130793,0.0011140276419041519,0.0 -1076,1998-07-12,11.7,18.45,24.25,0.0,0.0006756999234514,0.00011141139699445923,0.0010026162449096926,0.0 -1077,1998-07-13,8.87,15.59,21.58,7.01,7.665722608938021,7.010100268616942,0.000902347627967862,0.0 -1078,1998-07-14,8.080000000000041,12.35,16.65,0.0,0.0005472423818039,9.024042659420396e-05,0.000812107201373658,0.0 -1079,1998-07-15,7.94,12.68,17.18,0.0,0.0004924895429561,8.121530774928412e-05,0.0007308918936243739,0.0 -1080,1998-07-16,10.98,15.95,18.68,0.08,0.0879195600506618,0.08007309290528145,0.0006577989883429305,0.0 -1081,1998-07-17,15.15,18.5,21.57000000000005,0.0,0.0003988769210287,6.578290869468233e-05,0.0005920160796482482,0.0 -1082,1998-07-18,14.04,19.43,23.93,0.0,0.0003589740337458,5.920404592695046e-05,0.0005328120337212977,0.0 -1083,1998-07-19,18.05,23.79,29.72,1.74,1.9029335164403431,1.7400532831781033,0.00047952885561791756,0.0 -1084,1998-07-20,19.7,24.9,30.85,0.0,0.0002907479228211,4.795448508093068e-05,0.0004315743705369869,0.0 -1085,1998-07-21,16.38,20.51,25.38,0.0,0.0002616650568964,4.3158732654597577e-05,0.0003884156378823893,0.0 -1086,1998-07-22,13.93,19.62,24.6,0.0,0.0002354920119264,3.884261321796605e-05,0.0003495730246644232,0.0 -1087,1998-07-23,16.58,22.08,28.39,0.0,0.0002119375141865,3.495815249941763e-05,0.0003146148721650056,0.0 -1088,1998-07-24,15.06,20.37,25.33,0.0,0.0001907394727612,3.146217573949002e-05,0.00028315269642551557,0.0 -1089,1998-07-25,14.11,19.55,25.47,0.0,0.0001716620507231,2.8315827343460772e-05,0.0002548368690820548,0.0 -1090,1998-07-26,16.08,22.29,28.67,11.75,12.848242316235831,11.750025484138645,0.00022935273043809005,0.0 -1091,1998-07-27,13.18,15.32000000000005,17.32000000000005,26.44,28.91107027936594,26.44002293563895,0.00020641709148975745,0.0 -1092,1998-07-28,13.92,15.37,17.66,3.35,3.663196982924011,3.3500206420055307,0.00018577508595916833,0.0 -1093,1998-07-29,13.82000000000005,17.14,20.61,0.58,0.6343161044548993,0.5800185777486642,0.00016719733729491068,0.0 -1094,1998-07-30,14.82000000000005,19.01,24.7,0.72,0.7873884407975523,0.7200167199281843,0.00015047740911062194,0.0 -1095,1998-07-31,13.57000000000005,17.06,20.78,0.07,0.076633020263207,0.07001504789841904,0.00013542951069158072,0.0 -1096,1998-08-01,11.98,13.55,14.99,14.47,15.822365570115249,14.47001354307865,0.0001218864320412564,0.0 -1097,1998-08-02,11.62,12.17,12.86,16.43,17.96552775404791,16.430012188746545,0.00010969768549660244,0.0 -1098,1998-08-03,10.84,13.75,16.72,0.02,0.0219355836312394,0.020010969852255332,9.872783324127197e-05,0.0 -1099,1998-08-04,11.21,17.85,22.28,0.01,0.0109943905831602,0.010009872851125605,8.885498211566685e-05,0.0 -1100,1998-08-05,9.5,17.41,23.8,0.0,5.386263731363912e-05,8.885553130679985e-06,7.996942898498688e-05,0.0 -1101,1998-08-06,9.420000000000016,16.59,25.02,0.0,4.847609648671118e-05,7.996987382919361e-06,7.197244160206752e-05,0.0 -1102,1998-08-07,10.14,17.69,26.08,0.0,4.362826239298679e-05,7.1972801925429556e-06,6.477516140952456e-05,0.0 -1103,1998-08-08,12.64,20.75,28.02,0.02,0.0219083509108734,0.02000647754532711,5.8297616082412246e-05,0.0 -1104,1998-08-09,17.37,23.38,30.67,0.01,0.0109698814099229,0.010005829785249007,5.246783083340521e-05,0.0 -1105,1998-08-10,14.85,22.64,31.39,0.0,3.180460422104165e-05,5.246802232343572e-06,4.722102860106164e-05,0.0 -1106,1998-08-11,15.57000000000005,23.68,32.04,0.0,2.862404718583728e-05,4.7221183707860555e-06,4.2498910230275585e-05,0.0 -1107,1998-08-12,12.76,22.83,32.02,37.07,40.5343760259213,37.07000424990359,3.824900664360649e-05,0.0 -1108,1998-08-13,11.57000000000005,16.97,23.74,0.04,0.0437613566574399,0.0400038249108409,3.4424095802702876e-05,0.0 -1109,1998-08-14,11.75,16.98,23.1,0.0,2.0866758619313377e-05,3.4424178232652147e-06,3.098167797943766e-05,0.0 -1110,1998-08-15,13.55,19.43,26.96,0.02,0.021887865697688,0.020003098174474765,2.7883503504671557e-05,0.0 -1111,1998-08-16,14.49,19.57000000000005,27.02,0.0,1.6902003366495408e-05,2.7883557586906593e-06,2.50951477459809e-05,0.0 -1112,1998-08-17,14.56,20.22,28.12,2.88,3.149163546314412,2.880002509519155,2.258562859072366e-05,0.0 -1113,1998-08-18,12.85,16.81,21.74,0.26,0.2843118041108095,0.2600022585664074,2.032706218331876e-05,0.0 -1114,1998-08-19,12.96,17.76,23.58,0.0,1.2321500559728723e-05,2.0327090924802257e-06,1.8294353090838534e-05,0.0 -1115,1998-08-20,13.4,17.56,23.0,0.0,1.1089336003197825e-05,1.8294376371432852e-06,1.6464915453695248e-05,0.0 -1116,1998-08-21,13.66,14.74,17.24,16.36,17.888922047422813,16.36000164649343,1.4818422022598116e-05,0.0 -1117,1998-08-22,13.6,15.02,15.76,24.6,26.89898433985987,24.60000148184373,1.3336578292899331e-05,0.0 -1118,1998-08-23,10.1,14.47,18.84,0.56,0.6123424824826829,0.5600013336590666,1.2002919226384114e-05,0.0 -1119,1998-08-24,9.720000000000027,11.92,14.5,28.07,30.69326899460766,28.070001200292925,1.080262630159343e-05,0.0 -1120,1998-08-25,8.090000000000032,12.94,18.75,0.0,6.548110459091965e-06,1.0802634419025343e-06,9.722362859690895e-06,0.0 -1121,1998-08-26,8.980000000000018,14.06,20.41,0.01,0.0109404361235771,0.01000097223694348,8.750125916209931e-06,0.0 -1122,1998-08-27,5.4500000000000455,10.69,15.34,0.0,5.303962468837576e-06,8.750131242055319e-07,7.8751127920044e-06,0.0 -1123,1998-08-28,5.220000000000027,9.760000000000048,15.94,0.0,4.773563535007849e-06,7.87511710593858e-07,7.087601081410541e-06,0.0 -1124,1998-08-29,4.710000000000036,9.610000000000014,16.35,0.0,4.296205005083078e-06,7.087604575696803e-07,6.378840623840861e-06,0.0 -1125,1998-08-30,4.920000000000016,11.41,18.77,0.0,3.866582741672979e-06,6.378843454212422e-07,5.740956278419619e-06,0.0 -1126,1998-08-31,7.760000000000048,15.71,23.51,0.0,3.479923039556425e-06,5.740958571020358e-07,5.166860421317583e-06,0.0 -1127,1998-09-01,13.24,17.95,23.64,0.0,3.1319295789627554e-06,5.166862278324016e-07,4.650174193485181e-06,0.0 -1128,1998-09-02,15.01,19.77,24.57000000000005,15.94,17.42966408698095,15.940000465017569,4.185156623719154e-06,0.0 -1129,1998-09-03,9.150000000000034,13.69,17.49,2.24,2.449340130391432,2.2400004185157845,3.7666408395090648e-06,0.0 -1130,1998-09-04,9.62,14.04,18.3,42.66,46.646761988528624,42.66000037666418,3.389976656869244e-06,0.0 -1131,1998-09-05,10.96,12.95,15.58,7.26,7.938480148172873,7.260000338997745,3.0509789112443037e-06,0.0 -1132,1998-09-06,9.660000000000023,13.0,17.55,0.12,0.131216363309691,0.12000030509795587,2.745880955370084e-06,0.0 -1133,1998-09-07,10.56,14.66,20.63,0.39,0.4264488347353065,0.390000274588148,2.4712928073857483e-06,0.0 -1134,1998-09-08,12.43,15.18,19.35,0.0,1.4979896111091495e-06,2.4712932322090794e-07,2.2241634841648406e-06,0.0 -1135,1998-09-09,12.23,18.59,24.47,0.07,0.0765431479882505,0.07000022241638283,2.001747101337668e-06,0.0 -1136,1998-09-10,11.17,15.7,21.0,41.37,45.23620489387979,41.37000020017474,1.8015723633312444e-06,0.0 -1137,1998-09-11,7.740000000000009,11.18,14.84,20.47,22.383010261480667,20.470000180157257,1.6214151044212687e-06,0.0 -1138,1998-09-12,5.300000000000011,7.0400000000000205,8.510000000000048,21.85,23.891977062576935,21.85000016214153,1.4592735756918928e-06,0.0 -1139,1998-09-13,4.12,5.680000000000007,7.610000000000014,19.82,21.67226477015717,19.820000145927374,1.3133462033100323e-06,0.0 -1140,1998-09-14,5.730000000000018,7.38,9.110000000000014,7.03,7.686984404358766,7.030000131334632,1.1820115709807656e-06,0.0 -1141,1998-09-15,6.850000000000023,8.670000000000016,9.850000000000025,13.11,14.335186364331086,13.110000118201166,1.0638104041640958e-06,0.0 -1142,1998-09-16,9.460000000000036,11.53,14.73,0.55,0.6014005003890842,0.5500001063810483,9.574293558756258e-07,0.0 -1143,1998-09-17,5.730000000000018,9.0,11.94,1.08,1.180931205803303,1.080000095742942,8.616864139116945e-07,0.0 -1144,1998-09-18,3.980000000000018,9.33000000000004,17.04,0.0,5.223161400664607e-07,8.61686465560281e-08,7.755177673556664e-07,0.0 -1145,1998-09-19,3.19,9.650000000000034,17.48,0.0,4.7008450000276107e-07,7.75517809191021e-08,6.979659864365643e-07,0.0 -1146,1998-09-20,3.1100000000000136,9.700000000000044,17.42,0.0,4.230760288962737e-07,6.97966020323201e-08,6.281693844042441e-07,0.0 -1147,1998-09-21,5.4500000000000455,10.13,17.22,0.0,3.8076840891061673e-07,6.281694118524196e-08,5.653524432190022e-07,0.0 -1148,1998-09-22,5.640000000000043,10.7,17.2,0.02,0.0218694283480727,0.020000056535246547,5.088171966737997e-07,0.0 -1149,1998-09-23,5.760000000000048,10.34,17.05,0.09,0.0984111938767209,0.09000005088172147,4.5793547520554497e-07,0.0 -1150,1998-09-24,6.78000000000003,11.22,17.78,0.19,0.2077565913170657,0.19000004579354898,4.121419262262819e-07,0.0 -1151,1998-09-25,7.010000000000048,13.75,18.99,0.17,0.1858874779025258,0.17000004121419382,3.7092773242209984e-07,0.0 -1152,1998-09-26,10.38,12.07000000000005,13.48,16.67,18.227883119548096,16.670000037092777,3.338349582228312e-07,0.0 -1153,1998-09-27,9.340000000000032,11.52,15.13,4.57,4.997086274870389,4.570000033383497,3.0045146162533057e-07,0.0 -1154,1998-09-28,9.37,10.92,11.63,22.08,24.14347074691676,22.080000030045145,2.704063148348713e-07,0.0 -1155,1998-09-29,10.62,12.89,16.71,11.69,12.782480730143355,11.690000027040632,2.43365682842764e-07,0.0 -1156,1998-09-30,6.88,9.04000000000002,11.24,16.84,18.41377027030605,16.840000024336568,2.1902911414650524e-07,0.0 -1157,1998-10-01,6.900000000000034,9.550000000000011,14.19,4.86,5.314187947299702,4.860000021902912,1.97126202398149e-07,0.0 -1158,1998-10-02,8.100000000000023,9.29000000000002,11.72,8.66,9.469314208761652,8.660000019712621,1.7741358188803248e-07,0.0 -1159,1998-10-03,6.160000000000025,7.28000000000003,8.590000000000032,2.39,2.613355843494178,2.3900000177413587,1.596722234802849e-07,0.0 -1160,1998-10-04,6.430000000000007,7.650000000000034,9.230000000000018,7.37,8.058758161213268,7.370000015967222,1.4370500095491152e-07,0.0 -1161,1998-10-05,4.900000000000034,9.27000000000004,13.73,2.0,2.186908652759424,2.0000000143705003,1.29334500715771e-07,0.0 -1162,1998-10-06,7.210000000000036,8.730000000000018,10.71,12.72,13.908738555942598,12.72000001293345,1.1640105052783792e-07,0.0 -1163,1998-10-07,6.0,7.100000000000023,8.31,2.44,2.668028520652392,2.4400000116401053,1.0476094538080578e-07,0.0 -1164,1998-10-08,4.590000000000032,6.82000000000005,10.35,0.04,0.043738234814455,0.04000001047609462,9.428485076638404e-08,0.0 -1165,1998-10-09,3.8000000000000114,9.03000000000003,14.58,2.98,3.258493819972536,2.980000009428485,8.48563656279093e-08,0.0 -1166,1998-10-10,7.720000000000027,9.090000000000032,11.25,4.65,5.084562466576706,4.6500000084856365,7.637072901503093e-08,0.0 -1167,1998-10-11,7.700000000000045,8.720000000000027,10.77,7.03,7.686983654558795,7.0300000076370734,6.873365607295701e-08,0.0 -1168,1998-10-12,1.7000000000000457,6.740000000000009,10.63,2.2,2.3405836310283887,2.2000000068733656,6.186029043279894e-08,0.0 -1169,1998-10-13,1.2800000000000296,6.420000000000016,10.97,0.03,0.0379529945451211,0.03000000618602907,5.5674261362900526e-08,0.0 -1170,1998-10-14,6.360000000000014,10.31,13.62,0.85,0.9354530570092168,0.8500000055674262,5.0106835205049475e-08,0.0 -1171,1998-10-15,6.75,10.61,15.79,0.0,0.0054094507117248,5.010683537969356e-09,4.509615166708012e-08,0.0 -1172,1998-10-16,6.5400000000000205,12.32000000000005,18.19,0.0,0.0048638367007436,4.5096151808541835e-09,4.058653648622593e-08,0.0 -1173,1998-10-17,7.100000000000023,12.48,17.23,19.05,20.83467776498005,19.050000004058653,3.652788282614494e-08,0.0 -1174,1998-10-18,3.230000000000018,7.140000000000043,11.23,0.02,0.0258023409548717,0.02000000365278829,3.287509453424914e-08,0.0 -1175,1998-10-19,0.5600000000000023,4.420000000000016,10.02,0.05,0.053262815199262,0.05000000328750946,2.9587585073306374e-08,0.0 -1176,1998-10-20,0.3400000000000318,3.920000000000016,10.24,0.03,0.0331023741955734,0.03000000295875851,2.6628826559886274e-08,0.0 -1177,1998-10-21,1.6000000000000227,7.740000000000009,14.27,0.0,0.0036475628144672,2.6628826609210926e-09,2.3965943898965182e-08,0.0 -1178,1998-10-22,4.460000000000036,9.27000000000004,14.73,0.0,0.0032810008201971,2.3965943938918147e-09,2.1569349505073367e-08,0.0 -1179,1998-10-23,7.590000000000032,11.03,13.66,17.17,18.777561475615126,17.170000002156936,1.941241455132984e-08,0.0 -1180,1998-10-24,8.87,10.74,12.79,26.0,28.43246646641789,26.000000001941242,1.747117309357554e-08,0.0 -1181,1998-10-25,3.830000000000041,7.220000000000027,10.29,10.02,10.958800558391864,10.020000001747118,1.5724055782094723e-08,0.0 -1182,1998-10-26,3.94,5.38,6.990000000000009,9.8,10.718000976946156,9.800000001572407,1.4151650202165406e-08,0.0 -1183,1998-10-27,4.210000000000036,7.88,10.43,1.63,1.7842639585531757,1.630000001415165,1.2736485180555791e-08,0.0 -1184,1998-10-28,7.220000000000027,11.36,13.09,0.64,0.7015503630683442,0.6400000012736485,1.1462836661371822e-08,0.0 -1185,1998-10-29,4.32000000000005,6.050000000000011,12.5,32.2,35.21079315579166,32.200000001146286,1.0316552994320645e-08,0.0 -1186,1998-10-30,3.9500000000000455,4.460000000000036,4.960000000000036,19.37,21.18161784944956,19.370000001031656,9.284897694148244e-09,0.0 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-1392,1999-05-24,10.18,15.14,19.86,0.02,0.1697936261511045,0.025028144612067944,0.045078657647534826,0.0 -1393,1999-05-25,9.910000000000023,15.14,19.71,0.01,0.1415063929528756,0.014522000962854303,0.040556656684680524,0.0 -1394,1999-05-26,11.23,16.37,20.89,0.0,0.1155098164797539,0.004067107202112029,0.036489549482568495,0.0 -1395,1999-05-27,14.8,19.04,24.11,0.02,0.1242519947583746,0.023658216781382815,0.032831332701185684,0.0 -1396,1999-05-28,14.87,18.99,23.37,0.01,0.1018362546122839,0.013290631124012589,0.029540701577173097,0.0 -1397,1999-05-29,14.69,19.83,24.58,0.0,0.0808284026580692,0.0029601403375829317,0.026580561239590166,0.0 -1398,1999-05-30,15.92,19.69,24.17,0.01,0.0829004317760889,0.012662970724707586,0.02391759051488258,0.0 -1399,1999-05-31,12.85,18.1,22.51,1.24,1.4200328809943994,1.2423957382426334,0.021521852272249127,0.0 -1400,1999-06-01,17.43,21.28,26.29,2.34,2.6159240416046536,2.3421554071805235,0.01936644509172539,0.0 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-1409,1999-06-10,7.44,11.28,13.47,2.75,3.028173534525642,2.7508334344145426,0.007496083593373149,0.0 -1410,1999-06-11,8.110000000000014,12.67,16.06,0.0,0.0190023325815558,0.0007499992261443303,0.006746084367228819,0.0 -1411,1999-06-12,8.03000000000003,13.23,16.79,0.0,0.017058177595464,0.0006749250021520237,0.006071159365076795,0.0 -1412,1999-06-13,9.44,13.77,19.56,6.75,7.396133353075535,6.750607372327766,0.0054637870373099705,0.0 -1413,1999-06-14,9.07000000000005,11.67,13.28,1.85,2.036647102474363,1.8505465863611616,0.004917200676148405,0.0 -1414,1999-06-15,12.04,15.22,17.78,0.0,0.0123579537717217,0.0004918882559278393,0.004425312420220566,0.0 -1415,1999-06-16,12.76,16.1,19.56,0.0,0.0111035430260342,0.0004426674642008754,0.00398264495601969,0.0 -1416,1999-06-17,12.19,16.58,20.23,0.0,0.0099781547235749,0.0003983748280190748,0.0035842701280006154,0.0 -1417,1999-06-18,9.430000000000009,14.24,18.41,0.0,0.0089681939836196,0.00035851637655617174,0.0032257537514444436,0.0 -1418,1999-06-19,9.180000000000009,13.82000000000005,17.94,0.0,0.0080615603596267,0.00032264775577648536,0.0029031059956679582,0.0 -1419,1999-06-20,8.960000000000036,14.06,17.03,14.05,15.370280145537986,14.050290369224957,0.002612736770712558,0.0 -1420,1999-06-21,5.81,9.25,12.93,3.51,3.84454084443298,3.510261321161505,0.002351415609207497,0.0 -1421,1999-06-22,7.82000000000005,10.72,13.47,0.0,0.0058594950656766,0.0002351800217587616,0.0021162355874487352,0.0 -1422,1999-06-23,8.840000000000032,13.86,18.26,0.0,0.0052693518693717,0.0002116547108913237,0.0019045808765574116,0.0 -1423,1999-06-24,11.87,16.29,20.71,0.0,0.0047390245559962,0.00019048332006893457,0.001714097556488477,0.0 -1424,1999-06-25,14.05,19.02,23.98,1.1,1.207062089051512,1.1001714301933019,0.001542667363186653,0.0 -1425,1999-06-26,13.2,15.33,16.81,23.03,25.18608605338391,23.03015428329038,0.0013883840728077046,0.0 -1426,1999-06-27,10.21,14.47,21.18,7.79,8.521457594562765,7.79013885181575,0.001249532257057852,0.0 -1427,1999-06-28,8.010000000000048,12.45,16.17,0.01,0.0140369471616875,0.010124964086332655,0.0011245681707251977,0.0 -1428,1999-06-29,11.67,15.67,20.6,1.16,1.2711979553077852,1.1601124656140103,0.0010121025567148294,0.0 -1429,1999-06-30,11.21,15.15,17.98,0.04,0.0462491074251577,0.040101217381067276,0.000910885175647554,0.0 -1430,1999-07-01,11.92,17.32000000000005,22.07000000000005,0.0,0.0022590715771536,9.109428904505222e-05,0.0008197908866025017,0.0 -1431,1999-07-02,16.68,21.34,25.89,0.0,0.0020325403469332,8.198376349346698e-05,0.0007378071231090347,0.0 -1432,1999-07-03,17.86,22.53,27.69,0.0,0.0018287810871967,7.378449887782467e-05,0.00066402262423121,0.0 -1433,1999-07-04,17.29,22.24,28.08,0.0,0.0016454939455612,6.640532950734717e-05,0.0005976172947238629,0.0 -1434,1999-07-05,11.27,17.44,22.47,35.17,38.45826774036742,35.17005976421379,0.0005378530809387533,0.0 -1435,1999-07-06,11.98,14.25,16.79,8.27,9.044199202869008,8.270053787320368,0.0004840657605701614,0.0 -1436,1999-07-07,11.24,14.88,17.51,2.18,2.3849291749505017,2.180048408205986,0.0004356575545841762,0.0 -1437,1999-07-08,13.99,17.24,21.31,0.0,0.001078778740971,4.3567075691003776e-05,0.00039209047889317245,0.0 -1438,1999-07-09,13.57000000000005,16.68,19.68,0.03,0.0337743869864774,0.03003921011727051,0.000352880361622662,0.0 -1439,1999-07-10,14.22,16.6,19.64,2.09,2.286193018471755,2.0900352889023557,0.0003175914592668792,0.0 -1440,1999-07-11,13.9,17.13,21.51,5.86,6.408428214629052,5.86003175984754,0.0002858316117272699,0.0 -1441,1999-07-12,15.57000000000005,19.11,22.69,3.64,3.980881019422916,3.6400285837294764,0.0002572478822508666,0.0 -1442,1999-07-13,14.91,19.31,24.64,14.81,16.194694554365814,14.810025725248549,0.000231522633701836,0.0 -1443,1999-07-14,13.57000000000005,15.65,17.65,0.67,0.7331872830487194,0.6700231526362311,0.0002083699974707405,0.0 -1444,1999-07-15,9.33000000000004,14.41,18.39,0.02,0.0223846676969049,0.020020837301763333,0.00018753269570740867,0.0 -1445,1999-07-16,13.22,16.95,20.45,0.01,0.0113985341399409,0.010018753514203121,0.00016877918150428695,0.0 -1446,1999-07-17,15.81,19.94,24.61,0.0,0.0004175658387919,1.6878116302082775e-05,0.00015190106520220417,0.0 -1447,1999-07-18,17.23,20.55,26.38,0.97,1.0610264422616416,0.9700151902670227,0.00013671079817956268,0.0 -1448,1999-07-19,15.64,20.13,25.23,5.14,5.620693205574556,5.140013671209824,0.00012303958835495061,0.0 -1449,1999-07-20,16.0,19.75,23.35,0.0,0.000304358669516,1.230406414066372e-05,0.00011073552421428689,0.0 -1450,1999-07-21,13.4,17.73,20.72,0.0,0.0002739114676562,1.1073637718453075e-05,9.966188649583382e-05,0.0 -1451,1999-07-22,9.52000000000004,13.13,15.73,0.0,0.0002465111402853,9.966257740054868e-06,8.969562875577896e-05,0.0 -1452,1999-07-23,8.270000000000039,12.5,16.94,0.01,0.0111563954187144,0.010008969618838773,8.072600991700537e-05,0.0 -1453,1999-07-24,11.87,15.8,20.25,0.0,0.0001996613087664,8.072646321826196e-06,7.265336359517918e-05,0.0 -1454,1999-07-25,13.22,17.69,22.35,0.02,0.022048775956327,0.020007265373076875,6.538799051830529e-05,0.0 -1455,1999-07-26,15.35,19.81,24.79,0.0,0.000161717318771,6.538828792855462e-06,5.884916172544983e-05,0.0 -1456,1999-07-27,14.34,20.91,27.56,1.2,1.3122906817777875,1.2000058849402626,5.2964221462699e-05,0.0 -1457,1999-07-28,15.2,17.53,21.41,2.02,2.208908636864304,2.0200052964416595,4.7667779803380115e-05,0.0 -1458,1999-07-29,13.93,18.03,22.01,0.62,0.6780595402529053,0.6200047667937859,4.2900986017485365e-05,0.0 -1459,1999-07-30,13.74,18.32000000000005,23.33,0.0,0.0001060947101996,4.29011140424006e-06,3.86108746132453e-05,0.0 -1460,1999-07-31,13.91,18.02,22.77,0.0,9.548386177463888e-05,3.861097831335788e-06,3.4749776781909515e-05,0.0 -1461,1999-08-01,12.54,17.38,21.98,0.0,8.593435992744921e-05,3.4749860778950567e-06,3.1274790704014456e-05,0.0 -1462,1999-08-02,14.64,19.77,26.04,3.71,4.0567927293044495,3.7100031274858742,2.814730482985634e-05,0.0 -1463,1999-08-03,16.1,19.16,22.4,0.02,0.0219386909427961,0.020002814735994027,2.5332568835830467e-05,0.0 -1464,1999-08-04,17.15,19.38,21.38,4.24,4.636308803346703,4.240002533261348,2.279930748830677e-05,0.0 -1465,1999-08-05,16.93,20.04,23.84,0.42,0.4593071780549642,0.4200022799343646,2.051937312368558e-05,0.0 -1466,1999-08-06,14.49,18.48,25.45,24.31,26.581924356450564,24.31000205194024,1.8467432882527737e-05,0.0 -1467,1999-08-07,14.79,19.48,24.37,17.39,19.01521564488486,17.390001846745662,1.6620687221956398e-05,0.0 -1468,1999-08-08,15.32000000000005,18.48,22.41,1.05,1.1481680965998242,1.0500016620706438,1.4958616578183268e-05,0.0 -1469,1999-08-09,14.38,19.19,25.17,6.86,7.501133369648487,6.860001495863215,1.3462753363887574e-05,0.0 -1470,1999-08-10,13.71,16.53,19.89,0.82,0.8966658022661962,0.820001346276597,1.2116476766752441e-05,0.0 -1471,1999-08-11,9.920000000000016,13.35,16.18,0.17,0.1859171892588313,0.1700012116486979,1.0904828068872845e-05,0.0 -1472,1999-08-12,7.0400000000000205,11.92,16.54,0.03,0.0328305934355086,0.03000109048363406,9.81434443481019e-06,0.0 -1473,1999-08-13,8.0,12.62,17.92,0.01,0.0109588111949386,0.010000981435113493,8.832909321317233e-06,0.0 -1474,1999-08-14,9.210000000000036,15.31,20.34,10.62,11.612506325069276,10.620000883291475,7.949617846475924e-06,0.0 -1475,1999-08-15,10.21,13.78,16.62,0.25,0.273383227960249,0.2500007949622242,7.1546556222336265e-06,0.0 -1476,1999-08-16,12.22,13.69,14.8,8.35,9.130360953077588,8.350000715465917,6.439189703938597e-06,0.0 -1477,1999-08-17,12.42,14.82000000000005,17.6,0.23,0.2515104073446559,0.2300006439192588,5.795270445126718e-06,0.0 -1478,1999-08-18,10.97,15.82000000000005,20.96,8.73,9.545870219104536,8.730000579527278,5.215743166995475e-06,0.0 -1479,1999-08-19,11.03,13.25,16.45,6.12,6.69195310790032,6.120000521574506,4.694168661064901e-06,0.0 -1480,1999-08-20,9.180000000000009,13.27,17.72,0.0,1.1607284730526614e-05,4.69417019383609e-07,4.224751641681292e-06,0.0 -1481,1999-08-21,11.0,14.59,19.4,0.0,1.0446539770208191e-05,4.224752883225866e-07,3.802276353358706e-06,0.0 -1482,1999-08-22,11.0,15.14,20.42,0.02,0.021878487528957,0.0200003802277359,3.4220486174577316e-06,0.0 -1483,1999-08-23,12.41,16.79,21.99,0.02,0.0218775473308959,0.020000342204943206,3.079843674254229e-06,0.0 -1484,1999-08-24,15.67,20.05,25.36,0.0,7.615498177759901e-06,3.0798443340618017e-07,2.7718592408480486e-06,0.0 -1485,1999-08-25,16.96,21.64,27.13,2.09,2.285326305047449,2.0900002771859776,2.4946732633188326e-06,0.0 -1486,1999-08-26,14.53,17.33,20.01,0.03,0.0328097970261656,0.030000249467369622,2.2452058936969783e-06,0.0 -1487,1999-08-27,14.45,17.81,21.83,1.35,1.476168833497593,1.3500002245206246,2.0206852692624055e-06,0.0 -1488,1999-08-28,12.54,16.79,21.74,0.01,0.0109395393388209,0.01000020206855533,1.818616713933617e-06,0.0 -1489,1999-08-29,11.65,15.3,20.12,0.0,4.49685645042923e-06,1.8186169439942476e-07,1.6367550195341923e-06,0.0 -1490,1999-08-30,10.86,15.2,20.69,0.0,4.047168330778381e-06,1.6367552058832976e-07,1.4730794989458625e-06,0.0 -1491,1999-08-31,11.06,15.91,22.33,0.01,0.0109381852777525,0.01000014730796499,1.325771533956999e-06,0.0 -1492,1999-09-01,12.24,16.75,23.08,0.0,3.278202920356323e-06,1.3257716562206412e-07,1.193194368334935e-06,0.0 -1493,1999-09-02,10.49,15.63,23.41,0.0,2.950381313216424e-06,1.1931944673684832e-07,1.0738749215980868e-06,0.0 -1494,1999-09-03,9.300000000000011,14.16,20.43,1.84,2.011958535741821,1.8400001073875003,9.664874214165608e-07,0.0 -1495,1999-09-04,9.32000000000005,14.17,20.43,0.08,0.0874787324331162,0.08000009664874864,8.698386727773139e-07,0.0 -1496,1999-09-05,10.75,16.36,21.59,0.47,0.5139256637538244,0.4700000869838725,7.828548002365339e-07,0.0 -1497,1999-09-06,11.56,14.44,17.34,8.09,8.846047083804253,8.090000078285485,7.045693159498113e-07,0.0 -1498,1999-09-07,11.48,15.32000000000005,20.48,0.0,1.7421677995799908e-06,7.045693504806718e-08,6.341123809017441e-07,0.0 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-1949,2000-12-01,2.7100000000000364,7.38,9.03000000000003,1.13,2.158432444036399,1.3087008537644498,1.4286041753849832,0.0 -1950,2000-12-02,4.850000000000023,7.63,9.590000000000032,5.68,7.091274024409734,5.837056999016151,1.2715471763688317,0.0 -1951,2000-12-03,1.2000000000000457,4.2000000000000455,6.360000000000014,0.0,0.4472850659688479,0.1384014123022333,1.1331457640665985,0.0 -1952,2000-12-04,2.0300000000000296,6.150000000000034,9.640000000000043,0.28,0.9148778429292744,0.40224622254275344,1.010899541523845,0.0 -1953,2000-12-05,3.88,7.010000000000048,9.31,0.02,0.6838455558591645,0.12819842109736582,0.9027011204264792,0.0 -1954,2000-12-06,6.420000000000016,7.28000000000003,8.04000000000002,4.98,6.034066562440085,5.07593834788695,0.8067627725395291,0.0 -1955,2000-12-07,6.520000000000039,11.22,15.92,1.59,2.2408888081863143,1.6752037062577825,0.7215590662817468,0.0 -1956,2000-12-08,4.75,7.680000000000007,12.96,44.75,49.36389449632735,44.825777533675264,0.6457815326064854,0.0 -1957,2000-12-09,3.88,5.660000000000025,9.590000000000032,0.92,1.3795007337488996,0.9874790427989106,0.5783024898075748,0.0 -1958,2000-12-10,3.010000000000048,4.970000000000027,6.220000000000027,3.76,4.428993956965416,3.8201565722957196,0.5181459175118551,0.0 -1959,2000-12-11,2.4600000000000364,6.580000000000041,12.39,0.0,0.2845721629644314,0.05368210680141558,0.4644638107104395,0.0 -1960,2000-12-12,4.330000000000041,8.980000000000018,11.98,0.41,0.6977152183466095,0.45794697681783886,0.41651683389260064,0.0 -1961,2000-12-13,5.520000000000039,7.920000000000016,10.41,0.0,0.2192729677222785,0.042858454947798975,0.37365837894480164,0.0 -1962,2000-12-14,3.550000000000012,5.930000000000007,6.910000000000025,14.36,15.89532143814382,14.39833703951818,0.3353213394266213,0.0 -1963,2000-12-15,0.3900000000000432,1.82000000000005,3.140000000000043,8.3,5.571849021026265,8.334314270046486,0.30100706938013666,0.0 -1964,2000-12-16,-0.9799999999999612,0.3400000000000318,1.420000000000016,3.27,0.4958842172487966,2.0763831147110676,1.494623954669069,0.0 -1965,2000-12-17,-3.169999999999959,0.0400000000000204,3.3600000000000136,0.17,0.0536960505425626,0.10407441286511832,1.5605495418039508,0.0 -1966,2000-12-18,0.3900000000000432,3.150000000000034,6.12,0.01,0.4642887912294727,0.18299501909004423,1.3875545227139066,0.0 -1967,2000-12-19,0.8500000000000227,4.460000000000036,10.3,0.0,0.719487134330447,0.15214790320112287,1.2354066195127837,0.0 -1968,2000-12-20,-0.1899999999999977,2.6100000000000136,7.300000000000011,0.0,0.3032380164420127,0.13415712364703536,1.1012494958657484,0.0 -1969,2000-12-21,-1.9699999999999704,1.5400000000000205,6.69,0.0,0.1165193626361572,0.11856084903069158,0.9826886468350569,0.0 -1970,2000-12-22,-2.329999999999984,0.7400000000000091,6.640000000000043,0.0,0.0310422280253902,0.10498611954483918,0.8777025272902177,0.0 -1971,2000-12-23,-2.7199999999999704,0.2100000000000363,6.590000000000032,0.0,0.0,0.08333510581056623,0.7943674214796514,0.0 -1972,2000-12-24,0.4300000000000068,2.800000000000012,4.06,11.23,9.062016055261756,11.313826118285533,0.7105413031941192,0.0 -1973,2000-12-25,2.7700000000000387,3.590000000000032,4.330000000000041,4.15,5.099279533103613,4.224566001729289,0.6359753014648307,0.0 -1974,2000-12-26,2.300000000000012,3.5,5.010000000000048,2.06,2.666661876105935,2.1264109882275872,0.5695643132372437,0.0 -1975,2000-12-27,2.490000000000009,3.9500000000000455,6.7000000000000455,7.47,8.611365479100934,7.529212984070252,0.5103513291669909,0.0 -1976,2000-12-28,-2.4799999999999613,-0.6099999999999568,2.69,0.06,0.0156340341577583,0.03121856866537741,0.5391327605016135,-0.4574999999999676 -1977,2000-12-29,-1.81,-0.589999999999975,1.32000000000005,1.28,0.1241092681580541,0.539808306709277,1.2793244537923365,-0.5568749999999731 -1978,2000-12-30,-5.2999999999999545,-2.329999999999984,0.2600000000000477,0.01,0.0,0.0004676258992806614,1.288856827893056,-1.8867187499999813 -1979,2000-12-31,-5.96999999999997,-2.2999999999999545,0.6000000000000227,0.0,0.0,0.0,1.288856827893056,-2.1966796874999615 -1980,2001-01-01,0.4399999999999977,5.890000000000043,8.580000000000041,10.99,11.574686867374687,11.130440665562073,1.148416162330982,0.0 -1981,2001-01-02,3.980000000000018,4.770000000000039,7.020000000000039,11.38,13.26271290956464,11.504015612118039,1.0244005502129436,0.0 -1982,2001-01-03,3.2700000000000387,4.37,5.210000000000036,0.78,1.5325887261958746,0.8897396633026354,0.9146608869103082,0.0 -1983,2001-01-04,3.94,4.5,5.340000000000032,8.06,9.460892702684006,8.15728551489281,0.8173753720175003,0.0 -1984,2001-01-05,4.970000000000027,7.430000000000007,9.480000000000018,26.97,30.41123016329092,27.056384862204276,0.7309905098132231,0.0 -1985,2001-01-06,0.6000000000000227,2.390000000000043,7.710000000000036,21.92,21.106580092757447,21.99681597280186,0.6541745370113662,0.0 -1986,2001-01-07,0.920000000000016,1.8600000000000136,3.3500000000000227,0.41,0.4482581168525107,0.47839423700056466,0.5857803000108015,0.0 -1987,2001-01-08,-3.4899999999999523,0.8300000000000409,2.890000000000043,0.2,0.0695741310200599,0.16347579092948222,0.6223045090813193,0.0 -1988,2001-01-09,-4.19,1.25,2.9600000000000364,2.1,0.565624721259493,1.0785465177292808,1.6437579913520386,0.0 -1989,2001-01-10,2.6100000000000136,5.0,5.930000000000007,0.36,1.3359807821291914,0.5431705123612006,1.460587478990838,0.0 -1990,2001-01-11,4.78000000000003,6.430000000000007,8.82000000000005,5.61,7.204335819074179,5.770898105330559,1.2996893736602795,0.0 -1991,2001-01-12,1.56,4.7000000000000455,7.660000000000025,1.2,1.9955602456126569,1.341718970339963,1.1579704033203164,0.0 -1992,2001-01-13,-3.87,-0.3499999999999659,2.0300000000000296,0.0,0.0,0.0,1.1579704033203164,-0.2624999999999744 -1993,2001-01-14,-5.779999999999973,-3.13,0.7200000000000273,0.0,0.0,0.0,1.1579704033203164,-2.4131249999999937 -1994,2001-01-15,-4.649999999999977,-0.75,3.2700000000000387,0.0,0.0,0.0,1.1579704033203164,-1.1657812499999984 -1995,2001-01-16,-2.829999999999984,-1.3199999999999932,2.140000000000043,0.06,0.0105768565957888,0.025835010060362554,1.1921353932599539,-1.2814453124999945 -1996,2001-01-17,-2.7299999999999613,-0.8100000000000023,0.2900000000000204,2.61,0.0,0.250629139072867,3.5515062541870868,-0.9278613281250003 -1997,2001-01-18,-0.5999999999999659,0.8700000000000045,2.840000000000032,6.1,2.700441395876023,5.465890299937562,4.185615954249524,0.0 -1998,2001-01-19,0.0500000000000113,1.0900000000000318,1.7000000000000457,4.53,1.5907351748721044,5.056350901080722,3.6592650531688027,0.0 -1999,2001-01-20,-3.7199999999999696,0.6200000000000045,4.13,4.63,1.742428703558022,2.7622030128124466,5.5270620403563555,0.0 -2000,2001-01-21,-4.46999999999997,0.6299999999999955,4.660000000000025,0.01,0.0340830440086587,0.33139141332372835,5.205670627032627,0.0 -2001,2001-01-22,0.0300000000000295,5.390000000000043,6.990000000000009,4.78,6.249463056326374,5.4890679162462455,4.496602710786382,0.0 -2002,2001-01-23,5.960000000000036,8.010000000000048,8.990000000000009,0.48,3.2445619923832147,1.0703067891595826,3.9062959216267994,0.0 -2003,2001-01-24,3.13,5.420000000000016,8.760000000000048,23.07,26.932210042780344,23.566772316287448,3.409523605339351,0.0 -2004,2001-01-25,0.6400000000000432,2.420000000000016,4.5,11.45,10.14499990256746,11.87181489555277,2.987708709786581,0.0 -2005,2001-01-26,1.38,2.950000000000045,4.57000000000005,8.57,8.86852825685475,8.930862986297685,2.6268457234888962,0.0 -2006,2001-01-27,-2.81,0.0500000000000113,2.38,0.01,0.0020841053622979,0.02670971485459381,2.6101360086343024,0.0 -2007,2001-01-28,-2.87,0.6000000000000227,5.550000000000011,0.01,0.0276968159937962,0.27178699123685274,2.34834901739745,0.0 -2008,2001-01-29,-2.7299999999999613,0.1500000000000341,2.4700000000000277,0.0,0.0,0.06526400787317012,2.28308500952428,0.0 -2009,2001-01-30,-5.399999999999977,-1.6999999999999886,2.56,0.23,0.0357078316881373,0.07396984924623137,2.4391151602780483,-1.2749999999999915 -2010,2001-01-31,-5.099999999999966,-1.19,3.990000000000009,0.0,0.0,0.0,2.4391151602780483,-1.211249999999998 -2011,2001-02-01,-8.169999999999959,-4.039999999999964,1.8900000000000432,0.0,0.0,0.0,2.4391151602780483,-3.332812499999972 -2012,2001-02-02,-8.299999999999955,-0.7799999999999727,1.170000000000016,3.26,0.0830596013387039,0.40276663146779956,5.296348528810249,-1.4182031249999727 -2013,2001-02-03,1.25,3.910000000000025,5.94,46.82,47.14480731031063,47.54475991833913,4.571588610471114,0.0 -2014,2001-02-04,5.220000000000027,6.300000000000011,7.78000000000003,6.44,9.326485684348714,7.042535369208425,3.9690532412626895,0.0 -2015,2001-02-05,5.78000000000003,6.550000000000011,7.210000000000036,0.65,2.849555364156035,1.156485955482833,3.4625672857798566,0.0 -2016,2001-02-06,6.510000000000048,10.48,12.35,0.0,3.008492045068974,0.4296548738193149,3.0329124119605417,0.0 -2017,2001-02-07,9.210000000000036,12.0,14.39,0.0,2.854723577553312,0.36727646390966373,2.665635948050878,0.0 -2018,2001-02-08,2.3600000000000136,6.660000000000025,12.85,26.56,30.422908246833924,26.875990295563042,2.349645652487835,0.0 -2019,2001-02-09,-0.9899999999999524,1.8500000000000227,5.140000000000043,0.07,0.2622310712038246,0.33356340529855266,2.0860822471892826,0.0 -2020,2001-02-10,-1.9699999999999704,0.7200000000000273,5.510000000000048,0.0,0.031446841500845,0.2388789483821059,1.8472032988071767,0.0 -2021,2001-02-11,-1.92999999999995,3.490000000000009,10.04,0.0,0.6229555727869817,0.20845533556564855,1.6387479632415283,0.0 -2022,2001-02-12,1.740000000000009,7.660000000000025,13.26,4.55,6.35195267063608,4.732555114921106,1.4561928483204218,0.0 -2023,2001-02-13,1.12,4.38,6.660000000000025,1.21,1.943982113683013,1.3703694789799536,1.2958233693404682,0.0 -2024,2001-02-14,-1.5199999999999818,2.180000000000007,7.81,0.0,0.2048823285755641,0.14126257151084726,1.1545607978296208,0.0 -2025,2001-02-15,-1.7399999999999525,2.090000000000032,8.640000000000043,0.0,0.1747978543439366,0.12472850978896902,1.0298322880406519,0.0 -2026,2001-02-16,-0.9099999999999682,3.770000000000039,10.41,0.0,0.5138947863274907,0.11036045257767736,0.9194718354629745,0.0 -2027,2001-02-17,-0.1200000000000045,1.0100000000000475,2.62,0.4,0.2332057723382958,0.482287788572134,0.8371840468908405,0.0 -2028,2001-02-18,-2.0,1.830000000000041,6.910000000000025,0.0,0.1109522966443313,0.0885937102122795,0.748590336678561,0.0 -2029,2001-02-19,-2.7299999999999613,0.6700000000000159,5.850000000000023,0.0,0.0228618047190906,0.07875709243610043,0.6698332442424606,0.0 -2030,2001-02-20,-3.81,0.3600000000000136,5.580000000000041,0.0,0.000197425664927,0.07010432138097103,0.5997289228614896,0.0 -2031,2001-02-21,-4.17999999999995,0.9900000000000092,5.150000000000034,0.95,0.455031011692581,0.6342313072514161,0.9154976156100736,0.0 -2032,2001-02-22,0.8100000000000023,3.420000000000016,4.910000000000025,10.14,9.547805801855718,10.23737983981578,0.8181177757942937,0.0 -2033,2001-02-23,-1.44,1.31,3.7000000000000455,5.46,2.7037940568724497,4.203468545604666,2.0746492301896278,0.0 -2034,2001-02-24,-8.759999999999991,-4.19,-0.67999999999995,2.49,0.0,0.0,4.564649230189628,-3.1425 -2035,2001-02-25,-10.0,-5.42999999999995,0.1800000000000068,0.2,0.0,0.0035363457760315686,4.761112884413597,-4.858124999999962 -2036,2001-02-26,-10.46,-4.449999999999989,-0.25,0.0,0.0,0.0,4.761112884413597,-4.552031249999982 -2037,2001-02-27,-2.019999999999982,0.2700000000000386,3.7000000000000455,0.01,0.0042558295720925,0.006468531468531518,4.764644352945066,-0.9355078124999665 -2038,2001-02-28,-1.8199999999999927,0.0200000000000386,3.160000000000025,6.12,2.265959742844713,3.88337349397592,7.001270858969146,-0.21887695312496266 -2039,2001-03-01,-3.649999999999977,-1.6099999999999568,-0.4699999999999704,10.15,0.0,0.0,17.15127085896915,-1.2622192382812083 -2040,2001-03-02,-4.029999999999973,1.5200000000000389,6.100000000000023,31.38,16.064842022784195,20.63650653842105,27.8947643205481,0.0 -2041,2001-03-03,5.710000000000036,6.610000000000014,7.54000000000002,25.98,33.8436709472366,33.24898524152209,20.625779079026003,0.0 -2042,2001-03-04,2.400000000000034,4.2900000000000205,5.88,29.23,33.962790252953106,33.13642759231193,16.719351486714075,0.0 -2043,2001-03-05,-0.0399999999999636,3.430000000000007,7.900000000000034,0.0,1.7746461427429427,2.7747384999181053,13.94461298679597,0.0 -2044,2001-03-06,-0.079999999999984,8.03000000000003,13.32000000000005,1.85,7.211522704147761,4.589275400638364,11.205337586157608,0.0 -2045,2001-03-07,7.420000000000016,9.910000000000023,13.58,16.02,23.0626865553392,18.01392702526225,9.211410560895356,0.0 -2046,2001-03-08,4.080000000000041,6.06,8.38,43.74,50.81712562890455,45.25135875469469,7.700051806200668,0.0 -2047,2001-03-09,3.81,6.110000000000014,7.88,7.65,11.062960536311998,8.832432327087915,6.517619479112755,0.0 -2048,2001-03-10,5.470000000000027,7.56,8.300000000000011,10.28,14.159385641679837,11.227248657295338,5.570370821817416,0.0 -2049,2001-03-11,8.220000000000027,9.970000000000027,10.59,18.38,23.3547846052927,19.152875209211324,4.79749561260609,0.0 -2050,2001-03-12,2.94,6.390000000000043,10.57000000000005,42.51,48.438765930750606,43.14984874643143,4.15764686617466,0.0 -2051,2001-03-13,2.8500000000000227,4.4500000000000455,5.82000000000005,23.68,27.097413360042367,24.21600639769256,3.621640468482098,0.0 -2052,2001-03-14,3.340000000000032,4.7900000000000205,6.07000000000005,7.93,9.863249597511045,8.383400967263775,3.168239501218323,0.0 -2053,2001-03-15,4.230000000000018,7.37,11.34,3.9,5.954508851038972,4.2866465406664105,2.7815929605519125,0.0 -2054,2001-03-16,4.0,8.970000000000027,15.55,23.55,27.530985050402077,23.881979718996096,2.449613241555816,0.0 -2055,2001-03-17,3.990000000000009,5.740000000000009,7.010000000000048,15.96,18.545374551658067,16.2467015688815,2.162911672674315,0.0 -2056,2001-03-18,3.390000000000043,6.7000000000000455,9.100000000000025,19.43,22.384389838059136,19.6788326635261,1.9140790091482134,0.0 -2057,2001-03-19,2.490000000000009,5.28000000000003,7.020000000000039,1.03,1.940839136011588,1.2468926094058626,1.6971863997423509,0.0 -2058,2001-03-20,4.910000000000025,8.600000000000023,9.69,23.99,27.48123676036206,24.17975500960489,1.5074313901374616,0.0 -2059,2001-03-21,8.600000000000023,9.63,10.4,22.72,26.143610383477935,22.886549615088374,1.3408817750490876,0.0 -2060,2001-03-22,8.800000000000011,10.08,10.99,0.0,1.261321175759193,0.14659482545553104,1.1942869495935566,0.0 -2061,2001-03-23,10.28,14.13,19.19,5.13,6.855802634726456,5.259350194631537,1.0649367549620192,0.0 -2062,2001-03-24,8.650000000000034,13.3,20.34,6.96,8.605834479870259,7.074382414393413,0.950554340568606,0.0 -2063,2001-03-25,4.860000000000014,7.600000000000023,11.46,13.1,15.051942421526247,13.201340558019167,0.8492137825494389,0.0 -2064,2001-03-26,2.7100000000000364,5.2900000000000205,8.200000000000045,0.0,0.4398117942940074,0.08993779971647645,0.7592759828329625,0.0 -2065,2001-03-27,3.0300000000000296,6.7900000000000205,11.67,0.02,0.5905440118886636,0.09993773587894242,0.6793382469540201,0.0 -2066,2001-03-28,3.930000000000007,7.79000000000002,13.0,22.32,24.93948400479452,22.391144024629423,0.6081942223245987,0.0 -2067,2001-03-29,2.3600000000000136,3.81,4.7900000000000205,16.43,17.547423706129248,16.493392450333875,0.5448017719907239,0.0 -2068,2001-03-30,0.2100000000000363,2.6100000000000136,5.300000000000011,1.03,0.9713922007944168,1.086544782186068,0.48825698980465587,0.0 -2069,2001-03-31,-0.169999999999959,5.5400000000000205,12.07000000000005,0.0,0.3936139640650635,0.05048397525683276,0.43777301454782314,0.0 -2070,2001-04-01,1.0500000000000114,8.700000000000045,16.12,0.0,0.492964460143509,0.0451103867047329,0.39266262784309025,0.0 -2071,2001-04-02,5.590000000000032,11.67,18.16,0.0,0.4184398206751956,0.04033876719407585,0.3523238606490144,0.0 -2072,2001-04-03,7.13,9.07000000000005,10.72,0.0,0.3581502718497279,0.03609584971895265,0.31622801093006175,0.0 -2073,2001-04-04,2.19,6.19,9.720000000000027,22.56,24.630610237686163,22.592318402772325,0.28390960815773764,0.0 -2074,2001-04-05,1.9600000000000364,5.680000000000007,7.760000000000048,2.84,3.342727442326231,2.86895164735484,0.2549579608028973,0.0 -2075,2001-04-06,5.520000000000039,8.720000000000027,12.0,21.12,23.378704722032467,21.145947961247238,0.22900999955566115,0.0 -2076,2001-04-07,2.340000000000032,5.06,7.600000000000023,19.54,21.254650343601,19.56326581172497,0.20574418783068876,0.0 -2077,2001-04-08,2.140000000000043,4.100000000000023,5.78000000000003,5.21,5.653005705915107,5.2308688711841045,0.18487531664658421,0.0 -2078,2001-04-09,3.260000000000048,5.180000000000007,7.0,41.33,45.45175074975026,41.34872528017846,0.1661500364681213,0.0 -2079,2001-04-10,3.160000000000025,5.0,7.2000000000000455,18.79,20.780724432405247,18.806807029998563,0.14934300646955678,0.0 -2080,2001-04-11,3.150000000000034,4.210000000000036,5.210000000000036,5.53,6.205187981980922,5.545089442769582,0.1342535636999754,0.0 -2081,2001-04-12,2.2100000000000364,5.080000000000041,8.63,0.0,0.1866027551535711,0.013550731557186895,0.12070283214278851,0.0 -2082,2001-04-13,-1.7899999999999636,2.510000000000048,7.450000000000045,0.0,0.0258272444784069,0.012171626474132943,0.10853120566865557,0.0 -2083,2001-04-14,-1.19,2.0400000000000205,5.390000000000043,0.31,0.2326049940054483,0.2705841225741534,0.14794708309450216,0.0 -2084,2001-04-15,0.7200000000000273,1.8900000000000432,2.640000000000043,37.8,24.334810861009437,37.81494696373002,0.13300011936447612,0.0 -2085,2001-04-16,2.050000000000012,2.9600000000000364,3.990000000000009,7.22,7.636557331976544,7.233423056947769,0.11957706241670647,0.0 -2086,2001-04-17,0.4600000000000364,3.450000000000045,6.170000000000016,0.0,0.5906331907485197,0.01205716790307172,0.10751989451363475,0.0 -2087,2001-04-18,0.910000000000025,3.37,6.600000000000023,11.32,11.445913384889588,11.330832404551735,0.09668748996189962,0.0 -2088,2001-04-19,-0.6299999999999955,1.920000000000016,4.980000000000018,3.97,2.8543978347068912,3.580470079265406,0.4862174106964942,0.0 -2089,2001-04-20,-1.1599999999999682,0.4600000000000364,2.910000000000025,2.29,0.8920404036600585,1.7602339392223505,1.0159834714741438,0.0 -2090,2001-04-21,-1.1099999999999568,0.7600000000000477,2.200000000000045,2.13,0.631407495941412,1.6095625334689807,1.536420938005163,0.0 -2091,2001-04-22,0.4200000000000159,2.590000000000032,4.44,3.49,3.237641466436302,3.660062367169881,1.3663585708352821,0.0 -2092,2001-04-23,-0.2399999999999522,1.7900000000000205,3.38,5.11,3.162195678788551,4.961954457632236,1.5144041132030461,0.0 -2093,2001-04-24,3.06,9.180000000000009,12.47,12.37,16.693792710489326,12.537393453377973,1.3470106598250715,0.0 -2094,2001-04-25,5.180000000000007,6.460000000000036,8.920000000000016,27.5,32.03088496761512,27.64732230566699,1.1996883541580818,0.0 -2095,2001-04-26,3.6100000000000136,7.270000000000039,11.07000000000005,0.03,2.0808876733860604,0.15998028201326428,1.0697080721448176,0.0 -2096,2001-04-27,5.680000000000007,10.89,15.84,1.32,4.074873797697762,1.4349303935028197,0.9547776786419978,0.0 -2097,2001-04-28,8.170000000000016,11.08,14.48,3.13,5.739250325751972,3.2318188658418556,0.8529588128001422,0.0 -2098,2001-04-29,7.53000000000003,10.92,13.4,2.26,4.489189944727342,2.3503566451086777,0.7626021676914644,0.0 -2099,2001-04-30,7.25,11.8,14.3,0.0,1.9211197099835824,0.08030556600156945,0.6822966016898949,0.0 -2100,2001-05-01,7.670000000000016,8.850000000000023,10.15,5.47,7.318693090388512,5.541467880278822,0.6108287214110727,0.0 -2101,2001-05-02,8.220000000000027,11.71,14.22,1.35,2.8941262591962547,1.4136782395590202,0.5471504818520527,0.0 -2102,2001-05-03,8.830000000000041,11.11,14.75,1.02,2.2572679643213425,1.0767974930949462,0.4903529887571065,0.0 -2103,2001-05-04,6.920000000000016,8.910000000000025,11.11,21.12,24.0315120368557,21.170707843071572,0.4396451456855357,0.0 -2104,2001-05-05,7.260000000000048,9.27000000000004,11.66,1.63,2.563960242476946,1.6753090260451586,0.394336119640377,0.0 -2105,2001-05-06,6.7900000000000205,7.94,9.390000000000043,0.0,0.6591625563966024,0.04051527768378817,0.35382084195658886,0.0 -2106,2001-05-07,6.840000000000032,8.710000000000036,9.52000000000004,0.0,0.5611336213485683,0.03625290094225543,0.31756794101433344,0.0 -2107,2001-05-08,8.890000000000043,10.86,12.78,0.0,0.4813684623771366,0.032458303115046015,0.28510963789928745,0.0 -2108,2001-05-09,9.77000000000004,13.93,18.15,0.72,1.2028685660708032,0.7490764001682757,0.2560332377310118,0.0 -2109,2001-05-10,10.09,13.45,18.58,42.14,46.43887125033784,42.16605931096657,0.2299739267644435,0.0 -2110,2001-05-11,10.94,15.42,20.28,0.0,0.3144993189409943,0.023365281971386043,0.20660864479305746,0.0 -2111,2001-05-12,10.15,15.79,20.81,0.0,0.2752712153008414,0.020957796427130408,0.18565084836592705,0.0 -2112,2001-05-13,13.03,17.41,23.08,0.0,0.2417367178821667,0.01880483219207244,0.1668460161738546,0.0 -2113,2001-05-14,9.610000000000014,12.28,17.77,9.58,10.688188950176984,9.596878240082622,0.14996777609123257,0.0 -2114,2001-05-15,9.57000000000005,11.91,13.44,8.47,9.449522858529676,8.485153220506854,0.13481455558437996,0.0 -2115,2001-05-16,10.74,15.43,18.32000000000005,18.2,20.06718151639741,18.213607880720172,0.12120667486420662,0.0 -2116,2001-05-17,5.740000000000009,10.85,12.66,29.4,32.29499182277485,29.412222858574506,0.10898381628969903,0.0 -2117,2001-05-18,3.790000000000021,7.5,10.69,0.32,0.4808245565104565,0.3309810013971692,0.09800281489252988,0.0 -2118,2001-05-19,7.82000000000005,12.34,17.08,0.0,0.1164236417385699,0.009867090808870497,0.08813572408365938,0.0 -2119,2001-05-20,11.0,14.43,18.32000000000005,0.0,0.1036673629846794,0.008867606008277896,0.07926811807538149,0.0 -2120,2001-05-21,11.95,15.36,20.57000000000005,0.0,0.0924146660236867,0.007970519416037901,0.0712975986593436,0.0 -2121,2001-05-22,11.89,14.94,18.97,3.05,3.417502724626491,3.0571651196622573,0.06413247899708602,0.0 -2122,2001-05-23,11.5,15.73,19.73,6.88,7.596622280778358,6.886441857777605,0.05769062121948103,0.0 -2123,2001-05-24,10.83,14.9,19.09,1.25,1.4326583458393505,1.2557922131552737,0.051898408064207285,0.0 -2124,2001-05-25,10.66,14.85,18.81,0.07,0.1354374470187458,0.07520857642437914,0.04668983163982816,0.0 -2125,2001-05-26,12.5,17.04,21.88,0.0,0.0527168670421619,0.004684146842376128,0.04200568479745203,0.0 -2126,2001-05-27,11.74,17.65,23.4,0.0,0.0472130921375065,0.004212842196239486,0.037792842601212545,0.0 -2127,2001-05-28,13.16,18.74,24.17,0.01,0.0532399002618599,0.01378921951622682,0.034003623084985724,0.0 -2128,2001-05-29,14.12,19.9,25.25,0.0,0.0379249453376927,0.0034084051652969916,0.030595217919688732,0.0 -2129,2001-05-30,15.89,21.17,25.9,0.21,0.263637264290332,0.2130660330821557,0.027529184837533038,0.0 -2130,2001-05-31,8.87,15.12,19.22,1.23,1.375462359499117,1.2327581901347744,0.024770994702758592,0.0 -2131,2001-06-01,6.240000000000009,11.67,15.97,0.0,0.0273840170675461,0.0024813676907229462,0.022289627012035646,0.0 -2132,2001-06-02,6.69,10.36,13.01,16.18,17.716672864428798,16.18223241863609,0.020057208375944335,0.0 -2133,2001-06-03,2.06,5.970000000000027,8.07000000000005,0.08,0.1075604859772526,0.08200851918043975,0.01804868919550458,0.0 -2134,2001-06-04,5.2000000000000455,10.14,14.42,0.0,0.0200286864421352,0.0018071348745547697,0.01624155432094981,0.0 -2135,2001-06-05,9.29000000000002,15.29,21.37,6.11,6.69899747384977,6.111625990343614,0.014615563977335702,0.0 -2136,2001-06-06,9.510000000000048,11.58,13.22,4.28,4.696149494829186,4.281463042302945,0.013152521674391108,0.0 -2137,2001-06-07,10.19,13.23,15.84,1.49,1.6437733504930732,1.4913164554787566,0.011836066195634449,0.0 -2138,2001-06-08,11.0,12.41,14.44,23.62,25.840446064499808,23.62118458110358,0.01065148509205531,0.0 -2139,2001-06-09,11.21,12.34,13.29,12.97,14.193837882397329,12.97106593769685,0.009585547395206211,0.0 -2140,2001-06-10,7.580000000000041,10.15,11.59,1.54,1.6944701425234778,1.5409591938762661,0.00862635351894016,0.0 -2141,2001-06-11,4.260000000000048,9.04000000000002,12.1,0.0,0.0094860301899276,0.0008631529759522149,0.007763200542987945,0.0 -2142,2001-06-12,8.830000000000041,13.88,18.58,0.0,0.0085297759408346,0.0007767392738797733,0.006986461269108172,0.0 -2143,2001-06-13,10.02,15.25,20.54,11.14,12.188751321027976,11.140698985654025,0.006287475615084339,0.0 -2144,2001-06-14,11.24,15.55,18.62,0.0,0.0068985439410575,0.0006290225487702505,0.005658453066314089,0.0 -2145,2001-06-15,12.24,15.79,20.05,15.86,17.34838956584174,15.860566068024665,0.00509238504164826,0.0 -2146,2001-06-16,9.930000000000009,12.93,16.2,5.67,6.205466683528416,5.670509418889994,0.004582966151654429,0.0 -2147,2001-06-17,9.29000000000002,10.56,11.53,25.28,27.64754442861788,25.28045844271619,0.00412452343546881,0.0 -2148,2001-06-18,8.54000000000002,9.970000000000027,11.36,2.59,2.836562589937443,2.5904125706769894,0.0037119527584790722,0.0 -2149,2001-06-19,9.210000000000036,12.85,15.74,0.02,0.0259317469034578,0.020371291119825698,0.003340661638653374,0.0 -2150,2001-06-20,9.860000000000014,14.99,19.54,0.0,0.0036549896418863,0.0003341437930329043,0.0030065178456204697,0.0 -2151,2001-06-21,13.46,17.69,21.97,0.0,0.0032883529869286,0.0003007146609407613,0.0027058031846797083,0.0 -2152,2001-06-22,11.6,17.29,22.06,0.0,0.0029585967037366,0.00027063124596783596,0.0024351719387118724,0.0 -2153,2001-06-23,12.04,17.35,21.47,0.0,0.0026619914329116,0.00024355844342073093,0.0021916134952911417,0.0 -2154,2001-06-24,14.76,19.82000000000005,25.16,0.0,0.0023951886424468,0.00021919476040654416,0.0019724187348845977,0.0 -2155,2001-06-25,15.1,21.1,26.43,0.0,0.0021551810346709,0.00019726893538236532,0.0017751497995022324,0.0 -2156,2001-06-26,18.61,23.08,28.15,0.0,0.001939267202436,0.00017753689941596367,0.0015976129000862687,0.0 -2157,2001-06-27,11.84,18.14,23.78,6.0,6.562470717009283,6.000159779044289,0.0014378338557975777,0.0 -2158,2001-06-28,12.89,15.48,17.47,1.07,1.1715663412065245,1.0701437977661916,0.001294036089606112,0.0 -2159,2001-06-29,14.08,18.64,23.14,0.0,0.0014130226167718,0.00012941525699720422,0.0011646208326089077,0.0 -2160,2001-06-30,15.46,19.93,24.47,0.0,0.0012715502111007,0.00011647151798180613,0.0010481493146271017,0.0 -2161,2001-07-01,13.17,17.79,21.49,0.0,0.001144257404888,0.00010482257344907515,0.0009433267411780265,0.0 -2162,2001-07-02,15.36,19.99,25.06,0.0,0.0010297200814459,9.433886402646773e-05,0.0008489878771515588,0.0 -2163,2001-07-03,15.99,20.8,25.3,0.13,0.143075714475227,0.13008490380146806,0.0007640840756834942,0.0 -2164,2001-07-04,16.91,20.2,24.41,9.58,10.476125948225642,9.580076412468655,0.0006876716070285849,0.0 -2165,2001-07-05,17.76,21.83,26.38,0.0,0.000750467607954,6.877045014411989e-05,0.000618901156884465,0.0 -2166,2001-07-06,11.93,20.52,25.9,5.34,5.839721243135401,5.340061892780107,0.0005570083767769195,0.0 -2167,2001-07-07,13.37,14.03,14.53,14.3,15.637004041094146,14.300055702995838,0.0005013053809404042,0.0 -2168,2001-07-08,13.11,14.26,16.62,9.62,10.519577186313494,9.620050132286186,0.00045117309475276827,0.0 -2169,2001-07-09,11.37,15.85,20.02,0.0,0.0004922614733374,4.511872542011685e-05,0.0004060543693326514,0.0 -2170,2001-07-10,13.11,18.64,24.16,0.0,0.0004430146712636,4.060658384058683e-05,0.0003654477854920646,0.0 -2171,2001-07-11,9.730000000000018,13.83,16.22,1.36,1.4874965211183917,1.3600365457075385,0.0003289020779537586,0.0 -2172,2001-07-12,11.65,17.5,20.57000000000005,26.45,28.922224594023845,26.450032890960273,0.0002960111176814629,0.0 -2173,2001-07-13,13.16,17.99,21.35,5.6,6.12366690480107,5.600029601721271,0.0002664093964101103,0.0 -2174,2001-07-14,12.42,16.19,19.64,33.2,36.30297280981031,33.20002664143334,0.00023976796307376117,0.0 -2175,2001-07-15,8.020000000000039,10.22,12.53,23.71,25.92606259659379,23.7100239771962,0.00021579076687480798,0.0 -2176,2001-07-16,8.160000000000025,11.26,13.92,0.82,0.8968679017978993,0.8200215794005984,0.00019421136627635027,0.0 -2177,2001-07-17,10.91,15.14,19.65,22.61,24.7232131808636,22.610019421398995,0.0001747899672816991,0.0 -2178,2001-07-18,11.25,13.96,17.31,2.85,3.116535363780721,2.850017479209245,0.00015731075803688413,0.0 -2179,2001-07-19,10.1,13.73,17.61,2.23,2.438574639557312,2.2300157312479416,0.0001415795100951783,0.0 -2180,2001-07-20,6.75,10.49,12.66,1.15,1.2576268527099312,1.1500141580904408,0.00012742141965420541,0.0 -2181,2001-07-21,10.7,15.47,19.45,0.07,0.0766807824790129,0.07001274225490466,0.00011467916474955344,0.0 -2182,2001-07-22,14.97,19.67,23.93,0.0,0.0001250827664653,1.1468007955552615e-05,0.00010321115679400082,0.0 -2183,2001-07-23,14.0,18.53,22.88,0.01,0.0110471159843516,0.010010321189778553,9.28899670154483e-05,0.0 -2184,2001-07-24,15.34,18.32000000000005,21.35,0.08,0.0875776573862607,0.08000928905672176,8.360091029368577e-05,0.0 -2185,2001-07-25,15.65,20.07000000000005,24.53,0.1,0.1094366106917364,0.10000836013964567,7.524077064801065e-05,0.0 -2186,2001-07-26,15.83,20.58,25.57000000000005,0.02,0.0219511491159899,0.020007524116443957,6.771665420405218e-05,0.0 -2187,2001-07-27,16.72,20.93,26.42,0.51,0.5577355407806612,0.5100067716973175,6.0944956886566556e-05,0.0 -2188,2001-07-28,15.34,17.97,19.81,2.13,2.3291240928397148,2.130006094521525,5.485043536130182e-05,0.0 -2189,2001-07-29,16.51,20.28,24.42,1.29,1.4106158478472397,1.2900054850644638,4.93653708975388e-05,0.0 -2190,2001-07-30,16.88,20.95,26.05,0.0,5.38403965336336e-05,4.936554041122101e-06,4.44288168564167e-05,0.0 -2191,2001-07-31,17.42,21.44,26.05,0.0,4.845610976658881e-05,4.442895416239452e-06,3.998592144017724e-05,0.0 -2192,2001-08-01,17.47,22.25,27.8,0.0,4.361029862959367e-05,3.9986032657942895e-06,3.598731817438295e-05,0.0 -2193,2001-08-02,16.22,22.65,26.64,16.73,18.293529400784383,16.730003598740826,3.2388577348311204e-05,0.0 -2194,2001-08-03,13.07000000000005,15.51,17.78,18.75,20.502303127050773,18.75000323886503,2.9149712316491048e-05,0.0 -2195,2001-08-04,11.81,14.84,18.01,5.68,6.210852118003076,5.680002914977142,2.6234735174283785e-05,0.0 -2196,2001-08-05,11.38,14.44,17.54,0.24,0.2624576401886954,0.24000262347830498,2.3611256869305457e-05,0.0 -2197,2001-08-06,12.94,15.03,16.57000000000005,8.73,9.545881640079973,8.730002361129566,2.125012730446102e-05,0.0 -2198,2001-08-07,15.16,18.06,21.18,3.86,4.220756707560219,3.8600021250158716,1.9125111432905815e-05,0.0 -2199,2001-08-08,13.92,16.38,19.68,3.09,3.378794592153253,3.0900019125136873,1.7212597745317694e-05,0.0 -2200,2001-08-09,11.99,14.88,18.12,4.42,4.833086702452533,4.420001721261835,1.5491335909905527e-05,0.0 -2201,2001-08-10,7.950000000000045,12.84,16.88,0.0,1.6895095703012603e-05,1.5491352603032297e-06,1.3942200649602298e-05,0.0 -2202,2001-08-11,10.12,13.76,18.48,0.0,1.5205561799131336e-05,1.3942214171031743e-06,1.2547979232499124e-05,0.0 -2203,2001-08-12,10.38,15.53,21.22,0.0,1.3684985909072343e-05,1.2547990184854613e-06,1.1293180214013663e-05,0.0 -2204,2001-08-13,12.71,17.56,22.77,0.0,1.2316471352986289e-05,1.129318908541989e-06,1.0163861305471674e-05,0.0 -2205,2001-08-14,15.11,20.71,26.51,0.0,1.108481128592148e-05,1.0163868491309464e-06,9.147474456340727e-06,0.0 -2206,2001-08-15,16.15,22.19,28.26,0.24,0.2624390041979049,0.24000091474802768,8.232726428653885e-06,0.0 -2207,2001-08-16,14.49,17.56,21.0,0.01,0.0109435215074891,0.010000823273114329,7.40945331432582e-06,0.0 -2208,2001-08-17,14.14,17.16,20.59,0.63,0.688884278984768,0.6300007409457133,6.668507601008519e-06,0.0 -2209,2001-08-18,14.28,19.57000000000005,26.27,4.89,5.346998715737204,4.890000666851069,6.0016565315810795e-06,0.0 -2210,2001-08-19,14.71,17.47,23.96,30.35,33.18634402920894,30.350000600165906,5.401490627868462e-06,0.0 -2211,2001-08-20,14.43,16.34,19.38,5.54,6.057742617749845,5.540000540149266,4.861341362132481e-06,0.0 -2212,2001-08-21,14.07000000000005,17.82000000000005,22.5,0.01,0.0109398446300929,0.010000486134300603,4.375207061530448e-06,0.0 -2213,2001-08-22,14.26,18.44,24.01,0.0,4.771619254040335e-06,4.375208393079506e-07,3.937686222222497e-06,0.0 -2214,2001-08-23,14.53,18.94,24.31,0.0,4.294455387671296e-06,3.9376873007771613e-07,3.5439174921447804e-06,0.0 -2215,2001-08-24,15.65,20.07000000000005,26.17,0.0,3.8650082767237255e-06,3.543918365774005e-07,3.18952565556738e-06,0.0 -2216,2001-08-25,15.17,20.19,26.91,0.0,3.478506175586083e-06,3.1895263632070135e-07,2.8705730192466786e-06,0.0 -2217,2001-08-26,15.97,20.93,28.32000000000005,0.0,3.130654526521252e-06,2.8705735924347537e-07,2.583515660003203e-06,0.0 -2218,2001-08-27,15.31,21.02,27.76,0.0,2.8175882383495568e-06,2.583516124285523e-07,2.3251640475746508e-06,0.0 -2219,2001-08-28,15.05,19.14,25.16,0.01,0.010937078656997,0.010000232516442364,2.0926476052103194e-06,0.0 -2220,2001-08-29,14.92,19.08,25.7,22.37,24.46057458906129,22.37000020926479,1.8833828142277267e-06,0.0 -2221,2001-08-30,11.34,13.37,15.13,19.33,21.13647334104549,19.330000188338303,1.6950445081310906e-06,0.0 -2222,2001-08-31,9.75,12.36,15.85,18.84,20.6006805370584,18.84000016950447,1.5255400373321529e-06,0.0 -2223,2001-09-01,8.170000000000016,9.77000000000004,11.52,2.49,2.7227028279924177,2.4900001525540203,1.3729860174104167e-06,0.0 -2224,2001-09-02,8.03000000000003,11.75,16.34,0.0,1.497380038493776e-06,1.3729861485374327e-07,1.2356874025566734e-06,0.0 -2225,2001-09-03,9.5,15.06,20.79,10.23,11.18603866095107,10.230000123568752,1.112118651679718e-06,0.0 -2226,2001-09-04,7.28000000000003,9.450000000000044,12.21,32.69,35.74502171845703,32.69000011121187,1.0009067779085031e-06,0.0 -2227,2001-09-05,4.720000000000027,7.56,9.5,0.02,0.021870177246147,0.02000010009068476,9.00816093149026e-07,0.0 -2228,2001-09-06,5.31,11.27,14.81,5.76,6.2982976515079,5.760000090081615,8.107344781895357e-07,0.0 -2229,2001-09-07,10.66,12.6,14.92,0.39,0.4264480544895366,0.3900000810734524,7.296610257984662e-07,0.0 -2230,2001-09-08,9.420000000000016,12.52,15.11,12.8,13.996215615940477,12.800000072966107,6.566949195152058e-07,0.0 -2231,2001-09-09,5.9500000000000455,8.600000000000023,12.43,2.51,2.7445709660847752,2.5100000656694945,5.9102542456392e-07,0.0 -2232,2001-09-10,5.06,6.970000000000027,9.79000000000002,0.22,0.2405605867941906,0.2200000591025449,5.319228796777182e-07,0.0 -2233,2001-09-11,5.100000000000023,8.450000000000045,12.66,0.26,0.2842986936499435,0.26000005319228997,4.787305897418005e-07,0.0 -2234,2001-09-12,6.480000000000018,9.77000000000004,13.73,0.03,0.0328041505884315,0.030000047873060567,4.308575291734223e-07,0.0 -2235,2001-09-13,7.0,12.24,16.91,10.65,11.645288581989382,10.650000043085754,3.8777177496477954e-07,0.0 -2236,2001-09-14,6.420000000000016,8.240000000000009,9.56,15.76,17.23283992024052,15.760000038777179,3.489945964223482e-07,0.0 -2237,2001-09-15,6.340000000000032,9.88,12.65,4.64,5.073628252925811,4.64000003489946,3.1409513593289114e-07,0.0 -2238,2001-09-16,4.260000000000048,6.520000000000039,8.79000000000002,19.07,20.85217351604256,19.070000031409513,2.82685621653352e-07,0.0 -2239,2001-09-17,2.9600000000000364,5.170000000000016,7.75,3.42,3.739613955561592,3.4200000282685625,2.5441705893215425e-07,0.0 -2240,2001-09-18,3.170000000000016,6.75,9.81,1.12,1.2246690742322612,1.1200000254417064,2.2897535258869018e-07,0.0 -2241,2001-09-19,6.670000000000016,9.38,11.3,13.27,14.510138582820536,13.270000022897536,2.0607781696511976e-07,0.0 -2242,2001-09-20,9.390000000000043,12.18,16.25,5.25,5.740635209584553,5.250000020607782,1.8547003497319967e-07,0.0 -2243,2001-09-21,9.180000000000009,11.51,15.41,0.08,0.0874765448996656,0.08000001854700374,1.6692303123659912e-07,0.0 -2244,2001-09-22,10.11,11.15,12.1,4.82,5.270449825267194,4.820000016692304,1.5023072791912194e-07,0.0 -2245,2001-09-23,9.62,10.93,12.24,15.5,16.94854154764346,15.500000015023073,1.3520765497021776e-07,0.0 -2246,2001-09-24,5.25,8.5,11.55,0.0,1.474574405949227e-07,1.3520765624185288e-08,1.2168688934603248e-07,0.0 -2247,2001-09-25,5.2900000000000205,8.260000000000048,13.2,0.0,1.327116946818131e-07,1.2168689037605693e-08,1.095182003084268e-07,0.0 -2248,2001-09-26,4.010000000000048,8.56,15.89,0.01,0.0109346622687829,0.010000010951820114,9.856638019415214e-08,0.0 -2249,2001-09-27,4.770000000000039,10.1,18.1,0.01,0.0109346503247293,0.010000009856638088,8.870974210715702e-08,0.0 -2250,2001-09-28,5.920000000000016,12.08,18.41,0.31,0.3389709244228592,0.3100000088709743,7.98387678417016e-08,0.0 -2251,2001-09-29,10.58,11.67,12.79,15.2,16.620505186026218,15.200000007983876,7.185489101319227e-08,0.0 -2252,2001-09-30,11.22,13.37,17.88,0.01,0.0109346211931838,0.010000007185489138,6.466940187595831e-08,0.0 -2253,2001-10-01,13.7,16.66,21.55,0.0,7.052843157925008e-08,6.466940216686763e-09,5.820246165927154e-08,0.0 -2254,2001-10-02,14.36,17.51,22.21,0.03,0.0328036919603657,0.030000005820246187,5.2382215469780736e-08,0.0 -2255,2001-10-03,10.71,15.92,20.46,29.45,32.20222868635156,29.45000000523822,4.7143993903716104e-08,0.0 -2256,2001-10-04,7.32000000000005,10.59,15.52,0.01,0.0109345942434849,0.010000004714399406,4.242959449788438e-08,0.0 -2257,2001-10-05,8.13,13.94,17.56,0.23,0.2514945313236659,0.23000000424295947,3.818663503557325e-08,0.0 -2258,2001-10-06,12.64,15.78,20.65,34.46,37.68043462782775,34.460000003818664,3.4367971521872544e-08,0.0 -2259,2001-10-07,12.51,14.63,17.16,1.17,1.2793415483880328,1.170000003436797,3.093117436146915e-08,0.0 -2260,2001-10-08,7.87,10.23,13.07000000000005,12.89,14.09462573935972,12.890000003093117,2.783805691866716e-08,0.0 -2261,2001-10-09,7.75,10.36,12.47,0.22,0.2405599725818798,0.2200000027838057,2.5054251221409838e-08,0.0 -2262,2001-10-10,6.980000000000018,11.05,18.4,0.01,0.0109345701524175,0.010000002505425126,2.254882609490246e-08,0.0 -2263,2001-10-11,6.710000000000036,12.0,19.0,0.01,0.0109345674200017,0.010000002254882612,2.0293943481875437e-08,0.0 -2264,2001-10-12,9.680000000000009,14.25,22.16,0.01,0.0109345649608274,0.01000000202939435,1.8264549130823104e-08,0.0 -2265,2001-10-13,10.09,15.2,23.16,0.0,1.9919311284782824e-08,1.8264549154027908e-09,1.6438094215420313e-08,0.0 -2266,2001-10-14,10.26,13.35,18.8,0.07,0.0765418177251949,0.07000000164380943,1.4794284791998692e-08,0.0 -2267,2001-10-15,9.840000000000032,13.87,20.75,0.03,0.0328036446194198,0.030000001479428478,1.3314856311276355e-08,0.0 -2268,2001-10-16,8.81,12.65,19.42,0.0,1.452117785235784e-08,1.331485632360834e-09,1.1983370678915521e-08,0.0 -2269,2001-10-17,8.710000000000036,12.5,17.93,0.0,1.3069060049146166e-08,1.1983370688904429e-09,1.078503361002508e-08,0.0 -2270,2001-10-18,10.46,13.27,17.34,3.53,3.859893630137674,3.5300000010785033,9.70653024821347e-09,0.0 -2271,2001-10-19,10.22,13.62,19.16,0.03,0.0328036390707164,0.030000000970653026,8.735877222736752e-09,0.0 -2272,2001-10-20,8.910000000000025,12.92,15.45,4.5,4.9205442822440135,4.500000000873587,7.862289499932225e-09,0.0 -2273,2001-10-21,7.56,10.69,14.08,3.17,3.4662500851327964,3.170000000786229,7.076060549509013e-09,0.0 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-2486,2002-05-22,8.19,12.19,14.58,23.23,25.408712510977814,23.23012074270986,0.00108658299555378,0.0 -2487,2002-05-23,5.82000000000005,7.640000000000043,8.420000000000016,22.74,24.87213348228162,22.74010866651225,0.0009779164833022072,0.0 -2488,2002-05-24,8.100000000000023,12.84,16.7,1.99,2.182251144960751,1.9900977983005024,0.0008801181827998012,0.0 -2489,2002-05-25,3.680000000000007,7.57000000000005,10.57000000000005,9.96,10.896447875379849,9.96008801720646,0.0007921009763418019,0.0 -2490,2002-05-26,5.830000000000041,10.03,14.29,2.74,3.0011386257226444,2.7400792144619994,0.0007128865143428025,0.0 -2491,2002-05-27,6.260000000000048,8.700000000000045,10.93,2.12,2.3226855333461267,2.120071292186527,0.0006415943278163033,0.0 -2492,2002-05-28,6.81,10.1,12.74,2.99,3.273531240109733,2.990064162296175,0.0005774320316415295,0.0 -2493,2002-05-29,4.640000000000043,9.03000000000003,11.78,0.68,0.7472389050385795,0.6800577455224897,0.0005196865091519326,0.0 -2494,2002-05-30,7.600000000000023,13.05,17.69,0.0,0.0033188509278052,5.19705295520343e-05,0.0004677159795998983,0.0 -2495,2002-05-31,12.01,16.32000000000005,20.61,0.0,0.0029852322906439,4.6773119643607e-05,0.00042094285995629134,0.0 -2496,2002-06-01,11.7,17.18,22.5,0.0,0.0026853062698997,4.2095518550447796e-05,0.00037884734140584356,0.0 -2497,2002-06-02,13.55,18.5,24.1,0.0,0.0024156403858217,3.788573250349125e-05,0.00034096160890235234,0.0 -2498,2002-06-03,12.36,15.95,18.68,4.86,5.316360972054183,4.86003409696956,0.00030686463934289824,0.0 -2499,2002-06-04,14.29,17.35,21.81,1.95,2.134190949561266,1.9500306871189528,0.0002761775203899934,0.0 -2500,2002-06-05,9.910000000000023,12.97,15.69,1.7,1.860631267026376,1.7000276182826015,0.00024855923778843264,0.0 -2501,2002-06-06,8.660000000000025,11.71,14.36,26.67,29.16400832321109,26.670024856353535,0.00022370288425574926,0.0 -2502,2002-06-07,7.100000000000023,10.47,12.99,0.48,0.5262820014227536,0.4800223706365248,0.0002013322477309013,0.0 -2503,2002-06-08,9.450000000000044,11.36,13.58,11.61,12.696285455270678,11.610020133506731,0.00018119874099837503,0.0 -2504,2002-06-09,8.740000000000009,10.96,13.09,12.02,13.14447332942756,12.020018120102486,0.00016307863851210502,0.0 -2505,2002-06-10,6.980000000000018,9.63,11.51,0.24,0.2634663833369012,0.2400163080488437,0.00014677058966840236,0.0 -2506,2002-06-11,7.140000000000043,11.61,14.67,0.0,0.0009334503444278,1.4677208810381163e-05,0.00013209338085802118,0.0 -2507,2002-06-12,11.38,17.58,22.18,0.0,0.000839968001838,1.3209459458794905e-05,0.00011888392139922628,0.0 -2508,2002-06-13,13.0,18.72,23.62,0.0,0.0007558600128379,1.1888490451846044e-05,0.00010699543094738024,0.0 -2509,2002-06-14,16.6,21.96,27.46,0.0,0.0006801839710453,1.0699622727249651e-05,9.629580822013059e-05,0.0 -2510,2002-06-15,18.34,22.33,27.76,0.0,0.0006120926574765,9.629645324240795e-06,8.66661628958898e-05,0.0 -2511,2002-06-16,16.22,21.49,26.28,0.0,0.0005508243413067,8.666668536315677e-06,7.799949435957412e-05,0.0 -2512,2002-06-17,16.76,23.72,30.23,0.0,0.0004956940850171,7.799991755749342e-06,7.019950260382478e-05,0.0 -2513,2002-06-18,17.44,23.93,29.77,0.0,0.000446085946895,7.019984539372611e-06,6.317951806445216e-05,0.0 -2514,2002-06-19,20.37,24.41,28.58,0.16,0.1753541312379736,0.1600063179795724,5.686153849205507e-05,0.0 -2515,2002-06-20,17.46,21.79,25.13,0.02,0.0222303616403552,0.020005686176339604,5.11753621524505e-05,0.0 -2516,2002-06-21,17.73,22.35,27.19,0.0,0.0003251278111443,5.117554432452274e-06,4.605780771999823e-05,0.0 -2517,2002-06-22,16.17,22.46,27.43,0.0,0.0002925983666258,4.605795527926002e-06,4.145201219207223e-05,0.0 -2518,2002-06-23,18.27,24.19,30.43,9.63,10.53022806864758,9.630004145213173,3.730679902057331e-05,0.0 -2519,2002-06-24,13.17,16.94,19.47,2.27,2.482378203614513,2.2700037306895835,3.357610943716591e-05,0.0 -2520,2002-06-25,12.37,17.55,21.72,0.0,0.000213274586393,3.3576187856056257e-06,3.0218490651560286e-05,0.0 -2521,2002-06-26,12.84,18.6,23.46,0.0,0.0001919399570834,3.0218554170828498e-06,2.7196635234477435e-05,0.0 -2522,2002-06-27,11.17,18.61,23.32000000000005,17.12,18.72011006213336,17.12000271966867,2.447696656597137e-05,0.0 -2523,2002-06-28,7.090000000000032,12.45,15.93,0.0,0.0001554614340385,2.4477008240926255e-06,2.2029265741878744e-05,0.0 -2524,2002-06-29,8.610000000000014,13.54,18.13,0.0,0.0001399114804998,2.202929949857943e-06,1.98263357920208e-05,0.0 -2525,2002-06-30,10.05,15.17,19.55,0.0,0.000125917246383,1.9826363134939043e-06,1.7843699478526897e-05,0.0 -2526,2002-07-01,12.28,18.35,23.76,5.19,5.675141050888693,5.190001784372163,1.605932731589851e-05,0.0 -2527,2002-07-02,11.11,13.4,15.67,3.54,3.8709301498990913,3.5400016059345254,1.4453392790340837e-05,0.0 -2528,2002-07-03,9.960000000000036,14.53,18.69,14.0,15.308451747748872,14.000001445340732,1.3008052058193178e-05,0.0 -2529,2002-07-04,7.56,11.58,14.26,0.01,0.011017150867311,0.010001300806382842,1.1707245675352127e-05,0.0 -2530,2002-07-05,10.4,15.95,21.15,15.69,17.15637204369807,15.69000117072552,1.0536520154429503e-05,0.0 -2531,2002-07-06,11.98,13.77,15.11,17.51,19.1464514029539,17.51000105365279,9.48286736674289e-06,0.0 -2532,2002-07-07,12.99,16.81,20.05,0.0,6.021889889598088e-05,9.482873621915546e-07,8.534580004551335e-06,0.0 -2533,2002-07-08,15.97,20.75,25.59,0.65,0.7107994802741392,0.6500008534585071,7.68112149742729e-06,0.0 -2534,2002-07-09,13.49,20.23,25.8,4.89,5.347040219349253,4.89000076811256,6.9130089372827975e-06,0.0 -2535,2002-07-10,10.59,12.96,15.1,8.68,9.491227073251377,8.680000691301226,6.221707711129128e-06,0.0 -2536,2002-07-11,11.79,15.71,19.77,0.0,3.9508186280669873e-05,6.221710403774492e-07,5.599536670751679e-06,0.0 -2537,2002-07-12,14.02,18.09,22.46,0.12,0.1312500710606725,0.12000055995388517,5.039582785572258e-06,0.0 -2538,2002-07-13,11.67,13.29,14.83,8.42,9.206917062604374,8.420000503958455,4.5356243303506015e-06,0.0 -2539,2002-07-14,12.72,15.26,17.92,1.89,2.06665739546861,1.890000453562576,4.082061754217364e-06,0.0 -2540,2002-07-15,14.42,16.36,17.78,9.69,10.595597921287297,9.690000408206291,3.673855462886112e-06,0.0 -2541,2002-07-16,14.2,14.86,15.6,51.1,55.87553718093257,51.10000036738564,3.306469822710799e-06,0.0 -2542,2002-07-17,11.3,13.45,14.59,5.96,6.517008521231678,5.960000330647058,2.975822764391495e-06,0.0 -2543,2002-07-18,11.44,14.95,18.1,0.01,0.0109534387890007,0.010000297582338039,2.6782404263532872e-06,0.0 -2544,2002-07-19,12.07000000000005,16.17,20.42,0.0,1.7006308373021413e-05,2.678240925305636e-07,2.4104163338227236e-06,0.0 -2545,2002-07-20,13.94,20.23,25.43,12.56,13.733801097925577,12.560000241041674,2.1693746600253126e-06,0.0 -2546,2002-07-21,12.77,16.56,20.02,0.69,0.7544972301816986,0.6900002169374987,1.9524371612865205e-06,0.0 -2547,2002-07-22,11.0,16.3,20.92,0.01,0.0109469403269711,0.010000195243742646,1.7571934186414978e-06,0.0 -2548,2002-07-23,12.55,17.72,22.55,0.0,1.1157724608269849e-05,1.7571936334240926e-07,1.5814740552990886e-06,0.0 -2549,2002-07-24,13.22,14.83,15.9,2.48,2.711776663340817,2.4800001581474227,1.4233266323717901e-06,0.0 -2550,2002-07-25,11.48,15.42,18.44,0.0,9.037723368574186e-06,1.4233267732906433e-07,1.2809939550427257e-06,0.0 -2551,2002-07-26,11.85,16.38,20.33,0.0,8.133938153753011e-06,1.2809940691869943e-07,1.1528945481240263e-06,0.0 -2552,2002-07-27,14.79,19.51,23.86,0.0,7.320533907255039e-06,1.1528946405808822e-07,1.0376050840659382e-06,0.0 -2553,2002-07-28,16.52,20.91,25.27,0.0,6.588472067340565e-06,1.0376051589559901e-07,9.338445681703391e-07,0.0 -2554,2002-07-29,15.96,21.5,26.75,0.0,5.9296180167783065e-06,9.338446288312802e-08,8.404601052872111e-07,0.0 -2555,2002-07-30,15.96,20.28,25.36,1.79,1.95728850290908,1.7900000840460155,7.564140898449538e-07,0.0 -2556,2002-07-31,13.22,19.41,25.36,5.88,6.429515985997561,5.880000075641413,6.807726768804942e-07,0.0 -2557,2002-08-01,8.220000000000027,12.08,14.68,4.03,4.4066250824678495,4.030000068077271,6.126954059686738e-07,0.0 -2558,2002-08-02,11.8,15.9,20.59,13.41,14.663225823104156,13.410000061269542,5.51425862760552e-07,0.0 -2559,2002-08-03,13.23,14.74,16.75,1.01,1.104392327019434,1.0100000551425885,4.962832743693807e-07,0.0 -2560,2002-08-04,10.18,14.11,16.96,0.21,0.2296285506202353,0.21000004962832913,4.466549452191986e-07,0.0 -2561,2002-08-05,11.93,16.22,21.52,12.84,14.03995582758744,12.840000044665496,4.019894493095511e-07,0.0 -2562,2002-08-06,12.51,13.82000000000005,15.49,8.58,9.381840299137473,8.580000040198946,3.6179050325453656e-07,0.0 -2563,2002-08-07,10.76,13.58,15.7,0.63,0.6888784954212275,0.6300000361790512,3.256114520185948e-07,0.0 -2564,2002-08-08,11.74,15.57000000000005,20.37,0.7,0.7654200654941208,0.7000000325611458,2.9305030607924e-07,0.0 -2565,2002-08-09,9.950000000000044,12.78,14.62,25.22,27.576918873633563,25.22000002930503,2.6374527487394474e-07,0.0 -2566,2002-08-10,9.800000000000011,10.66,11.94,4.64,5.073629546999083,4.640000026374528,2.3737074690267956e-07,0.0 -2567,2002-08-11,9.960000000000036,11.89,12.78,11.17,12.213885846383263,11.170000023737074,2.1363367182047634e-07,0.0 -2568,2002-08-12,11.59,13.08,14.89,3.33,3.6412041183058745,3.3300000213633676,1.9227030432096114e-07,0.0 -2569,2002-08-13,11.96,15.57000000000005,20.12,0.0,1.220845695756145e-06,1.922703068924484e-08,1.730432736317163e-07,0.0 -2570,2002-08-14,12.15,16.82000000000005,21.81,0.0,1.0987608911888516e-06,1.73043275714621e-08,1.557389460602542e-07,0.0 -2571,2002-08-15,13.38,18.05,23.3,0.01,0.0109355317128709,0.010000015573894775,1.401650512855135e-07,0.0 -2572,2002-08-16,13.44,18.34,24.05,0.01,0.0109354328242556,0.010000014016505266,1.261485460203028e-07,0.0 -2573,2002-08-17,14.34,18.89,25.08,0.0,8.009962718544568e-07,1.2614854712724373e-08,1.1353369130757842e-07,0.0 -2574,2002-08-18,13.13,19.12,25.58,0.0,7.208965435129248e-07,1.1353369220420058e-08,1.0218032208715836e-07,0.0 -2575,2002-08-19,15.64,21.13,28.17,0.0,6.488068072252219e-07,1.0218032281342231e-08,9.196228980581613e-08,0.0 -2576,2002-08-20,13.49,16.72,20.53,6.67,7.293340650374989,6.670000009196229,8.276606076640713e-08,0.0 -2577,2002-08-21,9.900000000000034,14.13,18.02,0.0,5.255334003623421e-07,8.27660612429089e-09,7.448945464211624e-08,0.0 -2578,2002-08-22,9.88,14.66,19.76,0.01,0.010935015808276,0.010000007448945502,6.704050913930798e-08,0.0 -2579,2002-08-23,10.91,16.85,22.53,11.09,12.126408422221504,11.09000000670405,6.03364581941139e-08,0.0 -2580,2002-08-24,13.23,16.78,19.93,1.92,2.099432606139532,1.9200000060336457,5.430281234937925e-08,0.0 -2581,2002-08-25,13.32000000000005,17.55,22.17,0.13,0.1421494015697252,0.13000000543028126,4.887253109392949e-08,0.0 -2582,2002-08-26,10.91,15.23,20.59,10.41,11.382859394539992,10.410000004887253,4.398527796792195e-08,0.0 -2583,2002-08-27,11.5,15.14,19.46,0.38,0.4155129067637273,0.3800000043985278,3.9586750157671936e-08,0.0 -2584,2002-08-28,11.34,14.56,17.19,0.2,0.2186911079260607,0.20000000395867504,3.562807513100391e-08,0.0 -2585,2002-08-29,11.41,16.62,21.32000000000005,12.65,13.832196903972749,12.650000003562807,3.206526760907384e-08,0.0 -2586,2002-08-30,14.16,17.45,21.59,2.2,2.40559962581933,2.2000000032065268,2.885874084101442e-08,0.0 -2587,2002-08-31,13.94,15.54,17.46,1.82,1.990086977985242,1.820000002885874,2.597286675111983e-08,0.0 -2588,2002-09-01,12.21,13.86,15.61,0.01,0.0109347077461047,0.01000000259728668,2.33755800713154e-08,0.0 -2589,2002-09-02,12.41,15.58,18.44,0.53,0.5795309183237976,0.5300000023375581,2.1038022060382974e-08,0.0 -2590,2002-09-03,12.32000000000005,14.22,16.87,14.04,15.352098264459451,14.0400000021038,1.8934219851265958e-08,0.0 -2591,2002-09-04,10.63,14.31,18.88,0.49,0.5357927188098038,0.49000000189342197,1.70407978636456e-08,0.0 -2592,2002-09-05,12.06,13.04,14.62,2.28,2.4930758730457,2.28000000170408,1.5336718075261094e-08,0.0 -2593,2002-09-06,12.22,13.72,16.22,0.0,9.738232703789653e-08,1.533671809162266e-09,1.3803046266098828e-08,0.0 -2594,2002-09-07,8.87,12.78,17.72,0.01,0.0109346304723521,0.010000001380304628,1.2422741638163659e-08,0.0 -2595,2002-09-08,9.360000000000014,15.95,22.39,5.53,6.046802262907056,5.530000001242274,1.1180467473273811e-08,0.0 -2596,2002-09-09,10.83,13.69,17.36,2.69,2.9413920917934546,2.6900000011180465,1.006242072507691e-08,0.0 -2597,2002-09-10,6.230000000000018,11.25,16.41,0.04,0.043738235205578,0.04000000100624208,9.056178651864907e-09,0.0 -2598,2002-09-11,6.32000000000005,10.66,15.48,0.41,0.4483163134619161,0.41000000090561783,8.150560786107924e-09,0.0 -2599,2002-09-12,7.360000000000014,11.86,18.41,2.05,2.2415813315461057,2.050000000815056,7.3355047070350326e-09,0.0 -2600,2002-09-13,4.990000000000009,11.11,19.56,0.0,4.657766099157876e-08,7.335504710778034e-10,6.601954235957229e-09,0.0 -2601,2002-09-14,4.660000000000025,10.52,20.13,0.02,0.021869127576413,0.020000000660195423,5.941758812058323e-09,0.0 -2602,2002-09-15,4.38,10.43,19.23,0.0,3.772790481827738e-08,5.941758814514107e-10,5.347582930606913e-09,0.0 -2603,2002-09-16,4.0400000000000205,10.4,17.79,0.0,3.3955114112032216e-08,5.347582932596097e-10,4.812824637347303e-09,0.0 -2604,2002-09-17,6.840000000000032,12.58,21.6,0.01,0.0109345733878617,0.010000000481282464,4.331542173451449e-09,0.0 -2605,2002-09-18,7.79000000000002,15.03,21.06,0.05,0.0546727416449384,0.050000000433154224,3.8983879559757934e-09,0.0 -2606,2002-09-19,12.03,16.15,21.58,0.77,0.8419598225292411,0.7700000003898388,3.508549160272501e-09,0.0 -2607,2002-09-20,10.15,14.2,19.96,0.04,0.0437381935909869,0.040000000350854915,3.157694244159623e-09,0.0 -2608,2002-09-21,9.58000000000004,13.75,19.1,0.05,0.0546727341914511,0.05000000031576943,2.8419248196743018e-09,0.0 -2609,2002-09-22,6.170000000000016,9.680000000000009,13.73,3.96,4.330078978035808,3.9600000002841926,2.557732337650691e-09,0.0 -2610,2002-09-23,5.31,6.12,7.480000000000018,6.96,7.610441824709072,6.960000000255773,2.3019591038401156e-09,0.0 -2611,2002-09-24,0.6299999999999955,3.650000000000034,6.31,1.27,1.1920491945425518,1.2700000002301959,2.071763193419244e-09,0.0 -2612,2002-09-25,1.9500000000000453,3.87,6.510000000000048,0.03,0.0515111139312193,0.030000000207176317,1.864586874047463e-09,0.0 -2613,2002-09-26,4.170000000000016,8.170000000000016,12.53,8.85,9.695012282498206,8.850000000186458,1.6781281866185329e-09,0.0 -2614,2002-09-27,3.0300000000000296,7.54000000000002,12.69,0.0,0.0161191705205247,1.678128186814422e-10,1.5103153679370906e-09,0.0 -2615,2002-09-28,-0.0099999999999909,6.480000000000018,16.48,0.0,0.0144842174635872,1.510315368095761e-10,1.3592838311275146e-09,0.0 -2616,2002-09-29,-1.12,6.32000000000005,15.53,0.0,0.0130171844945082,1.3592838312560375e-10,1.223355448001911e-09,0.0 -2617,2002-09-30,2.260000000000048,8.590000000000032,17.82000000000005,0.01,0.022566170001225,0.010000000122335545,1.1010199031913095e-09,0.0 -2618,2002-10-01,3.81,9.550000000000011,19.26,0.0,0.0105251889607269,1.1010199032756334e-10,9.909179128637461e-10,0.0 -2619,2002-10-02,3.8000000000000114,9.360000000000014,19.55,0.0,0.0094628251004374,9.909179129320485e-11,8.918261215705412e-10,0.0 -2620,2002-10-03,2.9600000000000364,10.83,17.66,0.02,0.0303776672404253,0.020000000089182613,8.026435094079546e-10,0.0 -2621,2002-10-04,5.390000000000043,9.890000000000043,14.66,1.01,1.1120401104211544,1.0100000000802645,7.223791584626778e-10,0.0 -2622,2002-10-05,4.010000000000048,8.31,14.47,0.03,0.0396845765595562,0.030000000072237916,6.501412426127802e-10,0.0 -2623,2002-10-06,5.240000000000009,7.660000000000025,9.510000000000048,12.19,13.335396347425558,12.190000000065014,5.851271183485619e-10,0.0 -2624,2002-10-07,3.06,7.020000000000039,12.42,0.0,0.0055663666318517,5.851271183723775e-11,5.266144065113242e-10,0.0 -2625,2002-10-08,1.080000000000041,7.840000000000032,14.82000000000005,0.0,0.0050069712787064,5.2661440653061484e-11,4.739529658582627e-10,0.0 -2626,2002-10-09,6.490000000000009,10.91,15.01,0.02,0.0263731272603651,0.020000000047395296,4.2655766927087393e-10,0.0 -2627,2002-10-10,9.340000000000032,11.33,15.83,4.31,4.716839789510452,4.310000000042655,3.8390190234252087e-10,0.0 -2628,2002-10-11,6.670000000000016,9.03000000000003,11.23,1.13,1.2392485245277245,1.13000000003839,3.455117121072436e-10,0.0 -2629,2002-10-12,5.170000000000016,8.270000000000039,11.59,6.23,6.815499664555655,6.2300000000345515,3.109605408956888e-10,0.0 -2630,2002-10-13,2.650000000000034,8.840000000000032,12.11,7.15,7.803018706450011,7.150000000031096,2.798644868054473e-10,0.0 -2631,2002-10-14,9.53000000000003,10.44,11.9,10.47,11.45294328720017,10.470000000027987,2.5187803812435774e-10,0.0 -2632,2002-10-15,12.14,14.47,17.55,6.43,7.034937906330276,6.430000000025188,2.2669023431148066e-10,0.0 -2633,2002-10-16,10.15,13.32000000000005,18.06,46.26,50.586817375774544,46.260000000022664,2.0402121087997513e-10,0.0 -2634,2002-10-17,4.4500000000000455,6.590000000000032,10.07000000000005,33.5,36.633976940886114,33.5000000000204,1.8361908979168807e-10,0.0 -2635,2002-10-18,4.28000000000003,5.660000000000025,8.19,21.96,24.015187407272627,21.96000000001836,1.6525718081228473e-10,0.0 -2636,2002-10-19,-0.6200000000000045,3.260000000000048,8.980000000000018,0.03,0.0290035316217086,0.028256276128724632,0.001743724036532549,0.0 -2637,2002-10-20,0.5500000000000114,10.85,16.19,1.63,1.6870017526920813,1.6301743935539008,0.0015693304826316199,0.0 -2638,2002-10-21,8.420000000000016,11.62,14.63,19.05,20.84292281004442,19.050156950179503,0.0014123803031296086,0.0 -2639,2002-10-22,8.090000000000032,11.06,12.84,2.22,2.4388114058940986,2.22014125190628,0.0012711283968497944,0.0 -2640,2002-10-23,3.75,7.25,10.53,16.65,18.21621113909385,16.65012712407897,0.001144004317877047,0.0 -2641,2002-10-24,3.510000000000048,7.850000000000023,11.31,7.99,8.745868198155073,7.990114409535432,0.001029594782445129,0.0 -2642,2002-10-25,8.970000000000027,10.77,11.51,16.35,17.886221780741046,16.350102966852067,0.0009266279303792021,0.0 -2643,2002-10-26,2.430000000000007,7.080000000000041,12.47,0.0,0.0074138667543407,9.266876573820735e-05,0.0008339591646409947,0.0 -2644,2002-10-27,2.590000000000032,9.28000000000003,17.36,1.59,1.741301678516197,1.5900834007542821,0.0007505584103589585,0.0 -2645,2002-10-28,-1.2299999999999611,3.430000000000007,10.72,0.0,0.0063957734702809,7.505975961790905e-05,0.0006754986507410494,0.0 -2646,2002-10-29,-0.7099999999999795,8.430000000000007,16.79,0.0,0.005752472910543,6.755303908871048e-05,0.000607945611652339,0.0 -2647,2002-10-30,4.180000000000007,9.090000000000032,16.2,0.0,0.0051742131015137,6.07971320902193e-05,0.0005471484795621196,0.0 -2648,2002-10-31,3.930000000000007,9.240000000000007,14.7,0.01,0.0155888968706949,0.010054716930385881,0.0004924315491762393,0.0 -2649,2002-11-01,7.44,9.390000000000043,13.28,5.09,5.569869245385917,5.090049244841671,0.0004431867075048501,0.0 -2650,2002-11-02,8.44,10.57000000000005,11.5,81.59,89.21870159025893,81.59004432003701,0.00039886667049421516,0.0 -2651,2002-11-03,5.840000000000032,8.450000000000045,11.63,19.73,21.577241696769278,19.730039887773714,0.00035897889678165363,0.0 -2652,2002-11-04,3.730000000000018,5.2000000000000455,6.25,16.93,18.51522978900009,16.93003589878607,0.00032308011071187164,0.0 -2653,2002-11-05,-1.5299999999999727,3.07000000000005,5.650000000000034,1.96,1.3354312729112292,1.5853534413697954,0.3749696387409164,0.0 -2654,2002-11-06,-1.94,2.6000000000000227,7.31,13.55,9.744038152963808,11.101822619073682,2.8231470196672355,0.0 -2655,2002-11-07,0.660000000000025,1.8500000000000227,3.5300000000000296,16.25,12.611555970512978,16.587755176597952,2.4853918430692845,0.0 -2656,2002-11-08,0.6100000000000136,3.3600000000000136,6.56,13.44,13.10198796820896,13.73150763418472,2.193884208884565,0.0 -2657,2002-11-09,3.62,5.610000000000014,7.79000000000002,24.24,27.72039977697418,24.49286856768189,1.941015641202674,0.0 -2658,2002-11-10,4.180000000000007,7.990000000000009,9.69,19.39,22.639298794611804,19.610308606995506,1.720707034207168,0.0 -2659,2002-11-11,-0.1499999999999772,5.160000000000025,9.150000000000034,14.43,14.151018357079913,14.41914682222554,1.7315602119816285,0.0 -2660,2002-11-12,-0.4699999999999704,5.800000000000011,9.78000000000003,1.32,2.372460421796796,1.461021616587254,1.5905385953943745,0.0 -2661,2002-11-13,7.79000000000002,9.260000000000048,11.4,21.52,25.00564602842441,21.696651254156286,1.4138873412380886,0.0 -2662,2002-11-14,2.7800000000000296,4.980000000000018,7.800000000000011,64.63,71.51001899152466,64.78529432864514,1.2585930125929428,0.0 -2663,2002-11-15,6.5,8.110000000000014,11.36,25.62,29.107513170441585,25.756878006912114,1.121715005680831,0.0 -2664,2002-11-16,4.580000000000041,5.88,6.600000000000023,18.25,20.714891024610356,18.370923857258305,1.000791148422528,0.0 -2665,2002-11-17,2.950000000000045,6.0400000000000205,9.5,0.03,0.740825482590576,0.13704613168105434,0.8937450167414737,0.0 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-2673,2002-11-25,4.63,6.770000000000039,9.660000000000023,0.07,0.6167233000968717,0.11243674143459395,0.37009289321425326,0.0 -2674,2002-11-26,-0.6999999999999886,3.62,6.88,0.01,0.2099565244224133,0.04713567090574927,0.332957222308504,0.0 -2675,2002-11-27,0.2600000000000477,7.180000000000007,14.12,0.02,0.4829959664211927,0.054066868618758646,0.29889035368974537,0.0 -2676,2002-11-28,3.5200000000000387,6.900000000000034,11.66,30.22,33.43940047937984,30.25051045325183,0.2683799004379148,0.0 -2677,2002-11-29,2.450000000000045,4.07000000000005,7.680000000000007,7.68,8.493659482962007,7.707339015652085,0.24104088478582936,0.0 -2678,2002-11-30,0.1299999999999954,2.990000000000009,4.7000000000000455,0.31,0.3405961464548077,0.3345082373540752,0.21653264743175415,0.0 -2679,2002-12-01,-0.4099999999999681,4.400000000000034,8.020000000000039,12.78,11.32287250918412,12.247129973781675,0.7494026736500796,0.0 -2680,2002-12-02,1.2300000000000182,2.2200000000000277,3.19,12.74,10.655501521565329,12.818846790723809,0.6705558829262706,0.0 -2681,2002-12-03,-2.039999999999964,1.0100000000000475,2.420000000000016,3.0,0.8250188189688987,1.861104314178945,1.8094515687473254,0.0 -2682,2002-12-04,-2.42999999999995,0.660000000000025,2.950000000000045,0.0,0.0259993418560933,0.2037199203785479,1.6057316483687776,0.0 -2683,2002-12-05,-0.1499999999999772,1.150000000000034,2.2900000000000205,0.17,0.1565676358482195,0.3393368332288285,1.436394815139949,0.0 -2684,2002-12-06,0.6800000000000068,1.580000000000041,2.7100000000000364,0.0,0.139965936411035,0.1579913222635163,1.2784034928764327,0.0 -2685,2002-12-07,-0.6999999999999886,1.0300000000000296,2.420000000000016,0.0,0.0622360603771006,0.139208657676457,1.1391948351999757,0.0 -2686,2002-12-08,-3.9499999999999886,-1.2399999999999525,2.800000000000012,0.0,0.0,0.0,1.1391948351999757,-0.9299999999999644 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-2694,2002-12-16,4.4500000000000455,5.590000000000032,6.07000000000005,33.36,37.5557496887406,33.556844602597494,1.5575118066214735,0.0 -2695,2002-12-17,1.1800000000000068,4.62,6.600000000000023,4.09,4.843490627191283,4.26262535936334,1.3848864472581335,0.0 -2696,2002-12-18,-4.329999999999984,-0.2899999999999636,5.470000000000027,0.01,0.004458927138611,0.005581632653061246,1.3893048146050722,-0.21749999999997272 -2697,2002-12-19,-4.37,0.6100000000000136,6.980000000000018,0.01,0.0263298093085531,0.15896606280033218,1.24033875180474,0.0 -2698,2002-12-20,-0.5099999999999909,3.890000000000043,6.090000000000032,4.56,4.161663398609906,4.384551909161929,1.4157868426428104,0.0 -2699,2002-12-21,5.270000000000039,6.330000000000041,7.330000000000041,11.03,13.130159644749757,11.185521667109894,1.2602651755329164,0.0 -2700,2002-12-22,6.100000000000023,8.490000000000009,9.62,30.46,34.55253292676303,30.597074521495234,1.1231906540376826,0.0 -2701,2002-12-23,3.710000000000037,7.350000000000023,10.62,0.01,1.007890414443104,0.13109446519494275,1.0020961888427398,0.0 -2702,2002-12-24,2.2700000000000387,4.910000000000025,10.2,0.03,0.6579220026504664,0.13719481767197989,0.8949013711707599,0.0 -2703,2002-12-25,2.0,4.300000000000011,5.710000000000036,1.01,1.555989379937853,1.1050608438534641,0.7998405273172957,0.0 -2704,2002-12-26,5.740000000000009,6.890000000000043,8.13,3.05,4.091544722272237,3.134434121891798,0.7154064054254974,0.0 -2705,2002-12-27,5.240000000000009,8.020000000000039,12.05,5.0,6.298393345516176,5.075100768419052,0.6403056370064455,0.0 -2706,2002-12-28,3.640000000000043,5.0400000000000205,5.730000000000018,20.86,23.26651385948185,20.926882465712087,0.5734231712943586,0.0 -2707,2002-12-29,3.490000000000009,6.210000000000036,7.610000000000014,5.56,6.628908474686232,5.619629550220192,0.5137936210741662,0.0 -2708,2002-12-30,5.360000000000014,7.510000000000048,9.400000000000034,6.77,8.010129992140019,6.823215635600669,0.4605779854734963,0.0 -2709,2002-12-31,4.020000000000039,4.5400000000000205,5.260000000000048,7.75,8.79519609957671,7.797533390577446,0.41304459489605033,0.0 -2710,2003-01-01,4.220000000000027,7.230000000000018,9.12,11.69,13.252044382146511,11.73249119472117,0.37055340017488003,0.0 -2711,2003-01-02,4.890000000000043,8.420000000000016,11.82000000000005,6.1,7.072425043101703,6.138010467968377,0.3325429322065026,0.0 -2712,2003-01-03,3.63,5.31,7.12,19.44,21.59201776155401,19.474023521767258,0.2985194104392462,0.0 -2713,2003-01-04,-6.37,-0.3700000000000045,4.38,21.89,6.4710575096982,8.918902325581394,13.269617084857853,-0.27750000000000336 -2714,2003-01-05,-11.53,-8.289999999999964,-4.609999999999957,0.52,0.0,0.0,13.789617084857852,-6.286874999999974 -2715,2003-01-06,-11.35,-7.13,-1.579999999999984,0.0,0.0,0.0,13.789617084857852,-6.9192187499999935 -2716,2003-01-07,-13.12,-8.87,-4.399999999999977,0.0,0.0,0.0,13.789617084857852,-8.382304687499998 -2717,2003-01-08,-11.86,-4.489999999999952,-2.9899999999999523,2.44,0.0,0.0,16.229617084857853,-5.463076171874963 -2718,2003-01-09,-10.89,-5.489999999999952,0.1700000000000159,0.0,0.0,0.0,16.229617084857853,-5.483269042968705 -2719,2003-01-10,-11.22,-10.12,-9.089999999999977,0.06,0.0,0.0,16.289617084857852,-8.960817260742177 -2720,2003-01-11,-17.41,-11.74,-6.5,0.0,0.0,0.0,16.289617084857852,-11.045204315185543 -2721,2003-01-12,-17.91,-12.22,-5.69,0.0,0.0,0.0,16.289617084857852,-11.926301078796387 -2722,2003-01-13,-14.65,-4.12,-1.2799999999999727,1.97,0.0,0.0,18.25961708485785,-6.071575269699096 -2723,2003-01-14,-2.88,-0.2399999999999522,2.6100000000000136,0.01,0.0023290002639743,0.004754098360655751,18.264862986497196,-1.6978938174247382 -2724,2003-01-15,-5.169999999999959,-0.7799999999999727,5.100000000000023,0.64,0.247099233414182,0.31781888997079066,18.587044096526405,-1.009473454356164 -2725,2003-01-16,-7.079999999999984,-2.009999999999991,0.4700000000000273,0.14,0.000426499062395,0.008715231788079952,18.718328864738325,-1.7598683635890342 -2726,2003-01-17,-7.639999999999986,-0.0699999999999931,4.920000000000016,0.17,0.0510047202108573,0.06659235668789829,18.821736508050428,-0.4924670908972534 -2727,2003-01-18,-2.319999999999993,0.5600000000000023,3.670000000000016,0.0,0.0,0.4836474610724721,18.338089046977956,0.0 -2728,2003-01-19,-1.06,1.56,3.4600000000000364,6.14,3.275814152874112,6.086201273269735,18.39188777370822,0.0 -2729,2003-01-20,-0.5099999999999909,4.480000000000018,7.050000000000011,5.71,7.041166385993524,9.188777313397345,14.913110460310874,0.0 -2730,2003-01-21,2.0,3.580000000000041,4.69,6.79,8.594047568234167,9.517857848560746,12.185252611750128,0.0 -2731,2003-01-22,0.3799999999999954,1.170000000000016,2.140000000000043,16.14,8.16553866615496,16.94847582951129,11.37677678223884,0.0 -2732,2003-01-23,-0.0199999999999818,0.4000000000000341,1.580000000000041,14.1,4.104765433545034,14.193572934049449,11.283203848189391,0.0 -2733,2003-01-24,-4.919999999999959,-0.7999999999999545,1.94,0.03,0.0030823802864669,0.008483965014577311,11.304719883174814,-0.5999999999999659 -2734,2003-01-25,-5.279999999999973,-1.7199999999999704,0.5400000000000205,0.12,0.0007693174872819,0.011134020618557144,11.413585862556257,-1.4399999999999693 -2735,2003-01-26,-2.019999999999982,0.160000000000025,1.31,1.04,0.0934872287184012,0.40912912912913135,12.044456733427126,-0.23999999999997357 -2736,2003-01-27,0.4399999999999977,2.94,3.900000000000034,4.77,5.028105481894702,6.7907858110271935,10.023670922399932,0.0 -2737,2003-01-28,-0.9199999999999592,1.3500000000000227,3.840000000000032,19.18,10.714224312141866,16.46007641112843,12.743594511271501,0.0 -2738,2003-01-29,-1.4599999999999795,-0.8799999999999955,-0.4399999999999977,28.74,0.0,0.0,41.4835945112715,-0.6599999999999966 -2739,2003-01-30,-6.019999999999982,-3.659999999999968,-1.599999999999966,7.52,0.0,0.0,49.0035945112715,-2.9099999999999753 -2740,2003-01-31,-17.49,-11.25,-5.96999999999997,0.18,0.0,0.0,49.1835945112715,-9.164999999999994 -2741,2003-02-01,-16.44,-7.449999999999989,-4.479999999999961,1.69,0.0,0.0,50.8735945112715,-7.8787499999999895 -2742,2003-02-02,-4.259999999999991,-0.4499999999999886,0.8300000000000409,9.73,0.1916972226622879,1.5866208251474152,59.01697368612408,-2.307187499999989 -2743,2003-02-03,0.2800000000000295,1.0500000000000114,1.9800000000000184,36.48,15.860073941252686,38.48482155966567,57.01215212645841,0.0 -2744,2003-02-04,-3.089999999999975,-2.259999999999991,0.1299999999999954,12.11,0.0,0.48891304347824693,68.63323908298017,-1.6949999999999932 -2745,2003-02-05,-4.0499999999999545,-3.19,-1.909999999999968,2.9,0.0,0.0,71.53323908298017,-2.8162499999999984 -2746,2003-02-06,-12.13,-5.88,-1.9499999999999889,0.87,0.0,0.0,72.40323908298018,-5.114062499999999 -2747,2003-02-07,-12.45,-3.7199999999999696,1.7800000000000296,0.02,0.0008311983258051,0.0025017568517217495,72.42073732612846,-4.068515624999977 -2748,2003-02-08,-7.149999999999977,-2.269999999999982,4.730000000000018,0.07,0.0209799217052467,0.02787037037037049,72.46286695575809,-2.7196289062499805 -2749,2003-02-09,-7.199999999999989,-0.92999999999995,4.170000000000016,0.69,0.1789180333714953,0.253060686015832,72.89980626974226,-1.3774072265624575 -2750,2003-02-10,-2.5499999999999545,-0.2699999999999818,2.56,0.0,0.0,0.0,72.89980626974226,-0.5468518066406007 -2751,2003-02-11,-5.479999999999961,-2.2399999999999523,1.32000000000005,0.0,0.0,0.0,72.89980626974226,-1.8167129516601144 -2752,2003-02-12,-5.409999999999968,-2.259999999999991,2.56,0.0,0.0,0.0,72.89980626974226,-2.149178237915022 -2753,2003-02-13,-5.96999999999997,-4.45999999999998,-2.4599999999999795,0.0,0.0,0.0,72.89980626974226,-3.882294559478741 -2754,2003-02-14,-11.84,-5.729999999999961,0.7700000000000387,0.0,0.0,0.0,72.89980626974226,-5.268073639869656 -2755,2003-02-15,-12.28,-7.639999999999986,-0.5299999999999727,0.0,0.0,0.0,72.89980626974226,-7.047018409967404 -2756,2003-02-16,-11.83,-7.63,-3.329999999999984,0.0,0.0,0.0,72.89980626974226,-7.484254602491851 -2757,2003-02-17,-13.38,-6.87,0.57000000000005,0.0,0.0,0.0,72.89980626974226,-7.023563650622963 -2758,2003-02-18,-13.78,-8.099999999999966,-1.2099999999999795,0.0,0.0,0.0,72.89980626974226,-7.830890912655715 -2759,2003-02-19,-10.56,-4.659999999999968,4.19,0.0,0.0,0.0,72.89980626974226,-5.452722728163905 -2760,2003-02-20,-9.239999999999952,-4.169999999999959,3.07000000000005,0.0,0.0,0.0,72.89980626974226,-4.490680682040946 -2761,2003-02-21,-7.71999999999997,-2.2399999999999523,7.37,0.0,0.0,0.0,72.89980626974226,-2.8026701705102006 -2762,2003-02-22,-7.67999999999995,-1.3999999999999773,8.75,0.0,0.0,0.0,72.89980626974226,-1.750667542627533 -2763,2003-02-23,-6.71999999999997,-0.8599999999999568,8.31,0.0,0.0,0.0,72.89980626974226,-1.0826668856568509 -2764,2003-02-24,-7.079999999999984,-0.2599999999999909,9.680000000000009,0.0,0.0,0.0,72.89980626974226,-0.4656667214142059 -2765,2003-02-25,-5.009999999999991,2.37,9.88,0.0,2.192169672404109,5.381137559374602,67.51866871036765,0.0 -2766,2003-02-26,-2.0,2.5300000000000296,9.06,0.01,2.6734241445577336,5.398550071782662,62.13011863858498,0.0 -2767,2003-02-27,0.1000000000000227,3.6100000000000136,9.260000000000048,0.0,4.960047305314879,7.185141017444336,54.944977621140644,0.0 -2768,2003-02-28,1.0900000000000318,5.78000000000003,10.68,0.02,9.57910227951669,10.443761851104137,44.521215770036505,0.0 -2769,2003-03-01,3.81,6.12,10.29,8.38,18.74948195474428,17.75730892079202,35.14390684924449,0.0 -2770,2003-03-02,-1.7899999999999636,2.510000000000048,4.87,18.36,12.397182273974757,16.981223892283477,36.522682956961006,0.0 -2771,2003-03-03,-3.4899999999999523,1.4300000000000068,7.94,0.0,0.606430112540452,1.893540919568411,34.6291420373926,0.0 -2772,2003-03-04,-4.109999999999957,4.240000000000009,10.82000000000005,0.05,5.473012603655279,5.443300979125335,29.235841058267262,0.0 -2773,2003-03-05,1.6000000000000227,7.360000000000014,11.93,0.23,11.435912186774992,8.580537702583486,20.885303355683774,0.0 -2774,2003-03-06,-2.789999999999964,2.340000000000032,6.550000000000011,14.59,10.28324235514796,12.643636630585677,22.8316667250981,0.0 -2775,2003-03-07,-3.13,2.050000000000012,8.680000000000007,0.66,1.609806518130982,2.478760755374439,21.01290596972366,0.0 -2776,2003-03-08,-1.7899999999999636,2.2700000000000387,8.110000000000014,0.0,1.4454249340395864,2.089899261153315,18.923006708570348,0.0 -2777,2003-03-09,-2.6499999999999773,3.650000000000034,14.06,0.0,3.6684253376040186,3.161961316308993,15.761045392261355,0.0 -2778,2003-03-10,-2.759999999999991,6.0400000000000205,16.52,0.0,7.683137224165345,3.304049833014202,12.456995559247153,0.0 -2779,2003-03-11,3.680000000000007,9.910000000000023,17.83,0.0,12.970925297211384,2.3251098819174105,10.131885677329741,0.0 -2780,2003-03-12,2.1000000000000227,6.480000000000018,13.74,0.57,7.460405119636551,2.2972581124925675,8.404627564837174,0.0 -2781,2003-03-13,-0.6699999999999591,5.25,11.23,0.0,4.723756462158294,1.331819471507817,7.072808093329357,0.0 -2782,2003-03-14,-3.289999999999964,2.170000000000016,8.900000000000034,0.0,0.8048484613096301,1.055252327653729,6.0175557656756276,0.0 -2783,2003-03-15,-3.759999999999991,0.57000000000005,6.62,0.0,0.0261769344421208,0.30241321295943696,5.71514255271619,0.0 -2784,2003-03-16,-5.19,0.4900000000000091,8.180000000000007,0.0,0.0162468837328721,0.2561142176398114,5.459028335076379,0.0 -2785,2003-03-17,-7.029999999999973,2.140000000000043,10.87,0.0,0.6721254239907151,0.7531987018325748,4.7058296332438045,0.0 -2786,2003-03-18,-4.639999999999986,3.760000000000048,14.31,0.0,2.479391930154476,0.6246225517323365,4.081207081511468,0.0 -2787,2003-03-19,-5.7999999999999545,2.550000000000012,13.26,0.0,1.061887967482716,0.5239816920382262,3.5572253894732415,0.0 -2788,2003-03-20,-4.859999999999957,3.56,14.85,0.0,2.051870713010328,0.443742812897012,3.1134825765762297,0.0 -2789,2003-03-21,-4.599999999999966,2.180000000000007,11.37,0.0,0.6758181442626932,0.37877820623738634,2.7347043703388434,0.0 -2790,2003-03-22,-4.099999999999966,3.5200000000000387,14.49,0.0,1.8768404921442443,0.325491679244614,2.4092126910942295,0.0 -2791,2003-03-23,-3.989999999999952,4.230000000000018,15.54,0.0,2.563987946621155,0.2812960551246328,2.127916635969597,0.0 -2792,2003-03-24,-3.06,4.900000000000034,16.58,0.0,3.15663437977622,0.24428866203135877,1.8836279739382382,0.0 -2793,2003-03-25,-3.109999999999957,5.230000000000018,16.98,0.0,3.287502947171227,0.21304308476623987,1.6705848891719983,0.0 -2794,2003-03-26,-3.539999999999964,5.5400000000000205,16.1,0.0,3.3244388442061754,0.18647168524723703,1.4841132039247613,0.0 -2795,2003-03-27,0.2100000000000363,8.710000000000036,15.8,0.0,5.683830985174918,0.16373256361524202,1.3203806403095193,0.0 -2796,2003-03-28,5.81,10.28,16.92,1.2,7.724035862528304,1.344165199949298,1.1762154403602212,0.0 -2797,2003-03-29,0.6500000000000341,7.340000000000032,15.78,7.73,11.793736104937253,7.857245058456041,1.0489703819041807,0.0 -2798,2003-03-30,0.6800000000000068,8.300000000000011,16.51,0.68,4.775117557518914,0.792551001937715,0.9364193799664657,0.0 -2799,2003-03-31,0.0800000000000409,7.930000000000007,16.89,0.0,3.483030685434352,0.09974152928520988,0.8366778506812559,0.0 -2800,2003-04-01,-0.3599999999999568,8.930000000000007,16.12,20.03,23.363714447618584,19.731168235120816,1.1355096155604436,0.0 -2801,2003-04-02,0.2700000000000386,1.9500000000000453,3.580000000000041,7.06,5.164474804368498,7.182519911113637,1.0129897044468066,0.0 -2802,2003-04-03,-0.0399999999999636,1.4800000000000182,3.31,0.01,0.1342420296777232,0.11833108321762671,0.90465862122918,0.0 -2803,2003-04-04,0.4000000000000341,3.830000000000041,7.88,0.0,1.1563541939854045,0.09615870767757026,0.8084999135516097,0.0 -2804,2003-04-05,1.7800000000000296,7.090000000000032,13.08,0.0,2.7772654689349063,0.08539693848796055,0.7231029750636491,0.0 -2805,2003-04-06,-0.0999999999999659,3.660000000000025,8.640000000000043,0.0,0.9435092912677632,0.07594743941300101,0.6471555356506481,0.0 -2806,2003-04-07,-4.649999999999977,-0.4399999999999977,4.600000000000023,0.0,0.0,0.0,0.6471555356506481,-0.3299999999999983 -2807,2003-04-08,-6.759999999999991,1.62,5.44,0.01,0.1030398367215124,0.07269201554606045,0.5844635201045877,0.0 -2808,2003-04-09,1.82000000000005,3.7800000000000296,5.670000000000016,5.97,7.122644651108277,6.030822507016033,0.523641013088554,0.0 -2809,2003-04-10,-4.349999999999966,-0.6200000000000045,0.8300000000000409,5.57,0.107831636995507,0.8924903474903907,5.201150665598163,-0.4650000000000034 -2810,2003-04-11,-4.96999999999997,3.6100000000000136,8.03000000000003,5.99,4.746060204095505,4.8394492452628315,6.351701420335332,0.0 -2811,2003-04-12,-1.5499999999999543,4.220000000000027,9.450000000000044,0.05,1.7527994078663098,0.9600860279062529,5.441615392429079,0.0 -2812,2003-04-13,-1.089999999999975,7.240000000000009,15.45,0.0,3.131609921479251,0.7501370721776282,4.691478320251451,0.0 -2813,2003-04-14,2.300000000000012,10.32000000000005,19.17,0.0,4.189573442748278,0.6222493076704741,4.069229012580977,0.0 -2814,2003-04-15,3.740000000000009,11.12,20.47,0.0,4.117361205832497,0.5221047947255224,3.5471242178554547,0.0 -2815,2003-04-16,3.670000000000016,10.86,20.06,0.0,3.4334616202861152,0.442233517060217,3.1048907007952375,0.0 -2816,2003-04-17,3.8600000000000136,11.69,20.05,0.01,3.153287760170393,0.3875473767120114,2.7273433240832263,0.0 -2817,2003-04-18,-0.0899999999999749,10.45,19.83,0.0,2.509919458432803,0.32447589875793703,2.4028674253252893,0.0 -2818,2003-04-19,1.25,9.610000000000014,15.82000000000005,4.43,6.7791794634840326,4.710449134366086,2.1224182909592026,0.0 -2819,2003-04-20,2.670000000000016,9.360000000000014,17.02,0.04,1.8823431340735624,0.283576267006346,1.8788420239528567,0.0 -2820,2003-04-21,2.800000000000012,8.270000000000039,15.96,0.07,1.561530475688967,0.2824392330144081,1.6664027909384487,0.0 -2821,2003-04-22,2.670000000000016,9.32000000000005,17.72,0.81,2.410829317151862,0.9959564001147655,1.4804463908236833,0.0 -2822,2003-04-23,2.8500000000000227,10.08,18.58,0.0,1.5155898746271128,0.16329026713936529,1.3171561236843181,0.0 -2823,2003-04-24,3.87,11.61,19.27,0.0,1.609481828662123,0.14378358897794632,1.1733725347063717,0.0 -2824,2003-04-25,8.25,13.96,21.47,0.18,1.7083703536227848,0.3069143041567892,1.0464582305495824,0.0 -2825,2003-04-26,6.480000000000018,9.19,11.94,17.09,19.73425688578557,17.20226317015127,0.9341950603983115,0.0 -2826,2003-04-27,5.990000000000009,10.68,15.0,0.0,0.9805301362307196,0.09949015447037236,0.8347049059279391,0.0 -2827,2003-04-28,8.62,14.41,19.84,3.55,4.684143974920408,3.6383169645256537,0.7463879414022851,0.0 -2828,2003-04-29,10.58,14.51,18.61,1.69,2.5151146036888528,1.7685139500284284,0.6678739913738567,0.0 -2829,2003-04-30,4.0400000000000205,9.110000000000014,13.18,26.9,29.975633789970885,26.969890165051062,0.5979838263227948,0.0 -2830,2003-05-01,3.740000000000009,9.700000000000044,15.19,0.0,0.4776460834818252,0.062285743655338226,0.5356980826674566,0.0 -2831,2003-05-02,4.57000000000005,11.01,16.66,7.2,8.282321880037474,7.2555659902571445,0.48013209241031185,0.0 -2832,2003-05-03,3.31,9.550000000000011,14.67,0.0,0.3533326171721196,0.04961675523125339,0.43051533717905843,0.0 -2833,2003-05-04,7.010000000000048,15.53,23.2,0.02,0.3284680562436685,0.06434078391018544,0.386174553268873,0.0 -2834,2003-05-05,10.91,16.39,23.7,0.0,0.2672897668932177,0.03965480996901921,0.3465197432998538,0.0 -2835,2003-05-06,11.07000000000005,16.22,22.45,0.0,0.2339444703864458,0.035487223239114705,0.3110325200607391,0.0 -2836,2003-05-07,11.01,17.16,25.28,0.0,0.2054532111310738,0.03177618457400761,0.2792563354867315,0.0 -2837,2003-05-08,7.5,13.87,19.22,0.21,0.4105833010948621,0.23846809142395067,0.25078824406278083,0.0 -2838,2003-05-09,8.720000000000027,12.01,15.82000000000005,2.0,2.346693518034285,2.025516320619626,0.22527192344315478,0.0 -2839,2003-05-10,7.210000000000036,11.26,15.68,0.01,0.1523329720713971,0.03288019183884629,0.20239173160430848,0.0 -2840,2003-05-11,8.19,13.74,19.95,5.69,6.347121644102116,5.7105241079519455,0.18186762365236372,0.0 -2841,2003-05-12,8.670000000000016,12.84,17.72,6.12,6.803278941467492,6.138416838055404,0.16345078559695955,0.0 -2842,2003-05-13,1.8500000000000227,6.520000000000039,9.260000000000048,11.37,12.227722668946424,11.386530916324665,0.14691986927229495,0.0 -2843,2003-05-14,-0.3999999999999772,5.100000000000023,9.69,0.32,0.4150858788109301,0.32345193927787724,0.14346792999441768,0.0 -2844,2003-05-15,0.4200000000000159,7.150000000000034,13.4,0.0,0.1153294950795948,0.014489968797814824,0.12897796119660285,0.0 -2845,2003-05-16,4.610000000000014,13.29,19.09,1.75,2.0159140359072985,1.763013511467265,0.11596444972933793,0.0 -2846,2003-05-17,9.550000000000011,11.07000000000005,12.73,1.76,2.01548410234282,1.7716899876279186,0.10427446210141941,0.0 -2847,2003-05-18,10.4,14.82000000000005,17.48,2.1,2.3772649846198157,2.110503080000517,0.09377138210090266,0.0 -2848,2003-05-19,5.600000000000023,12.85,21.66,30.22,33.11638918411467,30.229438302872545,0.0843330792283555,0.0 -2849,2003-05-20,5.840000000000032,7.88,10.1,14.04,15.41651454887569,14.048482779512401,0.07585029971595376,0.0 -2850,2003-05-21,5.270000000000039,8.260000000000048,10.5,0.7,0.8229429305760787,0.7076250497382001,0.0682252499777536,0.0 -2851,2003-05-22,5.980000000000018,9.460000000000036,12.92,1.6,1.8009400604790309,1.6068549030128032,0.06137034696495042,0.0 -2852,2003-05-23,6.910000000000025,16.02,22.21,0.0,0.0459845854332292,0.006163233237511602,0.05520711372743881,0.0 -2853,2003-05-24,8.5,14.05,22.37,0.74,0.8503122147486011,0.7455419120646123,0.04966520166282651,0.0 -2854,2003-05-25,7.700000000000045,8.75,9.78000000000003,9.34,10.249718966053685,9.344983678075103,0.04468152358772411,0.0 -2855,2003-05-26,9.660000000000023,10.86,11.6,0.02,0.0548913859388575,0.024482039597342714,0.040199483990381396,0.0 -2856,2003-05-27,10.02,13.31,16.14,0.01,0.0405356559279428,0.014031189294421181,0.03616829469596022,0.0 -2857,2003-05-28,9.07000000000005,14.84,20.35,0.16,0.2014980364755886,0.16362592893785385,0.03254236575810637,0.0 -2858,2003-05-29,7.900000000000034,14.5,20.17,1.48,1.6421261862831051,1.4832616030249233,0.02928076273318316,0.0 -2859,2003-05-30,10.37,17.09,23.2,0.0,0.021370485903357,0.002934040095967143,0.026346722637216016,0.0 -2860,2003-05-31,12.11,18.35,24.71,0.01,0.030118044385874,0.01263950077386451,0.023707221863351505,0.0 -2861,2003-06-01,14.28,19.35,24.82000000000005,0.06,0.0828321526420597,0.062374631686872906,0.0213325901764786,0.0 -2862,2003-06-02,11.08,16.85,21.0,0.0,0.0154699381809464,0.0021364245527184813,0.01919616562376012,0.0 -2863,2003-06-03,14.63,18.78,23.61,0.0,0.0138967462335751,0.0019221798003343036,0.01727398582342582,0.0 -2864,2003-06-04,12.43,19.52,25.24,0.01,0.0234204671117552,0.011729474189056262,0.015544511634369557,0.0 -2865,2003-06-05,15.47,19.45,24.63,0.13,0.1533693123655954,0.13155613195598384,0.013988379678385716,0.0 -2866,2003-06-06,13.99,17.86,21.91,0.91,1.0051278341695875,0.9114001990826888,0.012588180595696984,0.0 -2867,2003-06-07,14.63,19.48,24.32000000000005,1.63,1.7913953295781062,1.6312599203242175,0.011328260271479394,0.0 -2868,2003-06-08,14.28,19.71,25.81,0.59,0.6532873838249336,0.5911337186877885,0.010194541583690802,0.0 -2869,2003-06-09,12.05,19.36,24.99,0.0,0.0073271405597827,0.001020177086879455,0.009174364496811346,0.0 -2870,2003-06-10,16.86,21.62,27.48,0.0,0.0065885398730462,0.0009180219295007398,0.008256342567310606,0.0 -2871,2003-06-11,15.06,22.33,28.81,0.0,0.005924925523039,0.0008261084281329759,0.00743023413917763,0.0 -2872,2003-06-12,17.62,24.13,31.54,0.26,0.28962669629096,0.2607434074437369,0.006686826695440744,0.0 -2873,2003-06-13,15.99,22.42,29.4,0.03,0.0375962384233587,0.030668993697971315,0.006017832997469429,0.0 -2874,2003-06-14,14.51,21.51,29.85,6.55,7.1664363816820185,6.550602035206733,0.005415797790736446,0.0 -2875,2003-06-15,14.16,19.68,25.91,0.2,0.2225685639925489,0.20054178380475207,0.004874013985984392,0.0 -2876,2003-06-16,12.85,20.04,26.06,0.0,0.0034882868270326,0.0004875666455632222,0.00438644734042117,0.0 -2877,2003-06-17,14.75,19.86,26.23,6.89,7.53703813158989,6.890438778573999,0.003947668766421851,0.0 -2878,2003-06-18,9.58000000000004,15.77,19.65,0.0,0.0028232299393428,0.00039487527965690206,0.003552793486764949,0.0 -2879,2003-06-19,11.96,18.49,23.58,0.0,0.0025400322029786,0.0003553671497603517,0.003197426337004597,0.0 -2880,2003-06-20,12.63,19.9,25.37,0.0,0.0022853208890957,0.00031981374867270663,0.0028776125883318905,0.0 -2881,2003-06-21,10.69,19.78,26.65,0.0,0.0020562155705302,0.0002878188591137011,0.0025897937292181893,0.0 -2882,2003-06-22,17.09,24.6,31.15,0.0,0.0018501299350305,0.0002590260270737162,0.002330767702144473,0.0 -2883,2003-06-23,16.09,24.6,30.81,0.03,0.0344683696958323,0.030233114558564676,0.002097653143579796,0.0 -2884,2003-06-24,14.22,22.42,29.2,0.28,0.3076651620656122,0.28020979592181894,0.001887857221760902,0.0 -2885,2003-06-25,16.27,23.25,30.8,5.03,5.501422962878559,5.030188810513415,0.0016990467083453484,0.0 -2886,2003-06-26,14.56,20.13,26.02,0.0,0.0012129287832261,0.00016992475115250137,0.001529121957192847,0.0 -2887,2003-06-27,13.4,18.75,23.86,0.0,0.0010914743955247,0.00015292846034966291,0.001376193496843184,0.0 -2888,2003-06-28,11.86,17.78,22.66,0.0,0.0009821961689157,0.00013763252372352646,0.0012385609731196574,0.0 -2889,2003-06-29,15.49,22.46,28.52,0.0,0.0008838706404075,0.00012386676805672286,0.0011146942050629346,0.0 -2890,2003-06-30,12.51,21.29,29.33,13.67,14.948315444037243,13.670111478063644,0.0010032161414188668,0.0 -2891,2003-07-01,11.88,14.0,16.97,7.01,7.6658303111763235,7.010100328614962,0.0009028875264560136,0.0 -2892,2003-07-02,11.15,15.12,18.65,6.62,7.239311505765328,6.620090294423223,0.0008125931032333668,0.0 -2893,2003-07-03,10.64,13.91,17.01,5.46,5.970840076784487,5.460081263903427,0.0007313291998067283,0.0 -2894,2003-07-04,9.660000000000023,12.09,14.1,7.78,8.507596006789301,7.780073136640348,0.0006581925594591127,0.0 -2895,2003-07-05,7.29000000000002,13.29,17.65,0.0,0.0004694878814833,6.582226940906832e-05,0.0005923702900500444,0.0 -2896,2003-07-06,10.1,15.99,21.02,0.0,0.0004225148919454,5.923946988532744e-05,0.0005331308201647169,0.0 -2897,2003-07-07,10.72,17.4,23.11,0.0,0.0003802438016871,5.331505911142946e-05,0.0004798157610532874,0.0 -2898,2003-07-08,11.33,17.9,24.13,0.0,0.0003422035461597,4.7983177539047e-05,0.00043183258351424045,0.0 -2899,2003-07-09,10.79,18.08,23.95,0.0,0.0003079703335987,4.318455550311495e-05,0.0003886480280111255,0.0 -2900,2003-07-10,11.1,19.32000000000005,26.06,0.0,0.0002771628861018,3.886585348696863e-05,0.0003497821745241569,0.0 -2901,2003-07-11,12.5,20.16,26.28,0.0,0.0002494381626227,3.4979068502846284e-05,0.0003148031060213106,0.0 -2902,2003-07-12,14.62,21.54,27.94,0.0,0.0002244875145409,3.148099994925263e-05,0.00028332210607205795,0.0 -2903,2003-07-13,16.36,22.79,28.98,0.0,0.0002020332296222,2.8332768975657143e-05,0.0002549893370964008,0.0 -2904,2003-07-14,17.4,24.28,30.42,0.0,0.0001818254247791,2.549938598610491e-05,0.00022948995111029592,0.0 -2905,2003-07-15,17.09,24.09,30.64,0.0,0.0001636392521421,2.2949361453522132e-05,0.00020654058965677378,0.0 -2906,2003-07-16,14.79,20.87,25.87,1.21,1.3232269546059896,1.210020654355702,0.0001858862339547301,0.0 -2907,2003-07-17,8.090000000000032,15.38,20.05,0.0,0.0001325427663938,1.8588863751162343e-05,0.00016729737020356773,0.0 -2908,2003-07-18,11.22,18.9,25.63,0.0,0.000119286560752,1.672993170790572e-05,0.000150567438495662,0.0 -2909,2003-07-19,15.06,22.87,29.84,0.0,0.0001073563422312,1.5056901546073036e-05,0.00013551053694958897,0.0 -2910,2003-07-20,14.97,24.43,32.93,6.77,7.4027821141739825,6.770013551181428,0.00012195935552075683,0.0 -2911,2003-07-21,12.86,17.41,24.82000000000005,4.25,4.647267658483333,4.250012196039016,0.00010976331650446054,0.0 -2912,2003-07-22,14.08,18.99,26.59,3.51,3.8381027927145457,3.510010976415456,9.878690104815379e-05,0.0 -2913,2003-07-23,12.68,19.79,25.75,0.01,0.0110049761517293,0.010009878757987447,8.890814306070643e-05,0.0 -2914,2003-07-24,10.52,16.39,20.37,0.09,0.098474274900725,0.09000889086929091,8.001727376978784e-05,0.0 -2915,2003-07-25,14.36,19.94,25.46,0.0,5.705006052696116e-05,8.001771914644409e-06,7.201550185514343e-05,0.0 -2916,2003-07-26,16.78,21.95,28.37,5.47,5.981246271754904,5.47000720158626,6.481391559416455e-05,0.0 -2917,2003-07-27,12.25,15.66,19.31,22.86,24.99641111533857,22.86000648142078,5.833249481365435e-05,0.0 -2918,2003-07-28,9.69,15.45,21.3,0.0,4.158870963167517e-05,5.833273150427655e-06,5.2499221663226694e-05,0.0 -2919,2003-07-29,9.88,16.38,22.54,0.0,3.742964874466747e-05,5.24994133824578e-06,4.7249280324980914e-05,0.0 -2920,2003-07-30,12.22,18.46,25.0,4.8,5.24861424409448,4.800004724943562,4.2524336763237706e-05,0.0 -2921,2003-07-31,12.41,16.9,18.9,0.01,0.0109648605806824,0.010004252446255003,3.8271890508234576e-05,0.0 -2922,2003-08-01,14.31,20.1,25.59,0.0,2.728587625008285e-05,3.827199239547041e-06,3.444469126868753e-05,0.0 -2923,2003-08-02,16.64,22.57000000000005,28.51,0.0,2.455720687170897e-05,3.444477379729973e-06,3.100021388895756e-05,0.0 -2924,2003-08-03,18.3,24.76,31.34,0.0,2.210141996471682e-05,3.1000280737097844e-06,2.7900185815247775e-05,0.0 -2925,2003-08-04,19.11,26.03,33.21,0.0,1.9891224330485065e-05,2.7900239962215463e-06,2.511016181902623e-05,0.0 -2926,2003-08-05,17.88,25.7,33.4,0.0,1.7902058451066062e-05,2.511020567805114e-06,2.2599141251221113e-05,0.0 -2927,2003-08-06,19.8,26.02,33.72,0.0,1.61118174145562e-05,2.25991767770175e-06,2.0339223573519364e-05,0.0 -2928,2003-08-07,17.4,25.69,34.61,0.0,1.4500607168178287e-05,2.0339252349404386e-06,1.8305298338578927e-05,0.0 -2929,2003-08-08,16.65,24.28,34.5,0.0,1.305052336245676e-05,1.8305321647038466e-06,1.6474766173875082e-05,0.0 -2930,2003-08-09,18.0,25.53,33.98,0.0,1.1745452324259855e-05,1.6474785053721966e-06,1.4827287668502885e-05,0.0 -2931,2003-08-10,18.3,24.81,34.25,0.0,1.057089194329767e-05,1.4827302961174968e-06,1.3344557372385389e-05,0.0 -2932,2003-08-11,18.39,25.64,34.58,0.0,9.513790478685875e-06,1.3344569759446937e-06,1.2010100396440695e-05,0.0 -2933,2003-08-12,18.4,26.19,34.71,0.0,8.562401491912387e-06,1.2010110429958478e-06,1.0809089353444848e-05,0.0 -2934,2003-08-13,18.29,27.32000000000005,36.13,0.51,0.5576693903945147,0.510001080909748,9.728179605385573e-06,0.0 -2935,2003-08-14,14.8,22.79,28.81,0.91,0.9950503329030352,0.9100009728186189,8.755360986548145e-06,0.0 -2936,2003-08-15,15.31,18.69,22.3,3.16,3.4553217757029437,3.1600008755366322,7.879824354671327e-06,0.0 -2937,2003-08-16,15.5,22.25,29.93,0.16,0.1749583030235842,0.16000078798286738,7.091841487294429e-06,0.0 -2938,2003-08-17,15.24,19.05,27.83,9.82,10.737726113341424,9.820000709184498,6.38265698871812e-06,0.0 -2939,2003-08-18,12.98,18.0,22.07000000000005,1.29,1.4105605752343822,1.2900006382659823,5.744391006470376e-06,0.0 -2940,2003-08-19,14.67,20.07000000000005,25.99,0.03,0.0328077238325476,0.030000574439330182,5.169951676288857e-06,0.0 -2941,2003-08-20,14.79,19.57000000000005,25.68,1.08,1.1809343112631518,1.0800005169953537,4.6529563227370575e-06,0.0 -2942,2003-08-21,12.8,18.15,23.16,0.0,3.317228544334347e-06,4.6529578287125376e-07,4.187660539865804e-06,0.0 -2943,2003-08-22,13.95,19.71,27.01,0.0,2.985504481578882e-06,4.187661759705855e-07,3.7688943638952186e-06,0.0 -2944,2003-08-23,13.89,20.43,28.06,0.0,2.6869530546808764e-06,3.7688953519655965e-07,3.392004828698659e-06,0.0 -2945,2003-08-24,15.06,20.89,28.04,0.0,2.4182569564338244e-06,3.392005629035618e-07,3.0528042657950975e-06,0.0 -2946,2003-08-25,13.9,20.37,27.38,0.0,2.1764306186398672e-06,3.0528049140680004e-07,2.7475237743882973e-06,0.0 -2947,2003-08-26,12.48,19.28,26.57000000000005,0.0,1.958787036634196e-06,2.747524299489324e-07,2.472771344439365e-06,0.0 -2948,2003-08-27,13.47,21.04,28.3,0.13,0.1421508196752821,0.130000247277177,2.2254941674622473e-06,0.0 -2949,2003-08-28,13.23,19.91,26.42,40.48,44.26303095541028,40.48000022254945,2.002944716264147e-06,0.0 -2950,2003-08-29,13.64,15.28,19.44,12.26,13.405750935400684,12.260000200294499,1.8026502167317142e-06,0.0 -2951,2003-08-30,10.96,13.98,17.8,28.99,31.69924094428272,28.990000180265042,1.6223851724546688e-06,0.0 -2952,2003-08-31,5.960000000000036,10.97,16.46,0.0,1.1566430252770403e-06,1.6223853555460439e-07,1.4601466369000644e-06,0.0 -2953,2003-09-01,5.770000000000039,10.24,15.72,0.0,1.040978575846298e-06,1.4601467852040746e-07,1.314131958379657e-06,0.0 -2954,2003-09-02,6.350000000000023,11.57000000000005,18.51,0.0,9.368805992702372e-07,1.3141320785059024e-07,1.1827187505290667e-06,0.0 -2955,2003-09-03,6.19,11.63,19.87,0.0,8.431924429601771e-07,1.1827188478313236e-07,1.0644468657459343e-06,0.0 -2956,2003-09-04,6.050000000000011,14.15,21.73,0.0,7.588731205939162e-07,1.0644469445607608e-07,9.580021712898582e-07,0.0 -2957,2003-09-05,11.07000000000005,13.98,17.09,3.19,3.4881198452004507,3.1900000958002233,8.622019477768715e-07,0.0 -2958,2003-09-06,10.9,13.59,15.92,5.07,5.543813828614566,5.0700000862202,7.759817478281437e-07,0.0 -2959,2003-09-07,10.07000000000005,13.65,19.89,37.6,41.1138815874732,37.60000007759818,6.983835688567865e-07,0.0 -2960,2003-09-08,10.73,13.49,17.03,3.42,3.739614145161164,3.4200000698383604,6.285452085783882e-07,0.0 -2961,2003-09-09,11.51,13.07000000000005,14.59,3.84,4.198864894158376,3.8400000628545237,5.656906849724465e-07,0.0 -2962,2003-09-10,10.35,12.85,15.87,1.51,1.651116370363264,1.5100000565690708,5.091216142492385e-07,0.0 -2963,2003-09-11,8.550000000000011,11.6,14.08,2.51,2.744570612859561,2.510000050912163,4.5820945102128434e-07,0.0 -2964,2003-09-12,7.37,11.97,18.8,0.01,0.0109348694980819,0.010000045820946563,4.123885044587014e-07,0.0 -2965,2003-09-13,8.100000000000023,13.4,20.64,0.0,2.940028287167751e-07,4.123885162883829e-08,3.711496528298631e-07,0.0 -2966,2003-09-14,7.970000000000027,12.35,19.44,0.0,2.646025363535904e-07,3.71149662411905e-08,3.340346865886726e-07,0.0 -2967,2003-09-15,6.5400000000000205,12.68,21.34,0.0,2.381422750301109e-07,3.340346943501265e-08,3.006312171536599e-07,0.0 -2968,2003-09-16,7.54000000000002,13.07000000000005,22.11,0.01,0.0109347571563005,0.010000030063122344,2.7056809480961615e-07,0.0 -2969,2003-09-17,7.430000000000007,13.78,23.45,0.01,0.0109347357234913,0.01000002705680999,2.4351128481942554e-07,0.0 -2970,2003-09-18,7.800000000000011,14.37,25.22,0.0,1.736057048272359e-07,2.4351128894418034e-08,2.191601559250075e-07,0.0 -2971,2003-09-19,8.300000000000011,14.93,25.76,0.0,1.5624513103502927e-07,2.1916015926605886e-08,1.9724413999840162e-07,0.0 -2972,2003-09-20,8.450000000000045,14.76,24.68,0.0,1.4062061525084516e-07,1.972441427046532e-08,1.775197257279363e-07,0.0 -2973,2003-09-21,8.25,14.93,24.18,0.0,1.2655855155440898e-07,1.775197279200001e-08,1.5976775293593629e-07,0.0 -2974,2003-09-22,10.22,16.29,23.9,4.87,5.325122471264956,4.870000015976776,1.437909774647855e-07,0.0 -2975,2003-09-23,5.090000000000032,9.37,13.12,10.74,11.743699100062871,10.740000014379097,1.2941187957448565e-07,0.0 -2976,2003-09-24,3.680000000000007,8.270000000000039,14.78,0.0,9.226118022243376e-08,1.2941188073943821e-08,1.1647069150054183e-07,0.0 -2977,2003-09-25,5.82000000000005,11.98,20.29,0.01,0.0109346258633205,0.010000011647069245,1.0482362225612649e-07,0.0 -2978,2003-09-26,7.680000000000007,13.08,20.41,0.14,0.1530836743271841,0.14000001048236232,9.43412599540813e-08,0.0 -2979,2003-09-27,10.29,13.49,16.35,8.47,9.261557842793996,8.470000009434127,8.490713389676282e-08,0.0 -2980,2003-09-28,8.140000000000043,11.36,12.66,19.46,21.27862040432509,19.460000008490713,7.641642045693915e-08,0.0 -2981,2003-09-29,3.240000000000009,8.480000000000018,15.81,0.02,0.0218691401358203,0.020000007641642087,6.877477837062585e-08,0.0 -2982,2003-09-30,3.3500000000000227,12.07000000000005,16.93,4.38,4.789329807808929,4.380000006877478,6.189730050066157e-08,0.0 -2983,2003-10-01,11.27,13.62,15.82000000000005,4.52,4.942413402501421,4.52000000618973,5.570757042394503e-08,0.0 -2984,2003-10-02,12.27,15.92,20.72,33.52,36.65258760004046,33.52000000557076,5.013681335996372e-08,0.0 -2985,2003-10-03,10.74,13.68,18.31,32.31,35.329507913849554,32.310000005013684,4.5123132006482034e-08,0.0 -2986,2003-10-04,4.210000000000036,9.650000000000034,14.4,26.3,28.757847670491344,26.300000004512313,4.061081879167073e-08,0.0 -2987,2003-10-05,3.090000000000032,4.32000000000005,5.610000000000014,9.05,9.895761288527169,9.050000004061083,3.6549736901031544e-08,0.0 -2988,2003-10-06,2.1000000000000227,6.410000000000025,9.850000000000025,3.79,4.0751338229791845,3.7900000036549737,3.289476320163598e-08,0.0 -2989,2003-10-07,0.9900000000000092,5.75,8.5,41.57,42.06170486783257,41.57000000328948,2.9605286873945528e-08,0.0 -2990,2003-10-08,-0.5799999999999841,7.110000000000014,10.34,10.47,9.996313949693562,9.971662109152945,0.49833792045234315,0.0 -2991,2003-10-09,5.7000000000000455,9.33000000000004,12.38,3.43,4.348074530311369,3.4815612513305605,0.44677666912178293,0.0 -2992,2003-10-10,4.07000000000005,8.610000000000014,14.99,0.0,0.5130877975185395,0.046066151044787125,0.4007105180769958,0.0 -2993,2003-10-11,2.9700000000000277,8.260000000000048,15.08,0.02,0.4651455669426632,0.061187970176725295,0.3595225479002705,0.0 -2994,2003-10-12,3.0200000000000387,9.710000000000036,15.98,0.01,0.3958750256120447,0.046851363520756695,0.3226711843795138,0.0 -2995,2003-10-13,8.410000000000025,12.09,15.96,1.95,2.4679859344207977,1.982991354782683,0.2896798295968308,0.0 -2996,2003-10-14,3.3600000000000136,9.600000000000025,15.19,0.0,0.2939483154254628,0.029551692056691142,0.26012813754013964,0.0 -2997,2003-10-15,1.3400000000000318,6.53000000000003,14.32000000000005,0.03,0.2900596650410572,0.05648350336434041,0.23364463417579923,0.0 -2998,2003-10-16,-0.3499999999999659,4.460000000000036,12.83,0.0,0.2275271184744524,0.02374419049982197,0.20990044367597727,0.0 -2999,2003-10-17,-1.759999999999991,3.57000000000005,11.75,0.0,0.1671482335414674,0.02129651344591655,0.18860393023006072,0.0 -3000,2003-10-18,-2.009999999999991,3.920000000000016,11.24,0.0,0.1817613697580801,0.019107828191112234,0.1694961020389485,0.0 -3001,2003-10-19,0.8600000000000136,8.480000000000018,12.85,24.57,25.618112801283257,24.587149448804187,0.15234665323476104,0.0 -3002,2003-10-20,3.710000000000037,9.400000000000034,11.62,25.18,27.84533184551953,25.195396110764307,0.13695054247045563,0.0 -3003,2003-10-21,-2.339999999999975,1.990000000000009,5.75,1.79,1.137374812712188,1.340701351279273,0.5862491911911828,0.0 -3004,2003-10-22,-2.579999999999984,3.69,9.150000000000034,8.66,6.737580239392988,7.047506385684551,2.198742805506632,0.0 -3005,2003-10-23,-0.3999999999999772,1.25,2.6000000000000227,9.23,4.037176577164653,8.42408281925838,3.0046599862482513,0.0 -3006,2003-10-24,-6.579999999999984,-1.63,1.3600000000000136,0.56,0.0229955515924935,0.09591939546599598,3.4687405907822555,-1.2225 -3007,2003-10-25,-6.829999999999984,-2.6999999999999886,3.550000000000012,0.0,0.0,0.0,3.4687405907822555,-2.3306249999999915 -3008,2003-10-26,-5.849999999999966,-0.1599999999999681,6.63,0.0,0.0,0.0,3.4687405907822555,-0.702656249999974 -3009,2003-10-27,-4.329999999999984,0.1500000000000341,7.53000000000003,0.0,0.0,0.0,3.4687405907822555,-0.06316406249996792 -3010,2003-10-28,-2.6999999999999886,5.840000000000032,11.68,3.8,4.508098462656394,3.626400119167804,3.6423404716144514,0.0 -3011,2003-10-29,2.44,4.19,5.760000000000048,31.24,34.47946245963978,31.696516903444635,3.185823568169813,0.0 -3012,2003-10-30,2.7100000000000364,4.930000000000007,7.06,8.25,10.091767426245127,8.639182143795098,2.7966414243747155,0.0 -3013,2003-10-31,1.06,4.980000000000018,9.78000000000003,38.14,39.98123963468976,38.47406847936219,2.4625729450125284,0.0 -3014,2003-11-01,0.4600000000000364,5.87,11.23,2.26,3.4759874606716776,2.548440361883473,2.1741325831290554,0.0 -3015,2003-11-02,3.2700000000000387,5.87,9.660000000000023,2.93,4.296606926502172,3.1802932726753506,1.9238393104537053,0.0 -3016,2003-11-03,1.0900000000000318,5.170000000000016,7.800000000000011,3.72,4.631875796729489,3.9381292062296342,1.705710104224071,0.0 -3017,2003-11-04,-0.1799999999999499,3.740000000000009,11.39,0.0,0.5625005290524229,0.19080914098439886,1.5149009632396722,0.0 -3018,2003-11-05,-1.8999999999999773,3.82000000000005,14.24,0.0,0.5400835410062691,0.16745360793820824,1.3474473553014639,0.0 -3019,2003-11-06,-2.0299999999999727,3.8000000000000114,11.92,0.0,0.5012550928075644,0.14737416005216095,1.200073195249303,0.0 -3020,2003-11-07,-0.4099999999999681,2.080000000000041,7.400000000000034,0.0,0.1683633169095097,0.13002519018073655,1.0700480050685663,0.0 -3021,2003-11-08,0.3100000000000023,3.710000000000037,5.850000000000023,0.02,0.4511150304367238,0.13496944640991262,0.9550785586586537,0.0 -3022,2003-11-09,3.7800000000000296,6.430000000000007,9.800000000000011,1.01,1.8247377008865349,1.1118529510259618,0.853225607632692,0.0 -3023,2003-11-10,-0.5799999999999841,4.930000000000007,13.24,0.0,0.4983515839125237,0.09038649097412742,0.7628391166585645,0.0 -3024,2003-11-11,-0.8199999999999932,3.19,10.97,0.0,0.2663673069125912,0.08033177515873534,0.6825073414998292,0.0 -3025,2003-11-12,-0.4899999999999522,6.82000000000005,11.82000000000005,12.47,12.30985078326396,12.101185911091086,1.051321430408743,0.0 -3026,2003-11-13,0.0500000000000113,3.7200000000000273,8.640000000000043,0.0,0.4285638421776716,0.11282045476629281,0.9385009756424503,0.0 -3027,2003-11-14,-0.7899999999999636,3.730000000000018,8.78000000000003,1.39,1.579370624433997,1.3882969761937483,0.940203999448702,0.0 -3028,2003-11-15,-0.6699999999999591,6.260000000000048,10.9,0.47,1.0951877227891575,0.5460353024303577,0.8641686970183443,0.0 -3029,2003-11-16,3.140000000000043,7.37,11.99,26.0,29.18354159905745,26.091611528303133,0.772557168715211,0.0 -3030,2003-11-17,-1.2799999999999727,2.230000000000018,5.980000000000018,0.0,0.1479608009357297,0.08140737135471979,0.6911497973604912,0.0 -3031,2003-11-18,-1.13,2.640000000000043,9.850000000000025,0.0,0.1683625662545015,0.07243778063391337,0.6187120167265778,0.0 -3032,2003-11-19,-0.7199999999999704,3.980000000000018,11.88,0.0,0.3053225183380184,0.06453399249345498,0.5541780242331229,0.0 -3033,2003-11-20,-0.0099999999999909,5.220000000000027,15.32000000000005,0.0,0.4146972802558827,0.05755408426505753,0.49662393996806536,0.0 -3034,2003-11-21,0.0,5.360000000000014,11.6,0.0,0.4061218920637078,0.05137799089057849,0.4452459490774869,0.0 -3035,2003-11-22,3.5,6.740000000000009,10.93,0.0,0.524651782793093,0.04590358105305174,0.3993423680244351,0.0 -3036,2003-11-23,4.900000000000034,8.53000000000003,13.13,0.02,0.4950046199028091,0.061043541180159686,0.35829882684427544,0.0 -3037,2003-11-24,4.650000000000034,8.13,11.24,0.98,1.475122252242681,1.016722881168133,0.3215759456761423,0.0 -3038,2003-11-25,2.400000000000034,5.410000000000025,10.16,0.0,0.3301653037288423,0.03287692272395272,0.2886990229521896,0.0 -3039,2003-11-26,2.88,6.5,10.81,5.77,6.611430162023192,5.799449665404285,0.2592493575479045,0.0 -3040,2003-11-27,-0.4399999999999977,0.7300000000000182,4.470000000000027,38.12,25.475035809853598,35.04676976612196,3.332479591425938,0.0 -3041,2003-11-28,-1.089999999999975,0.4500000000000455,1.5200000000000389,0.66,0.1176962052796343,0.5949078295713619,3.3975717618545764,0.0 -3042,2003-11-29,-1.339999999999975,1.38,3.8600000000000136,0.16,0.2522731971265794,0.5449067790185924,3.012664982835984,0.0 -3043,2003-11-30,3.75,6.510000000000048,8.580000000000041,0.91,3.1366533807550145,1.2744002543873578,2.6482647284486265,0.0 -3044,2003-12-01,4.230000000000018,6.160000000000025,8.800000000000011,0.1,1.9082032983761053,0.4136110720912455,2.334653656357381,0.0 -3045,2003-12-02,4.2000000000000455,5.760000000000048,7.75,0.2,1.7292216622632703,0.4713798255679067,2.0632738307894747,0.0 -3046,2003-12-03,3.550000000000012,5.890000000000043,10.52,0.0,1.3954883537914322,0.2359397886546184,1.8273340421348563,0.0 -3047,2003-12-04,-1.19,3.080000000000041,9.28000000000003,0.0,0.5777940857579998,0.20596054963427127,1.621373492500585,0.0 -3048,2003-12-05,-2.329999999999984,1.580000000000041,8.480000000000018,0.0,0.1712680221147481,0.1804236595991243,1.4409498329014607,0.0 -3049,2003-12-06,-2.589999999999975,1.5100000000000475,7.800000000000011,0.0,0.146820911084758,0.15853799193073043,1.2824118409707304,0.0 -3050,2003-12-07,-2.17999999999995,-0.0699999999999931,1.900000000000034,0.0,0.0,0.0,1.2824118409707304,-0.05249999999999482 -3051,2003-12-08,-4.17999999999995,-0.7599999999999909,5.460000000000036,0.0,0.0,0.0,1.2824118409707304,-0.5831249999999919 -3052,2003-12-09,-5.589999999999975,-1.81,4.930000000000007,0.0,0.0,0.0,1.2824118409707304,-1.503281249999998 -3053,2003-12-10,-5.159999999999968,-1.63,6.0,0.0,0.0,0.0,1.2824118409707304,-1.5983203124999994 -3054,2003-12-11,-5.21999999999997,2.480000000000018,6.410000000000025,6.53,3.4768804700087905,4.143897323147046,3.6685145178236844,0.0 -3055,2003-12-12,2.25,4.910000000000025,9.5,0.08,1.3411868549357653,0.5404653722066188,3.2080491456170654,0.0 -3056,2003-12-13,2.5,6.4500000000000455,8.350000000000023,13.49,16.052037468115394,13.882393202256841,2.8156559433602246,0.0 -3057,2003-12-14,1.37,4.260000000000048,7.330000000000041,6.6,7.609965107469261,6.936712242381033,2.4789437009791917,0.0 -3058,2003-12-15,-2.109999999999957,-0.0199999999999818,1.19,3.31,0.2503308444297837,1.193606060606076,4.595337640373115,-0.01499999999998635 -3059,2003-12-16,-5.38,-2.25,2.1100000000000136,0.0,0.0,0.0,4.595337640373115,-1.6912499999999966 -3060,2003-12-17,-5.039999999999964,0.1400000000000432,3.0200000000000387,0.0,0.0,0.0,4.595337640373115,-0.31781249999996675 -3061,2003-12-18,-1.099999999999966,1.94,5.600000000000023,0.01,0.3417841938697051,0.615052000857201,3.9902856395159136,0.0 -3062,2003-12-19,-0.6899999999999977,2.31,4.400000000000034,0.01,0.4354021341444349,0.518639958214468,3.4816456813014454,0.0 -3063,2003-12-20,-0.7099999999999795,6.020000000000039,8.79000000000002,28.38,26.04116996747456,27.037585123708133,4.824060557593311,0.0 -3064,2003-12-21,-0.5299999999999727,2.3600000000000136,6.220000000000027,17.67,14.19798702610499,17.172106285431568,5.321954272161747,0.0 -3065,2003-12-22,-5.44,-2.419999999999959,-0.75,5.33,0.0,0.0,10.651954272161747,-1.8149999999999693 -3066,2003-12-23,-10.52,-5.579999999999984,-1.1999999999999886,0.01,0.0,0.0,10.661954272161747,-4.63874999999998 -3067,2003-12-24,-11.22,-7.71999999999997,-0.0699999999999931,0.0,0.0,0.0,10.661954272161747,-6.949687499999973 -3068,2003-12-25,-11.12,-5.509999999999991,0.8700000000000045,0.0,0.0,0.0,10.661954272161747,-5.869921874999987 -3069,2003-12-26,-7.62,1.5200000000000389,4.900000000000034,0.0,0.0,0.0,10.661954272161747,-0.3274804687499675 -3070,2003-12-27,2.8500000000000227,4.9500000000000455,6.07000000000005,2.52,5.163636770023699,4.376935193868498,8.805019078293249,0.0 -3071,2003-12-28,-4.109999999999957,1.06,4.170000000000016,9.75,3.6106476940899297,5.683037465862716,12.871981612430533,0.0 -3072,2003-12-29,-4.859999999999957,-2.1399999999999864,0.6299999999999955,0.0,0.0,0.0,12.871981612430533,-1.6049999999999898 -3073,2003-12-30,-2.039999999999964,-0.9499999999999886,1.1000000000000227,0.7,0.0473171665684217,0.24522292993631178,13.326758682494221,-1.113749999999989 -3074,2003-12-31,-1.6999999999999886,-1.1499999999999773,-0.0899999999999749,0.0,0.0,0.0,13.326758682494221,-1.1409374999999802 -3075,2004-01-01,-2.38,-1.7099999999999795,-0.5999999999999659,4.04,0.0,0.0,17.366758682494222,-1.5677343749999797 -3076,2004-01-02,-4.669999999999959,-1.9799999999999611,0.5800000000000409,0.12,0.0010397679636329,0.013257142857143786,17.473501539637077,-1.8769335937499658 -3077,2004-01-03,-5.389999999999986,-3.9699999999999696,-2.859999999999957,0.0,0.0,0.0,17.473501539637077,-3.4467333984374684 -3078,2004-01-04,-7.149999999999977,-4.96999999999997,-3.349999999999966,0.0,0.0,0.0,17.473501539637077,-4.589183349609345 -3079,2004-01-05,-7.06,-3.81,1.2200000000000273,0.0,0.0,0.0,17.473501539637077,-4.0047958374023365 -3080,2004-01-06,-6.19,-3.259999999999991,1.830000000000041,0.0,0.0,0.0,17.473501539637077,-3.4461989593505775 -3081,2004-01-07,-6.06,-2.4899999999999523,4.220000000000027,0.0,0.0,0.0,17.473501539637077,-2.729049739837609 -3082,2004-01-08,-6.009999999999991,1.5100000000000475,3.550000000000012,22.08,5.507731456671659,9.995606577212879,29.557894962424196,0.0 -3083,2004-01-09,3.340000000000032,4.100000000000023,5.180000000000007,2.03,5.212857826526621,6.716145463829301,24.871749498594895,0.0 -3084,2004-01-10,3.2200000000000277,5.080000000000041,7.0,2.36,6.485573008863786,7.546934338446436,19.68481516014846,0.0 -3085,2004-01-11,5.140000000000043,7.420000000000016,8.82000000000005,26.25,34.70128050129765,30.913877837671834,15.020937322476627,0.0 -3086,2004-01-12,4.430000000000007,7.12,9.54000000000002,33.32,41.39055147503046,36.39156733997079,11.949369982505836,0.0 -3087,2004-01-13,4.010000000000048,8.230000000000018,9.920000000000016,37.01,45.48020793034832,39.19816731098455,9.761202671521284,0.0 -3088,2004-01-14,0.7600000000000477,3.06,5.760000000000048,10.64,10.99604752595912,12.278896016353494,8.12230665516779,0.0 -3089,2004-01-15,-0.3499999999999659,0.5400000000000205,1.410000000000025,0.65,0.154244614566364,0.8386195499195168,7.933687105248272,0.0 -3090,2004-01-16,1.2200000000000273,2.990000000000009,5.350000000000023,17.37,17.795906967893686,18.601203317732953,6.702483787515319,0.0 -3091,2004-01-17,0.0300000000000295,1.7900000000000205,3.32000000000005,10.05,6.546375967711279,11.031579106091932,5.720904681423387,0.0 -3092,2004-01-18,-5.289999999999964,-0.3100000000000023,1.62,0.34,0.0241252656846545,0.07971056439942154,5.981194117023966,-0.2325000000000017 -3093,2004-01-19,-6.109999999999957,-1.2899999999999636,0.7900000000000205,20.61,0.264118904408918,2.3596956521739827,24.231498464849984,-1.0256249999999731 -3094,2004-01-20,-0.5799999999999841,0.8100000000000023,2.170000000000016,12.78,4.1909481297832905,10.954939932498645,26.05655853235134,0.0 -3095,2004-01-21,-6.789999999999964,-0.5499999999999545,4.490000000000009,0.0,0.0,0.0,26.05655853235134,-0.4124999999999659 -3096,2004-01-22,-7.38,-2.25,1.830000000000041,0.96,0.0649367886089514,0.1907491856677559,26.825809346683585,-1.7906249999999915 -3097,2004-01-23,-6.389999999999986,-2.1499999999999773,2.88,0.0,0.0,0.0,26.825809346683585,-2.060156249999981 -3098,2004-01-24,-6.5,-0.2599999999999909,2.400000000000034,7.7,0.9506286325265382,2.0764044943820448,32.44940485230154,-0.7100390624999884 -3099,2004-01-25,-3.70999999999998,-1.6599999999999682,1.3500000000000227,3.53,0.2230500468033882,0.9417984189723478,35.037606433329195,-1.4225097656249732 -3100,2004-01-26,-1.4799999999999611,0.7100000000000364,2.7800000000000296,20.93,7.017723736038872,14.705574367393481,41.26203206593571,0.0 -3101,2004-01-27,-4.039999999999964,-2.609999999999957,-1.0699999999999932,12.81,0.0,0.0,54.072032065935716,-1.9574999999999676 -3102,2004-01-28,-4.349999999999966,-3.2399999999999523,-2.5499999999999545,14.94,0.0,0.0,69.01203206593571,-2.919374999999956 -3103,2004-01-29,-13.79,-7.399999999999977,-3.909999999999968,4.18,0.0,0.0,73.1920320659357,-6.279843749999972 -3104,2004-01-30,-13.38,-3.44,0.8799999999999955,0.11,0.0009335084067746,0.0067882187938288485,73.29524384714188,-4.149960937499993 -3105,2004-01-31,0.8300000000000409,4.400000000000034,7.800000000000011,2.0,7.685999248244333,12.035562541052245,63.25968130608963,0.0 -3106,2004-02-01,-1.1499999999999773,3.2800000000000296,9.930000000000009,0.0,3.788036138271156,6.624713964985784,56.634967341103845,0.0 -3107,2004-02-02,-3.44,1.31,10.27,0.0,0.5553383368518603,2.4200741791527665,54.21489316195108,0.0 -3108,2004-02-03,-4.17999999999995,0.7700000000000387,10.14,0.0,0.1537893496787424,1.3740076507886148,52.84088551116247,0.0 -3109,2004-02-04,-4.529999999999973,1.19,10.71,0.0,0.4525795269084417,2.0809292904137204,50.75995622074875,0.0 -3110,2004-02-05,-3.759999999999991,1.9500000000000453,11.28,0.0,1.256479259574694,3.304360289175141,47.455595931573605,0.0 -3111,2004-02-06,-2.4699999999999704,7.100000000000023,13.12,3.17,13.675689892559092,14.181442636819249,36.44415329475436,0.0 -3112,2004-02-07,2.090000000000032,4.06,6.340000000000032,4.25,9.08053799993583,9.617772705126185,31.076380589628172,0.0 -3113,2004-02-08,0.6100000000000136,2.4600000000000364,4.0400000000000205,8.16,8.281532711481544,11.068867378825267,28.167513210802905,0.0 -3114,2004-02-09,-6.56,-1.089999999999975,4.960000000000036,0.0,0.0,0.0,28.167513210802905,-0.8174999999999812 -3115,2004-02-10,-6.92999999999995,-0.5499999999999545,5.300000000000011,0.0,0.0,0.0,28.167513210802905,-0.6168749999999612 -3116,2004-02-11,-2.419999999999959,1.1100000000000136,5.19,0.24,0.3274384893184299,1.394421173723818,27.013092037079087,0.0 -3117,2004-02-12,-3.1399999999999864,0.6400000000000432,6.740000000000009,0.0,0.0735933913740045,0.6891251732179505,26.323966863861138,0.0 -3118,2004-02-13,-4.0499999999999545,0.5600000000000023,8.470000000000027,0.0,0.052429656849502,0.5929448969051214,25.731021966956018,0.0 -3119,2004-02-14,-4.239999999999952,0.160000000000025,5.960000000000036,0.0,0.0,0.16694470996951316,25.564077256986504,0.0 -3120,2004-02-15,-2.2399999999999523,0.1100000000000136,2.050000000000012,0.0,0.0,0.11429674228126793,25.449780514705235,0.0 -3121,2004-02-16,-0.5799999999999841,1.62,4.580000000000041,0.01,0.5818007965262044,1.6873855949149794,23.772394919790255,0.0 -3122,2004-02-17,0.5900000000000318,3.37,7.520000000000039,0.0,3.080693124235596,3.34455599043545,20.427838929354806,0.0 -3123,2004-02-18,-3.329999999999984,-0.169999999999959,2.69,0.0,0.0,0.0,20.427838929354806,-0.12749999999996925 -3124,2004-02-19,-4.449999999999989,-1.5,2.1100000000000136,0.0,0.0,0.0,20.427838929354806,-1.1568749999999923 -3125,2004-02-20,-4.659999999999968,3.12,6.13,0.09,2.4371545827389904,2.8792574260247017,17.6385815033301,0.0 -3126,2004-02-21,4.340000000000032,7.480000000000018,11.86,4.45,14.45633782241968,8.378007664441151,13.710573838888951,0.0 -3127,2004-02-22,-0.6899999999999977,5.180000000000007,8.56,39.6,38.92990468154139,40.244232167875374,13.066341671013578,0.0 -3128,2004-02-23,-11.09,-4.639999999999986,-1.5399999999999636,1.06,0.0,0.0,14.126341671013579,-3.4799999999999898 -3129,2004-02-24,-11.94,-6.099999999999966,1.2700000000000389,0.0,0.0,0.0,14.126341671013579,-5.444999999999972 -3130,2004-02-25,-10.82,-2.6499999999999773,2.31,0.04,0.0031125762411373,0.007037319116527038,14.159304351897052,-3.348749999999976 -3131,2004-02-26,-11.92999999999995,-5.21999999999997,-0.4799999999999613,0.83,0.0,0.0,14.989304351897053,-4.752187499999971 -3132,2004-02-27,-12.44,-6.389999999999986,0.9900000000000092,0.0,0.0,0.0,14.989304351897053,-5.980546874999982 -3133,2004-02-28,-9.75,-4.169999999999959,0.7000000000000455,1.95,0.0130666233024551,0.13062200956938574,16.808682342327668,-4.622636718749964 -3134,2004-02-29,-7.289999999999964,-4.62,-1.31,0.19,0.0,0.0,16.99868234232767,-4.620659179687491 -3135,2004-03-01,-7.46999999999997,-3.829999999999984,0.82000000000005,0.01,0.0001159643627359,0.000989143546441553,17.007693198781226,-4.027664794921861 -3136,2004-03-02,-7.169999999999959,-2.0,4.840000000000032,0.0,0.0,0.0,17.007693198781226,-2.5069161987304653 -3137,2004-03-03,-6.92999999999995,-0.8999999999999773,5.850000000000023,0.0,0.0,0.0,17.007693198781226,-1.3017290496825993 -3138,2004-03-04,-3.919999999999959,3.3600000000000136,9.260000000000048,1.54,3.5039583817996025,3.8653254444879024,14.682367754293324,0.0 -3139,2004-03-05,1.660000000000025,3.0,4.9500000000000455,16.98,19.07215402925519,19.2479057635821,12.414461990711223,0.0 -3140,2004-03-06,-1.9899999999999525,1.56,3.94,1.12,0.9846121457954076,1.8466720390341425,11.68778995167708,0.0 -3141,2004-03-07,-2.539999999999964,-0.0600000000000022,4.010000000000048,0.5,0.2117026979322868,0.30610687022901073,11.88168308144807,-0.04500000000000165 -3142,2004-03-08,-5.87,-0.4899999999999522,4.4500000000000455,0.32,0.1009124101505846,0.13798449612403182,12.063698585324039,-0.37874999999996456 -3143,2004-03-09,-6.479999999999961,-0.8899999999999864,3.930000000000007,1.16,0.2992854601664504,0.43792507204611153,12.785773513277928,-0.7621874999999809 -3144,2004-03-10,-5.289999999999964,-3.019999999999982,-1.829999999999984,3.6,0.0,0.0,16.38577351327793,-2.455546874999982 -3145,2004-03-11,-5.62,-0.8299999999999841,1.4800000000000182,0.0,0.0,0.0,16.38577351327793,-1.2363867187499835 -3146,2004-03-12,0.4800000000000182,4.160000000000025,5.28000000000003,12.13,14.592538982621772,15.459179262330796,13.056594250947136,0.0 -3147,2004-03-13,1.3900000000000432,2.480000000000018,3.9500000000000455,38.76,37.18000536344395,40.52990987882445,11.286684372122687,0.0 -3148,2004-03-14,-1.69,3.840000000000032,10.73,0.0,3.4554823123287512,2.0147887859811244,9.271895586141563,0.0 -3149,2004-03-15,-0.92999999999995,5.44,15.3,0.0,5.865897481498221,1.5251838162378708,7.746711769903692,0.0 -3150,2004-03-16,-0.4899999999999522,7.360000000000014,17.84,0.0,8.034368077043553,1.1921118329917673,6.554599936911925,0.0 -3151,2004-03-17,1.330000000000041,9.33000000000004,20.91,0.0,9.87705582250232,0.9543093522609416,5.600290584650984,0.0 -3152,2004-03-18,2.44,9.87,19.23,0.0,9.139325949298858,0.7781920464502945,4.82209853820069,0.0 -3153,2004-03-19,5.850000000000023,9.920000000000016,15.0,13.3,22.69026384646448,13.943955318042297,4.178143220158392,0.0 -3154,2004-03-20,7.31,9.430000000000009,10.83,2.55,9.67850181174026,3.089244489704238,3.6388987304541542,0.0 -3155,2004-03-21,1.9700000000000275,5.87,9.090000000000032,9.11,13.18868497044845,9.565998410839352,3.1829003196148005,0.0 -3156,2004-03-22,0.0,2.660000000000025,6.740000000000009,2.85,3.1805427036219336,3.238760316451199,2.7941400031636014,0.0 -3157,2004-03-23,-0.169999999999959,1.06,2.9600000000000364,5.02,2.705388124012013,5.119450128047188,2.694689875116413,0.0 -3158,2004-03-24,-0.4399999999999977,1.3400000000000318,4.170000000000016,4.47,3.0219471508789963,4.423265201071112,2.7414246740453003,0.0 -3159,2004-03-25,-1.9699999999999704,0.1700000000000159,1.920000000000016,0.35,0.0618761994187603,0.24923885399637247,2.842185820048928,0.0 -3160,2004-03-26,-5.409999999999968,-1.5699999999999932,2.760000000000048,0.0,0.0,0.0,2.842185820048928,-1.1774999999999949 -3161,2004-03-27,-5.609999999999957,-0.2699999999999818,6.920000000000016,0.0,0.0,0.0,2.842185820048928,-0.4968749999999851 -3162,2004-03-28,-5.769999999999982,2.2800000000000296,11.77,0.0,0.4896497780323577,0.3404093393823011,2.501776480666627,0.0 -3163,2004-03-29,-3.349999999999966,5.890000000000043,15.96,0.0,3.445322443357342,0.2937144936859893,2.2080619869806375,0.0 -3164,2004-03-30,0.4700000000000273,6.7000000000000455,12.91,0.0,3.846943538726486,0.25472046854968594,1.9533415184309515,0.0 -3165,2004-03-31,4.06,8.680000000000007,14.85,0.0,4.888439287586071,0.22187509252465915,1.7314664259062924,0.0 -3166,2004-04-01,2.7200000000000277,8.450000000000045,15.84,0.01,4.273618140644612,0.2040005815790846,1.5374658443272078,0.0 -3167,2004-04-02,4.480000000000018,8.980000000000018,15.79,1.73,6.048672446256873,1.900189199962897,1.3672766443643107,0.0 -3168,2004-04-03,1.1100000000000136,6.340000000000032,12.4,0.0,2.507965941923908,0.14973153804477274,1.217545106319538,0.0 -3169,2004-04-04,2.170000000000016,8.31,12.78,8.56,12.515904524929384,8.692066205847627,1.085478900471911,0.0 -3170,2004-04-05,5.53000000000003,6.9500000000000455,9.0,3.62,6.382580763984928,3.736743904606714,0.9687349958651967,0.0 -3171,2004-04-06,0.6299999999999955,3.230000000000018,4.87,22.5,20.13938065715576,22.603401345990452,0.8653336498747438,0.0 -3172,2004-04-07,-0.8799999999999955,0.9399999999999976,2.260000000000048,8.73,2.791772518757007,6.690872462486232,2.904461187388512,0.0 -3173,2004-04-08,-1.0499999999999543,2.160000000000025,5.960000000000036,6.62,5.115294079067837,6.123607366733014,3.400853820655498,0.0 -3174,2004-04-09,0.5400000000000205,2.480000000000018,4.03000000000003,1.92,2.106703489603793,2.340537203145988,2.98031661750951,0.0 -3175,2004-04-10,-2.419999999999959,1.6100000000000136,4.230000000000018,0.26,0.3596931488007124,0.538647299546921,2.701669317962589,0.0 -3176,2004-04-11,-1.06,3.5300000000000296,9.160000000000023,0.24,1.4111556006689383,0.5394757137118809,2.402193604250708,0.0 -3177,2004-04-12,-0.1499999999999772,4.680000000000007,11.19,0.0,1.8697180231832,0.28035923044049826,2.12183437381021,0.0 -3178,2004-04-13,-0.2799999999999727,4.010000000000048,9.360000000000014,0.0,1.359133404513421,0.24350063627796598,1.8783337375322442,0.0 -3179,2004-04-14,0.82000000000005,7.510000000000048,13.62,0.06,3.226969155170093,0.2723751203386596,1.6659586171935845,0.0 -3180,2004-04-15,1.7900000000000205,5.4500000000000455,9.710000000000036,0.17,2.1337037516002377,0.3559016868257371,1.4800569303678475,0.0 -3181,2004-04-16,2.6100000000000136,10.22,15.91,0.0,4.001659496057495,0.16324330082598631,1.316813629541861,0.0 -3182,2004-04-17,1.25,8.140000000000043,11.36,2.85,5.765079209206339,2.9937430644170333,1.1730705651248279,0.0 -3183,2004-04-18,1.0100000000000475,6.0400000000000205,11.39,11.02,13.120434770119276,11.146879178489678,1.0461913866351489,0.0 -3184,2004-04-19,1.7800000000000296,4.170000000000016,7.06,0.08,1.0396576093667724,0.19223260145083498,0.9339587851843139,0.0 -3185,2004-04-20,3.770000000000039,7.160000000000025,10.42,0.25,2.3401596645047227,0.34946345657870026,0.8344953286056136,0.0 -3186,2004-04-21,4.69,12.34,20.06,0.0,3.265592216719308,0.08829357339807363,0.74620175520754,0.0 -3187,2004-04-22,7.400000000000034,12.62,18.58,0.3,3.306871698853631,0.3784933983376921,0.6677083568698479,0.0 -3188,2004-04-23,6.5400000000000205,9.680000000000009,12.04,0.88,3.005282566168523,0.9498720628033058,0.597836294066542,0.0 -3189,2004-04-24,6.5,10.75,16.13,0.0,2.081806681724196,0.06226976323693789,0.5355665308296041,0.0 -3190,2004-04-25,5.4500000000000455,10.55,17.34,0.0,1.8647499370239264,0.0555518547854906,0.4800146760441135,0.0 -3191,2004-04-26,4.580000000000041,10.68,16.75,0.0,1.7343491913680675,0.049604229395768626,0.4304104466483449,0.0 -3192,2004-04-27,6.400000000000034,12.42,18.19,0.24,2.1432640955776607,0.2843296667091643,0.38608077993918055,0.0 -3193,2004-04-28,7.180000000000007,11.22,16.61,0.0,1.5324117165347992,0.03964492890328232,0.34643585103589825,0.0 -3194,2004-04-29,7.410000000000025,11.47,15.93,0.0,1.4444984925765896,0.03547842963495286,0.3109574214009454,0.0 -3195,2004-04-30,6.03000000000003,10.52,13.64,11.02,13.253954817607244,11.051768349788736,0.27918907161220846,0.0 -3196,2004-05-01,6.360000000000014,8.910000000000025,12.65,0.85,1.848170347636444,0.8784611037466407,0.25072796786556784,0.0 -3197,2004-05-02,5.37,9.400000000000034,13.97,3.14,4.34242458937774,3.1655100827233897,0.22521788514217814,0.0 -3198,2004-05-03,5.550000000000011,10.13,14.66,3.25,4.292415575853743,3.2728746186737983,0.2023432664683801,0.0 -3199,2004-05-04,2.180000000000007,8.910000000000025,13.0,11.72,13.303382229441713,11.740519124992561,0.18182414147581952,0.0 -3200,2004-05-05,2.19,4.920000000000016,7.88,0.75,1.123603702931205,0.7684123798347087,0.1634117616411109,0.0 -3201,2004-05-06,2.38,5.080000000000041,7.240000000000009,5.15,5.858878127614443,5.166526925201957,0.14688483643915456,0.0 -3202,2004-05-07,2.150000000000034,5.0400000000000205,8.420000000000016,6.49,7.254178849305668,6.50483856055317,0.1320462758859854,0.0 -3203,2004-05-08,2.3600000000000136,3.960000000000037,6.44,59.86,64.25734570038921,59.87332591403273,0.1187203618532535,0.0 -3204,2004-05-09,2.330000000000041,3.890000000000043,5.06,4.68,5.12959537009174,4.691970077781313,0.10675028407193961,0.0 -3205,2004-05-10,4.010000000000048,8.200000000000045,14.0,5.55,6.7173144176601,5.560754296430407,0.09599598764153301,0.0 -3206,2004-05-11,4.82000000000005,10.15,16.0,0.28,0.8419021013919363,0.28966369995701424,0.08633228768451878,0.0 -3207,2004-05-12,5.970000000000027,11.16,17.94,0.05,0.5014888354692846,0.05868507371697616,0.07764721396754262,0.0 -3208,2004-05-13,2.900000000000034,8.110000000000014,12.33,0.0,0.3768381815935832,0.007806659781946266,0.06984055418559636,0.0 -3209,2004-05-14,2.660000000000025,9.38,14.56,0.0,0.3207302514847009,0.0070179847500466,0.06282256943554976,0.0 -3210,2004-05-15,5.670000000000016,12.74,18.87,0.0,0.2750434603696464,0.006309710040211488,0.05651285939533827,0.0 -3211,2004-05-16,10.6,15.59,21.92,0.0,0.2373580467048401,0.005673501358750361,0.05083935803658791,0.0 -3212,2004-05-17,7.520000000000039,15.44,21.65,0.0,0.2059307630218337,0.005101914577319259,0.04573744345926865,0.0 -3213,2004-05-18,8.010000000000048,16.17,23.3,0.0,0.1794767468736319,0.004588295710452176,0.04114914774881647,0.0 -3214,2004-05-19,8.710000000000036,16.6,23.67,0.0,0.157029957279757,0.004126693048491888,0.037022454700324586,0.0 -3215,2004-05-20,13.37,18.5,25.06,2.18,2.521581574424401,2.1837117798042116,0.033310674896113154,0.0 -3216,2004-05-21,9.670000000000016,12.54,14.44,9.5,10.509181875548252,9.503338785881278,0.029971889014836137,0.0 -3217,2004-05-22,3.12,8.900000000000034,13.2,0.0,0.1071222246669317,0.003003437579986217,0.02696845143484992,0.0 -3218,2004-05-23,4.19,10.22,16.35,0.0,0.0947582928564735,0.002701904228387422,0.0242665472064625,0.0 -3219,2004-05-24,3.6100000000000136,11.11,16.82000000000005,0.0,0.0839831287778611,0.0024307508713098435,0.021835796335152657,0.0 -3220,2004-05-25,7.420000000000016,13.73,20.24,0.0,0.0745593873006193,0.0021868962711079844,0.019648900064044673,0.0 -3221,2004-05-26,9.53000000000003,15.2,20.52,0.05,0.1209646026203796,0.05196757557615615,0.017681324487888523,0.0 -3222,2004-05-27,5.770000000000039,12.22,18.01,0.05,0.1136915069003181,0.05177030709963358,0.01591101738825494,0.0 -3223,2004-05-28,4.12,12.32000000000005,18.18,0.0,0.0526048927638087,0.0015928627246085882,0.014318154663646353,0.0 -3224,2004-05-29,6.0,14.18,20.73,0.0,0.0469364553079947,0.0014332415140489697,0.012884913149597383,0.0 -3225,2004-05-30,11.09,15.12,22.67,2.83,3.136392833525844,2.8312896461579435,0.011595266991653752,0.0 -3226,2004-05-31,10.24,12.92,16.1,4.07,4.48782415032187,4.071160461935682,0.010434805055972458,0.0 -3227,2004-06-01,10.93,13.0,14.14,86.9,95.0546875329244,86.9010442379114,0.009390567144570877,0.0 -3228,2004-06-02,8.710000000000036,11.8,13.47,12.97,14.212094389930131,12.970939670114207,0.008450897030365037,0.0 -3229,2004-06-03,7.260000000000048,9.78000000000003,11.4,3.49,3.8430145808744847,3.490845586484714,0.007605310545651446,0.0 -3230,2004-06-04,10.66,13.94,18.49,0.17,0.2099528501873512,0.1707609333951598,0.0068443771504916465,0.0 -3231,2004-06-05,7.900000000000034,13.24,17.08,0.0,0.0215725686311417,0.0006847635726192164,0.00615961357787243,0.0 -3232,2004-06-06,7.590000000000032,14.83,20.49,0.0,0.0193457325446771,0.000616225274494658,0.005543388303377772,0.0 -3233,2004-06-07,10.39,18.1,24.06,0.0,0.0173551459171071,0.0005545525825171256,0.004988835720860647,0.0 -3234,2004-06-08,12.49,20.1,26.37,0.0,0.0155745105194984,0.0004990566965156041,0.004489779024345043,0.0 -3235,2004-06-09,13.48,21.51,27.79,0.0,0.0139806925456946,0.0004491181224085488,0.004040660901936494,0.0 -3236,2004-06-10,14.43,21.88,28.83,0.09,0.110964182567244,0.0904041796604902,0.003636481241446292,0.0 -3237,2004-06-11,10.6,15.89,18.94,10.25,11.219180707116472,10.25036374011034,0.003272741131107154,0.0 -3238,2004-06-12,8.350000000000023,14.42,18.99,0.0,0.0101277821946401,0.0003273486177400393,0.0029453925133671147,0.0 -3239,2004-06-13,7.990000000000009,11.29,14.39,0.99,1.09161932686145,0.9902945995970335,0.002650792916333616,0.0 -3240,2004-06-14,9.700000000000044,15.26,19.71,0.0,0.008177176575962,0.0002651281694223134,0.002385664746911303,0.0 -3241,2004-06-15,11.67,16.15,20.92,0.0,0.0073493994515011,0.0002386060640779403,0.0021470586828333626,0.0 -3242,2004-06-16,7.730000000000018,15.09,20.32000000000005,0.0,0.0066063304661473,0.00021473793450411022,0.0019323207483292525,0.0 -3243,2004-06-17,10.24,17.17,23.11,0.0,0.0059391267975845,0.00019325804760972578,0.0017390627007195267,0.0 -3244,2004-06-18,11.19,17.41,22.7,0.0,0.0053399020190597,0.00017392730739277466,0.001565135393326752,0.0 -3245,2004-06-19,8.770000000000039,13.4,19.19,1.46,1.6012448692908996,1.4601565305791044,0.0014086048142222846,0.0 -3246,2004-06-20,6.900000000000034,9.860000000000014,11.86,6.77,7.407003475488268,6.770140874283303,0.0012677305309188268,0.0 -3247,2004-06-21,10.3,14.9,18.0,0.36,0.3975269144693411,0.36012678423237227,0.001140946298546569,0.0 -3248,2004-06-22,14.34,18.1,20.68,15.75,17.225397716600796,15.750114103684894,0.0010268426136522564,0.0 -3249,2004-06-23,12.68,16.2,18.74,4.56,4.989293176260071,4.560102691595818,0.0009241510178342654,0.0 -3250,2004-06-24,8.840000000000032,14.2,17.98,0.0,0.0028259935746924,9.24210425958685e-05,0.0008317299752383969,0.0 -3251,2004-06-25,6.400000000000034,14.26,19.43,0.0,0.0025421897515586,8.317780951317608e-05,0.0007485521657252209,0.0 -3252,2004-06-26,11.4,18.32000000000005,24.26,0.0,0.0022869959537158,7.485911423377298e-05,0.0006736930514914479,0.0 -3253,2004-06-27,17.23,21.67,25.48,1.12,1.2267263040955674,1.1200673724622183,0.0006063205892732205,0.0 -3254,2004-06-28,10.31,17.97,24.31,0.0,0.0018511179063063,6.063461612664856e-05,0.000545685973146572,0.0 -3255,2004-06-29,8.390000000000043,16.73,22.87,0.0,0.0016654890827281,5.457066862669841e-05,0.0004911153045198736,0.0 -3256,2004-06-30,14.85,20.93,27.38,0.0,0.0014985216013212,4.9113208200588675e-05,0.00044200209631928495,0.0 -3257,2004-07-01,9.300000000000011,14.96,18.61,0.06,0.0669555875293603,0.06004420156859798,0.0003978005277213061,0.0 -3258,2004-07-02,11.56,14.6,17.74,0.4,0.4385949362589182,0.4000397811535271,0.00035801937419419554,0.0 -3259,2004-07-03,6.590000000000032,13.7,18.48,0.0,0.0010916786581608,3.580282902547071e-05,0.00032221654516872484,0.0 -3260,2004-07-04,12.73,20.68,25.5,5.02,5.490122830693877,5.020032222376713,0.0002899941684549477,0.0 -3261,2004-07-05,14.61,17.6,22.59,5.61,6.135162478809756,5.6100290000018225,0.0002609941666328738,0.0 -3262,2004-07-06,13.18,17.08,21.49,0.95,1.039577007673626,0.9500260998904921,0.00023489427614068134,0.0 -3263,2004-07-07,13.46,17.68,21.17,7.15,7.818913921778979,7.150023489811415,0.0002114044647267485,0.0 -3264,2004-07-08,10.63,13.48,14.77,7.44,8.135944006490538,7.4400211407573495,0.00019026370737731203,0.0 -3265,2004-07-09,9.260000000000048,13.47,17.42,6.6,7.217377932049154,6.6000190266225465,0.0001712370848302268,0.0 -3266,2004-07-10,7.75,12.04,15.43,0.75,0.8206123602478692,0.750017123912448,0.00015411317238222722,0.0 -3267,2004-07-11,9.32000000000005,12.51,16.51,3.16,3.4557849759612376,3.1600154114824495,0.0001387016899328105,0.0 -3268,2004-07-12,9.390000000000043,11.49,14.04,9.48,10.366369065924712,9.480013870302814,0.00012483138711878112,0.0 -3269,2004-07-13,6.53000000000003,11.07000000000005,14.67,2.04,2.231026928278646,2.0400124832471063,0.00011234814001232926,0.0 -3270,2004-07-14,7.980000000000018,14.13,19.2,0.0,0.0003421503574212,1.1234901800668243e-05,0.00010111323821166101,0.0 -3271,2004-07-15,12.45,17.86,22.59,0.01,0.0112424604736615,0.010010111394938586,9.100184327307582e-05,0.0 -3272,2004-07-16,16.59,21.19,27.42,4.32,4.723999613372494,4.320009100241933,8.19016013407488e-05,0.0 -3273,2004-07-17,15.2,20.65,26.63,0.0,0.0002493888128138,8.190206794074987e-06,7.371139454667381e-05,0.0 -3274,2004-07-18,14.53,18.63,23.65,0.35,0.3829334395292226,0.35000737117724917,6.634021729745419e-05,0.0 -3275,2004-07-19,15.93,20.88,26.68,1.46,1.5966452418055126,1.4600066340523432,5.970616495415634e-05,0.0 -3276,2004-07-20,16.16,19.87,25.22,0.94,1.0280288096872203,0.9400059706412923,5.373552366178867e-05,0.0 -3277,2004-07-21,16.33,21.55,27.14,0.72,0.787450684092439,0.7200053735724516,4.8361951210097186e-05,0.0 -3278,2004-07-22,17.71,23.9,30.25,0.8,0.874910662631054,0.8000048362113903,4.3525739819835765e-05,0.0 -3279,2004-07-23,15.13,20.98,23.66,9.94,10.86906808074938,9.94000435258716,3.917315265976816e-05,0.0 -3280,2004-07-24,13.08,17.7,22.46,0.98,1.0717044530316044,0.9800039173259402,3.5255826719550464e-05,0.0 -3281,2004-07-25,9.04000000000002,16.52,22.57000000000005,0.0,0.0001073281283363,3.525591318084925e-06,3.173023540146554e-05,0.0 -3282,2004-07-26,11.57000000000005,15.63,20.76,0.0,9.65935759737222e-05,3.1730305435079393e-06,2.85572048579576e-05,0.0 -3283,2004-07-27,9.450000000000044,16.54,23.05,0.0,8.69328094015078e-05,2.8557261585156998e-06,2.5701478699441902e-05,0.0 -3284,2004-07-28,12.3,18.97,25.0,0.0,7.82383872235637e-05,2.570152464845313e-06,2.313132623459659e-05,0.0 -3285,2004-07-29,13.63,20.4,27.48,0.0,7.041362412179712e-05,2.31313634532809e-06,2.08181898892685e-05,0.0 -3286,2004-07-30,13.66,20.53,27.64,0.0,6.33715129792091e-05,2.081822003639201e-06,1.87363678856293e-05,0.0 -3287,2004-07-31,13.17,21.17,29.27,0.0,5.70337552219874e-05,1.8736392304791487e-06,1.6862728655150152e-05,0.0 -3288,2004-08-01,12.73,20.84,29.6,0.0,5.132988847674327e-05,1.6862748434665794e-06,1.5176453811683573e-05,0.0 -3289,2004-08-02,13.24,21.03,30.32000000000005,0.0,4.619650174495445e-05,1.5176469833087068e-06,1.3658806828374866e-05,0.0 -3290,2004-08-03,12.76,18.42,23.92,11.58,12.662242171653515,11.58000136588198,1.2292924847804e-05,0.0 -3291,2004-08-04,14.26,18.22,23.29,22.25,24.329395211492177,22.250001229293535,1.1063631311859786e-05,0.0 -3292,2004-08-05,14.63,17.85,22.82000000000005,10.22,11.17513644702331,10.220001106363982,9.95726732923128e-06,0.0 -3293,2004-08-06,13.98,17.87,21.95,0.07,0.0765721085146542,0.0700009957274226,8.961539906639822e-06,0.0 -3294,2004-08-07,14.34,20.07000000000005,25.37,0.0,2.7277706430220747e-05,8.961545492952434e-07,8.065385357344579e-06,0.0 -3295,2004-08-08,14.41,21.05,27.56,0.03,0.0328281783081985,0.030000806538988223,7.258846369118862e-06,0.0 -3296,2004-08-09,15.7,20.19,24.3,0.04,0.0437602660630996,0.04000072588500343,6.532961365689102e-06,0.0 -3297,2004-08-10,15.56,18.73,22.18,24.16,26.417875358275715,24.160000653296432,5.879664932240747e-06,0.0 -3298,2004-08-11,14.71,18.89,22.57000000000005,0.03,0.0328215251062634,0.030000587966733695,5.291698198544347e-06,0.0 -3299,2004-08-12,13.05,17.28,24.89,19.26,21.05994559413831,19.260000529170018,4.762528183907346e-06,0.0 -3300,2004-08-13,12.29,14.94,17.61,3.96,4.330093456171362,3.960000476252976,4.286275207742746e-06,0.0 -3301,2004-08-14,7.760000000000048,13.55,18.28,0.01,0.0109475893591485,0.01000042862764857,3.857647559171649e-06,0.0 -3302,2004-08-15,8.710000000000036,16.15,22.32000000000005,0.01,0.0109462846803548,0.010000385764859433,3.4718826997390652e-06,0.0 -3303,2004-08-16,13.83,16.77,18.31,14.81,16.194068496298037,14.810000347188355,3.1246943459176743e-06,0.0 -3304,2004-08-17,13.23,15.91,19.01,15.22,16.642383695475193,15.220000312469503,2.812224843409448e-06,0.0 -3305,2004-08-18,14.14,19.39,25.2,25.08,27.423841973038705,25.08000028122254,2.5310023040561743e-06,0.0 -3306,2004-08-19,13.15,15.3,18.99,27.34,29.895047796237787,27.340000253100275,2.2779020290905723e-06,0.0 -3307,2004-08-20,11.11,13.58,17.49,12.56,13.73379272568394,12.560000227790239,2.050111790087929e-06,0.0 -3308,2004-08-21,6.610000000000014,10.7,14.45,1.36,1.487104064687273,1.3600002050112083,1.8451005818433325e-06,0.0 -3309,2004-08-22,6.480000000000018,13.17,18.85,0.02,0.0218747016902499,0.020000184510081866,1.660590499977999e-06,0.0 -3310,2004-08-23,10.38,18.04,24.36,20.21,22.09871611033757,20.21000016605907,1.4945314307985896e-06,0.0 -3311,2004-08-24,9.94,13.65,15.87,18.17,19.86806886792626,18.17000014945316,1.3450782721816272e-06,0.0 -3312,2004-08-25,9.400000000000034,13.12,18.34,15.26,16.68611645000177,15.26000013450784,1.210570432378411e-06,0.0 -3313,2004-08-26,7.470000000000027,11.3,13.8,14.03,15.341167272715534,14.030000121057054,1.0895133789466768e-06,0.0 -3314,2004-08-27,7.590000000000032,12.6,18.54,0.0,3.3161989607832803e-06,1.089513461517209e-07,9.80562032794956e-07,0.0 -3315,2004-08-28,8.860000000000014,13.81,19.29,2.23,2.43840603527922,2.23000009805621,8.825058228272474e-07,0.0 -3316,2004-08-29,11.98,14.84,17.53,3.26,3.5646636481308382,3.2600000882505875,7.942552351270702e-07,0.0 -3317,2004-08-30,7.680000000000007,11.9,15.17,5.59,6.112411858502325,5.590000079425527,7.148297072262267e-07,0.0 -3318,2004-08-31,5.430000000000007,10.56,17.52,0.01,0.0109367185822338,0.010000071482974278,6.433467329492136e-07,0.0 -3319,2004-09-01,5.260000000000048,13.02,20.3,0.03,0.03280558666264,0.030000064334676172,5.79012056775236e-07,0.0 -3320,2004-09-02,9.610000000000014,16.01,24.21,0.0,1.7623594969451957e-06,5.7901208009559134e-08,5.211108487656769e-07,0.0 -3321,2004-09-03,10.99,16.65,25.79,0.01,0.0109361289513374,0.010000052111086765,4.689997620001604e-07,0.0 -3322,2004-09-04,10.6,17.23,27.2,0.02,0.0218705131669089,0.02000004689997773,4.220997842700959e-07,0.0 -3323,2004-09-05,10.59,17.05,26.28,0.05,0.0546739989003399,0.05000004220997967,3.7988980460374706e-07,0.0 -3324,2004-09-06,11.24,16.98,26.12,0.43,0.4701864978980383,0.43000003798898145,3.419008231395076e-07,0.0 -3325,2004-09-07,10.46,16.43,25.64,0.01,0.0109355834826583,0.010000034190083128,3.077107400124263e-07,0.0 -3326,2004-09-08,9.010000000000048,15.81,24.72,0.02,0.0218700222453141,0.02000003077107466,2.76939665352548e-07,0.0 -3327,2004-09-09,8.860000000000014,16.48,25.03,0.0,8.429297836263188e-07,2.7693967068749706e-08,2.4924569828379833e-07,0.0 -3328,2004-09-10,12.56,17.72,23.79,0.0,7.586366979613873e-07,2.4924570260510702e-08,2.2432112802328764e-07,0.0 -3329,2004-09-11,13.84,17.08,22.97,16.33,17.856109121320316,16.330000022432113,2.0188901487093287e-07,0.0 -3330,2004-09-12,5.19,10.8,15.75,0.02,0.0218697001520952,0.02000002018890177,1.817001131003185e-07,0.0 -3331,2004-09-13,5.62,15.11,21.4,2.42,2.646159917484704,2.4200000181700116,1.635301015606346e-07,0.0 -3332,2004-09-14,9.83000000000004,13.01,15.92,16.51,18.052930707197365,16.51000001635301,1.4717709121855296e-07,0.0 -3333,2004-09-15,5.9500000000000455,10.52,15.14,0.62,0.6779421033192246,0.6200000147177093,1.3245938194602295e-07,0.0 -3334,2004-09-16,3.62,8.520000000000039,16.05,0.0,4.031704049259345e-07,1.3245938316648815e-08,1.1921344362937414e-07,0.0 -3335,2004-09-17,1.7100000000000364,8.910000000000025,17.69,0.0,3.6285333988604796e-07,1.1921344461795095e-08,1.0729209916757904e-07,0.0 -3336,2004-09-18,3.900000000000034,10.5,20.35,0.01,0.0109348693962452,0.010000010729209996,9.656288917074642e-08,0.0 -3337,2004-09-19,5.420000000000016,10.0,16.61,0.15,0.1640184363350602,0.15000000965628899,8.690660018881126e-08,0.0 -3338,2004-09-20,4.730000000000018,10.54,17.2,0.12,0.1312147784591523,0.12000000869066006,7.821594011739311e-08,0.0 -3339,2004-09-21,6.25,9.57000000000005,14.09,0.99,1.0825199780656936,0.990000007821594,7.039434606309882e-08,0.0 -3340,2004-09-22,4.740000000000009,9.230000000000018,12.75,3.3,3.608399347586772,3.3000000070394346,6.33549114223194e-08,0.0 -3341,2004-09-23,8.37,11.7,13.23,22.11,24.17627438611632,22.11000000633549,5.701942025216713e-08,0.0 -3342,2004-09-24,5.160000000000025,7.5,11.03,2.58,2.8211122232424626,2.580000005701942,5.1317478204334955e-08,0.0 -3343,2004-09-25,5.550000000000011,7.25,9.110000000000014,2.68,2.930457634169893,2.680000005131748,4.618573036558293e-08,0.0 -3344,2004-09-26,5.270000000000039,7.730000000000018,11.34,0.04,0.043738311889803,0.04000000461857305,4.156715731418663e-08,0.0 -3345,2004-09-27,2.9700000000000277,9.950000000000044,16.15,0.01,0.0109346693473456,0.010000004156715744,3.741044157074918e-08,0.0 -3346,2004-09-28,8.160000000000025,11.4,14.76,0.0,1.138671753102166e-07,3.741044166810134e-09,3.366939740393904e-08,0.0 -3347,2004-09-29,4.06,9.730000000000018,15.37,0.02,0.0218691881369743,0.020000003366939748,3.030245765565961e-08,0.0 -3348,2004-09-30,4.830000000000041,11.79,19.25,0.0,9.223240865301233e-08,3.030245771953237e-09,2.7272211883706372e-08,0.0 -3349,2004-10-01,8.69,11.92,18.44,0.0,8.300916650303548e-08,2.7272211935443305e-09,2.454499069016204e-08,0.0 -3350,2004-10-02,5.25,10.5,16.21,0.0,7.47082488121447e-08,2.4544990732068956e-09,2.2090491616955144e-08,0.0 -3351,2004-10-03,4.970000000000027,11.0,18.66,0.01,0.0109346100656823,0.010000002209049166,1.988144245186517e-08,0.0 -3352,2004-10-04,8.78000000000003,14.87,22.51,0.0,6.051368009651988e-08,1.98814424793603e-09,1.789329820392914e-08,0.0 -3353,2004-10-05,11.46,17.55,23.76,0.24,0.2624290823405338,0.24000000178932981,1.610396838130912e-08,0.0 -3354,2004-10-06,11.86,12.71,13.64,12.04,13.165189614240232,12.040000001610396,1.4493571541374252e-08,0.0 -3355,2004-10-07,11.5,13.08,15.72,0.17,0.185887272194879,0.17000000144935717,1.3044214385775623e-08,0.0 -3356,2004-10-08,10.89,13.89,18.58,0.2,0.2186908962682093,0.20000000130442144,1.1739792946014486e-08,0.0 -3357,2004-10-09,10.89,14.66,19.87,17.19,18.7964791575104,17.19000000117398,1.0565813650454342e-08,0.0 -3358,2004-10-10,4.240000000000009,8.63,12.75,4.83,5.281384218208673,4.830000001056582,9.509232284632365e-09,0.0 -3359,2004-10-11,4.57000000000005,8.860000000000014,15.93,0.07,0.0765418287413189,0.07000000095092324,8.558309055540128e-09,0.0 -3360,2004-10-12,4.5,9.660000000000023,15.2,0.49,0.5357926246338574,0.4900000008558309,7.702478149476624e-09,0.0 -3361,2004-10-13,7.94,10.18,12.79,1.24,1.355883334148387,1.2400000007702479,6.932230334116275e-09,0.0 -3362,2004-10-14,7.110000000000014,7.740000000000009,8.87,15.97,17.46246491782986,15.970000000693224,6.2390073003703704e-09,0.0 -3363,2004-10-15,2.730000000000018,5.5,7.69,9.47,10.341775512861105,9.470000000623902,5.6151065700625695e-09,0.0 -3364,2004-10-16,2.32000000000005,4.44,7.520000000000039,10.36,11.14196643700742,10.36000000056151,5.053595912836994e-09,0.0 -3365,2004-10-17,3.6100000000000136,5.19,6.07000000000005,9.64,10.56128738885332,9.64000000050536,4.548236321375646e-09,0.0 -3366,2004-10-18,3.480000000000018,8.110000000000014,10.69,8.93,9.7828102106831,8.930000000454823,4.093412689094187e-09,0.0 -3367,2004-10-19,8.770000000000039,11.44,12.9,6.39,7.003540953300046,6.390000000409341,3.684071420068213e-09,0.0 -3368,2004-10-20,12.11,14.17,15.61,7.16,7.843808378246468,7.160000000368408,3.315664277966982e-09,0.0 -3369,2004-10-21,8.200000000000045,11.26,16.44,0.45,0.5052178167036121,0.45000000033156645,2.984097850093812e-09,0.0 -3370,2004-10-22,6.990000000000009,11.66,18.68,0.08,0.0992873278232165,0.08000000029840978,2.6856880650224886e-09,0.0 -3371,2004-10-23,6.420000000000016,11.66,18.97,0.05,0.0652735213203884,0.05000000026856881,2.4171192584700666e-09,0.0 -3372,2004-10-24,11.01,15.16,20.77,0.93,1.0264297517533314,0.9300000002417119,2.1754073325824198e-09,0.0 -3373,2004-10-25,7.03000000000003,9.910000000000023,12.55,56.1,61.35133187770539,56.10000000021754,1.957866599291259e-09,0.0 -3374,2004-10-26,1.7800000000000296,4.360000000000014,6.82000000000005,29.08,30.46995860230477,29.080000000195785,1.762079939335469e-09,0.0 -3375,2004-10-27,2.580000000000041,8.63,11.14,4.99,5.593235157311353,4.990000000176209,1.5858719453803243e-09,0.0 -3376,2004-10-28,8.37,10.36,12.67,39.42,43.24573006467448,39.42000000015859,1.4272847508247976e-09,0.0 -3377,2004-10-29,4.300000000000011,9.680000000000009,15.39,11.28,12.458543881794688,11.280000000142728,1.2845562757281475e-09,0.0 -3378,2004-10-30,3.450000000000045,6.69,12.96,0.03,0.1422513495416983,0.030000000128455627,1.1561006481438547e-09,0.0 -3379,2004-10-31,5.650000000000034,7.75,11.39,0.19,0.3043106034521705,0.19000000011561008,1.040490583320172e-09,0.0 -3380,2004-11-01,4.580000000000041,7.69,10.61,0.79,0.9491989619490274,0.7900000001040491,9.364415249806241e-10,0.0 -3381,2004-11-02,4.330000000000041,6.7900000000000205,9.52000000000004,1.28,1.475250925429062,1.2800000000936442,8.427973724764618e-10,0.0 -3382,2004-11-03,4.850000000000023,10.47,17.76,0.0,0.0671159155339993,8.427973725258709e-11,7.585176352238747e-10,0.0 -3383,2004-11-04,6.78000000000003,11.1,17.23,1.81,2.0388037736845828,1.8100000000758518,6.82665871697485e-10,0.0 -3384,2004-11-05,4.32000000000005,7.610000000000014,10.81,0.0,0.0530887492128782,6.826658717299023e-11,6.143992845244948e-10,0.0 -3385,2004-11-06,0.3700000000000045,2.87,5.4500000000000455,0.01,0.0213227574730736,0.010000000061439928,5.529593560694195e-10,0.0 -3386,2004-11-07,-5.0499999999999545,1.490000000000009,6.910000000000025,0.14,0.0740097004609113,0.08682196620163007,0.053178034351329284,0.0 -3387,2004-11-08,-5.7999999999999545,-1.089999999999975,6.88,0.0,0.0,0.0,0.053178034351329284,-0.8174999999999812 -3388,2004-11-09,-5.88,-2.919999999999959,2.390000000000043,0.0,0.0,0.0,0.053178034351329284,-2.3943749999999646 -3389,2004-11-10,-4.92999999999995,-0.6899999999999977,3.770000000000039,0.03,0.0086581941897749,0.013000000000000154,0.07017803435132913,-1.1160937499999894 -3390,2004-11-11,-6.319999999999993,-2.789999999999964,3.170000000000016,0.0,0.0,0.0,0.07017803435132913,-2.3715234374999703 -3391,2004-11-12,-6.419999999999959,-1.6599999999999682,2.9700000000000277,0.2,0.0348479848514159,0.06325878594249268,0.20691924840883646,-1.8378808593749687 -3392,2004-11-13,-0.9499999999999886,0.910000000000025,4.230000000000018,0.0,0.0,0.020989750240789938,0.18592949816804652,0.0 -3393,2004-11-14,-3.669999999999959,-1.2799999999999727,1.31,0.0,0.0,0.0,0.18592949816804652,-0.9599999999999795 -3394,2004-11-15,-8.509999999999991,-3.06,4.2000000000000455,0.0,0.0,0.0,0.18592949816804652,-2.534999999999995 -3395,2004-11-16,-8.579999999999984,-0.9099999999999682,2.5400000000000205,0.17,0.0186308016382407,0.03883093525179884,0.3170985629162477,-1.3162499999999748 -3396,2004-11-17,0.3400000000000318,3.3600000000000136,6.19,0.01,0.0475258672315989,0.04240929312108528,0.28468926979516246,0.0 -3397,2004-11-18,2.420000000000016,4.38,5.860000000000014,16.3,17.572875768826382,16.32903269721853,0.25565657257663416,0.0 -3398,2004-11-19,-4.989999999999952,-0.6399999999999864,4.0,5.77,1.7729565646817045,2.5672969966629724,3.4583595759136614,-0.47999999999998977 -3399,2004-11-20,-4.739999999999952,-1.169999999999959,0.0100000000000477,2.83,0.0,0.005957894736870806,6.282401681176791,-0.9974999999999667 -3400,2004-11-21,-0.6999999999999886,2.88,3.980000000000018,1.2,1.35207150358844,1.9571567470863556,5.525244934090435,0.0 -3401,2004-11-22,2.56,5.25,8.770000000000039,1.27,2.381109460935899,2.034879751627581,4.760365182462854,0.0 -3402,2004-11-23,-0.4599999999999795,4.2000000000000455,9.240000000000007,0.01,0.7869030576114303,0.6432717076596209,4.127093474803233,0.0 -3403,2004-11-24,-3.6999999999999886,1.0100000000000475,9.04000000000002,0.0,0.0797864062239447,0.4861819280221243,3.6409115467811084,0.0 -3404,2004-11-25,-2.859999999999957,3.080000000000041,9.58000000000004,0.0,0.4747437977645364,0.4563016182785972,3.1846099285025113,0.0 -3405,2004-11-26,-1.06,3.330000000000041,7.700000000000045,0.0,0.4973056018499949,0.389007000088384,2.7956029284141275,0.0 -3406,2004-11-27,-3.19,1.1100000000000136,9.19,0.0,0.0930211514735597,0.33392423259999804,2.4616786958141295,0.0 -3407,2004-11-28,-1.0499999999999543,4.910000000000025,9.58000000000004,34.29,30.073590353506667,31.725759125035047,5.025919570779078,0.0 -3408,2004-11-29,1.3600000000000136,2.07000000000005,2.4700000000000277,4.64,3.886595944891323,5.318299747657857,4.347619823121221,0.0 -3409,2004-11-30,-0.2099999999999795,1.5100000000000475,3.1100000000000136,1.95,1.2584205823326309,2.4128001112900006,3.88481971183122,0.0 -3410,2004-12-01,-1.089999999999975,1.2800000000000296,5.75,1.81,1.3783233141560034,2.0600360875980686,3.6347836242331515,0.0 -3411,2004-12-02,1.580000000000041,5.230000000000018,8.340000000000032,8.0,9.78752576904603,8.455378693215478,3.1794049310176744,0.0 -3412,2004-12-03,0.75,3.900000000000034,6.670000000000016,1.81,2.6733204720877186,2.1982560848571557,2.7911488461605187,0.0 -3413,2004-12-04,-0.9599999999999796,2.1000000000000227,6.180000000000007,0.0,0.3243840115502236,0.33330573215081644,2.457843114009702,0.0 -3414,2004-12-05,-2.0499999999999545,0.5300000000000296,2.920000000000016,0.0,0.0155284256104306,0.23210922045483107,2.225733893554871,0.0 -3415,2004-12-06,-3.729999999999961,-1.1399999999999864,4.010000000000048,0.0,0.0,0.0,2.225733893554871,-0.8549999999999898 -3416,2004-12-07,-3.94,-0.1399999999999863,7.13,0.0,0.0,0.0,2.225733893554871,-0.31874999999998715 -3417,2004-12-08,-2.8899999999999864,-0.2199999999999704,2.38,0.0,0.0,0.0,2.225733893554871,-0.24468749999997458 -3418,2004-12-09,-2.38,0.5500000000000114,6.670000000000016,0.0,0.0,0.23754692316499917,1.9881869703898718,0.0 -3419,2004-12-10,-3.579999999999984,-0.0999999999999659,7.600000000000023,0.0,0.0,0.0,1.9881869703898718,-0.07499999999997442 -3420,2004-12-11,-4.94,-2.0,3.56,0.0,0.0,0.0,1.9881869703898718,-1.5187499999999936 -3421,2004-12-12,-6.0499999999999545,-1.3999999999999773,7.240000000000009,0.0,0.0,0.0,1.9881869703898718,-1.4296874999999813 -3422,2004-12-13,-6.269999999999982,-1.0399999999999636,9.490000000000007,0.0,0.0,0.0,1.9881869703898718,-1.137421874999968 -3423,2004-12-14,-6.109999999999957,-1.63,6.600000000000023,0.0,0.0,0.0,1.9881869703898718,-1.506855468749992 -3424,2004-12-15,-3.919999999999959,1.160000000000025,7.220000000000027,0.0,0.0719707377619462,0.22631500578734792,1.7618719646025238,0.0 -3425,2004-12-16,-0.3999999999999772,3.910000000000025,8.13,13.74,12.727888666454383,13.376577838915146,2.1252941256873785,0.0 -3426,2004-12-17,0.4399999999999977,2.550000000000012,3.450000000000045,12.79,9.61265743814624,13.033948823093235,1.8813453025941431,0.0 -3427,2004-12-18,-0.3799999999999954,0.75,2.37,13.85,5.445925390216787,12.290731518191102,3.440613784403042,0.0 -3428,2004-12-19,-1.8199999999999927,2.7900000000000205,4.770000000000039,30.67,17.92242307852049,24.10767421761457,10.002939566788474,0.0 -3429,2004-12-20,-4.229999999999961,-1.81,1.910000000000025,0.11,0.0121671076342259,0.034218241042345804,10.078721325746129,-1.3575 -3430,2004-12-21,-12.23,-7.279999999999973,-2.339999999999975,0.0,0.0,0.0,10.078721325746129,-5.79937499999998 -3431,2004-12-22,-12.46,-3.42999999999995,-0.5399999999999636,1.68,0.0,0.0,11.758721325746128,-4.0223437499999575 -3432,2004-12-23,-0.2899999999999636,2.760000000000048,3.94,6.09,4.590786098541077,7.5790088237607955,10.269712501985332,0.0 -3433,2004-12-24,0.7400000000000091,2.31,4.270000000000039,1.59,2.1588896443630623,3.071105750533972,8.78860675145136,0.0 -3434,2004-12-25,-0.9399999999999976,0.9800000000000182,4.25,11.34,6.757477871742652,9.929077846329228,10.199528905122131,0.0 -3435,2004-12-26,-0.8499999999999659,-0.2699999999999818,0.2800000000000295,3.25,0.0,0.8053097345133624,12.644219170608768,-0.20249999999998636 -3436,2004-12-27,-3.69,-1.87,-0.6200000000000045,0.82,0.0,0.0,13.464219170608768,-1.4531249999999967 -3437,2004-12-28,-3.95999999999998,-2.38,-1.63,6.71,0.0,0.0,20.17421917060877,-2.1482812499999993 -3438,2004-12-29,-7.339999999999975,-1.69,2.340000000000032,0.8,0.0865615661595215,0.1933884297520686,20.7808307408567,-1.8045703124999999 -3439,2004-12-30,-8.87,-5.199999999999989,0.1800000000000068,0.0,0.0,0.0,20.7808307408567,-4.351142578124992 -3440,2004-12-31,-2.609999999999957,0.2600000000000477,2.5400000000000205,4.03,0.9536416816624448,1.9876116504854617,22.82321909037124,-0.8927856445312121 -3441,2005-01-01,0.0,2.510000000000048,4.920000000000016,9.65,8.553479375783752,12.079069067478049,20.394150022893193,0.0 -3442,2005-01-02,-1.42999999999995,1.0100000000000475,3.770000000000039,6.79,3.4656772469489803,5.885422023878941,21.298727999014254,0.0 -3443,2005-01-03,-5.75,-1.909999999999968,3.3600000000000136,0.0,0.0,0.0,21.298727999014254,-1.432499999999976 -3444,2005-01-04,-5.92999999999995,-2.079999999999984,4.550000000000011,0.0,0.0,0.0,21.298727999014254,-1.918124999999982 -3445,2005-01-05,-1.759999999999991,2.2900000000000205,6.2000000000000455,6.9,5.267483938225687,7.590602214825011,20.608125784189244,0.0 -3446,2005-01-06,-2.259999999999991,1.6400000000000432,5.31,1.98,1.656070737637391,2.906710690009522,19.681415094179723,0.0 -3447,2005-01-07,-2.319999999999993,2.730000000000018,5.660000000000025,0.0,1.5851324686028747,2.4188376480835485,17.262577446096174,0.0 -3448,2005-01-08,2.230000000000018,4.610000000000014,8.600000000000023,1.19,5.271874784484156,4.984463046638641,13.468114399457534,0.0 -3449,2005-01-09,-0.9399999999999976,2.900000000000034,8.550000000000011,0.01,1.6489251088188437,2.1097839661847124,11.36833043327282,0.0 -3450,2005-01-10,-3.569999999999993,2.13,9.57000000000005,0.0,0.8424575235335529,1.4265725570055638,9.941757876267257,0.0 -3451,2005-01-11,-4.099999999999966,-0.0999999999999659,7.29000000000002,0.03,0.0167511028724722,0.019201053555750733,9.952556822711506,-0.07499999999997442 -3452,2005-01-12,-1.169999999999959,3.430000000000007,7.430000000000007,9.15,8.988613850324295,9.897066242157065,9.205490580554441,0.0 -3453,2005-01-13,-7.169999999999959,-1.0,5.7000000000000455,0.0,0.0,0.0,9.205490580554441,-0.75 -3454,2005-01-14,-7.5,-2.839999999999975,6.12,0.0,0.0,0.0,9.205490580554441,-2.3174999999999812 -3455,2005-01-15,-7.279999999999973,-3.4599999999999795,4.580000000000041,0.0,0.0,0.0,9.205490580554441,-3.17437499999998 -3456,2005-01-16,-7.329999999999984,-2.609999999999957,6.240000000000009,0.0,0.0,0.0,9.205490580554441,-2.7510937499999626 -3457,2005-01-17,-6.69,-0.3199999999999932,6.850000000000023,1.12,0.4862748424575469,0.5666174298375194,9.758873150716921,-0.9277734374999855 -3458,2005-01-18,-1.8599999999999568,0.2300000000000182,3.5400000000000205,26.32,11.012394400962744,17.254222222222396,18.824650928494528,-0.05944335937498274 -3459,2005-01-19,-3.62,-1.4899999999999525,0.1700000000000159,3.42,0.0,0.15340369393141184,22.091247234563117,-1.1323608398437102 -3460,2005-01-20,0.0100000000000477,2.82000000000005,3.900000000000034,21.45,16.253713700386875,24.12537352008959,19.415873714473527,0.0 -3461,2005-01-21,0.0600000000000022,2.580000000000041,4.730000000000018,24.67,20.51711874399644,26.938111371540693,17.147762342932836,0.0 -3462,2005-01-22,-1.5199999999999818,-0.1200000000000045,1.650000000000034,13.63,2.1896761434458982,7.094479495268251,23.683282847664586,-0.09000000000000338 -3463,2005-01-23,-7.299999999999954,-3.039999999999964,0.4900000000000091,11.12,0.0386694221319346,0.6994608472400667,34.103822000424515,-2.302499999999974 -3464,2005-01-24,-10.11,-5.789999999999964,-2.37,0.99,0.0,0.0,35.09382200042452,-4.918124999999966 -3465,2005-01-25,-10.31,-7.139999999999986,-4.19,7.41,0.0,0.0,42.50382200042452,-6.584531249999982 -3466,2005-01-26,-9.139999999999986,-6.87,-5.12,0.32,0.0,0.0,42.82382200042452,-6.798632812499996 -3467,2005-01-27,-14.23,-9.44,-4.039999999999964,0.54,0.0,0.0,43.36382200042452,-8.779658203124999 -3468,2005-01-28,-10.87,-7.75,-3.0,0.11,0.0,0.0,43.47382200042452,-8.007414550781249 -3469,2005-01-29,-15.9,-9.5,-2.7799999999999727,0.0,0.0,0.0,43.47382200042452,-9.126853637695312 -3470,2005-01-30,-16.46,-8.319999999999993,-3.609999999999957,0.0,0.0,0.0,43.47382200042452,-8.521713409423823 -3471,2005-01-31,-8.799999999999955,-1.6999999999999886,2.6000000000000227,7.84,0.8734428544283248,1.788070175438616,49.5257518249859,-3.405428352355947 -3472,2005-02-01,-6.759999999999991,-2.359999999999957,0.5900000000000318,2.91,0.0188197166932838,0.23359183673470563,52.202159988251196,-2.6213570880889545 -3473,2005-02-02,-6.989999999999952,-1.099999999999966,2.75,0.2,0.0287169652706478,0.05646817248459987,52.3456918157666,-1.480339272022213 -3474,2005-02-03,-6.67999999999995,-1.7299999999999611,3.770000000000039,0.0,0.0,0.0,52.3456918157666,-1.667584818005524 -3475,2005-02-04,-7.13,-2.819999999999993,5.12,0.0,0.0,0.0,52.3456918157666,-2.531896204501376 -3476,2005-02-05,-5.839999999999975,0.57000000000005,3.240000000000009,0.01,0.002127032538697,0.0035682819383260076,52.352123533828276,-0.20547405112530648 -3477,2005-02-06,-6.149999999999977,-0.4899999999999522,6.770000000000039,0.0,0.0,0.0,52.352123533828276,-0.4188685127812908 -3478,2005-02-07,-6.349999999999966,-1.37,8.06,0.0,0.0,0.0,52.352123533828276,-1.1322171281953228 -3479,2005-02-08,-7.279999999999973,-2.009999999999991,7.700000000000045,0.0,0.0,0.0,52.352123533828276,-1.7905542820488238 -3480,2005-02-09,-7.529999999999973,-2.06,7.710000000000036,0.0,0.0,0.0,52.352123533828276,-1.9926385705122058 -3481,2005-02-10,-7.37,1.2600000000000475,8.28000000000003,0.0,0.3455835898509174,2.1873155309216012,50.164808002906675,0.0 -3482,2005-02-11,0.4900000000000091,2.800000000000012,5.420000000000016,48.26,44.96486125063114,52.961369909291186,45.46343809361549,0.0 -3483,2005-02-12,1.8000000000000114,5.230000000000018,6.510000000000048,29.48,39.35154499914845,37.62181489129168,37.32162320232381,0.0 -3484,2005-02-13,-3.039999999999964,-1.0299999999999727,1.2600000000000475,19.92,1.290648144919521,5.8370232558141595,51.404599946509656,-0.7724999999999795 -3485,2005-02-14,-3.0299999999999727,-2.17999999999995,-1.06,16.45,0.0,0.0,67.85459994650965,-1.8281249999999574 -3486,2005-02-15,-4.949999999999989,-4.029999999999973,-2.7199999999999704,1.06,0.0,0.0,68.91459994650965,-3.479531249999969 -3487,2005-02-16,-6.239999999999952,-4.31,-2.009999999999991,0.2,0.0,0.0,69.11459994650966,-4.102382812499992 -3488,2005-02-17,-6.489999999999952,-4.20999999999998,-1.6399999999999864,0.0,0.0,0.0,69.11459994650966,-4.183095703124984 -3489,2005-02-18,-5.649999999999977,-4.099999999999966,-2.42999999999995,1.8,0.0,0.0,70.91459994650965,-4.12077392578122 -3490,2005-02-19,-5.779999999999973,-3.1999999999999886,-0.9899999999999524,13.08,0.0,0.0,83.99459994650965,-3.4301934814452966 -3491,2005-02-20,-7.759999999999991,-4.56,-2.519999999999982,4.23,0.0,0.0,88.22459994650966,-4.277548370361324 -3492,2005-02-21,-8.949999999999989,-5.579999999999984,-1.349999999999966,0.01,0.0,0.0,88.23459994650966,-5.254387092590319 -3493,2005-02-22,-8.759999999999991,-5.62,-2.319999999999993,0.22,0.0,0.0,88.45459994650966,-5.52859677314758 -3494,2005-02-23,-11.95,-7.21999999999997,-3.1999999999999886,0.03,0.0,0.0,88.48459994650966,-6.797149193286873 -3495,2005-02-24,-14.82,-8.729999999999961,-0.3599999999999568,0.01,0.0,0.0,88.49459994650967,-8.246787298321689 -3496,2005-02-25,-14.75,-8.44,0.8700000000000045,0.0,0.0,0.0,88.49459994650967,-8.391696824580421 -3497,2005-02-26,-13.73,-5.62,1.62,0.0,0.0,0.0,88.49459994650967,-6.312924206145105 -3498,2005-02-27,-12.62,-7.329999999999984,-0.8299999999999841,1.6,0.0,0.0,90.09459994650966,-7.075731051536264 -3499,2005-02-28,-18.54,-11.32,-3.06,0.01,0.0,0.0,90.10459994650967,-10.258932762884067 -3500,2005-03-01,-18.42,-11.33,-2.1399999999999864,0.0,0.0,0.0,90.10459994650967,-11.062233190721017 -3501,2005-03-02,-17.58,-5.759999999999991,-0.25,0.0,0.0,0.0,90.10459994650967,-7.085558297680247 -3502,2005-03-03,-9.739999999999952,-2.5,2.410000000000025,6.38,0.581468727388712,1.2654979423868475,95.21910200412282,-3.646389574420062 -3503,2005-03-04,-5.2999999999999545,-2.919999999999959,0.0900000000000318,1.32,0.0,0.022040816326538426,96.51706118779627,-3.101597393604985 -3504,2005-03-05,-5.37,-3.4599999999999795,-1.92999999999995,10.58,0.0,0.0,107.09706118779627,-3.370399348401231 -3505,2005-03-06,-13.75,-5.87,0.5500000000000114,1.3,0.0035778532456467,0.05000000000000093,108.34706118779627,-5.245099837100308 -3506,2005-03-07,-14.07,-4.5499999999999545,-0.2699999999999818,5.41,0.0,0.0,113.75706118779627,-4.723774959275043 -3507,2005-03-08,-3.599999999999966,-0.4399999999999977,1.5300000000000296,1.8,0.1520873944830047,0.5368421052631687,115.0202190825331,-1.510943739818759 -3508,2005-03-09,-6.81,-0.7099999999999795,2.490000000000009,0.07,0.0088505135826895,0.01874193548387102,115.07147714704924,-0.9102359349546745 -3509,2005-03-10,-8.359999999999957,-2.38,6.100000000000023,0.0,0.0,0.0,115.07147714704924,-2.0125589837386686 -3510,2005-03-11,-7.729999999999961,-0.8299999999999841,4.860000000000014,0.0,0.0,0.0,115.07147714704924,-1.1256397459346552 -3511,2005-03-12,-6.149999999999977,-0.7999999999999545,1.330000000000041,5.77,0.237305115398274,1.0259491978609914,119.81552794918825,-0.8814099364836296 -3512,2005-03-13,-7.079999999999984,-1.2699999999999818,6.140000000000043,0.0,0.0,0.0,119.81552794918825,-1.1728524841208938 -3513,2005-03-14,-6.029999999999973,3.5400000000000205,9.730000000000018,0.0,6.965877444071809,12.35833956892772,107.45718838026053,0.0 -3514,2005-03-15,-2.94,4.240000000000009,14.99,0.0,9.679924739396933,13.438885452039573,94.01830292822096,0.0 -3515,2005-03-16,-3.259999999999991,5.640000000000043,16.9,0.0,13.876026471596964,15.90440314153751,78.11389978668345,0.0 -3516,2005-03-17,-0.7199999999999704,7.12,18.64,0.0,17.569641548902887,17.131924927295135,60.981974859388316,0.0 -3517,2005-03-18,-0.2099999999999795,7.710000000000036,18.92,0.0,17.732425660268625,15.115256704213826,45.86671815517449,0.0 -3518,2005-03-19,-0.4499999999999886,8.87,20.98,0.0,19.11482470254533,13.901453274089599,31.96526488108489,0.0 -3519,2005-03-20,0.6400000000000432,8.82000000000005,19.58,0.0,16.942510293810457,10.304021511164407,21.661243369920484,0.0 -3520,2005-03-21,1.4300000000000068,10.26,17.78,0.6,18.870384622149103,6.029948194838548,16.231295175081936,0.0 -3521,2005-03-22,4.0400000000000205,7.32000000000005,11.22,6.02,17.09288813003291,9.475723687054723,12.775571488027213,0.0 -3522,2005-03-23,4.32000000000005,10.56,17.63,0.37,14.929396341181036,2.7828832490603608,10.362688238966852,0.0 -3523,2005-03-24,4.400000000000034,8.300000000000011,10.48,9.6,20.09300919675806,11.383241669435002,8.57944656953185,0.0 -3524,2005-03-25,3.550000000000012,9.420000000000016,16.18,0.0,10.069289536970324,1.3699547202848361,7.209491849247014,0.0 -3525,2005-03-26,6.100000000000023,10.71,15.84,6.33,17.04564205264406,7.412499928820146,6.126991920426868,0.0 -3526,2005-03-27,6.050000000000011,8.62,12.59,5.26,12.745423212725184,6.133827866610374,5.253164053816494,0.0 -3527,2005-03-28,4.390000000000043,7.800000000000011,12.22,3.03,8.939597283475806,3.7472724872687544,4.53589156654774,0.0 -3528,2005-03-29,4.010000000000048,8.650000000000034,13.87,15.17,22.45272177191372,15.7667041968653,3.9391873696824407,0.0 -3529,2005-03-30,1.57000000000005,6.510000000000048,10.68,0.24,4.003317387560212,0.741856453619657,3.4373309160627836,0.0 -3530,2005-03-31,1.3600000000000136,6.180000000000007,11.32000000000005,0.0,3.269508478870624,0.42591999877419356,3.01141091728859,0.0 -3531,2005-04-01,2.2100000000000364,8.460000000000036,15.6,0.0,4.468854293664988,0.36422229808664786,2.647188619201942,0.0 -3532,2005-04-02,3.0300000000000296,8.680000000000007,17.07000000000005,0.01,4.1673344298898005,0.3234638224614886,2.3337247967404533,0.0 -3533,2005-04-03,0.6400000000000432,6.7900000000000205,15.87,0.0,2.8470414620938533,0.27125677649836627,2.062468020242087,0.0 -3534,2005-04-04,0.07000000000005,8.0,14.98,0.0,3.2148571798548944,0.23583608189669222,1.8266319383453948,0.0 -3535,2005-04-05,5.2900000000000205,9.57000000000005,14.98,0.0,3.694347830971085,0.20587249387674247,1.6207594444686524,0.0 -3536,2005-04-06,4.7000000000000455,11.34,17.68,4.51,9.012655956147588,4.69034840660282,1.4404110378658324,0.0 -3537,2005-04-07,2.32000000000005,6.590000000000032,7.460000000000036,51.94,57.70309876021092,52.09847331348566,1.2819377243801704,0.0 -3538,2005-04-08,0.0300000000000295,2.6100000000000136,5.220000000000027,14.12,11.572508174331016,14.259625024602526,1.1423126997776443,0.0 -3539,2005-04-09,-1.759999999999991,-0.7699999999999818,-0.1399999999999863,4.74,0.0,0.0,5.8823126997776445,-0.5774999999999864 -3540,2005-04-10,-1.67999999999995,3.2800000000000296,6.480000000000018,0.01,0.916790157837395,0.8372357983268498,5.055076901450795,0.0 -3541,2005-04-11,0.7000000000000455,4.890000000000043,9.52000000000004,0.0,1.8425084786584145,0.6832600939898837,4.3718168074609105,0.0 -3542,2005-04-12,-0.0499999999999545,5.2000000000000455,10.03,0.0,1.8209697884546008,0.5701303087465971,3.8016864987143135,0.0 -3543,2005-04-13,1.0900000000000318,6.490000000000009,10.56,0.0,2.1996148658391554,0.4807025544076802,3.3209839443066334,0.0 -3544,2005-04-14,1.2200000000000273,9.88,15.66,0.4,3.638569752423387,0.8088157282054855,2.912168216101148,0.0 -3545,2005-04-15,1.660000000000025,4.57000000000005,9.200000000000044,16.65,18.69599976295471,17.00020878684023,2.561959429260916,0.0 -3546,2005-04-16,-0.8899999999999864,1.0200000000000389,2.69,54.5,20.66054537633672,41.760110947543176,15.301848481717744,0.0 -3547,2005-04-17,-0.7399999999999523,0.0100000000000477,0.7100000000000364,23.97,1.1913616811862198,11.747937791972292,27.52391068974545,0.0 -3548,2005-04-18,0.8400000000000318,5.5,12.23,9.81,15.861194114468187,15.80525996663279,21.528650723112662,0.0 -3549,2005-04-19,2.5300000000000296,5.580000000000041,8.670000000000016,5.65,11.68242986071417,10.862154156166532,16.31649656694613,0.0 -3550,2005-04-20,2.550000000000012,3.990000000000009,5.87,1.48,4.700735662795671,4.665940006839836,13.130556560106296,0.0 -3551,2005-04-21,-0.4599999999999795,5.180000000000007,10.57000000000005,0.0,4.474972325254395,2.51235119603956,10.618205364066736,0.0 -3552,2005-04-22,0.410000000000025,9.57000000000005,16.14,0.0,8.876855890164112,1.846084374503536,8.772120989563199,0.0 -3553,2005-04-23,7.56,9.400000000000034,11.49,6.3,14.324330296819786,7.712477503980282,7.359643485582916,0.0 -3554,2005-04-24,6.160000000000025,8.53000000000003,9.87,43.89,53.804314137533055,45.002731908695,6.2469115768879195,0.0 -3555,2005-04-25,6.170000000000016,8.81,12.08,8.73,14.894149852690964,9.626141670515327,5.350769906372593,0.0 -3556,2005-04-26,7.240000000000009,11.36,16.0,2.74,8.838508333880766,3.474232580591386,4.6165373257812075,0.0 -3557,2005-04-27,6.2000000000000455,9.800000000000011,12.75,2.93,7.634100056147794,3.5399030326675494,4.006634293113659,0.0 -3558,2005-04-28,6.730000000000018,13.28,20.37,0.0,4.949766156994932,0.5123290172313558,3.494305275882303,0.0 -3559,2005-04-29,8.57000000000005,15.72,23.52,0.0,4.782855958516221,0.43436453915127005,3.0599407367310327,0.0 -3560,2005-04-30,10.26,17.81,24.35,0.0,4.546343334705613,0.37112480877061554,2.6888159279604174,0.0 -3561,2005-05-01,13.01,18.28,25.26,0.0,3.9782537314989743,0.3191716458015589,2.3696442821588586,0.0 -3562,2005-05-02,12.87,17.68,21.76,1.13,4.4524930329381,1.4060238907620544,2.0936203913968043,0.0 -3563,2005-05-03,9.28000000000003,11.67,13.58,8.76,11.590185804498253,8.99985192708427,1.8537684643125334,0.0 -3564,2005-05-04,6.830000000000041,9.180000000000009,11.81,7.56,9.736010129746848,7.769280865617853,1.6444875986946796,0.0 -3565,2005-05-05,5.31,7.69,10.45,4.05,5.572293425815845,4.233260161445155,1.4612274372495249,0.0 -3566,2005-05-06,5.330000000000041,7.700000000000045,10.0,4.48,5.9437381006382655,4.640975107771841,1.3002523294776838,0.0 -3567,2005-05-07,4.840000000000032,7.850000000000023,9.660000000000023,9.06,10.88324317131689,9.201785447095958,1.158466882381726,0.0 -3568,2005-05-08,0.9800000000000182,6.9500000000000455,12.19,0.47,1.2867195799921571,0.5951819649355938,1.033284917446132,0.0 -3569,2005-05-09,2.38,7.31,12.0,0.0,0.7814435615875458,0.11075526439512916,0.9225296530510029,0.0 -3570,2005-05-10,3.2100000000000364,7.640000000000043,12.4,0.0,0.7350882934173126,0.09817295047028864,0.8243567025807143,0.0 -3571,2005-05-11,4.56,10.14,15.7,0.0,0.6213023063519555,0.08716272134487342,0.7371939812358408,0.0 -3572,2005-05-12,7.2000000000000455,11.45,17.82000000000005,11.89,13.53115925003456,11.967499674137684,0.6596943070981561,0.0 -3573,2005-05-13,9.660000000000023,14.74,19.72,2.73,3.440627363748549,2.798996660731324,0.5906976463668321,0.0 -3574,2005-05-14,8.32000000000005,10.03,12.16,13.0,14.60881496308216,13.061496880059446,0.5292007663073856,0.0 -3575,2005-05-15,6.7900000000000205,11.5,15.72,2.53,3.108857160665764,2.5848681301218295,0.4743326361855557,0.0 -3576,2005-05-16,2.62,7.29000000000002,10.57000000000005,11.2,12.504457928156596,11.248998305497143,0.42533433068841175,0.0 -3577,2005-05-17,6.330000000000041,10.36,15.97,5.9,6.718747415681369,5.943791839198802,0.3815424914896098,0.0 -3578,2005-05-18,1.5,5.400000000000034,7.720000000000027,0.01,0.2452702722740433,0.04916686744919038,0.3423756240404194,0.0 -3579,2005-05-19,3.12,10.64,16.34,0.0,0.2069953792206518,0.03505295285811302,0.3073226711823064,0.0 -3580,2005-05-20,9.260000000000048,17.14,24.15,2.1,2.479068419389836,2.1313892425783587,0.2759334286039478,0.0 -3581,2005-05-21,9.420000000000016,14.83,20.63,8.47,9.42336418728242,8.498122967990483,0.24781046061346612,0.0 -3582,2005-05-22,7.920000000000016,11.68,16.01,24.23,26.63787941524783,24.2552082145606,0.22260224605286713,0.0 -3583,2005-05-23,2.680000000000007,8.54000000000002,12.11,3.54,3.991775471404019,3.562604906945713,0.1999973391071539,0.0 -3584,2005-05-24,6.680000000000007,12.78,17.87,0.0,0.1140987937295453,0.02027796674783198,0.17971937235932192,0.0 -3585,2005-05-25,10.34,16.56,22.53,0.03,0.1344128890325824,0.048196609641611,0.16152276271771093,0.0 -3586,2005-05-26,12.17,19.59,26.46,0.0,0.0905901699029373,0.016333755706397862,0.14518900701131307,0.0 -3587,2005-05-27,15.77,21.58,27.79,0.0,0.0808476460303845,0.014665532248998638,0.13052347476231443,0.0 -3588,2005-05-28,14.14,20.65,26.39,0.0,0.0722175013069208,0.013170852620405514,0.11735262214190892,0.0 -3589,2005-05-29,16.89,22.5,29.39,0.13,0.2067089442066806,0.14183105781047262,0.10552156433143631,0.0 -3590,2005-05-30,7.900000000000034,12.09,16.76,17.9,19.63058672694256,17.910629610172705,0.09489195415872836,0.0 -3591,2005-05-31,6.210000000000036,12.16,17.14,0.0,0.0517000228289441,0.009551830653564785,0.08534012350516358,0.0 -3592,2005-06-01,7.800000000000011,14.0,19.28,0.01,0.0572403085208246,0.0185846725018943,0.07675545100326928,0.0 -3593,2005-06-02,10.91,16.81,21.91,0.0,0.041495102003664,0.007716525709028231,0.06903892529424105,0.0 -3594,2005-06-03,10.25,18.7,26.39,27.08,29.647942822987545,27.086937047450128,0.06210187784411086,0.0 -3595,2005-06-04,6.480000000000018,11.85,15.59,0.01,0.0442988663648459,0.016237014617942643,0.05586486322616822,0.0 -3596,2005-06-05,8.830000000000041,13.25,17.64,0.0,0.0299341622755169,0.0056081952031534574,0.05025666802301476,0.0 -3597,2005-06-06,10.98,12.14,13.1,3.94,4.335075122189791,3.94504323581403,0.045213432208984564,0.0 -3598,2005-06-07,5.510000000000048,11.57000000000005,17.13,0.0,0.0241178748903667,0.0045355630671708265,0.04067786914181374,0.0 -3599,2005-06-08,6.720000000000027,11.58,17.09,0.0,0.0216570213927709,0.004079296941087964,0.03659857220072578,0.0 -3600,2005-06-09,6.360000000000014,11.6,16.79,0.0,0.0194517358757491,0.0036691744805026462,0.03292939772022313,0.0 -3601,2005-06-10,5.56,12.32000000000005,17.6,0.0,0.0174746157854768,0.00330048248399771,0.02962891523622542,0.0 -3602,2005-06-11,9.33000000000004,15.29,19.89,0.0,0.0157013616904827,0.002968998010837395,0.026659917225388026,0.0 -3603,2005-06-12,11.77,17.4,21.71,6.7,7.340254089577531,6.70267093571207,0.023988981513318484,0.0 -3604,2005-06-13,12.36,15.44,20.69,23.31,25.501101859168173,23.3124029011327,0.021586080380619106,0.0 -3605,2005-06-14,9.87,12.2,13.84,14.71,16.09611317517508,14.71216184925074,0.01942423112987952,0.0 -3606,2005-06-15,10.35,16.22,21.09,0.01,0.0211841583201097,0.011945047619310445,0.017479183510569075,0.0 -3607,2005-06-16,11.61,16.66,20.54,0.0,0.009215767556913,0.0017500435629274067,0.01572913994764167,0.0 -3608,2005-06-17,15.35,19.94,24.24,0.0,0.0082870051873386,0.0015746349513005254,0.014154504996341143,0.0 -3609,2005-06-18,15.69,21.29,26.53,0.0,0.0074524933086329,0.0014168441355212568,0.012737660860819887,0.0 -3610,2005-06-19,13.94,20.97,27.27,0.0,0.0067025433134414,0.0012748946841757384,0.011462766176644148,0.0 -3611,2005-06-20,14.41,21.38,27.44,0.04,0.0497666575132135,0.041147190602133794,0.010315575574510353,0.0 -3612,2005-06-21,15.61,21.9,28.26,0.05,0.0600952749291609,0.051032297753699135,0.009283277820811217,0.0 -3613,2005-06-22,18.14,22.43,28.33,0.18,0.2016995859350436,0.1809289272454426,0.008354350575368605,0.0 -3614,2005-06-23,18.26,22.91,28.87,0.17,0.1902752467948951,0.17083592055318406,0.007518430022184561,0.0 -3615,2005-06-24,17.06,23.38,30.41,27.34,29.89898767864343,27.34075223620291,0.006766193819274666,0.0 -3616,2005-06-25,14.89,21.23,25.57000000000005,0.01,0.0144860505297577,0.010676937837473937,0.006089255981800728,0.0 -3617,2005-06-26,17.21,23.38,29.06,0.0,0.0031952885503729,0.000609183520194428,0.005480072461606301,0.0 -3618,2005-06-27,17.89,24.14,30.44,0.0,0.0028748948223338,0.0005482161433281214,0.004931856318278179,0.0 -3619,2005-06-28,17.91,23.94,29.54,0.12,0.1338012191076237,0.12049335482420032,0.0044385014940778586,0.0 -3620,2005-06-29,14.88,19.08,25.23,2.57,2.812504974648867,2.570443987184782,0.003994514309295917,0.0 -3621,2005-06-30,11.68,16.94,21.64,13.44,14.698119823226357,13.440399562421966,0.0035949518873286835,0.0 -3622,2005-07-01,10.73,13.79,16.24,7.11,7.776344415119861,7.110359585085923,0.003235366801406407,0.0 -3623,2005-07-02,12.74,17.07000000000005,20.58,0.01,0.0126302597316463,0.01032360949281769,0.002911757308588716,0.0 -3624,2005-07-03,16.18,21.35,25.85,0.0,0.0015259015600046,0.0002912347061777202,0.0026205226024109958,0.0 -3625,2005-07-04,7.38,13.36,20.14,15.32,16.753092726994396,15.3202621000281,0.002358422574311701,0.0 -3626,2005-07-05,6.57000000000005,12.61,17.02,1.17,1.280577153823076,1.170235880947829,0.002122541626482691,0.0 -3627,2005-07-06,10.25,12.28,14.59,20.17,22.05608483383661,20.170212285500728,0.0019102561257546644,0.0 -3628,2005-07-07,10.0,11.31,12.77,8.79,9.61246379557175,8.790191050995587,0.0017192051301674264,0.0 -3629,2005-07-08,6.150000000000034,9.980000000000018,12.11,1.81,1.9800527516359772,1.8101719410726491,0.001547264057518254,0.0 -3630,2005-07-09,9.210000000000036,13.5,15.9,5.71,6.244434335961857,5.710154743058611,0.0013925209989067212,0.0 -3631,2005-07-10,14.02,16.96,20.71,0.11,0.1210092583767668,0.11013926558838442,0.0012532554105222997,0.0 -3632,2005-07-11,14.41,18.43,22.67,0.0,0.0006563134630265,0.0001253364664969896,0.00112791894402531,0.0 -3633,2005-07-12,15.4,19.06,22.84,0.0,0.000590645609393,0.00011280074384134752,0.0010151182001839625,0.0 -3634,2005-07-13,13.3,19.17,24.29,0.0,0.0005315514807735,0.00010151898793886232,0.0009135992122451001,0.0 -3635,2005-07-14,14.35,21.07000000000005,26.32000000000005,0.0,0.0004783723852498,9.136572714898288e-05,0.0008222334850961173,0.0 -3636,2005-07-15,17.9,23.37,28.29,2.53,2.7668698513006174,2.5300822280512416,0.0007400054338540963,0.0 -3637,2005-07-16,15.54,22.58,29.06,0.0,0.0003874484666657,7.400435255024652e-05,0.0006660010813038498,0.0 -3638,2005-07-17,17.25,23.72,29.74,0.51,0.558010375137644,0.5100666031935186,0.0005993978877852405,0.0 -3639,2005-07-18,14.88,17.62,21.45,0.49,0.5361064100860555,0.49005994228791727,0.0005394555998679834,0.0 -3640,2005-07-19,9.69,14.91,19.46,0.83,0.9078494767498276,0.8300539475842704,0.00048550801559756713,0.0 -3641,2005-07-20,12.78,16.8,20.86,0.11,0.1205341441540906,0.11004855244121582,0.0004369555743817527,0.0 -3642,2005-07-21,10.19,16.23,20.39,0.0,0.0002287502630568,4.3696885549614625e-05,0.0003932586888321381,0.0 -3643,2005-07-22,9.590000000000032,15.72,21.79,0.0,0.0002058708014953,3.932694464621355e-05,0.00035393174418592456,0.0 -3644,2005-07-23,11.06,15.88,20.05,1.3,1.421675847802631,1.3000353940457814,0.00031853769840459927,0.0 -3645,2005-07-24,13.48,20.12,25.42,0.39,0.4266139195083863,0.3900318544756404,0.0002866832227641872,0.0 -3646,2005-07-25,14.47,19.04,22.39,0.41,0.4484663278874458,0.41002866889397155,0.0002580143287926222,0.0 -3647,2005-07-26,14.59,20.5,25.54,0.0,0.0001350628269543,2.580189595027859e-05,0.0002322124328423436,0.0 -3648,2005-07-27,17.72,24.41,31.57000000000005,0.0,0.000121554998024,2.322161837026165e-05,0.00020899081447208194,0.0 -3649,2005-07-28,17.4,25.39,32.82000000000005,0.0,0.0001093982457997,2.0899385265799743e-05,0.0001880914292062822,0.0 -3650,2005-07-29,12.32000000000005,19.01,26.94,14.53,15.887989186867486,14.530018809389013,0.00016928204019338983,0.0 -3651,2005-07-30,9.960000000000036,15.78,19.99,0.0,8.861084441880561e-05,1.6928403353493375e-05,0.00015235363683989645,0.0 -3652,2005-07-31,12.41,-55.86,19.12,0.0,0.0,0.0,0.00015235363683989645,-41.894999999999996 diff --git a/data/exphydro/01013500.csv b/data/exphydro/01013500.csv deleted file mode 100644 index 6853aaf..0000000 --- a/data/exphydro/01013500.csv +++ /dev/null @@ -1,10958 +0,0 @@ -date,prcp(mm/day),tmean(C),dayl(day),srad(W/m2),vp(Pa),flow(mm) -1980-10-01,3.1,6.08,0.4719996527777777,192.61,711.33,0.5509980741595841 -1980-10-02,4.24,10.530000000000001,0.4701513888888889,206.31,898.61,0.5607406727203627 -1980-10-03,8.02,11.834999999999999,0.46799976851851854,165.35,1064.86,0.5585756508179673 -1980-10-04,15.27,7.38,0.463999537037037,159.78,794.18,0.6711567897425189 -1980-10-05,8.48,4.8,0.463999537037037,133.83,705.5,0.8216258119589868 -1980-10-06,0.0,5.41,0.46,141.67,766.42,0.8670912719092866 -1980-10-07,0.0,6.405,0.45920532407407405,171.11,789.18,0.9114742209083886 -1980-10-08,2.1,7.675,0.45599953703703705,218.61,772.86,0.9482795932491073 -1980-10-09,3.55,5.48,0.45200810185185186,189.92,652.42,0.9634347465658739 -1980-10-10,0.0,3.67,0.452,236.02,592.65,0.9504446151515026 -1980-10-11,10.66,1.5299999999999998,0.4480001157407407,238.28,440.0,0.9612697246634786 -1980-10-12,12.3,5.555000000000001,0.4480001157407407,158.94,704.67,1.0825109511976112 -1980-10-13,1.17,4.35,0.4440001157407408,186.73,661.87,1.1366364987574917 -1980-10-14,0.26,1.725,0.44166932870370373,174.16,565.27,1.1474616082694677 -1980-10-15,0.0,1.1800000000000002,0.4400003472222222,194.64,525.39,1.1474616082694677 -1980-10-16,0.0,0.43500000000000005,0.43611064814814815,309.27,360.0,1.1474616082694677 -1980-10-17,0.01,3.26,0.43600011574074077,306.62,438.24,1.1366364987574917 -1980-10-18,0.19,8.5,0.43200000000000005,268.64,725.6,1.1366364987574917 -1980-10-19,1.88,9.405000000000001,0.43194837962962956,216.89,867.28,1.0933360607095872 -1980-10-20,0.91,4.62,0.428,223.6,618.52,1.0630257540760544 -1980-10-21,1.71,1.7399999999999998,0.4261517361111111,209.99,521.4,1.0337979583937187 -1980-10-22,0.36,1.1149999999999998,0.42400011574074076,169.52,529.26,1.0013226298577902 -1980-10-23,0.0,0.4850000000000001,0.42121863425925926,210.54,467.11,0.949362104200305 -1980-10-24,0.0,2.71,0.41999976851851856,225.1,536.43,0.9244643523227599 -1980-10-25,0.19,1.4749999999999996,0.4164640046296296,275.14,390.48,0.9017316223476101 -1980-10-26,12.62,4.445,0.4159996527777778,172.54,584.21,1.002405140808988 -1980-10-27,2.99,1.16,0.4121109953703704,143.62,516.78,0.9894150093946166 -1980-10-28,0.22,-1.1199999999999999,0.41200046296296294,181.64,432.69,0.9969925860529997 -1980-10-29,0.0,-1.66,0.4080084490740741,194.53,406.04,0.9840024546386285 -1980-10-30,0.0,0.020000000000000018,0.40794895833333333,157.85,492.6,0.9731773451266524 -1980-10-31,0.01,1.5850000000000002,0.40399999999999997,161.71,546.61,0.9731773451266524 -1980-11-01,1.47,1.465,0.4037145833333334,140.98,560.81,0.9569396808586882 -1980-11-02,0.0,-1.3,0.40000023148148145,174.75,428.52,0.9266293742251551 -1980-11-03,0.03,-4.3100000000000005,0.39971435185185183,229.41,282.94,0.9147217537619815 -1980-11-04,1.46,1.125,0.3960082175925926,218.18,441.3,0.9093091990059934 -1980-11-05,1.31,3.3049999999999997,0.39571446759259266,192.31,560.5,0.8887414909332388 -1980-11-06,0.84,-2.38,0.3921108796296296,184.41,373.26,0.8605962062021009 -1980-11-07,4.99,-0.42999999999999994,0.3919487268518519,115.59,467.3,0.8454410528853343 -1980-11-08,6.84,-1.4,0.3884644675925926,104.57,442.67,0.8454410528853343 -1980-11-09,1.99,-5.119999999999999,0.38799999999999996,210.55,279.9,0.8454410528853343 -1980-11-10,3.43,-1.6400000000000001,0.3848466435185185,110.67,439.54,0.8497710966901247 -1980-11-11,3.51,-0.54,0.3840003472222222,82.34,503.16,0.8346159433733582 -1980-11-12,0.21,0.925,0.38166932870370374,95.12,568.26,0.8400284981293462 -1980-11-13,1.0,-0.5200000000000001,0.3799997685185186,99.54,501.71,0.8562661623973103 -1980-11-14,1.86,-1.1600000000000001,0.37920590277777777,99.68,470.46,0.8584311842997057 -1980-11-15,0.0,-3.335,0.37611087962962964,141.08,380.35,0.8443585419341366 -1980-11-16,1.41,-5.65,0.3759486111111111,144.43,311.03,0.812965724349406 -1980-11-17,0.0,-5.18,0.37321898148148147,142.82,327.58,0.804305636739825 -1980-11-18,4.65,-4.6,0.3719998842592593,95.63,359.96,0.7956455491302442 -1980-11-19,1.8,-4.64,0.37120578703703705,92.4,373.96,0.7783253739110824 -1980-11-20,0.0,-6.8,0.3684645833333333,219.48,235.94,0.7696652863015014 -1980-11-21,0.0,-2.865,0.3680003472222222,197.0,343.97,0.7675002643991063 -1980-11-22,0.0,-1.54,0.36615196759259255,187.1,388.65,0.7404374906191661 -1980-11-23,0.0,-2.255,0.3644642361111111,213.42,320.0,0.7252823373023994 -1980-11-24,11.42,0.2650000000000001,0.36400011574074076,137.4,445.1,0.7187872715952138 -1980-11-25,16.61,2.035,0.3621513888888889,67.97,618.51,0.8292033886173701 -1980-11-26,10.33,-2.495,0.3604638888888889,100.4,414.71,0.9591047027610835 -1980-11-27,0.0,-6.655,0.3599998842592593,164.08,273.32,0.9558571699074907 -1980-11-28,3.33,-5.175,0.35920578703703704,151.45,295.68,0.9840024546386285 -1980-11-29,11.51,-1.765,0.3572189814814815,103.64,432.5,1.0457055788568925 -1980-11-30,1.89,-2.355,0.35611041666666665,112.27,429.2,1.0305504255401257 -1980-12-01,1.78,-4.6499999999999995,0.3559483796296296,168.87,293.24,1.0262203817353355 -1980-12-02,3.97,-4.260000000000001,0.3546476851851852,164.09,296.33,0.9904975203458142 -1980-12-03,12.44,-1.1700000000000002,0.35321898148148145,121.08,419.21,0.9904975203458142 -1980-12-04,13.12,-6.175,0.35211030092592593,115.45,288.88,0.97425985607785 -1980-12-05,2.63,-8.755,0.35199988425925927,94.4,267.06,0.9850849655898262 -1980-12-06,0.0,-6.38,0.35171423611111113,124.13,310.75,1.0283854036377307 -1980-12-07,0.01,-5.800000000000001,0.3506474537037037,131.29,317.32,1.1041611702215632 -1980-12-08,7.21,-4.27,0.34966921296296294,125.08,321.72,1.179936936805396 -1980-12-09,6.7,-4.1899999999999995,0.3488465277777778,122.09,330.25,1.2557127033892288 -1980-12-10,0.79,-9.885,0.3481105324074074,177.02,199.86,1.3098382509491096 -1980-12-11,1.12,-16.005,0.3480079861111111,189.71,115.19,1.3098382509491096 -1980-12-12,0.5,-21.965,0.34794849537037037,192.3,40.16,1.2881880319251573 -1980-12-13,2.33,-16.51,0.34771435185185184,180.4,82.09,1.2448875938772528 -1980-12-14,0.65,-17.265,0.3472057870370371,184.59,80.0,1.1907620463173723 -1980-12-15,1.12,-22.2,0.3466476851851852,164.68,78.06,1.1366364987574917 -1980-12-16,8.32,-21.86,0.3466476851851852,147.95,40.0,1.071685841685635 -1980-12-17,6.84,-16.545,0.3461518518518519,124.35,120.0,1.0283854036377307 -1980-12-18,0.01,-17.195,0.3461518518518519,195.92,80.0,1.0013226298577902 -1980-12-19,0.0,-16.72,0.3456693287037037,189.15,81.29,0.97425985607785 -1980-12-20,0.0,-21.18,0.3456693287037037,177.14,80.0,0.9417845275419217 -1980-12-21,0.0,-24.675,0.3461518518518519,157.7,40.44,0.9201343085179694 -1980-12-22,0.19,-25.650000000000002,0.3461518518518519,196.28,40.0,0.8876589799820411 -1980-12-23,3.0,-19.655,0.3461518518518519,163.01,45.37,0.8443585419341366 -1980-12-24,4.59,-10.27,0.3466476851851852,112.75,200.0,0.8227083229101846 -1980-12-25,4.99,-21.935,0.3472057870370371,142.8,40.15,0.8010581038862323 -1980-12-26,0.0,-25.825,0.34771435185185184,179.6,40.0,0.7577576658383279 -1980-12-27,0.0,-20.725,0.34794849537037037,178.0,79.98,0.7252823373023994 -1980-12-28,0.0,-16.585,0.34800000000000003,207.46,52.43,0.7036321182784472 -1980-12-29,2.01,-5.140000000000001,0.3480079861111111,111.06,302.54,0.681981899254495 -1980-12-30,2.27,-8.01,0.3484641203703704,115.81,240.02,0.6603316802305428 -1980-12-31,2.14,-6.575,0.3482361111111111,113.44,271.28,0.6332689064506025 -1981-01-01,0.0,-19.36,0.34921886574074074,165.69,80.0,0.5953810231586861 -1981-01-02,5.19,-16.544999999999998,0.35015162037037034,147.26,86.33,0.58455591364671 -1981-01-03,6.68,-25.045,0.35120578703703703,118.19,40.0,0.5737308041347339 -1981-01-04,0.0,-28.89,0.3519482638888889,156.51,40.0,0.5629056946227577 -1981-01-05,0.52,-22.43,0.35200787037037035,197.17,40.0,0.5520805851107816 -1981-01-06,0.97,-16.37,0.35284641203703704,172.71,91.15,0.5304303660868295 -1981-01-07,7.72,-10.03,0.3541518518518519,132.78,166.52,0.5250178113308414 -1981-01-08,4.7,-12.765,0.35571446759259256,117.71,151.22,0.5196052565748533 -1981-01-09,0.0,-19.515,0.35600000000000004,155.99,80.0,0.5087801470628772 -1981-01-10,7.05,-19.5,0.3564643518518519,154.36,80.0,0.4979550375509011 -1981-01-11,4.72,-17.535,0.35815185185185183,120.38,107.1,0.487129928038925 -1981-01-12,0.0,-20.555,0.3599482638888889,151.54,80.0,0.48171737328293696 -1981-01-13,7.56,-24.005,0.36000787037037035,151.09,40.0,0.4763048185269489 -1981-01-14,2.02,-17.52,0.36121863425925926,128.97,120.0,0.47089226377096083 -1981-01-15,0.0,-20.45,0.3637142361111111,221.24,45.45,0.46547970901497276 -1981-01-16,0.0,-21.035,0.36400011574074076,229.52,40.0,0.46547970901497276 -1981-01-17,0.0,-19.95,0.36521898148148146,211.31,76.03,0.4600671542589847 -1981-01-18,0.17,-19.075,0.36771435185185186,227.81,80.0,0.4546545995029967 -1981-01-19,0.0,-11.04,0.3680083333333333,157.65,183.55,0.44382948999102056 -1981-01-20,0.0,-13.46,0.3696696759259259,180.51,141.06,0.4330043804790444 -1981-01-21,0.65,-16.745,0.3719483796296296,204.36,81.51,0.4330043804790444 -1981-01-22,5.65,-14.9,0.37211041666666667,170.28,113.78,0.4330043804790444 -1981-01-23,4.21,-9.315,0.3746479166666667,86.02,239.83,0.4275918257230564 -1981-01-24,1.92,-8.620000000000001,0.3760002314814815,114.88,240.0,0.4221792709670683 -1981-01-25,0.0,-10.895,0.3772188657407407,201.6,168.43,0.4221792709670683 -1981-01-26,0.0,-6.955,0.3799997685185186,214.84,220.04,0.4167667162110803 -1981-01-27,0.85,-1.165,0.3804640046296296,138.55,437.46,0.4167667162110803 -1981-01-28,0.0,-10.865,0.383714699074074,227.09,160.25,0.4113541614550923 -1981-01-29,0.0,-18.985,0.38400833333333334,270.81,53.24,0.4167667162110803 -1981-01-30,0.0,-17.815,0.3866476851851852,225.74,83.67,0.4167667162110803 -1981-01-31,0.0,-15.095,0.38799999999999996,267.88,84.16,0.4167667162110803 -1981-02-01,1.07,-10.075000000000001,0.3901519675925926,265.91,120.0,0.4221792709670683 -1981-02-02,14.21,0.9050000000000002,0.39200034722222227,153.47,438.66,0.4275918257230564 -1981-02-03,7.43,-7.055,0.3936696759259259,209.08,211.44,0.7144572277904233 -1981-02-04,0.0,-18.38,0.39600023148148145,245.11,80.0,0.7144572277904233 -1981-02-05,0.0,-19.32,0.3972188657407407,269.06,80.0,0.7144572277904233 -1981-02-06,0.0,-16.18,0.40000023148148145,272.87,86.12,0.7144572277904233 -1981-02-07,0.0,-11.135,0.4012189814814815,259.17,156.75,0.6711567897425189 -1981-02-08,7.79,-8.25,0.40399999999999997,191.94,200.0,0.6170312421826384 -1981-02-09,7.38,-4.42,0.40521898148148144,102.72,358.36,0.589968468402698 -1981-02-10,0.0,-9.47,0.4080003472222223,308.56,159.49,0.58455591364671 -1981-02-11,9.51,-0.05500000000000016,0.40966990740740744,201.19,374.55,0.589968468402698 -1981-02-12,8.53,-6.33,0.41200046296296294,213.06,224.72,0.6170312421826384 -1981-02-13,0.0,-15.61,0.41464768518518513,305.82,90.49,0.6765693444985069 -1981-02-14,0.1,-13.270000000000001,0.4159996527777778,291.93,120.0,0.7848204396182681 -1981-02-15,0.0,-12.594999999999999,0.419205324074074,333.07,120.0,0.876833870470065 -1981-02-16,0.0,-3.4050000000000002,0.41999976851851856,343.93,237.07,0.97425985607785 -1981-02-17,0.0,3.66,0.42400011574074076,202.79,598.93,1.060860732173659 -1981-02-18,0.0,4.375,0.42400011574074076,182.8,641.62,1.1907620463173723 -1981-02-19,0.46,4.895,0.428,249.39,600.48,1.2990131414371333 -1981-02-20,3.02,4.91,0.42846388888888887,133.55,719.81,1.5155153316766559 -1981-02-21,2.63,5.0600000000000005,0.43200000000000005,102.24,766.09,1.6778919743562972 -1981-02-22,1.38,5.42,0.4336695601851852,189.77,708.0,1.8402686170359388 -1981-02-23,0.0,4.194999999999999,0.43600011574074077,332.38,495.91,2.0567708072754614 -1981-02-24,0.0,3.1900000000000004,0.4399488425925926,333.84,457.86,2.2732729975149835 -1981-02-25,0.0,2.66,0.4400003472222222,213.39,569.22,2.5006002972664816 -1981-02-26,6.87,0.32000000000000006,0.4440001157407408,111.72,523.75,2.717102487506004 -1981-02-27,5.48,-0.24499999999999988,0.4440081018518519,118.84,507.25,2.8903042396976217 -1981-02-28,0.01,-3.3,0.4480001157407407,323.37,303.19,2.9660800062814543 -1981-03-01,3.51,-1.4299999999999997,0.4501516203703704,143.16,440.08,3.009380444329359 -1981-03-02,0.0,-3.445,0.452,255.67,355.66,3.009380444329359 -1981-03-03,0.0,-7.390000000000001,0.45599953703703705,378.95,203.5,2.9336046777455267 -1981-03-04,0.0,-7.444999999999999,0.45599953703703705,313.7,243.36,2.8578289111616932 -1981-03-05,1.44,-5.75,0.46,340.28,261.12,2.7712280350658847 -1981-03-06,0.62,-1.655,0.4604638888888889,248.71,427.58,2.6738020494580996 -1981-03-07,0.04,0.07999999999999996,0.463999537037037,148.56,539.97,2.543900735314386 -1981-03-08,0.0,-1.4,0.46799976851851854,193.36,464.45,2.424824530682649 -1981-03-09,0.0,-1.185,0.46799976851851854,134.3,502.94,2.316573435562888 -1981-03-10,0.0,-2.17,0.4719996527777777,180.84,449.78,2.1866721214191744 -1981-03-11,0.0,-5.335,0.4719996527777777,403.87,270.38,2.0784210262994134 -1981-03-12,0.0,-5.385,0.4760001157407408,433.4,241.25,1.9701699311796523 -1981-03-13,0.3,-3.5400000000000005,0.4800005787037037,373.95,325.04,1.8727439455718675 -1981-03-14,3.01,-3.27,0.4800005787037037,272.78,359.79,1.764492850452106 -1981-03-15,0.08,-8.08,0.4840002314814815,445.26,205.82,1.656241755332345 -1981-03-16,0.0,-8.48,0.4840002314814815,429.5,210.04,1.5696408792365362 -1981-03-17,21.88,-10.605,0.48800034722222224,326.26,179.04,1.5155153316766559 -1981-03-18,17.01,-8.205,0.4919994212962963,248.1,253.84,1.4938651126527034 -1981-03-19,3.95,-4.68,0.4919994212962963,300.85,312.83,1.4180893460688704 -1981-03-20,2.6,-1.185,0.4959997685185185,254.91,455.74,1.3531386889970138 -1981-03-21,0.0,-0.7250000000000001,0.4959997685185185,271.57,486.81,1.2881880319251573 -1981-03-22,0.0,-3.28,0.4999997685185186,513.51,283.16,1.2448875938772528 -1981-03-23,0.0,-3.7,0.503999537037037,547.28,207.83,1.2124122653413245 -1981-03-24,0.0,-3.2049999999999996,0.503999537037037,546.22,240.0,1.2015871558293483 -1981-03-25,0.0,-3.9949999999999997,0.5079996527777778,549.15,226.38,1.179936936805396 -1981-03-26,0.0,-3.085,0.5079996527777778,562.1,200.14,1.16911182729342 -1981-03-27,0.0,0.01499999999999968,0.511999537037037,507.42,367.96,1.1474616082694677 -1981-03-28,0.38,-2.3,0.5159998842592592,549.42,241.52,1.1258113892455155 -1981-03-29,3.18,3.22,0.5159998842592592,392.47,492.31,1.1474616082694677 -1981-03-30,20.18,2.9400000000000004,0.520000462962963,218.49,600.72,1.2448875938772528 -1981-03-31,19.06,1.6749999999999998,0.520000462962963,166.97,592.7,1.537165550700608 -1981-04-01,1.55,-0.34499999999999975,0.5240002314814816,432.19,409.19,1.6887170838682732 -1981-04-02,8.17,3.025,0.5279998842592593,224.65,606.66,1.9376946026437238 -1981-04-03,0.0,4.045,0.5279998842592593,497.7,524.14,2.1758470119071984 -1981-04-04,2.21,7.4,0.5319998842592593,423.41,667.83,2.446474749706601 -1981-04-05,3.42,9.290000000000001,0.5319998842592593,260.53,919.53,3.009380444329359 -1981-04-06,3.38,3.65,0.5359994212962963,275.8,603.21,3.7563130006557106 -1981-04-07,0.0,1.1549999999999998,0.5395353009259259,470.63,444.63,4.319218695278469 -1981-04-08,0.38,5.295,0.54,493.81,560.0,4.665622199661704 -1981-04-09,3.54,10.215,0.5439997685185185,405.65,811.0,5.033675923068892 -1981-04-10,2.58,8.115,0.5439997685185185,387.88,725.84,5.694007603299435 -1981-04-11,0.03,5.85,0.5479999999999999,528.15,554.6,6.256913297922193 -1981-04-12,0.0,3.245,0.5498481481481481,473.25,511.07,6.581666583281477 -1981-04-13,0.0,-0.2100000000000004,0.5520004629629629,547.14,336.99,6.62496702132938 -1981-04-14,0.23,2.135,0.5559922453703704,500.98,440.0,6.538366145233571 -1981-04-15,2.52,-4.575,0.5560002314814815,363.08,304.67,6.419289940601834 -1981-04-16,0.0,-5.49,0.56,523.13,240.0,6.105361764754527 -1981-04-17,0.08,1.4399999999999995,0.5600517361111111,516.88,428.28,5.79143358890722 -1981-04-18,5.1,4.055,0.5639996527777777,263.53,616.07,5.466680303547936 -1981-04-19,0.51,1.59,0.5663305555555556,385.46,499.14,5.250178113308414 -1981-04-20,0.0,0.9100000000000001,0.5679997685185185,381.01,475.19,4.979550375509011 -1981-04-21,0.0,-2.685,0.5715351851851852,412.31,352.9,4.67644730917368 -1981-04-22,0.0,-2.175,0.5719994212962963,537.84,310.09,4.394994461862301 -1981-04-23,0.0,3.7049999999999996,0.5760005787037037,544.59,480.16,4.135191833574875 -1981-04-24,7.6,4.16,0.5760005787037037,324.55,590.98,3.9295147528473287 -1981-04-25,6.34,3.3499999999999996,0.5800003472222222,339.99,552.95,3.8645640957754717 -1981-04-26,0.0,5.705,0.5807946759259259,448.19,657.74,3.745487891143735 -1981-04-27,0.0,6.234999999999999,0.5840005787037037,480.1,667.36,3.648061905535949 -1981-04-28,0.0,4.895,0.5853530092592593,594.43,488.85,3.561461029440141 -1981-04-29,14.74,4.46,0.5880002314814815,403.37,538.74,3.474860153344332 -1981-04-30,11.2,5.515,0.5903311342592593,333.05,648.08,3.713012562607806 -1981-05-01,0.0,5.5649999999999995,0.5920008101851852,601.88,492.67,3.84291387675152 -1981-05-02,0.26,8.205,0.5943310185185184,507.63,716.99,3.8753892052874477 -1981-05-03,0.0,8.045,0.5959997685185184,577.88,620.36,3.8645640957754717 -1981-05-04,0.0,8.565000000000001,0.5987809027777777,617.51,537.64,3.8320887672395436 -1981-05-05,0.0,13.61,0.5999998842592592,576.91,833.91,3.7563130006557106 -1981-05-06,0.29,13.455,0.6027810185185185,565.42,828.79,3.658887015047926 -1981-05-07,3.2,5.465000000000001,0.6039996527777778,435.02,557.65,3.5398108104161885 -1981-05-08,0.0,7.6049999999999995,0.6063304398148148,620.64,474.23,3.409909496272475 -1981-05-09,0.0,11.515,0.6079995370370371,586.15,689.63,3.3016584011527144 -1981-05-10,0.0,11.065000000000001,0.6098476851851852,539.32,763.42,3.1501068679850484 -1981-05-11,6.66,11.285,0.6120002314814815,392.53,920.52,2.9552548967694783 -1981-05-12,15.09,12.775,0.6133524305555556,312.92,1051.13,2.8037033636018127 -1981-05-13,23.38,12.219999999999999,0.6159914351851852,271.34,1080.61,2.72792759701798 -1981-05-14,8.09,8.535,0.6162851851851852,257.53,861.24,3.2691830726167854 -1981-05-15,1.87,10.03,0.6195356481481481,516.87,700.58,3.474860153344332 -1981-05-16,12.01,15.165,0.6199998842592592,309.79,1239.28,3.464035043832355 -1981-05-17,13.05,5.595,0.6227818287037037,315.06,635.38,3.5398108104161885 -1981-05-18,2.05,1.2750000000000001,0.6240006944444445,363.56,477.65,4.124366724062899 -1981-05-19,0.0,3.51,0.6253526620370371,414.86,557.25,4.23261781918266 -1981-05-20,0.0,7.37,0.6278895833333333,464.51,684.68,4.243442928694636 -1981-05-21,0.0,8.375,0.6280518518518519,595.42,547.96,4.178492271622779 -1981-05-22,0.88,11.19,0.6303303240740741,459.99,875.94,4.03776584796709 -1981-05-23,0.0,8.9,0.6319916666666667,523.16,677.06,3.8645640957754717 -1981-05-24,0.0,12.09,0.6322856481481481,570.7,715.17,3.6805372340718776 -1981-05-25,4.93,14.68,0.6347809027777778,431.47,832.45,3.464035043832355 -1981-05-26,6.18,17.58,0.6360001157407408,274.79,1434.59,3.2691830726167854 -1981-05-27,5.52,17.35,0.6362856481481481,272.93,1410.26,3.2042324155449293 -1981-05-28,6.91,17.17,0.6387810185185185,192.78,1568.44,3.095981320425168 -1981-05-29,9.01,17.345,0.6399917824074074,203.27,1566.54,2.998555334817383 -1981-05-30,6.91,17.585,0.6400512731481481,214.19,1563.83,3.1717570870090004 -1981-05-31,6.57,13.445,0.6418483796296296,275.52,1106.64,3.3666090582245705 -1981-06-01,0.0,8.835,0.6435354166666667,508.29,620.09,3.4423848248084035 -1981-06-02,0.0,11.040000000000001,0.6439998842592592,520.97,683.63,3.409909496272475 -1981-06-03,0.63,15.905000000000001,0.6442856481481481,439.02,1115.22,3.31248351066469 -1981-06-04,4.17,17.86,0.6458482638888889,284.42,1421.69,3.2042324155449293 -1981-06-05,0.0,18.015,0.6471538194444444,477.17,1218.66,3.074331101401216 -1981-06-06,8.58,18.86,0.6479927083333333,300.82,1453.22,3.0310306633533117 -1981-06-07,2.21,13.32,0.6480521990740741,350.81,1066.19,2.6954522684820517 -1981-06-08,0.08,11.4,0.6487947916666666,486.39,798.66,2.446474749706601 -1981-06-09,7.2,12.75,0.6498487268518519,217.61,1163.41,2.359873873610792 -1981-06-10,5.47,11.594999999999999,0.6507814814814814,241.72,1040.18,2.2083223404431265 -1981-06-11,0.17,11.625,0.6515357638888889,493.03,793.84,2.121721464347318 -1981-06-12,0.0,12.834999999999999,0.6519921296296297,484.62,877.6,1.9701699311796523 -1981-06-13,0.0,14.629999999999999,0.6520001157407407,490.82,941.25,1.8402686170359388 -1981-06-14,0.0,16.645,0.6520517361111111,461.02,1171.4,1.7211924124042017 -1981-06-15,2.97,17.2,0.6522856481481482,229.15,1568.58,1.6021162077724647 -1981-06-16,15.91,17.345,0.6527943287037037,176.63,1617.43,1.5804659887485122 -1981-06-17,8.15,18.759999999999998,0.653352662037037,231.4,1646.72,1.6454166458203692 -1981-06-18,0.0,15.875,0.653848611111111,487.63,1041.94,1.547990660212584 -1981-06-19,0.26,18.765,0.653848611111111,435.31,1367.86,1.461389784116775 -1981-06-20,2.35,19.240000000000002,0.653848611111111,309.89,1656.02,1.3856140175329423 -1981-06-21,4.82,16.475,0.6543310185185185,333.07,1250.37,1.3314884699730618 -1981-06-22,18.0,14.555,0.6543310185185185,222.62,1294.49,1.2990131414371333 -1981-06-23,9.64,14.35,0.653848611111111,230.8,1313.12,1.3206633604610856 -1981-06-24,2.0,12.385,0.653848611111111,443.84,864.2,1.2448875938772528 -1981-06-25,11.95,13.275,0.653352662037037,255.88,1156.85,1.2124122653413245 -1981-06-26,11.39,13.245000000000001,0.653352662037037,205.02,1236.7,1.4180893460688704 -1981-06-27,0.0,14.045000000000002,0.6527943287037037,456.37,1033.66,1.4722148936287511 -1981-06-28,0.0,15.82,0.6522856481481482,515.19,964.24,1.4722148936287511 -1981-06-29,0.0,17.86,0.6520517361111111,508.4,1113.18,1.461389784116775 -1981-06-30,0.0,19.935000000000002,0.6519921296296297,439.87,1475.5,1.461389784116775 -1981-07-01,0.0,19.745,0.6518894675925926,393.9,1587.7,1.36396379850899 -1981-07-02,0.0,19.855,0.6511538194444445,465.59,1405.65,1.3098382509491096 -1981-07-03,0.0,22.275,0.6503311342592593,440.79,1706.49,1.2448875938772528 -1981-07-04,0.0,23.520000000000003,0.6493528935185184,354.75,2091.96,1.179936936805396 -1981-07-05,1.7,22.08,0.6482863425925927,343.08,1921.28,1.1149862797335395 -1981-07-06,17.97,22.895,0.6480008101851852,272.51,2010.9,1.060860732173659 -1981-07-07,12.44,20.19,0.647890162037037,297.23,1627.87,1.1366364987574917 -1981-07-08,4.41,20.4,0.64678125,368.43,1453.1,1.071685841685635 -1981-07-09,0.59,18.38,0.645352199074074,438.33,1329.65,1.0283854036377307 -1981-07-10,0.9,19.925,0.6440515046296297,411.21,1514.56,0.97425985607785 -1981-07-11,1.61,18.585,0.6438894675925926,385.29,1418.23,0.9255468632739575 -1981-07-12,0.0,17.57,0.6427809027777778,424.77,1333.36,0.8605962062021009 -1981-07-13,10.63,17.63,0.6407940972222222,331.85,1301.88,0.8389459871781486 -1981-07-14,9.17,17.695,0.6399997685185186,255.65,1501.79,0.8118832133982083 -1981-07-15,3.61,15.075,0.6395354166666667,268.87,1285.29,0.8660087609580888 -1981-07-16,0.0,15.385000000000002,0.6378482638888888,444.81,1126.21,0.8172957681541964 -1981-07-17,0.0,17.29,0.6360001157407408,499.04,1084.55,0.768582775350304 -1981-07-18,0.29,19.155,0.6355359953703703,461.29,1305.7,0.7306948920583874 -1981-07-19,0.0,19.93,0.6338483796296296,425.81,1494.73,0.6982195635224592 -1981-07-20,1.74,19.810000000000002,0.6319996527777777,353.08,1590.77,0.6765693444985069 -1981-07-21,4.97,19.09,0.6315355324074073,183.71,1778.4,0.6495065707185667 -1981-07-22,0.16,16.865000000000002,0.6287943287037038,331.62,1413.39,0.6062061326706623 -1981-07-23,0.0,13.895,0.628,451.48,972.35,0.5629056946227577 -1981-07-24,0.0,15.5,0.6267813657407407,486.26,982.25,0.5358429208428175 -1981-07-25,0.0,17.6,0.624052199074074,481.3,1130.18,0.5033675923068892 -1981-07-26,2.76,19.115000000000002,0.6238902777777778,406.49,1385.74,0.487129928038925 -1981-07-27,11.76,17.81,0.6207944444444444,269.71,1438.76,0.5033675923068892 -1981-07-28,0.0,13.049999999999999,0.6199998842592592,459.01,894.74,0.487129928038925 -1981-07-29,0.0,14.965,0.6183303240740741,356.78,1216.61,0.47089226377096083 -1981-07-30,1.48,17.035,0.615999537037037,352.21,1317.54,0.44924204474700863 -1981-07-31,0.01,18.76,0.6151532407407407,460.82,1266.61,0.4275918257230564 -1981-08-01,0.0,20.715,0.6120002314814815,433.53,1494.9,0.4113541614550923 -1981-08-02,0.32,22.355,0.6115356481481482,381.97,1781.69,0.39511649718712805 -1981-08-03,5.74,21.695,0.6080510416666667,303.66,1716.55,0.37887883291916397 -1981-08-04,10.95,21.535,0.6078891203703704,285.7,1762.65,0.39511649718712805 -1981-08-05,29.15,19.54,0.6042853009259259,292.47,1482.62,0.3680537234071878 -1981-08-06,55.48,15.465,0.6039916666666666,162.4,1431.56,0.7469325563263517 -1981-08-07,29.44,13.775,0.6002854166666667,143.12,1336.8,2.1758470119071984 -1981-08-08,7.89,15.38,0.5999998842592592,196.52,1380.07,2.3706989831227685 -1981-08-09,3.9,16.47,0.5962851851851851,174.61,1528.68,2.6738020494580996 -1981-08-10,4.05,18.9,0.5959997685185184,201.64,1728.97,2.9336046777455267 -1981-08-11,8.6,19.549999999999997,0.5920523148148148,299.73,1501.31,3.0635059918892393 -1981-08-12,12.7,20.86,0.591992824074074,255.13,1780.66,3.2475328535928334 -1981-08-13,0.0,18.16,0.5880002314814815,359.12,1461.38,3.2475328535928334 -1981-08-14,0.0,13.145,0.5879922453703703,457.31,886.47,3.1392817584730723 -1981-08-15,13.59,13.195,0.5840005787037037,394.32,871.32,2.9877302253054068 -1981-08-16,18.19,16.475,0.5835359953703704,210.06,1445.71,2.9877302253054068 -1981-08-17,39.31,14.864999999999998,0.5800003472222222,169.99,1389.82,3.280008182128762 -1981-08-18,19.39,12.969999999999999,0.5787818287037036,316.97,1000.98,4.87129928038925 -1981-08-19,0.0,14.834999999999999,0.5760005787037037,449.65,1001.23,5.055326142092844 -1981-08-20,0.0,15.655000000000001,0.5738478009259259,467.6,960.98,5.196052565748533 -1981-08-21,0.0,17.43,0.5719994212962963,459.94,1093.33,5.022850813556915 -1981-08-22,0.0,18.580000000000002,0.5680513888888888,445.92,1219.2,4.773873294781465 -1981-08-23,9.48,19.884999999999998,0.5679997685185185,277.94,1568.48,4.535720885517991 -1981-08-24,4.16,15.625,0.5639996527777777,258.61,1297.62,4.340868914302421 -1981-08-25,0.0,10.665,0.5639916666666667,454.07,721.99,4.09189139552697 -1981-08-26,0.0,12.895,0.56,466.26,778.91,3.8320887672395436 -1981-08-27,0.0,15.620000000000001,0.558330324074074,370.46,1199.3,3.583111248464093 -1981-08-28,0.0,11.505,0.5560002314814815,447.26,747.22,3.3016584011527144 -1981-08-29,0.0,14.425,0.5520519675925926,463.12,808.16,3.0418557728652873 -1981-08-30,0.0,17.845,0.5520004629629629,398.59,1263.7,2.8145284731137887 -1981-08-31,0.0,19.04,0.5479999999999999,330.1,1538.59,2.5763760638503146 -1981-09-01,0.0,17.12,0.5479921296296296,330.8,1364.23,2.359873873610792 -1981-09-02,0.0,17.375,0.5439997685185185,357.7,1324.66,2.14337168337127 -1981-09-03,0.0,18.795,0.540794212962963,365.81,1403.25,1.9593448216676759 -1981-09-04,0.0,17.2,0.54,406.09,1157.39,1.7753179599640823 -1981-09-05,0.0,17.240000000000002,0.5359994212962963,386.7,1205.19,1.6021162077724647 -1981-09-06,0.0,16.53,0.5359994212962963,360.02,1210.31,1.4722148936287511 -1981-09-07,0.0,15.685,0.5319998842592593,373.34,1096.34,1.36396379850899 -1981-09-08,0.05,15.704999999999998,0.5298482638888888,340.99,1166.42,1.277362922413181 -1981-09-09,7.86,13.934999999999999,0.5279998842592593,196.35,1180.75,1.266537812901205 -1981-09-10,6.91,9.215,0.5240002314814816,231.12,795.62,1.2232373748533005 -1981-09-11,2.32,10.96,0.5240002314814816,211.85,984.56,1.1366364987574917 -1981-09-12,0.76,11.1,0.520000462962963,301.62,919.42,1.080345929295216 -1981-09-13,0.47,14.24,0.5183310185185186,319.91,1077.34,1.0197253160281496 -1981-09-14,3.79,11.72,0.5159998842592592,243.37,916.43,0.9775073889314428 -1981-09-15,1.44,12.844999999999999,0.511999537037037,271.46,1046.64,0.9363719727859338 -1981-09-16,0.0,11.245000000000001,0.511999537037037,303.45,900.24,0.876833870470065 -1981-09-17,0.0,8.865,0.5079996527777778,363.38,655.4,0.8172957681541964 -1981-09-18,0.02,8.055,0.5067805555555556,334.87,660.46,0.7772428629598849 -1981-09-19,10.41,9.26,0.503999537037037,179.95,872.02,0.7534276220335374 -1981-09-20,8.37,9.535,0.4999997685185186,113.86,1000.21,0.7610051986919205 -1981-09-21,1.44,8.48,0.4999997685185186,255.31,798.16,0.7447675344239565 -1981-09-22,0.92,6.93,0.4959997685185185,263.87,704.12,0.7220348044488065 -1981-09-23,11.79,7.445,0.49366840277777774,111.32,873.38,0.7068796511320401 -1981-09-24,15.11,8.52,0.4919994212962963,114.87,934.13,0.8259558557637772 -1981-09-25,4.56,8.115,0.48800034722222224,302.71,654.37,0.8595136952509033 -1981-09-26,0.22,9.305,0.48800034722222224,338.62,718.55,0.8681737828604842 -1981-09-27,8.6,8.405,0.4840002314814815,250.36,682.57,0.8854939580796459 -1981-09-28,6.41,11.465,0.48167002314814816,178.78,1024.68,0.9114742209083886 -1981-09-29,3.35,5.845,0.4800005787037037,223.91,671.69,0.8854939580796459 -1981-09-30,2.36,3.9450000000000003,0.4760001157407408,155.5,663.69,0.8508536076413223 -1981-10-01,3.24,5.615,0.4760001157407408,179.47,709.56,0.8681737828604842 -1981-10-02,8.6,5.9,0.4719996527777777,121.27,783.77,0.8605962062021009 -1981-10-03,14.18,5.575,0.4701513888888889,102.17,783.47,0.9277118851763528 -1981-10-04,4.08,5.92,0.46799976851851854,99.23,806.67,1.0110652284185688 -1981-10-05,0.0,8.01,0.463999537037037,267.31,785.14,1.002405140808988 -1981-10-06,3.24,6.79,0.463999537037037,289.22,597.03,1.002405140808988 -1981-10-07,15.85,6.484999999999999,0.46,162.33,761.54,1.080345929295216 -1981-10-08,14.87,3.84,0.45920532407407405,114.54,686.4,1.461389784116775 -1981-10-09,1.14,4.3,0.45599953703703705,152.96,701.13,1.6021162077724647 -1981-10-10,0.0,2.17,0.45200810185185186,231.39,550.78,1.7211924124042017 -1981-10-11,0.0,2.7449999999999997,0.452,202.15,593.17,1.8077932885000105 -1981-10-12,0.0,3.235,0.4480001157407407,325.11,440.34,1.829443507523963 -1981-10-13,0.0,5.029999999999999,0.4480001157407407,333.9,443.08,1.8402686170359388 -1981-10-14,0.0,6.91,0.4440001157407408,331.63,471.49,1.829443507523963 -1981-10-15,0.25,8.095,0.44166932870370373,318.94,552.3,1.8077932885000105 -1981-10-16,2.24,8.095,0.4400003472222222,223.12,768.88,1.764492850452106 -1981-10-17,0.0,4.0600000000000005,0.43611064814814815,241.52,590.57,1.6995421933802495 -1981-10-18,14.44,2.445,0.43600011574074077,230.2,420.12,1.656241755332345 -1981-10-19,16.5,5.89,0.43200000000000005,163.31,689.53,1.9268694931317478 -1981-10-20,2.26,3.345,0.43194837962962956,216.07,559.17,1.9809950406916284 -1981-10-21,0.61,4.74,0.428,232.7,599.68,1.9809950406916284 -1981-10-22,4.36,3.19,0.4261517361111111,183.07,543.42,1.9809950406916284 -1981-10-23,18.37,5.550000000000001,0.42400011574074076,177.59,619.32,2.0675959167874374 -1981-10-24,28.87,4.045,0.42121863425925926,162.72,587.55,2.8794791301856457 -1981-10-25,0.0,0.31000000000000005,0.41999976851851856,228.8,440.7,3.31248351066469 -1981-10-26,8.04,1.13,0.4164640046296296,156.97,479.85,3.615586577000021 -1981-10-27,12.8,5.01,0.4159996527777778,112.47,717.21,3.9836403004072087 -1981-10-28,12.96,4.79,0.4121109953703704,124.87,678.37,4.752223075757513 -1981-10-29,0.0,-0.3849999999999998,0.41200046296296294,235.05,398.54,5.033675923068892 -1981-10-30,0.0,0.020000000000000018,0.4080084490740741,231.96,400.44,5.098626580140748 -1981-10-31,0.0,0.81,0.40794895833333333,253.85,360.0,5.022850813556915 -1981-11-01,0.21,2.31,0.40399999999999997,200.35,511.1,4.882124389901226 -1981-11-02,0.0,6.535,0.4037145833333334,174.97,725.16,4.67644730917368 -1981-11-03,0.0,3.63,0.40000023148148145,176.89,580.87,4.405819571374277 -1981-11-04,0.0,1.555,0.39971435185185183,164.46,512.62,4.156842052598827 -1981-11-05,0.26,2.1399999999999997,0.3960082175925926,209.44,458.91,3.9511649718712807 -1981-11-06,1.49,5.495,0.39571446759259266,140.51,695.37,3.745487891143735 -1981-11-07,5.52,5.555,0.3921108796296296,74.97,769.7,3.583111248464093 -1981-11-08,2.99,2.205,0.3919487268518519,101.32,578.54,3.409909496272475 -1981-11-09,0.02,0.14000000000000012,0.3884644675925926,161.25,446.42,3.2475328535928334 -1981-11-10,0.0,-3.8099999999999996,0.38799999999999996,183.3,315.31,3.0418557728652873 -1981-11-11,2.02,-2.73,0.3848466435185185,153.65,360.66,2.8578289111616932 -1981-11-12,0.06,-4.0200000000000005,0.3840003472222222,155.21,347.84,2.6738020494580996 -1981-11-13,0.0,-3.855,0.38166932870370374,205.67,318.05,2.5114254067784576 -1981-11-14,0.0,-0.08499999999999996,0.3799997685185186,223.92,375.15,2.359873873610792 -1981-11-15,0.0,1.3649999999999998,0.37920590277777777,222.34,419.31,2.1974972309311505 -1981-11-16,0.0,2.87,0.37611087962962964,195.27,514.16,2.0784210262994134 -1981-11-17,5.25,2.33,0.3759486111111111,89.15,586.67,1.9593448216676759 -1981-11-18,10.19,1.29,0.37321898148148147,46.97,602.26,1.9701699311796523 -1981-11-19,6.6,-0.6300000000000001,0.3719998842592593,49.26,525.87,2.024295478739533 -1981-11-20,6.6,-0.3599999999999999,0.37120578703703705,76.71,496.46,1.9809950406916284 -1981-11-21,14.44,1.3900000000000001,0.3684645833333333,78.18,558.92,2.14337168337127 -1981-11-22,3.41,0.44000000000000006,0.3680003472222222,72.67,538.06,2.359873873610792 -1981-11-23,0.0,-2.29,0.36615196759259255,91.13,437.25,2.359873873610792 -1981-11-24,0.0,-4.35,0.3644642361111111,98.13,367.94,2.33822365458684 -1981-11-25,0.0,-4.395,0.36400011574074076,91.35,374.18,2.316573435562888 -1981-11-26,0.0,-4.01,0.3621513888888889,77.12,397.92,2.240797668979055 -1981-11-27,7.79,-4.305,0.3604638888888889,82.08,369.13,2.1866721214191744 -1981-11-28,5.61,-2.98,0.3599998842592593,80.43,422.54,2.14337168337127 -1981-11-29,0.0,-4.615,0.35920578703703704,100.19,369.9,2.035120588251509 -1981-11-30,0.0,-7.074999999999999,0.3572189814814815,120.57,297.77,1.9376946026437238 -1981-12-01,0.0,-7.145,0.35611041666666665,189.47,239.06,1.8943941645958196 -1981-12-02,4.18,-3.955,0.3559483796296296,148.35,285.56,1.8186183980119868 -1981-12-03,6.27,0.56,0.3546476851851852,63.62,564.93,1.7103673028922255 -1981-12-04,6.29,1.03,0.35321898148148145,66.08,582.01,1.7211924124042017 -1981-12-05,0.49,-0.5449999999999999,0.35211030092592593,127.57,478.64,1.6670668648443212 -1981-12-06,7.69,0.355,0.35199988425925927,103.37,501.12,1.656241755332345 -1981-12-07,8.84,1.615,0.35171423611111113,73.62,592.69,1.9809950406916284 -1981-12-08,1.46,-1.085,0.3506474537037037,74.0,497.46,2.154196792883246 -1981-12-09,2.16,-2.57,0.34966921296296294,54.96,458.51,2.229972559467079 -1981-12-10,2.71,-1.5299999999999998,0.3488465277777778,90.28,456.87,2.2949232165389355 -1981-12-11,2.4,-1.635,0.3481105324074074,64.87,487.54,2.2949232165389355 -1981-12-12,0.0,-4.365,0.3480079861111111,102.06,372.59,2.2840981070269595 -1981-12-13,0.0,-8.35,0.34794849537037037,164.29,221.64,2.219147449955103 -1981-12-14,0.0,-7.4,0.34771435185185184,168.96,232.86,2.14337168337127 -1981-12-15,3.11,-4.72,0.3472057870370371,130.45,322.83,2.0784210262994134 -1981-12-16,10.35,-2.2550000000000003,0.3466476851851852,71.94,447.88,2.045945697763485 -1981-12-17,4.7,-5.17,0.3466476851851852,96.29,340.16,2.024295478739533 -1981-12-18,0.01,-11.07,0.3461518518518519,179.39,179.08,1.9268694931317478 -1981-12-19,10.04,-10.344999999999999,0.3461518518518519,129.87,200.27,1.8727439455718675 -1981-12-20,5.62,-10.14,0.3456693287037037,96.9,230.98,1.829443507523963 -1981-12-21,0.0,-13.385000000000002,0.3456693287037037,194.49,119.8,1.7753179599640823 -1981-12-22,0.82,-7.83,0.3461518518518519,164.68,240.0,1.656241755332345 -1981-12-23,5.83,-6.699999999999999,0.3461518518518519,120.43,280.0,1.5912910982604884 -1981-12-24,4.46,-5.1000000000000005,0.3461518518518519,112.99,315.89,1.5696408792365362 -1981-12-25,0.04,-5.5249999999999995,0.3466476851851852,124.02,325.3,1.5155153316766559 -1981-12-26,0.0,-12.615,0.3472057870370371,192.51,124.08,1.461389784116775 -1981-12-27,0.01,-16.509999999999998,0.34771435185185184,197.33,80.0,1.4072642365568944 -1981-12-28,4.41,-11.63,0.34794849537037037,142.7,151.4,1.3531386889970138 -1981-12-29,5.88,-4.145,0.34800000000000003,86.3,360.08,1.3206633604610856 -1981-12-30,0.0,-8.72,0.3480079861111111,156.05,229.89,1.2881880319251573 -1981-12-31,0.0,-14.93,0.3484641203703704,198.72,109.07,1.266537812901205 -1982-01-01,18.96,-12.975,0.34921886574074074,135.14,120.0,1.2232373748533005 -1982-01-02,18.38,-10.585,0.35015162037037034,91.57,195.07,1.1907620463173723 -1982-01-03,0.0,-14.575000000000001,0.35120578703703703,183.53,118.63,1.1366364987574917 -1982-01-04,15.45,-7.1000000000000005,0.3519482638888889,147.62,189.43,1.0825109511976112 -1982-01-05,9.5,-3.17,0.35200787037037035,124.97,302.24,1.0392105131497067 -1982-01-06,2.73,-12.2,0.35284641203703704,163.05,120.78,1.0067351846137784 -1982-01-07,1.66,-9.47,0.3541518518518519,127.29,200.17,0.9634347465658739 -1982-01-08,0.0,-15.255,0.35571446759259256,174.35,120.0,0.9417845275419217 -1982-01-09,0.0,-21.634999999999998,0.35600000000000004,178.82,80.0,0.9309594180299455 -1982-01-10,0.0,-25.835,0.3564643518518519,206.01,40.0,0.9201343085179694 -1982-01-11,0.0,-25.765,0.35815185185185183,198.31,40.0,0.9093091990059934 -1982-01-12,0.0,-24.615000000000002,0.3599482638888889,213.8,40.0,0.876833870470065 -1982-01-13,0.07,-20.775,0.36000787037037035,188.91,80.0,0.8551836514461127 -1982-01-14,7.26,-16.825,0.36121863425925926,130.26,117.59,0.8118832133982083 -1982-01-15,3.33,-11.34,0.3637142361111111,83.51,201.42,0.7902329943742561 -1982-01-16,1.14,-12.985,0.36400011574074076,162.43,159.92,0.768582775350304 -1982-01-17,0.17,-21.125,0.36521898148148146,177.41,75.73,0.7415200015703636 -1982-01-18,0.0,-27.895,0.36771435185185186,206.05,40.0,0.7252823373023994 -1982-01-19,0.0,-23.79,0.3680083333333333,169.0,50.87,0.7036321182784472 -1982-01-20,0.0,-19.384999999999998,0.3696696759259259,197.42,80.0,0.681981899254495 -1982-01-21,0.0,-20.314999999999998,0.3719483796296296,181.7,79.73,0.6711567897425189 -1982-01-22,0.0,-22.810000000000002,0.37211041666666667,161.56,72.94,0.6495065707185667 -1982-01-23,10.44,-21.73,0.3746479166666667,189.33,40.0,0.6278563516946144 -1982-01-24,5.58,-15.265,0.3760002314814815,171.31,119.99,0.6170312421826384 -1982-01-25,0.0,-16.87,0.3772188657407407,187.92,111.44,0.5953810231586861 -1982-01-26,0.0,-24.58,0.3799997685185186,231.03,40.0,0.5737308041347339 -1982-01-27,0.0,-22.7,0.3804640046296296,250.26,40.0,0.5629056946227577 -1982-01-28,1.14,-18.66,0.383714699074074,273.54,53.64,0.5466680303547936 -1982-01-29,2.02,-13.264999999999999,0.38400833333333334,232.12,120.0,0.5304303660868295 -1982-01-30,4.26,-16.735,0.3866476851851852,215.7,80.0,0.5250178113308414 -1982-01-31,6.46,-12.705,0.38799999999999996,174.74,137.11,0.5196052565748533 -1982-02-01,14.88,-12.35,0.3901519675925926,145.97,159.96,0.5304303660868295 -1982-02-02,0.45,-14.514999999999999,0.39200034722222227,288.64,84.54,0.5412554755988056 -1982-02-03,10.04,-6.3549999999999995,0.3936696759259259,149.37,277.68,0.5574931398667697 -1982-02-04,10.31,-4.795,0.39600023148148145,148.49,309.33,0.5683182493787459 -1982-02-05,1.23,-16.965,0.3972188657407407,304.92,80.0,0.5737308041347339 -1982-02-06,5.64,-13.815000000000001,0.40000023148148145,194.51,126.17,0.579143358890722 -1982-02-07,0.0,-16.335,0.4012189814814815,296.18,83.44,0.58455591364671 -1982-02-08,0.0,-11.600000000000001,0.40399999999999997,171.29,196.62,0.58455591364671 -1982-02-09,2.38,-16.45,0.40521898148148144,279.42,82.66,0.579143358890722 -1982-02-10,3.32,-13.175,0.4080003472222223,170.37,160.02,0.5737308041347339 -1982-02-11,0.0,-15.864999999999998,0.40966990740740744,297.9,107.25,0.5683182493787459 -1982-02-12,0.0,-14.845,0.41200046296296294,288.15,120.0,0.5520805851107816 -1982-02-13,0.04,-17.535,0.41464768518518513,358.23,79.98,0.5412554755988056 -1982-02-14,0.57,-15.41,0.4159996527777778,301.36,120.0,0.5304303660868295 -1982-02-15,0.21,-15.16,0.419205324074074,374.13,80.0,0.5196052565748533 -1982-02-16,0.0,-6.73,0.41999976851851856,197.07,278.74,0.5087801470628772 -1982-02-17,0.0,-13.635,0.42400011574074076,286.53,134.32,0.5033675923068892 -1982-02-18,0.0,-17.85,0.42400011574074076,380.82,74.27,0.4979550375509011 -1982-02-19,0.49,-14.265,0.428,376.37,80.31,0.4925424827949131 -1982-02-20,0.0,-5.075,0.42846388888888887,256.64,281.52,0.487129928038925 -1982-02-21,8.31,-6.265,0.43200000000000005,219.39,255.96,0.4763048185269489 -1982-02-22,4.81,-6.915,0.4336695601851852,133.87,280.25,0.47089226377096083 -1982-02-23,3.74,-7.39,0.43600011574074077,149.12,280.01,0.4600671542589847 -1982-02-24,0.0,-12.26,0.4399488425925926,295.44,158.84,0.44924204474700863 -1982-02-25,0.0,-17.645,0.4400003472222222,295.11,106.78,0.4384169352350325 -1982-02-26,0.0,-18.67,0.4440001157407408,241.58,110.78,0.4221792709670683 -1982-02-27,0.0,-19.08,0.4440081018518519,368.11,80.0,0.4059416066991042 -1982-02-28,0.0,-22.22,0.4480001157407407,416.92,40.0,0.39511649718712805 -1982-03-01,0.5,-23.025,0.4501516203703704,440.94,40.0,0.38970394243114004 -1982-03-02,2.5,-10.775,0.452,276.73,183.91,0.37887883291916397 -1982-03-03,0.0,-11.635,0.45599953703703705,291.8,176.32,0.3680537234071878 -1982-03-04,2.81,-14.98,0.45599953703703705,390.22,80.0,0.3626411686511997 -1982-03-05,8.77,-6.65,0.46,299.14,211.71,0.3518160591392236 -1982-03-06,1.76,-8.17,0.4604638888888889,416.07,160.0,0.3464035043832356 -1982-03-07,10.29,-3.545,0.463999537037037,208.72,352.8,0.33557839487125946 -1982-03-08,11.85,-3.77,0.46799976851851854,195.8,353.96,0.3301658401152714 -1982-03-09,0.0,-15.219999999999999,0.46799976851851854,493.66,80.0,0.32475328535928333 -1982-03-10,0.12,-13.799999999999999,0.4719996527777777,500.54,80.0,0.31934073060329526 -1982-03-11,2.84,-2.495,0.4719996527777777,283.7,355.41,0.3139281758473072 -1982-03-12,0.57,0.905,0.4760001157407408,154.85,564.99,0.3085156210913192 -1982-03-13,0.13,2.04,0.4800005787037037,234.07,571.3,0.3085156210913192 -1982-03-14,3.13,-0.040000000000000036,0.4800005787037037,242.95,461.5,0.3139281758473072 -1982-03-15,0.0,-6.0,0.4840002314814815,358.59,271.54,0.31934073060329526 -1982-03-16,0.0,-5.970000000000001,0.4840002314814815,427.93,251.52,0.33557839487125946 -1982-03-17,0.0,-4.295,0.48800034722222224,500.03,243.54,0.32475328535928333 -1982-03-18,0.0,-3.4050000000000002,0.4919994212962963,493.21,268.13,0.31934073060329526 -1982-03-19,0.0,-3.59,0.4919994212962963,519.04,241.65,0.3139281758473072 -1982-03-20,0.0,-2.3400000000000003,0.4959997685185185,455.53,325.36,0.3139281758473072 -1982-03-21,0.88,-5.69,0.4959997685185185,509.43,202.04,0.3085156210913192 -1982-03-22,4.63,-3.7449999999999997,0.4999997685185186,250.95,341.92,0.3139281758473072 -1982-03-23,2.23,-3.085,0.503999537037037,289.17,363.56,0.32475328535928333 -1982-03-24,0.0,-5.82,0.503999537037037,577.03,177.26,0.3301658401152714 -1982-03-25,0.0,2.1850000000000005,0.5079996527777778,477.46,440.09,0.3409909496272475 -1982-03-26,4.54,4.0,0.5079996527777778,331.2,583.28,0.3680537234071878 -1982-03-27,5.13,-7.970000000000001,0.511999537037037,322.2,223.58,0.39511649718712805 -1982-03-28,0.07,-14.704999999999998,0.5159998842592592,482.25,120.0,0.4330043804790444 -1982-03-29,0.0,-9.125,0.5159998842592592,592.53,130.02,0.48171737328293696 -1982-03-30,0.0,0.645,0.520000462962963,490.84,402.06,0.5412554755988056 -1982-03-31,6.27,0.8649999999999998,0.520000462962963,364.26,439.43,0.6495065707185667 -1982-04-01,6.08,2.79,0.5240002314814816,152.84,640.22,0.7252823373023994 -1982-04-02,0.0,-4.3149999999999995,0.5279998842592593,480.06,281.12,0.8118832133982083 -1982-04-03,7.25,-5.275,0.5279998842592593,413.18,253.54,0.8984840894940173 -1982-04-04,11.1,-0.925,0.5319998842592593,246.55,439.99,0.97425985607785 -1982-04-05,4.29,-5.6499999999999995,0.5319998842592593,296.41,295.9,1.0500356226616827 -1982-04-06,1.97,-10.73,0.5359994212962963,529.26,165.35,1.1041611702215632 -1982-04-07,15.63,-8.295,0.5395353009259259,263.65,250.52,1.1474616082694677 -1982-04-08,8.02,-7.675000000000001,0.54,192.58,284.98,1.1907620463173723 -1982-04-09,0.47,-7.245,0.5439997685185185,384.02,272.28,1.16911182729342 -1982-04-10,0.0,-6.12,0.5439997685185185,592.41,229.75,1.1366364987574917 -1982-04-11,0.0,-2.2150000000000003,0.5479999999999999,612.69,290.74,1.1149862797335395 -1982-04-12,0.0,-0.31499999999999995,0.5498481481481481,570.72,364.26,1.0825109511976112 -1982-04-13,4.82,-2.5300000000000002,0.5520004629629629,474.83,280.0,1.0500356226616827 -1982-04-14,4.15,0.4750000000000001,0.5559922453703704,243.14,510.05,1.0392105131497067 -1982-04-15,0.0,-0.3299999999999996,0.5560002314814815,586.99,360.07,1.0392105131497067 -1982-04-16,0.0,5.970000000000001,0.56,592.54,565.72,1.071685841685635 -1982-04-17,0.54,8.56,0.5600517361111111,583.85,653.56,1.16911182729342 -1982-04-18,4.57,6.6899999999999995,0.5639996527777777,394.15,666.62,1.3531386889970138 -1982-04-19,0.07,1.4,0.5663305555555556,514.97,463.99,1.7320175219161775 -1982-04-20,1.68,2.025,0.5679997685185185,459.13,508.41,2.4897751877545056 -1982-04-21,5.65,3.34,0.5715351851851852,251.5,626.17,3.31248351066469 -1982-04-22,0.44,0.42000000000000015,0.5719994212962963,404.97,480.27,3.84291387675152 -1982-04-23,0.0,1.125,0.5760005787037037,574.12,440.0,4.135191833574875 -1982-04-24,0.0,2.925,0.5760005787037037,607.88,476.0,4.449120009422182 -1982-04-25,0.0,8.6,0.5800003472222222,696.93,486.66,4.968725265997035 -1982-04-26,2.3,12.584999999999999,0.5807946759259259,545.83,829.69,6.289388626458121 -1982-04-27,5.05,11.11,0.5840005787037037,407.71,902.85,8.216258119589869 -1982-04-28,0.75,4.425,0.5853530092592593,575.62,547.72,9.96992586053 -1982-04-29,0.0,2.7250000000000005,0.5880002314814815,553.62,506.12,10.381280021985091 -1982-04-30,2.53,1.485,0.5903311342592593,374.85,526.62,10.121477393697663 -1982-05-01,3.11,1.9249999999999998,0.5920008101851852,290.37,563.59,9.85084965589826 -1982-05-02,1.79,4.52,0.5943310185185184,622.98,503.59,9.558571699074907 -1982-05-03,0.0,6.855,0.5959997685185184,581.86,637.98,9.309594180299456 -1982-05-04,0.0,5.935,0.5987809027777777,647.85,522.14,9.266293742251552 -1982-05-05,0.0,6.505,0.5999998842592592,698.03,435.65,9.201343085179694 -1982-05-06,0.0,9.129999999999999,0.6027810185185185,717.29,425.2,9.222993304203646 -1982-05-07,0.0,14.155,0.6039996527777778,678.22,680.44,9.266293742251552 -1982-05-08,0.0,16.77,0.6063304398148148,670.84,770.67,9.439495494443168 -1982-05-09,0.56,13.355,0.6079995370370371,455.43,1022.44,9.461145713467122 -1982-05-10,3.86,6.59,0.6098476851851852,259.21,788.17,9.201343085179694 -1982-05-11,0.18,5.4750000000000005,0.6120002314814815,292.45,746.75,8.76833870470065 -1982-05-12,0.0,6.025,0.6133524305555556,517.46,623.3,8.248733448125797 -1982-05-13,0.0,7.175000000000001,0.6159914351851852,520.02,664.32,7.675002643991063 -1982-05-14,0.0,7.63,0.6162851851851852,485.34,720.96,7.155397387416209 -1982-05-15,0.0,9.455,0.6195356481481481,556.23,713.23,6.646617240353332 -1982-05-16,0.04,11.14,0.6199998842592592,642.03,634.27,6.170312421826384 -1982-05-17,0.0,9.85,0.6227818287037037,581.28,685.9,5.661532274763506 -1982-05-18,0.0,6.125,0.6240006944444445,677.33,417.86,5.217702784772485 -1982-05-19,1.64,9.235,0.6253526620370371,627.56,457.41,4.795523513805417 -1982-05-20,4.33,13.46,0.6278895833333333,428.3,925.44,4.459945118934158 -1982-05-21,0.09,7.795,0.6280518518518519,591.88,573.28,4.189317381134755 -1982-05-22,0.0,5.154999999999999,0.6303303240740741,652.46,412.82,3.8970394243114 -1982-05-23,0.0,6.68,0.6319916666666667,686.22,380.13,3.593936357976069 -1982-05-24,0.0,10.115,0.6322856481481481,639.08,541.4,3.31248351066469 -1982-05-25,0.23,14.36,0.6347809027777778,599.34,765.28,3.0526808823772633 -1982-05-26,0.0,17.48,0.6360001157407408,618.69,852.1,2.7928782540898367 -1982-05-27,0.0,14.709999999999999,0.6362856481481481,625.34,706.61,2.5763760638503146 -1982-05-28,0.0,16.89,0.6387810185185185,631.77,768.61,2.3706989831227685 -1982-05-29,0.0,18.89,0.6399917824074074,604.68,918.82,2.1866721214191744 -1982-05-30,0.0,18.119999999999997,0.6400512731481481,597.92,884.02,2.013470369227557 -1982-05-31,0.0,19.915,0.6418483796296296,438.81,1419.26,1.8402686170359388 -1982-06-01,0.06,20.01,0.6435354166666667,477.01,1304.43,1.7103673028922255 -1982-06-02,24.16,16.815,0.6439998842592592,251.66,1457.52,1.656241755332345 -1982-06-03,8.47,10.004999999999999,0.6442856481481481,368.33,876.11,1.6237664267964167 -1982-06-04,0.0,9.275,0.6458482638888889,637.98,488.39,1.547990660212584 -1982-06-05,0.0,15.45,0.6471538194444444,568.14,863.2,1.4830400031407271 -1982-06-06,0.0,15.945,0.6479927083333333,558.79,882.29,1.3964391270449183 -1982-06-07,0.0,14.125,0.6480521990740741,603.52,670.68,1.3206633604610856 -1982-06-08,0.0,15.105,0.6487947916666666,605.51,690.75,1.2448875938772528 -1982-06-09,0.0,17.185000000000002,0.6498487268518519,595.05,785.46,1.16911182729342 -1982-06-10,0.0,17.41,0.6507814814814814,582.05,804.61,1.1041611702215632 -1982-06-11,0.0,15.81,0.6515357638888889,541.82,824.99,1.055448177417671 -1982-06-12,0.0,15.985,0.6519921296296297,421.68,1117.67,0.9959100751018022 -1982-06-13,1.12,13.875,0.6520001157407407,412.08,968.21,0.9536921480050955 -1982-06-14,5.01,9.99,0.6520517361111111,256.06,903.53,0.9028141332988077 -1982-06-15,6.64,12.89,0.6522856481481482,298.38,1036.49,0.8432760309829391 -1982-06-16,11.77,15.325,0.6527943287037037,248.94,1304.87,0.9028141332988077 -1982-06-17,12.02,13.65,0.653352662037037,346.82,1011.6,0.9363719727859338 -1982-06-18,0.0,13.415,0.653848611111111,527.32,807.85,0.8941540456892267 -1982-06-19,3.7,13.049999999999999,0.653848611111111,439.59,823.33,0.8519361185925199 -1982-06-20,5.2,15.355,0.653848611111111,256.29,1295.35,0.8356984543245557 -1982-06-21,8.59,13.815,0.6543310185185185,335.38,1032.91,0.8108007024470107 -1982-06-22,6.34,15.875,0.6543310185185185,307.25,1250.69,0.8108007024470107 -1982-06-23,11.11,13.785,0.653848611111111,257.77,1177.39,0.8194607900565917 -1982-06-24,12.67,13.425,0.653848611111111,255.66,1157.27,1.0034876517601854 -1982-06-25,0.45,13.175,0.653352662037037,467.14,936.63,0.9450320603955146 -1982-06-26,0.03,15.690000000000001,0.653352662037037,402.65,1239.26,0.9114742209083886 -1982-06-27,0.0,13.08,0.6527943287037037,543.02,768.25,0.8605962062021009 -1982-06-28,3.21,15.950000000000001,0.6522856481481482,416.72,1109.34,0.8432760309829391 -1982-06-29,8.63,16.22,0.6520517361111111,217.05,1432.39,0.8519361185925199 -1982-06-30,6.08,15.515,0.6519921296296297,198.41,1410.85,0.8270383667149749 -1982-07-01,0.0,12.485,0.6518894675925926,429.13,955.08,0.7859029505694657 -1982-07-02,3.66,13.815,0.6511538194444445,350.09,1048.82,0.7620877096431182 -1982-07-03,3.46,12.105,0.6503311342592593,345.05,929.04,0.7144572277904233 -1982-07-04,0.61,10.47,0.6493528935185184,495.63,695.46,0.6765693444985069 -1982-07-05,0.0,12.18,0.6482863425925927,518.64,737.28,0.6473415488161715 -1982-07-06,0.0,17.015,0.6480008101851852,479.15,1096.15,0.6191962640850336 -1982-07-07,0.0,22.79,0.647890162037037,442.96,1609.46,0.5975460450610814 -1982-07-08,0.0,24.439999999999998,0.64678125,358.63,2105.33,0.5694007603299435 -1982-07-09,0.0,21.27,0.645352199074074,415.15,1575.48,0.5423379865500033 -1982-07-10,0.0,17.255,0.6440515046296297,471.32,1095.12,0.5055326142092844 -1982-07-11,0.0,16.259999999999998,0.6438894675925926,537.62,767.95,0.487129928038925 -1982-07-12,0.0,20.325000000000003,0.6427809027777778,425.96,1446.48,0.4752223075757513 -1982-07-13,0.0,20.125,0.6407940972222222,335.57,1709.2,0.45248957760060143 -1982-07-14,0.0,18.515,0.6399997685185186,464.79,1148.41,0.41784922716227785 -1982-07-15,0.01,19.205000000000002,0.6395354166666667,497.14,1043.46,0.40052905194311617 -1982-07-16,0.0,21.1,0.6378482638888888,427.09,1450.1,0.39511649718712805 -1982-07-17,0.0,21.11,0.6360001157407408,455.87,1325.62,0.37887883291916397 -1982-07-18,2.58,24.34,0.6355359953703703,351.19,1907.89,0.3680537234071878 -1982-07-19,0.95,24.924999999999997,0.6338483796296296,316.32,2214.69,0.35289857009042125 -1982-07-20,0.0,19.195,0.6319996527777777,402.31,1377.58,0.33774341677365466 -1982-07-21,0.0,16.885,0.6315355324074073,440.71,1086.67,0.31717570870090006 -1982-07-22,13.7,16.505000000000003,0.6287943287037038,261.85,1353.34,0.31284566489610965 -1982-07-23,7.87,16.86,0.628,270.82,1421.05,0.31717570870090006 -1982-07-24,0.06,15.93,0.6267813657407407,462.41,996.18,0.3074331101401216 -1982-07-25,5.46,17.080000000000002,0.624052199074074,264.57,1376.0,0.3074331101401216 -1982-07-26,7.81,17.445,0.6238902777777778,222.54,1500.17,0.34748601533443313 -1982-07-27,0.0,17.06,0.6207944444444444,458.57,1092.98,0.3225882634568881 -1982-07-28,12.5,16.884999999999998,0.6199998842592592,370.3,1117.21,0.3323308620176666 -1982-07-29,19.34,15.785,0.6183303240740741,228.94,1342.14,0.37887883291916397 -1982-07-30,4.29,16.08,0.615999537037037,313.94,1193.47,0.37887883291916397 -1982-07-31,0.0,17.785,0.6151532407407407,462.45,1138.37,0.3626411686511997 -1982-08-01,4.2,19.365,0.6120002314814815,316.71,1489.93,0.34748601533443313 -1982-08-02,0.0,13.68,0.6115356481481482,440.34,926.93,0.3269183072616786 -1982-08-03,0.0,11.375,0.6080510416666667,450.83,786.21,0.31284566489610965 -1982-08-04,1.04,12.75,0.6078891203703704,444.03,822.14,0.30310306633533113 -1982-08-05,6.04,13.785,0.6042853009259259,221.53,1188.7,0.29769051157934306 -1982-08-06,2.05,13.5,0.6039916666666666,337.8,1035.6,0.29769051157934306 -1982-08-07,3.18,12.915,0.6002854166666667,322.0,988.84,0.29336046777455266 -1982-08-08,0.71,15.27,0.5999998842592592,377.73,1162.91,0.2890304239697622 -1982-08-09,8.07,16.18,0.5962851851851851,203.1,1410.2,0.28361786921377413 -1982-08-10,11.32,17.78,0.5959997685185184,208.73,1565.99,0.31284566489610965 -1982-08-11,0.0,16.615000000000002,0.5920523148148148,337.86,1358.07,0.31284566489610965 -1982-08-12,0.0,14.45,0.591992824074074,389.19,1102.12,0.30310306633533113 -1982-08-13,7.24,13.91,0.5880002314814815,261.75,1142.98,0.29336046777455266 -1982-08-14,6.04,14.975,0.5879922453703703,198.24,1343.35,0.29769051157934306 -1982-08-15,2.31,17.585,0.5840005787037037,331.96,1393.44,0.29769051157934306 -1982-08-16,0.4,18.685000000000002,0.5835359953703704,426.68,1305.37,0.29336046777455266 -1982-08-17,1.53,19.73,0.5800003472222222,352.33,1586.97,0.29336046777455266 -1982-08-18,0.88,14.215,0.5787818287037036,416.86,941.61,0.28361786921377413 -1982-08-19,2.2,15.469999999999999,0.5760005787037037,354.89,1135.95,0.27495778160419326 -1982-08-20,2.72,17.5,0.5738478009259259,275.06,1437.68,0.27495778160419326 -1982-08-21,0.0,11.61,0.5719994212962963,430.37,827.72,0.25655509543383387 -1982-08-22,0.0,9.985,0.5680513888888888,407.64,778.87,0.24681249687305531 -1982-08-23,1.75,10.629999999999999,0.5679997685185185,356.46,867.95,0.24248245306826488 -1982-08-24,10.13,14.620000000000001,0.5639996527777777,224.38,1254.84,0.27495778160419326 -1982-08-25,15.46,13.489999999999998,0.5639916666666667,271.69,1060.91,0.29769051157934306 -1982-08-26,33.03,15.355,0.56,261.66,1229.37,0.7144572277904233 -1982-08-27,6.54,15.565,0.558330324074074,381.64,1010.2,0.7068796511320401 -1982-08-28,1.45,11.155,0.5560002314814815,394.44,761.98,0.7144572277904233 -1982-08-29,0.01,8.135,0.5520519675925926,395.76,687.65,0.7382724687167708 -1982-08-30,1.6,8.120000000000001,0.5520004629629629,400.19,624.23,0.754510132984735 -1982-08-31,4.69,13.075,0.5479999999999999,275.84,1030.16,0.7620877096431182 -1982-09-01,11.59,10.73,0.5479921296296296,343.12,772.04,0.7382724687167708 -1982-09-02,20.11,11.23,0.5439997685185185,179.18,1061.4,0.8519361185925199 -1982-09-03,8.43,14.040000000000001,0.540794212962963,205.99,1238.07,1.0208078269793472 -1982-09-04,4.53,13.940000000000001,0.54,216.5,1206.1,1.1149862797335395 -1982-09-05,3.39,13.375,0.5359994212962963,338.28,926.35,1.1474616082694677 -1982-09-06,9.64,13.525,0.5359994212962963,211.61,1176.3,1.16911182729342 -1982-09-07,10.63,9.075,0.5319998842592593,277.66,797.01,1.2124122653413245 -1982-09-08,0.0,8.065000000000001,0.5298482638888888,418.51,608.1,1.2232373748533005 -1982-09-09,0.0,10.87,0.5279998842592593,379.55,813.8,1.2124122653413245 -1982-09-10,0.0,15.345,0.5240002314814816,344.62,1176.45,1.179936936805396 -1982-09-11,0.0,16.505000000000003,0.5240002314814816,332.19,1285.81,1.1474616082694677 -1982-09-12,0.0,18.29,0.520000462962963,359.86,1335.15,1.1041611702215632 -1982-09-13,0.0,19.705,0.5183310185185186,366.8,1393.88,1.0727683526368328 -1982-09-14,4.62,19.915,0.5159998842592592,289.95,1500.0,1.038128002198509 -1982-09-15,3.85,13.079999999999998,0.511999537037037,191.64,1140.5,0.9785898998826404 -1982-09-16,13.94,8.515,0.511999537037037,117.35,935.43,0.9959100751018022 -1982-09-17,13.8,9.82,0.5079996527777778,108.47,1053.05,1.0641082650272518 -1982-09-18,1.72,9.79,0.5067805555555556,186.51,989.2,1.038128002198509 -1982-09-19,0.06,10.445,0.503999537037037,256.04,955.79,1.0121477393697664 -1982-09-20,0.0,8.51,0.4999997685185186,380.72,645.28,0.9785898998826404 -1982-09-21,0.0,10.86,0.4999997685185186,361.37,800.88,0.9450320603955146 -1982-09-22,0.0,10.11,0.4959997685185185,333.74,801.88,0.9028141332988077 -1982-09-23,2.14,9.275,0.49366840277777774,216.91,901.97,0.8692562938116817 -1982-09-24,1.73,13.385000000000002,0.4919994212962963,260.47,1140.46,0.8432760309829391 -1982-09-25,1.46,11.925,0.48800034722222224,265.35,993.59,0.8108007024470107 -1982-09-26,0.0,12.29,0.48800034722222224,313.07,953.39,0.7859029505694657 -1982-09-27,12.15,12.455,0.4840002314814815,190.45,1138.38,0.7707477972526992 -1982-09-28,13.55,11.195,0.48167002314814816,137.23,1104.22,0.8270383667149749 -1982-09-29,0.0,6.59,0.4800005787037037,360.58,560.0,0.8021406148374299 -1982-09-30,0.04,10.605,0.4760001157407408,354.79,737.41,0.7945630381790466 -1982-10-01,7.21,13.565000000000001,0.4760001157407408,199.81,1136.84,0.8021406148374299 -1982-10-02,5.56,9.825,0.4719996527777777,210.12,909.88,0.8108007024470107 -1982-10-03,1.43,7.415,0.4701513888888889,334.1,561.93,0.8356984543245557 -1982-10-04,0.0,10.18,0.46799976851851854,259.54,902.78,0.8270383667149749 -1982-10-05,0.01,7.095,0.463999537037037,347.92,556.04,0.8172957681541964 -1982-10-06,0.0,10.274999999999999,0.463999537037037,316.3,764.36,0.8021406148374299 -1982-10-07,0.0,6.535,0.46,321.93,567.24,0.7859029505694657 -1982-10-08,6.42,4.635,0.45920532407407405,131.51,683.63,0.7783253739110824 -1982-10-09,4.04,4.74,0.45599953703703705,140.98,689.4,0.7945630381790466 -1982-10-10,0.0,2.24,0.45200810185185186,318.26,428.06,0.7620877096431182 -1982-10-11,0.0,3.955,0.452,334.67,408.12,0.7458500453751541 -1982-10-12,0.0,4.265000000000001,0.4480001157407407,325.63,440.0,0.7306948920583874 -1982-10-13,3.29,5.109999999999999,0.4480001157407407,218.85,587.18,0.7144572277904233 -1982-10-14,5.71,7.425,0.4440001157407408,122.82,826.35,0.7144572277904233 -1982-10-15,4.32,7.675,0.44166932870370373,113.19,865.81,0.7306948920583874 -1982-10-16,1.8,5.3999999999999995,0.4400003472222222,195.58,676.18,0.7231173154000042 -1982-10-17,0.0,4.114999999999999,0.43611064814814815,194.86,618.32,0.6917244978152736 -1982-10-18,0.0,4.665,0.43600011574074077,194.33,639.5,0.6689917678401236 -1982-10-19,0.0,7.055000000000001,0.43200000000000005,271.36,615.37,0.6689917678401236 -1982-10-20,0.44,10.455,0.43194837962962956,269.99,748.48,0.6624967021329381 -1982-10-21,1.18,9.395,0.428,211.92,839.55,0.6473415488161715 -1982-10-22,0.0,3.11,0.4261517361111111,205.48,552.5,0.6116186874266503 -1982-10-23,0.0,-0.395,0.42400011574074076,243.71,373.29,0.604041110768267 -1982-10-24,0.0,0.7749999999999999,0.42121863425925926,230.49,434.66,0.5769783369883267 -1982-10-25,0.0,3.3200000000000003,0.41999976851851856,261.24,442.61,0.5694007603299435 -1982-10-26,0.0,4.02,0.4164640046296296,253.18,478.67,0.5488330522571889 -1982-10-27,0.0,2.7950000000000004,0.4159996527777778,269.0,377.2,0.5423379865500033 -1982-10-28,0.0,7.44,0.4121109953703704,246.72,593.99,0.5174402346724581 -1982-10-29,0.0,9.045,0.41200046296296294,210.85,762.72,0.4990375485020987 -1982-10-30,0.22,10.129999999999999,0.4080084490740741,199.58,839.57,0.49362499374611063 -1982-10-31,0.0,10.725000000000001,0.40794895833333333,197.23,880.9,0.487129928038925 -1982-11-01,0.0,9.015,0.40399999999999997,189.17,793.29,0.4752223075757513 -1982-11-02,5.28,3.9350000000000005,0.4037145833333334,145.61,553.33,0.46980975281976317 -1982-11-03,5.92,6.694999999999999,0.40000023148148145,116.06,727.64,0.48171737328293696 -1982-11-04,7.26,11.93,0.39971435185185183,101.62,1109.28,0.4752223075757513 -1982-11-05,22.89,11.22,0.3960082175925926,126.66,961.24,0.6624967021329381 -1982-11-06,22.09,4.430000000000001,0.39571446759259266,135.38,586.33,0.9785898998826404 -1982-11-07,2.25,2.1900000000000004,0.3921108796296296,74.21,618.98,1.0121477393697664 -1982-11-08,0.89,2.275,0.3919487268518519,120.91,570.27,1.1041611702215632 -1982-11-09,0.07,0.405,0.3884644675925926,134.53,490.28,1.16911182729342 -1982-11-10,0.0,0.09499999999999997,0.38799999999999996,120.44,495.18,1.2124122653413245 -1982-11-11,0.06,-1.08,0.3848466435185185,201.78,360.0,1.277362922413181 -1982-11-12,6.94,5.83,0.3840003472222222,141.47,631.23,1.2990131414371333 -1982-11-13,13.29,5.56,0.38166932870370374,134.43,611.7,1.3856140175329423 -1982-11-14,10.26,-3.0,0.3799997685185186,141.6,338.61,1.5046902221646794 -1982-11-15,9.73,-3.5450000000000004,0.37920590277777777,94.43,372.35,1.6237664267964167 -1982-11-16,4.58,-4.3100000000000005,0.37611087962962964,145.76,326.02,1.7103673028922255 -1982-11-17,0.0,-3.385,0.3759486111111111,186.13,320.3,1.75366774094013 -1982-11-18,0.0,-5.0,0.37321898148148147,209.51,261.27,1.75366774094013 -1982-11-19,0.0,-6.09,0.3719998842592593,218.45,224.95,1.6995421933802495 -1982-11-20,0.0,-4.369999999999999,0.37120578703703705,213.47,257.38,1.6995421933802495 -1982-11-21,6.4,1.1499999999999997,0.3684645833333333,125.12,473.36,1.656241755332345 -1982-11-22,3.23,5.4,0.3680003472222222,102.19,714.75,1.6454166458203692 -1982-11-23,6.08,4.345,0.36615196759259255,89.12,656.07,1.6887170838682732 -1982-11-24,4.49,3.61,0.3644642361111111,123.1,563.68,1.8727439455718675 -1982-11-25,0.0,-4.29,0.36400011574074076,198.06,270.81,1.9593448216676759 -1982-11-26,4.7,-6.19,0.3621513888888889,115.96,280.0,1.9593448216676759 -1982-11-27,2.02,-10.57,0.3604638888888889,158.34,181.19,1.9809950406916284 -1982-11-28,0.0,-12.51,0.3599998842592593,187.11,160.0,1.9376946026437238 -1982-11-29,3.83,-7.335000000000001,0.35920578703703704,110.99,264.07,1.9160443836197718 -1982-11-30,2.71,-4.015,0.3572189814814815,89.95,367.5,1.9052192741077956 -1982-12-01,1.0,-4.885,0.35611041666666665,168.74,291.62,1.8727439455718675 -1982-12-02,2.68,-0.5749999999999998,0.3559483796296296,78.34,498.09,1.829443507523963 -1982-12-03,7.56,2.67,0.3546476851851852,93.0,598.81,1.8077932885000105 -1982-12-04,7.96,6.045,0.35321898148148145,126.8,659.36,1.8943941645958196 -1982-12-05,2.16,1.705,0.35211030092592593,143.91,479.74,2.024295478739533 -1982-12-06,2.15,4.055,0.35199988425925927,163.76,549.78,2.0892461358113894 -1982-12-07,1.18,2.77,0.35171423611111113,147.17,540.67,2.1650219023952224 -1982-12-08,0.84,-5.375,0.3506474537037037,148.22,288.57,2.1650219023952224 -1982-12-09,0.0,-12.809999999999999,0.34966921296296294,149.26,157.64,2.1650219023952224 -1982-12-10,0.0,-15.8,0.3488465277777778,186.42,100.54,2.14337168337127 -1982-12-11,0.01,-10.29,0.3481105324074074,178.92,160.0,1.9593448216676759 -1982-12-12,0.0,-16.7,0.3480079861111111,161.54,112.97,1.861918836059891 -1982-12-13,0.0,-20.575,0.34794849537037037,150.74,80.0,1.75366774094013 -1982-12-14,1.72,-16.55,0.34771435185185184,165.6,88.51,1.656241755332345 -1982-12-15,2.74,-7.47,0.3472057870370371,128.49,244.11,1.537165550700608 -1982-12-16,14.22,-0.615,0.3466476851851852,101.66,440.0,1.5263404411886317 -1982-12-17,9.17,-10.055,0.3466476851851852,132.73,187.04,1.5046902221646794 -1982-12-18,0.0,-15.645,0.3461518518518519,148.7,120.0,1.4938651126527034 -1982-12-19,0.46,-12.985,0.3461518518518519,160.96,155.3,1.4938651126527034 -1982-12-20,3.5,-8.295,0.3456693287037037,100.84,240.0,1.4289144555808466 -1982-12-21,3.22,-6.220000000000001,0.3456693287037037,65.47,319.24,1.3964391270449183 -1982-12-22,0.0,-8.05,0.3461518518518519,99.49,271.1,1.3531386889970138 -1982-12-23,0.0,-13.015,0.3461518518518519,163.46,147.06,1.2990131414371333 -1982-12-24,0.9,-12.525,0.3461518518518519,183.18,120.0,1.266537812901205 -1982-12-25,11.78,-3.8,0.3466476851851852,127.69,285.98,1.2232373748533005 -1982-12-26,8.18,0.9800000000000004,0.3472057870370371,119.69,446.61,1.2881880319251573 -1982-12-27,0.0,-4.425,0.34771435185185184,166.14,280.0,1.277362922413181 -1982-12-28,4.73,-3.3000000000000003,0.34794849537037037,145.69,273.73,1.2124122653413245 -1982-12-29,2.43,1.6500000000000001,0.34800000000000003,142.64,466.01,1.2232373748533005 -1982-12-30,0.0,-5.755,0.3480079861111111,161.4,265.43,1.179936936805396 -1982-12-31,0.0,-8.215,0.3484641203703704,138.03,239.87,1.1366364987574917 -1983-01-01,0.0,-5.0249999999999995,0.34921886574074074,126.95,320.0,1.1041611702215632 -1983-01-02,0.54,-9.575,0.35015162037037034,153.28,206.97,1.055448177417671 -1983-01-03,0.0,-15.95,0.35120578703703703,152.99,119.83,0.9959100751018022 -1983-01-04,0.0,-19.405,0.3519482638888889,181.39,80.0,0.8941540456892267 -1983-01-05,0.0,-13.095,0.35200787037037035,210.71,120.0,0.8660087609580888 -1983-01-06,0.0,-4.9350000000000005,0.35284641203703704,144.89,312.11,0.8281208776661725 -1983-01-07,1.97,-5.575,0.3541518518518519,121.16,301.4,0.7794078848622801 -1983-01-08,3.32,-6.765000000000001,0.35571446759259256,106.35,273.02,0.7361074468143756 -1983-01-09,0.0,-14.595,0.35600000000000004,203.95,120.0,0.7036321182784472 -1983-01-10,0.22,-12.55,0.3564643518518519,231.6,80.0,0.681981899254495 -1983-01-11,11.13,0.7599999999999998,0.35815185185185183,150.11,404.7,0.6873944540104832 -1983-01-12,14.49,0.8900000000000001,0.3599482638888889,130.88,468.15,0.7144572277904233 -1983-01-13,0.0,-7.105,0.36000787037037035,158.93,263.23,0.7469325563263517 -1983-01-14,0.0,-11.379999999999999,0.36121863425925926,181.86,160.0,0.7794078848622801 -1983-01-15,0.21,-10.715,0.3637142361111111,165.75,199.62,0.8227083229101846 -1983-01-16,12.42,-9.065000000000001,0.36400011574074076,85.39,242.1,0.876833870470065 -1983-01-17,8.21,-10.435,0.36521898148148146,80.87,228.55,0.9450320603955146 -1983-01-18,0.13,-16.125,0.36771435185185186,132.44,134.13,0.9536921480050955 -1983-01-19,0.0,-18.79,0.3680083333333333,166.86,100.44,0.9136392428107837 -1983-01-20,0.0,-17.4,0.3696696759259259,153.62,120.0,0.8854939580796459 -1983-01-21,0.0,-18.34,0.3719483796296296,240.1,80.0,0.8551836514461127 -1983-01-22,0.0,-14.23,0.37211041666666667,255.26,119.86,0.8335334324221606 -1983-01-23,1.94,-8.55,0.3746479166666667,225.64,188.91,0.7902329943742561 -1983-01-24,16.11,-2.0999999999999996,0.3760002314814815,101.43,423.82,0.7577576658383279 -1983-01-25,2.95,-0.645,0.3772188657407407,75.89,509.03,0.7252823373023994 -1983-01-26,1.48,-10.43,0.3799997685185186,202.74,187.93,0.7306948920583874 -1983-01-27,0.0,-17.415,0.3804640046296296,264.25,80.0,0.7198697825464114 -1983-01-28,0.0,-16.195,0.383714699074074,279.17,80.0,0.7144572277904233 -1983-01-29,0.0,-13.055,0.38400833333333334,286.12,120.0,0.6711567897425189 -1983-01-30,0.05,-8.835,0.3866476851851852,254.19,197.02,0.6440940159625786 -1983-01-31,3.76,-5.095000000000001,0.38799999999999996,134.14,319.97,0.6224437969386264 -1983-02-01,4.33,-4.115,0.3901519675925926,107.97,369.27,0.6007935779146741 -1983-02-02,0.2,-7.905,0.39200034722222227,290.54,171.15,0.589968468402698 -1983-02-03,4.55,0.9099999999999999,0.3936696759259259,170.89,456.02,0.58455591364671 -1983-02-04,4.89,0.5049999999999999,0.39600023148148145,155.78,474.41,0.6062061326706623 -1983-02-05,0.0,-11.015,0.3972188657407407,254.79,175.35,0.6224437969386264 -1983-02-06,0.0,-16.73,0.40000023148148145,229.41,119.83,0.6386814612065905 -1983-02-07,5.25,-15.780000000000001,0.4012189814814815,256.92,118.62,0.6495065707185667 -1983-02-08,13.61,-10.695,0.40399999999999997,176.68,200.0,0.6711567897425189 -1983-02-09,2.87,-10.0,0.40521898148148144,153.61,227.47,0.7036321182784472 -1983-02-10,0.0,-17.61,0.4080003472222223,262.06,113.93,0.7252823373023994 -1983-02-11,0.0,-18.925,0.40966990740740744,295.33,80.0,0.7523451110823397 -1983-02-12,0.0,-18.18,0.41200046296296294,346.26,80.0,0.768582775350304 -1983-02-13,0.0,-15.67,0.41464768518518513,365.34,80.0,0.7794078848622801 -1983-02-14,0.0,-7.4,0.4159996527777778,334.35,200.0,0.7577576658383279 -1983-02-15,0.0,-3.57,0.419205324074074,234.54,348.51,0.7469325563263517 -1983-02-16,0.0,-12.57,0.41999976851851856,380.09,85.74,0.7252823373023994 -1983-02-17,0.8,-12.45,0.42400011574074076,362.49,118.93,0.7036321182784472 -1983-02-18,1.7,-6.985,0.42400011574074076,207.17,275.1,0.6928070087664712 -1983-02-19,0.0,-12.399999999999999,0.428,385.48,112.11,0.6711567897425189 -1983-02-20,1.03,-9.185,0.42846388888888887,363.85,158.61,0.6495065707185667 -1983-02-21,2.32,-7.72,0.43200000000000005,311.64,200.0,0.6386814612065905 -1983-02-22,1.94,-7.045,0.4336695601851852,210.22,272.21,0.6278563516946144 -1983-02-23,9.36,-13.635000000000002,0.43600011574074077,253.53,131.55,0.6062061326706623 -1983-02-24,5.79,-9.06,0.4399488425925926,164.04,237.05,0.58455591364671 -1983-02-25,0.95,-11.83,0.4400003472222222,383.44,127.67,0.5629056946227577 -1983-02-26,0.0,-12.03,0.4440001157407408,398.61,120.0,0.5520805851107816 -1983-02-27,0.0,-11.495,0.4440081018518519,428.67,120.0,0.5412554755988056 -1983-02-28,0.62,-2.45,0.4480001157407407,221.41,397.46,0.5141927018188653 -1983-03-01,0.0,-1.0350000000000001,0.4501516203703704,211.22,452.72,0.5033675923068892 -1983-03-02,15.34,-2.74,0.452,183.46,381.7,0.487129928038925 -1983-03-03,10.76,-2.875,0.45599953703703705,165.69,391.61,0.487129928038925 -1983-03-04,0.0,-6.96,0.45599953703703705,250.36,274.65,0.4763048185269489 -1983-03-05,0.0,-8.959999999999999,0.46,429.6,160.69,0.4600671542589847 -1983-03-06,0.0,-8.75,0.4604638888888889,480.53,120.0,0.44924204474700863 -1983-03-07,0.0,-8.025,0.463999537037037,440.1,178.39,0.4384169352350325 -1983-03-08,0.0,-8.56,0.46799976851851854,445.33,169.38,0.4221792709670683 -1983-03-09,0.0,-1.0,0.46799976851851854,308.81,412.78,0.40052905194311617 -1983-03-10,0.35,1.645,0.4719996527777777,313.26,493.86,0.39511649718712805 -1983-03-11,1.44,-0.025000000000000133,0.4719996527777777,191.44,503.78,0.38970394243114004 -1983-03-12,19.32,-0.41999999999999993,0.4760001157407408,100.7,525.39,0.384291387675152 -1983-03-13,8.62,-0.08500000000000008,0.4800005787037037,94.96,546.61,0.4059416066991042 -1983-03-14,0.0,-1.1,0.4800005787037037,210.47,466.19,0.40052905194311617 -1983-03-15,1.93,0.27,0.4840002314814815,190.12,526.38,0.40052905194311617 -1983-03-16,0.43,0.16000000000000003,0.4840002314814815,155.49,548.03,0.40052905194311617 -1983-03-17,0.0,1.395,0.48800034722222224,306.33,523.89,0.39511649718712805 -1983-03-18,0.0,2.0500000000000003,0.4919994212962963,350.87,530.31,0.38970394243114004 -1983-03-19,6.5,2.145,0.4919994212962963,204.28,584.38,0.4059416066991042 -1983-03-20,2.73,4.135,0.4959997685185185,210.52,680.57,0.46547970901497276 -1983-03-21,9.35,-1.2650000000000001,0.4959997685185185,370.87,388.18,0.6495065707185667 -1983-03-22,16.65,0.6699999999999999,0.4999997685185186,277.16,487.35,1.0283854036377307 -1983-03-23,5.88,-4.720000000000001,0.503999537037037,260.59,335.54,1.3531386889970138 -1983-03-24,0.0,-11.54,0.503999537037037,378.39,192.27,1.5804659887485122 -1983-03-25,0.0,-12.81,0.5079996527777778,492.98,149.1,1.6454166458203692 -1983-03-26,0.0,-10.855,0.5079996527777778,514.72,161.75,1.7211924124042017 -1983-03-27,1.45,-6.385,0.511999537037037,532.5,164.04,1.764492850452106 -1983-03-28,9.14,-0.7200000000000002,0.5159998842592592,273.92,444.52,1.829443507523963 -1983-03-29,6.95,-2.91,0.5159998842592592,266.61,395.6,1.8943941645958196 -1983-03-30,2.08,-6.515,0.520000462962963,383.84,272.07,1.9160443836197718 -1983-03-31,0.0,-5.51,0.520000462962963,552.36,253.27,1.9052192741077956 -1983-04-01,0.0,-4.39,0.5240002314814816,572.7,257.22,1.851093726547915 -1983-04-02,0.0,-1.4449999999999998,0.5279998842592593,462.86,398.19,1.6995421933802495 -1983-04-03,0.24,0.2400000000000002,0.5279998842592593,435.12,454.16,1.6454166458203692 -1983-04-04,5.81,0.7200000000000001,0.5319998842592593,202.14,551.15,1.6129413172844407 -1983-04-05,3.78,0.9899999999999999,0.5319998842592593,197.39,568.44,1.6021162077724647 -1983-04-06,0.0,2.93,0.5359994212962963,414.83,598.72,1.6345915363083927 -1983-04-07,0.15,2.5000000000000004,0.5395353009259259,582.07,443.12,1.7211924124042017 -1983-04-08,2.21,4.71,0.54,424.62,648.42,1.9485197121557 -1983-04-09,0.0,3.67,0.5439997685185185,544.17,555.19,2.1650219023952224 -1983-04-10,0.78,1.665,0.5439997685185185,602.22,404.25,2.327398545074864 -1983-04-11,12.45,1.9450000000000003,0.5479999999999999,335.24,543.86,2.5114254067784576 -1983-04-12,5.08,0.9050000000000001,0.5498481481481481,206.81,559.94,2.7712280350658847 -1983-04-13,0.0,1.6500000000000001,0.5520004629629629,452.49,526.81,2.9877302253054068 -1983-04-14,0.0,1.0899999999999999,0.5559922453703704,588.94,430.91,3.215057525056905 -1983-04-15,0.0,2.71,0.5560002314814815,451.99,562.66,3.485685262856308 -1983-04-16,2.98,3.84,0.56,528.25,527.92,3.7779632196796626 -1983-04-17,23.79,6.385,0.5600517361111111,362.49,713.72,5.607406727203625 -1983-04-18,21.53,6.15,0.5639996527777777,244.6,787.37,11.149862797335393 -1983-04-19,5.54,5.66,0.5663305555555556,412.7,619.11,12.015871558293483 -1983-04-20,7.33,6.075,0.5679997685185185,399.07,648.37,12.990131414371334 -1983-04-21,5.9,4.085,0.5715351851851852,334.59,618.67,12.665378129012051 -1983-04-22,2.9,3.375,0.5719994212962963,304.96,622.68,12.232373748533004 -1983-04-23,0.0,4.465,0.5760005787037037,602.26,520.0,11.58286717781444 -1983-04-24,5.4,5.7,0.5760005787037037,535.74,597.1,10.933360607095873 -1983-04-25,22.5,7.76,0.5800003472222222,372.05,776.57,12.340624843652767 -1983-04-26,12.04,8.495000000000001,0.5807946759259259,265.65,914.81,14.72214893628751 -1983-04-27,1.68,6.345,0.5840005787037037,365.51,783.95,14.61389784116775 -1983-04-28,1.16,8.055,0.5853530092592593,580.45,710.7,13.6396379850899 -1983-04-29,2.19,10.565,0.5880002314814815,567.98,800.33,12.55712703389229 -1983-04-30,0.25,10.17,0.5903311342592593,592.93,789.49,11.799369368053961 -1983-05-01,4.66,11.41,0.5920008101851852,401.05,934.64,11.258113892455155 -1983-05-02,13.61,6.245,0.5943310185185184,446.63,601.87,10.673557978808446 -1983-05-03,11.51,9.535,0.5959997685185184,436.21,782.83,10.500356226616828 -1983-05-04,5.91,11.024999999999999,0.5987809027777777,358.2,962.43,10.218903379305448 -1983-05-05,2.55,8.15,0.5999998842592592,520.01,692.17,9.796724108338381 -1983-05-06,5.2,7.385000000000001,0.6027810185185185,419.99,681.46,9.374544837371312 -1983-05-07,0.3,6.51,0.6039996527777778,580.09,606.43,8.757513595188675 -1983-05-08,1.9,11.525,0.6063304398148148,515.72,883.28,8.18378279105394 -1983-05-09,10.13,10.46,0.6079995370370371,382.03,889.55,7.707477972526991 -1983-05-10,8.72,6.985,0.6098476851851852,293.57,786.76,7.49097578228747 -1983-05-11,1.57,4.84,0.6120002314814815,308.28,707.78,7.187872715952138 -1983-05-12,1.59,5.1850000000000005,0.6133524305555556,427.31,663.97,6.906419868640759 -1983-05-13,2.77,8.195,0.6159914351851852,375.09,800.0,6.62496702132938 -1983-05-14,0.22,11.655000000000001,0.6162851851851852,500.61,952.87,6.105361764754527 -1983-05-15,0.15,9.84,0.6195356481481481,592.07,730.58,5.6290569462275775 -1983-05-16,1.32,5.5,0.6199998842592592,469.23,642.68,5.282653441844342 -1983-05-17,0.0,4.24,0.6227818287037037,520.41,569.63,4.947075046973083 -1983-05-18,0.0,4.965,0.6240006944444445,628.32,471.27,4.643971980637752 -1983-05-19,0.11,9.924999999999999,0.6253526620370371,629.09,623.26,4.362519133326373 -1983-05-20,3.72,11.745000000000001,0.6278895833333333,373.8,942.06,4.113541614550923 -1983-05-21,4.16,12.555,0.6280518518518519,303.61,1145.2,3.907864533823376 -1983-05-22,0.0,13.200000000000001,0.6303303240740741,529.2,978.07,3.6805372340718776 -1983-05-23,1.92,10.84,0.6319916666666667,436.15,902.27,3.50733548188026 -1983-05-24,8.71,6.245,0.6322856481481481,209.16,794.6,3.583111248464093 -1983-05-25,5.65,6.65,0.6347809027777778,196.55,818.42,3.6805372340718776 -1983-05-26,0.0,7.995,0.6360001157407408,391.95,810.93,3.6372367960239735 -1983-05-27,2.83,8.695,0.6362856481481481,243.37,936.28,3.572286138952117 -1983-05-28,13.33,6.815,0.6387810185185185,208.25,819.49,3.745487891143735 -1983-05-29,0.0,8.16,0.6399917824074074,497.16,747.73,3.8645640957754717 -1983-05-30,23.59,8.075,0.6400512731481481,382.86,731.75,3.9295147528473287 -1983-05-31,20.19,8.365,0.6418483796296296,244.68,898.29,4.730572856733561 -1983-06-01,7.66,10.594999999999999,0.6435354166666667,331.12,937.6,5.250178113308414 -1983-06-02,0.0,10.97,0.6439998842592592,540.77,834.05,5.466680303547936 -1983-06-03,2.82,10.43,0.6442856481481481,484.15,720.0,5.477505413059912 -1983-06-04,2.1,11.475000000000001,0.6458482638888889,516.73,800.1,5.390904536964103 -1983-06-05,0.0,12.435,0.6471538194444444,521.73,929.47,5.163577237212605 -1983-06-06,0.74,14.695,0.6479927083333333,427.31,1229.37,4.947075046973083 -1983-06-07,12.13,14.985,0.6480521990740741,324.2,1256.38,5.141927018188653 -1983-06-08,1.76,10.080000000000002,0.6487947916666666,514.9,777.03,4.849649061365298 -1983-06-09,0.0,9.925,0.6498487268518519,567.72,681.09,4.579021323565895 -1983-06-10,0.06,12.254999999999999,0.6507814814814814,572.96,743.6,4.297568476254516 -1983-06-11,0.04,13.785,0.6515357638888889,527.16,941.58,3.994465409919185 -1983-06-12,0.0,17.015,0.6519921296296297,498.42,1227.49,3.713012562607806 -1983-06-13,0.0,18.865000000000002,0.6520001157407407,467.68,1420.0,3.474860153344332 -1983-06-14,0.0,20.305,0.6520517361111111,463.07,1567.89,3.2258826345688814 -1983-06-15,0.0,21.145,0.6522856481481482,445.68,1669.9,3.0310306633533117 -1983-06-16,0.0,21.76,0.6527943287037037,436.14,1751.79,2.825353582625765 -1983-06-17,0.24,21.875,0.653352662037037,437.07,1751.23,2.630501611410195 -1983-06-18,4.59,20.97,0.653848611111111,360.55,1616.28,2.446474749706601 -1983-06-19,0.0,20.29,0.653848611111111,407.06,1679.6,2.240797668979055 -1983-06-20,0.0,18.0,0.653848611111111,515.84,1174.26,2.0567708072754614 -1983-06-21,0.0,20.015,0.6543310185185185,531.37,1198.18,1.9052192741077956 -1983-06-22,0.0,22.549999999999997,0.6543310185185185,510.78,1442.14,1.7753179599640823 -1983-06-23,0.0,23.79,0.653848611111111,469.2,1741.85,1.6345915363083927 -1983-06-24,0.0,19.375,0.653848611111111,444.76,1414.93,1.4180893460688704 -1983-06-25,0.0,12.15,0.653352662037037,482.04,824.0,1.277362922413181 -1983-06-26,0.18,12.44,0.653352662037037,519.94,723.03,1.16911182729342 -1983-06-27,3.4,16.1,0.6527943287037037,265.68,1316.0,1.0933360607095872 -1983-06-28,0.0,12.49,0.6522856481481482,479.66,818.78,1.0067351846137784 -1983-06-29,0.0,13.42,0.6520517361111111,511.36,800.08,0.9331244399323408 -1983-06-30,0.0,16.235,0.6519921296296297,515.92,902.93,0.8649262500068913 -1983-07-01,0.0,19.515,0.6518894675925926,425.8,1385.79,0.8313684105197653 -1983-07-02,5.28,20.06,0.6511538194444445,238.69,1719.86,0.7837379286670705 -1983-07-03,0.47,19.045,0.6503311342592593,400.44,1396.63,0.7523451110823397 -1983-07-04,0.0,23.41,0.6493528935185184,430.47,1731.64,0.7220348044488065 -1983-07-05,14.17,25.045,0.6482863425925927,258.82,2183.71,0.72961238110719 -1983-07-06,17.47,14.96,0.6480008101851852,234.82,1245.42,0.768582775350304 -1983-07-07,0.0,12.69,0.647890162037037,452.02,854.43,0.7144572277904233 -1983-07-08,7.05,15.370000000000001,0.64678125,298.51,1129.63,0.6852294321080878 -1983-07-09,4.56,15.585,0.645352199074074,221.59,1324.63,0.6635792130841357 -1983-07-10,3.03,11.84,0.6440515046296297,298.37,947.69,0.6213612859874288 -1983-07-11,4.83,13.58,0.6438894675925926,342.14,961.52,0.6278563516946144 -1983-07-12,0.34,17.04,0.6427809027777778,464.6,1091.22,0.6007935779146741 -1983-07-13,5.17,18.165,0.6407940972222222,245.08,1481.96,0.5748133150859315 -1983-07-14,10.4,17.82,0.6399997685185186,280.58,1369.64,0.5531630960619793 -1983-07-15,12.3,19.915,0.6395354166666667,241.29,1672.73,0.5531630960619793 -1983-07-16,4.65,19.07,0.6378482638888888,292.48,1488.11,0.5531630960619793 -1983-07-17,0.0,18.05,0.6360001157407408,366.08,1404.02,0.5163577237212605 -1983-07-18,0.0,15.825,0.6355359953703703,462.3,1025.75,0.4882124389901227 -1983-07-19,0.17,16.310000000000002,0.6338483796296296,426.13,1136.04,0.47089226377096083 -1983-07-20,6.82,15.635000000000002,0.6319996527777777,242.96,1284.74,0.46980975281976317 -1983-07-21,16.55,14.92,0.6315355324074073,285.19,1148.44,0.4535720885517991 -1983-07-22,21.31,16.495,0.6287943287037038,230.05,1398.64,0.6700742787913213 -1983-07-23,0.0,16.895,0.628,446.02,1170.23,0.8735863376164721 -1983-07-24,3.34,17.990000000000002,0.6267813657407407,382.34,1315.89,0.9872499874922213 -1983-07-25,5.02,17.995,0.624052199074074,259.86,1450.53,1.043540556954497 -1983-07-26,0.0,16.365000000000002,0.6238902777777778,420.66,1200.37,1.043540556954497 -1983-07-27,6.03,14.975,0.6207944444444444,369.09,919.9,1.0337979583937187 -1983-07-28,4.09,19.85,0.6199998842592592,324.56,1442.93,1.0337979583937187 -1983-07-29,0.54,22.14,0.6183303240740741,290.01,2019.02,0.9785898998826404 -1983-07-30,4.08,22.275,0.615999537037037,203.48,2097.85,0.9428670384931193 -1983-07-31,2.36,16.21,0.6151532407407407,421.21,1019.76,0.8898240018844364 -1983-08-01,5.03,17.675,0.6120002314814815,253.28,1451.72,0.8562661623973103 -1983-08-02,5.61,18.735,0.6115356481481482,178.6,1750.35,0.8075531695934178 -1983-08-03,3.36,18.95,0.6080510416666667,378.44,1350.07,0.7610051986919205 -1983-08-04,0.0,21.060000000000002,0.6078891203703704,361.29,1752.8,0.7068796511320401 -1983-08-05,0.0,19.055,0.6042853009259259,454.94,1302.71,0.6700742787913213 -1983-08-06,12.83,21.89,0.6039916666666666,303.77,1797.69,0.6495065707185667 -1983-08-07,0.0,19.84,0.6002854166666667,414.59,1472.83,0.6354339283529977 -1983-08-08,6.81,20.665,0.5999998842592592,287.97,1661.06,0.6354339283529977 -1983-08-09,8.02,17.575,0.5962851851851851,260.32,1443.86,0.6007935779146741 -1983-08-10,0.0,13.955000000000002,0.5959997685185184,346.29,1152.02,0.5748133150859315 -1983-08-11,0.0,11.95,0.5920523148148148,456.21,821.37,0.5380079427452128 -1983-08-12,0.0,13.445,0.591992824074074,398.17,1021.62,0.5022850813556916 -1983-08-13,0.0,13.125,0.5880002314814815,490.17,781.07,0.4643971980637752 -1983-08-14,0.0,16.145,0.5879922453703703,480.89,933.95,0.43733442428383484 -1983-08-15,0.0,18.92,0.5840005787037037,443.72,1264.9,0.4221792709670683 -1983-08-16,0.0,21.34,0.5835359953703704,406.51,1573.53,0.4016115628943137 -1983-08-17,1.59,20.475,0.5800003472222222,315.89,1698.8,0.3864564095775472 -1983-08-18,6.22,20.185000000000002,0.5787818287037036,236.04,1721.46,0.3767138110167687 -1983-08-19,2.97,19.259999999999998,0.5760005787037037,269.42,1647.16,0.3669712124559901 -1983-08-20,0.0,19.77,0.5738478009259259,370.76,1538.6,0.3485685262856308 -1983-08-21,0.0,17.055,0.5719994212962963,313.43,1405.97,0.30093804443293587 -1983-08-22,1.77,12.26,0.5680513888888888,296.75,1027.08,0.30093804443293587 -1983-08-23,0.0,13.73,0.5679997685185185,287.25,1196.23,0.292277956823355 -1983-08-24,0.0,12.18,0.5639996527777777,448.12,799.73,0.2760402925553908 -1983-08-25,0.0,16.645,0.5639916666666667,436.96,1076.46,0.272792759701798 -1983-08-26,3.65,17.525,0.56,346.8,1322.97,0.2608851392386243 -1983-08-27,9.03,18.66,0.558330324074074,257.12,1474.86,0.26413267209221714 -1983-08-28,5.81,17.240000000000002,0.5560002314814815,305.18,1253.19,0.26413267209221714 -1983-08-29,0.0,17.55,0.5520519675925926,352.47,1348.21,0.2608851392386243 -1983-08-30,7.46,17.265,0.5520004629629629,188.51,1536.33,0.26846271589700754 -1983-08-31,13.09,14.924999999999999,0.5479999999999999,121.22,1443.65,0.272792759701798 -1983-09-01,6.62,14.725000000000001,0.5479921296296296,155.84,1368.12,0.26846271589700754 -1983-09-02,5.22,14.97,0.5439997685185185,315.03,1014.64,0.26846271589700754 -1983-09-03,12.59,18.189999999999998,0.540794212962963,244.82,1445.66,0.3961990081383257 -1983-09-04,0.0,19.415,0.54,400.23,1340.34,0.3225882634568881 -1983-09-05,0.0,22.285,0.5359994212962963,346.84,1771.3,0.29660800062814546 -1983-09-06,0.0,22.865000000000002,0.5359994212962963,344.16,1830.56,0.28794791301856454 -1983-09-07,12.08,21.28,0.5319998842592593,223.41,1807.28,0.29660800062814546 -1983-09-08,0.0,15.399999999999999,0.5298482638888888,316.8,1235.23,0.3139281758473072 -1983-09-09,2.34,12.86,0.5279998842592593,319.8,985.41,0.30526808823772633 -1983-09-10,2.72,17.14,0.5240002314814816,225.99,1435.23,0.3095981320425168 -1983-09-11,3.24,17.105,0.5240002314814816,303.82,1220.99,0.3182582196520977 -1983-09-12,0.0,14.55,0.520000462962963,389.95,965.62,0.3269183072616786 -1983-09-13,0.0,10.870000000000001,0.5183310185185186,369.72,813.84,0.3139281758473072 -1983-09-14,0.0,7.449999999999999,0.5159998842592592,403.5,583.29,0.30093804443293587 -1983-09-15,0.0,7.495,0.511999537037037,397.56,595.17,0.28794791301856454 -1983-09-16,0.0,6.6899999999999995,0.511999537037037,399.66,547.58,0.2803703363601813 -1983-09-17,6.41,8.27,0.5079996527777778,246.24,729.01,0.2760402925553908 -1983-09-18,4.79,10.705,0.5067805555555556,163.47,1010.54,0.28470038016497173 -1983-09-19,2.75,14.485,0.503999537037037,248.22,1159.42,0.28470038016497173 -1983-09-20,0.0,15.25,0.4999997685185186,354.8,1056.77,0.2803703363601813 -1983-09-21,1.06,19.255000000000003,0.4999997685185186,339.03,1365.98,0.28470038016497173 -1983-09-22,20.44,16.615,0.4959997685185185,225.27,1282.51,0.3669712124559901 -1983-09-23,18.77,9.549999999999999,0.49366840277777774,243.95,764.66,0.43733442428383484 -1983-09-24,0.01,7.875,0.4919994212962963,343.25,640.0,0.4167667162110803 -1983-09-25,0.0,7.844999999999999,0.48800034722222224,372.24,569.03,0.4059416066991042 -1983-09-26,0.11,8.555,0.48800034722222224,333.54,675.76,0.4016115628943137 -1983-09-27,1.29,11.17,0.4840002314814815,254.07,948.77,0.3961990081383257 -1983-09-28,0.0,8.06,0.48167002314814816,331.34,642.94,0.3767138110167687 -1983-09-29,0.0,8.835,0.4800005787037037,370.61,560.0,0.37238376721197824 -1983-09-30,0.0,12.525,0.4760001157407408,330.92,833.73,0.3669712124559901 -1983-10-01,0.0,16.505000000000003,0.4760001157407408,299.09,1172.85,0.3626411686511997 -1983-10-02,0.0,17.585,0.4719996527777777,263.69,1351.98,0.35614610294401405 -1983-10-03,0.17,16.78,0.4701513888888889,271.02,1254.12,0.3485685262856308 -1983-10-04,7.05,11.82,0.46799976851851854,189.98,942.39,0.33882592772485226 -1983-10-05,18.65,6.654999999999999,0.463999537037037,123.83,782.49,0.35831112484640926 -1983-10-06,21.33,8.505,0.463999537037037,123.12,896.8,0.4947075046973083 -1983-10-07,4.25,7.635,0.46,160.11,772.62,0.4892949499413202 -1983-10-08,2.76,5.970000000000001,0.45920532407407405,181.96,658.65,0.4957900156485059 -1983-10-09,1.48,5.155,0.45599953703703705,154.64,688.48,0.5044501032580868 -1983-10-10,0.0,3.0549999999999997,0.45200810185185186,291.22,440.21,0.5087801470628772 -1983-10-11,0.0,4.504999999999999,0.452,318.0,440.0,0.5141927018188653 -1983-10-12,0.38,7.46,0.4480001157407407,291.84,595.9,0.5109451689652724 -1983-10-13,7.96,13.23,0.4480001157407407,130.1,1186.07,0.5423379865500033 -1983-10-14,3.66,14.17,0.4440001157407408,127.35,1268.76,0.5726482931835363 -1983-10-15,2.28,8.25,0.44166932870370373,195.2,790.69,0.5639882055739553 -1983-10-16,0.0,4.275,0.4400003472222222,194.83,614.39,0.545585519403596 -1983-10-17,0.0,4.315,0.43611064814814815,233.11,560.91,0.5520805851107816 -1983-10-18,0.0,7.1850000000000005,0.43600011574074077,177.01,784.44,0.540172964647608 -1983-10-19,0.0,2.33,0.43200000000000005,248.75,457.95,0.5141927018188653 -1983-10-20,0.0,-0.16500000000000004,0.43194837962962956,224.57,412.97,0.4947075046973083 -1983-10-21,0.0,-0.895,0.428,250.47,360.02,0.4784698404293441 -1983-10-22,0.0,0.16500000000000004,0.4261517361111111,274.64,347.0,0.4687272418685657 -1983-10-23,0.0,1.7850000000000001,0.42400011574074076,282.89,360.0,0.4579021323565895 -1983-10-24,0.0,3.275,0.42121863425925926,258.98,440.3,0.44707702284461337 -1983-10-25,0.0,1.5300000000000002,0.41999976851851856,243.05,427.8,0.4362519133326373 -1983-10-26,0.0,-1.8250000000000002,0.4164640046296296,221.54,355.33,0.4243442928694635 -1983-10-27,0.0,0.18000000000000016,0.4159996527777778,209.88,418.66,0.41568420525988264 -1983-10-28,0.53,1.335,0.4121109953703704,205.53,444.07,0.40918913955269703 -1983-10-29,2.16,1.9349999999999998,0.41200046296296294,143.01,542.43,0.40485909574790657 -1983-10-30,0.38,-0.19500000000000006,0.4080084490740741,158.18,460.08,0.3972815190895233 -1983-10-31,0.0,2.1399999999999997,0.40794895833333333,197.78,499.99,0.3907864533823376 -1983-11-01,0.0,4.06,0.40399999999999997,248.41,442.86,0.3821263657727567 -1983-11-02,0.27,4.784999999999999,0.4037145833333334,240.71,477.2,0.37887883291916397 -1983-11-03,11.75,5.4750000000000005,0.40000023148148145,127.02,653.73,0.3994465409919185 -1983-11-04,17.93,1.6,0.39971435185185183,92.91,554.51,0.540172964647608 -1983-11-05,8.63,-1.4449999999999998,0.3960082175925926,116.55,418.64,0.5477505413059912 -1983-11-06,9.91,0.775,0.39571446759259266,73.8,555.85,0.643011505011381 -1983-11-07,4.06,2.1999999999999997,0.3921108796296296,82.52,594.94,0.7274473592047948 -1983-11-08,0.0,2.6850000000000005,0.3919487268518519,178.08,519.56,0.7804903958134776 -1983-11-09,0.0,4.17,0.3884644675925926,144.78,635.38,0.8162132572029988 -1983-11-10,0.71,0.5349999999999999,0.38799999999999996,165.57,453.63,0.8465235638365318 -1983-11-11,15.6,1.4899999999999998,0.3848466435185185,64.96,594.9,0.9363719727859338 -1983-11-12,10.64,1.3450000000000002,0.3840003472222222,78.95,563.03,1.2015871558293483 -1983-11-13,3.07,-4.87,0.38166932870370374,124.58,315.56,1.3531386889970138 -1983-11-14,0.0,-6.825,0.3799997685185186,171.64,265.07,1.461389784116775 -1983-11-15,0.0,-6.11,0.37920590277777777,210.49,240.0,1.5046902221646794 -1983-11-16,20.16,-3.6500000000000004,0.37611087962962964,158.88,289.5,1.5588157697245602 -1983-11-17,13.89,0.7949999999999999,0.3759486111111111,96.26,519.77,1.7861430694760585 -1983-11-18,2.15,-1.88,0.37321898148148147,116.47,425.56,1.829443507523963 -1983-11-19,0.0,-5.1899999999999995,0.3719998842592593,154.23,310.2,1.829443507523963 -1983-11-20,0.3,-4.5249999999999995,0.37120578703703705,147.57,335.03,1.8402686170359388 -1983-11-21,19.94,-2.4349999999999996,0.3684645833333333,95.31,422.4,1.8835690550838433 -1983-11-22,16.43,-0.30000000000000004,0.3680003472222222,46.79,553.9,1.9701699311796523 -1983-11-23,0.0,0.18999999999999995,0.36615196759259255,70.62,556.33,1.9485197121557 -1983-11-24,4.77,0.08000000000000007,0.3644642361111111,68.97,552.21,1.9593448216676759 -1983-11-25,30.34,0.8800000000000001,0.36400011574074076,62.91,575.02,2.457299859218577 -1983-11-26,24.83,-1.88,0.3621513888888889,79.44,455.58,3.788788329191639 -1983-11-27,0.0,-2.9,0.3604638888888889,71.79,443.3,4.124366724062899 -1983-11-28,0.3,-3.9050000000000002,0.3599998842592593,131.69,368.37,4.319218695278469 -1983-11-29,11.88,-4.364999999999999,0.35920578703703704,124.67,330.12,4.416644680886253 -1983-11-30,8.87,-1.415,0.3572189814814815,63.91,480.67,4.449120009422182 -1983-12-01,1.71,-2.125,0.35611041666666665,106.37,441.95,4.330043804790445 -1983-12-02,0.04,-5.02,0.3559483796296296,160.9,319.61,4.167667162110803 -1983-12-03,1.7,-6.73,0.3546476851851852,178.81,261.74,3.9511649718712807 -1983-12-04,0.04,-13.4,0.35321898148148145,209.28,120.0,3.713012562607806 -1983-12-05,3.44,-9.045,0.35211030092592593,133.65,219.01,3.518160591392236 -1983-12-06,11.19,-3.6750000000000003,0.35199988425925927,111.0,360.0,3.3557839487125944 -1983-12-07,28.26,-1.0599999999999998,0.35171423611111113,136.21,397.06,3.593936357976069 -1983-12-08,3.75,-9.36,0.3506474537037037,125.27,236.99,3.6697121245599016 -1983-12-09,0.38,-10.860000000000001,0.34966921296296294,190.8,160.13,3.572286138952117 -1983-12-10,1.53,-7.76,0.3488465277777778,180.59,211.34,3.474860153344332 -1983-12-11,0.56,-16.715,0.3481105324074074,198.84,83.99,3.3341337296886424 -1983-12-12,0.7,-14.07,0.3480079861111111,199.24,120.0,3.2258826345688814 -1983-12-13,16.49,-4.66,0.34794849537037037,134.24,287.07,3.2042324155449293 -1983-12-14,20.54,-1.615,0.34771435185185184,87.17,443.63,3.323308620176666 -1983-12-15,6.21,0.56,0.3472057870370371,81.33,541.37,3.399084386760499 -1983-12-16,0.0,-0.9049999999999999,0.3466476851851852,101.47,485.77,3.4423848248084035 -1983-12-17,0.05,-4.625,0.3466476851851852,137.82,339.6,3.4423848248084035 -1983-12-18,0.1,-13.274999999999999,0.3461518518518519,187.34,134.89,3.3666090582245705 -1983-12-19,1.27,-17.5,0.3461518518518519,155.02,119.59,3.3016584011527144 -1983-12-20,0.0,-23.535,0.3456693287037037,181.62,55.05,3.1609319774970244 -1983-12-21,0.0,-21.87,0.3456693287037037,177.02,80.0,2.9769051157934308 -1983-12-22,7.46,-16.93,0.3461518518518519,183.9,80.0,2.8145284731137887 -1983-12-23,11.54,-11.365,0.3461518518518519,135.07,160.0,2.6738020494580996 -1983-12-24,0.0,-13.579999999999998,0.3461518518518519,156.26,160.0,2.543900735314386 -1983-12-25,0.0,-21.495,0.3466476851851852,187.68,79.93,2.435649640194625 -1983-12-26,0.0,-19.99,0.3472057870370371,193.09,80.0,2.3057483260509115 -1983-12-27,0.0,-12.379999999999999,0.34771435185185184,144.32,164.11,2.1866721214191744 -1983-12-28,14.36,-10.285,0.34794849537037037,146.09,158.98,2.0892461358113894 -1983-12-29,12.35,-5.065,0.34800000000000003,120.68,286.14,1.9918201502036044 -1983-12-30,0.59,-14.184999999999999,0.3480079861111111,201.92,99.24,1.9160443836197718 -1983-12-31,0.0,-13.010000000000002,0.3484641203703704,170.25,147.6,1.8186183980119868 -1984-01-01,0.0,-14.645,0.34921886574074074,158.17,120.13,1.7320175219161775 -1984-01-02,2.17,-19.560000000000002,0.35015162037037034,175.03,57.78,1.6237664267964167 -1984-01-03,0.18,-13.875,0.35120578703703703,180.8,120.0,1.537165550700608 -1984-01-04,0.0,-5.7,0.3519482638888889,134.13,277.84,1.4830400031407271 -1984-01-05,0.24,-3.695,0.35200787037037035,85.77,374.68,1.4072642365568944 -1984-01-06,1.69,-3.105,0.35284641203703704,85.85,389.89,1.3314884699730618 -1984-01-07,2.07,-4.495,0.3541518518518519,100.32,332.45,1.277362922413181 -1984-01-08,2.11,-15.399999999999999,0.35571446759259256,144.55,120.0,1.2124122653413245 -1984-01-09,1.57,-15.655,0.35600000000000004,98.46,136.36,1.1366364987574917 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-1984-11-29,9.32,3.535,0.3572189814814815,123.63,569.71,0.6105361764754527 -1984-11-30,6.36,3.78,0.35611041666666665,65.81,682.43,0.7177047606440161 -1984-12-01,1.41,0.995,0.3559483796296296,94.34,549.63,0.7371899577655732 -1984-12-02,3.0,-0.755,0.3546476851851852,58.12,506.86,0.754510132984735 -1984-12-03,5.46,-4.635,0.35321898148148145,109.41,324.42,0.7707477972526992 -1984-12-04,5.83,-3.04,0.35211030092592593,76.29,411.1,0.8021406148374299 -1984-12-05,0.0,-7.92,0.35199988425925927,153.52,240.0,0.7859029505694657 -1984-12-06,21.45,-11.27,0.35171423611111113,125.35,178.84,0.793480527227849 -1984-12-07,10.4,-11.51,0.3506474537037037,113.21,189.23,0.8097181914958131 -1984-12-08,3.69,-14.049999999999999,0.34966921296296294,162.96,120.0,0.8421935200317415 -1984-12-09,0.0,-8.385,0.3488465277777778,172.5,217.38,0.8097181914958131 -1984-12-10,0.0,-6.029999999999999,0.3481105324074074,185.14,247.39,0.8021406148374299 -1984-12-11,0.23,-1.355,0.3480079861111111,126.09,440.0,0.8021406148374299 -1984-12-12,0.0,-0.93,0.34794849537037037,96.36,478.52,0.8021406148374299 -1984-12-13,1.09,0.4950000000000001,0.34771435185185184,109.55,523.23,0.8021406148374299 -1984-12-14,0.0,-9.11,0.3472057870370371,182.25,196.84,0.7859029505694657 -1984-12-15,0.0,-11.3,0.3466476851851852,152.25,187.44,0.8021406148374299 -1984-12-16,0.6,-6.38,0.3466476851851852,195.65,184.7,0.7859029505694657 -1984-12-17,0.0,1.355,0.3461518518518519,153.32,483.85,0.7707477972526992 -1984-12-18,5.14,-2.875,0.3461518518518519,94.92,387.02,0.7620877096431182 -1984-12-19,4.07,-9.395,0.3456693287037037,103.74,226.48,0.7620877096431182 -1984-12-20,4.35,-8.094999999999999,0.3456693287037037,115.83,238.16,0.7620877096431182 -1984-12-21,3.54,-12.535,0.3461518518518519,144.33,151.06,0.7469325563263517 -1984-12-22,6.16,-13.035,0.3461518518518519,147.36,120.0,0.7306948920583874 -1984-12-23,1.8,-7.52,0.3461518518518519,156.75,239.28,0.7252823373023994 -1984-12-24,0.65,-7.645,0.3466476851851852,184.81,199.97,0.7198697825464114 -1984-12-25,0.69,-9.155,0.3472057870370371,164.47,202.49,0.7177047606440161 -1984-12-26,0.0,-17.995,0.34771435185185184,167.26,98.71,0.7036321182784472 -1984-12-27,0.0,-23.605,0.34794849537037037,195.03,40.0,0.6928070087664712 -1984-12-28,6.05,-17.17,0.34800000000000003,137.82,94.18,0.681981899254495 -1984-12-29,4.45,-9.045,0.3480079861111111,139.01,194.51,0.6711567897425189 -1984-12-30,0.0,-10.76,0.3484641203703704,162.5,180.71,0.6549191254745548 -1984-12-31,2.23,-9.9,0.3482361111111111,150.75,187.61,0.6386814612065905 -1985-01-01,7.15,-16.605,0.34921886574074074,134.64,101.0,0.6224437969386264 -1985-01-02,6.72,-13.365,0.35015162037037034,126.25,143.54,0.6116186874266503 -1985-01-03,0.0,-14.15,0.35120578703703703,164.54,129.93,0.5953810231586861 -1985-01-04,2.13,-11.58,0.3519482638888889,143.21,160.0,0.58455591364671 -1985-01-05,3.27,-11.42,0.35200787037037035,119.26,183.74,0.5737308041347339 -1985-01-06,0.0,-17.475,0.35284641203703704,143.09,119.83,0.5629056946227577 -1985-01-07,0.0,-20.285,0.3541518518518519,174.77,80.0,0.5520805851107816 -1985-01-08,0.02,-19.535,0.35571446759259256,171.27,80.0,0.5412554755988056 -1985-01-09,0.0,-18.525,0.35600000000000004,129.92,120.0,0.5304303660868295 -1985-01-10,0.0,-15.920000000000002,0.3564643518518519,112.06,143.76,0.5141927018188653 -1985-01-11,0.0,-16.240000000000002,0.35815185185185183,164.6,120.0,0.5087801470628772 -1985-01-12,0.0,-16.97,0.3599482638888889,164.51,120.0,0.4925424827949131 -1985-01-13,0.0,-16.285,0.36000787037037035,187.18,120.0,0.48171737328293696 -1985-01-14,0.19,-12.905000000000001,0.36121863425925926,177.98,160.0,0.47089226377096083 -1985-01-15,1.23,-10.155000000000001,0.3637142361111111,167.55,201.25,0.4600671542589847 -1985-01-16,0.0,-16.4,0.36400011574074076,167.51,119.79,0.44924204474700863 -1985-01-17,0.0,-21.22,0.36521898148148146,182.11,80.0,0.4384169352350325 -1985-01-18,0.0,-20.845,0.36771435185185186,231.74,53.53,0.4275918257230564 -1985-01-19,0.02,-18.175,0.3680083333333333,244.07,80.0,0.4167667162110803 -1985-01-20,4.55,-13.475,0.3696696759259259,140.58,147.86,0.40052905194311617 -1985-01-21,1.92,-17.235,0.3719483796296296,177.99,113.78,0.38970394243114004 -1985-01-22,0.0,-17.84,0.37211041666666667,236.35,80.0,0.37887883291916397 -1985-01-23,0.0,-11.425,0.3746479166666667,134.06,200.03,0.3680537234071878 -1985-01-24,0.0,-11.504999999999999,0.3760002314814815,177.86,184.92,0.3518160591392236 -1985-01-25,0.0,-16.48,0.3772188657407407,260.13,80.0,0.32475328535928333 -1985-01-26,0.0,-15.24,0.3799997685185186,223.67,120.0,0.30310306633533113 -1985-01-27,0.0,-14.465,0.3804640046296296,214.06,120.0,0.2814528473113789 -1985-01-28,0.0,-14.440000000000001,0.383714699074074,252.3,120.0,0.2598026282874267 -1985-01-29,0.0,-14.36,0.38400833333333334,253.32,119.61,0.23273985450748638 -1985-01-30,0.0,-14.719999999999999,0.3866476851851852,252.46,120.0,0.2165021902395222 -1985-01-31,0.02,-17.37,0.38799999999999996,287.43,80.0,0.21108963548353415 -1985-02-01,3.54,-12.855,0.3901519675925926,204.89,125.3,0.20026452597155808 -1985-02-02,2.31,-9.01,0.39200034722222227,168.94,226.15,0.19485197121557002 -1985-02-03,0.0,-14.790000000000001,0.3936696759259259,240.02,120.07,0.21108963548353415 -1985-02-04,0.0,-20.44,0.39600023148148145,299.27,43.82,0.2165021902395222 -1985-02-05,0.0,-23.355,0.3972188657407407,303.0,40.0,0.21108963548353415 -1985-02-06,0.0,-23.52,0.40000023148148145,297.35,40.0,0.21108963548353415 -1985-02-07,0.02,-21.66,0.4012189814814815,273.99,61.15,0.21108963548353415 -1985-02-08,2.68,-17.775,0.40399999999999997,239.79,80.0,0.21108963548353415 -1985-02-09,1.31,-9.835,0.40521898148148144,259.59,160.0,0.21108963548353415 -1985-02-10,0.0,-5.23,0.4080003472222223,149.19,331.78,0.20567708072754615 -1985-02-11,0.0,-5.404999999999999,0.40966990740740744,248.7,280.0,0.20567708072754615 -1985-02-12,0.0,-7.635000000000001,0.41200046296296294,328.76,160.0,0.20567708072754615 -1985-02-13,12.29,-1.7250000000000003,0.41464768518518513,141.07,409.89,0.2165021902395222 -1985-02-14,9.11,-0.09000000000000008,0.4159996527777778,88.53,521.51,0.23815240926347445 -1985-02-15,1.99,-3.895,0.419205324074074,190.91,334.83,0.292277956823355 -1985-02-16,1.7,-6.035,0.41999976851851856,196.86,287.94,0.29769051157934306 -1985-02-17,0.1,-10.174999999999999,0.42400011574074076,333.35,159.66,0.29769051157934306 -1985-02-18,0.94,-8.055,0.42400011574074076,234.86,240.0,0.30310306633533113 -1985-02-19,3.26,-12.585,0.428,272.89,120.0,0.3085156210913192 -1985-02-20,3.04,-10.44,0.42846388888888887,224.55,181.42,0.3085156210913192 -1985-02-21,0.23,-14.475000000000001,0.43200000000000005,380.73,80.0,0.3139281758473072 -1985-02-22,3.81,-6.555,0.4336695601851852,260.02,200.0,0.31934073060329526 -1985-02-23,3.36,-0.845,0.43600011574074077,119.11,480.29,0.31934073060329526 -1985-02-24,14.11,-2.315,0.4399488425925926,87.04,450.35,0.32475328535928333 -1985-02-25,14.94,-6.03,0.4400003472222222,141.22,308.37,0.3464035043832356 -1985-02-26,0.0,-9.355,0.4440001157407408,403.11,139.41,0.3680537234071878 -1985-02-27,2.75,-2.02,0.4440081018518519,207.81,393.01,0.38970394243114004 -1985-02-28,2.09,-10.71,0.4480001157407407,367.74,121.23,0.37887883291916397 -1985-03-01,0.06,-7.395,0.4501516203703704,387.5,199.52,0.37887883291916397 -1985-03-02,3.06,1.13,0.452,154.08,552.51,0.37346627816317585 -1985-03-03,0.0,-10.165,0.45599953703703705,334.6,185.46,0.37346627816317585 -1985-03-04,1.66,-18.475,0.45599953703703705,357.15,80.0,0.3680537234071878 -1985-03-05,8.55,-15.73,0.46,203.69,120.0,0.3626411686511997 -1985-03-06,0.0,-17.06,0.4604638888888889,433.48,80.0,0.40052905194311617 -1985-03-07,0.47,-14.945,0.463999537037037,454.65,80.0,0.39511649718712805 -1985-03-08,3.54,-3.75,0.46799976851851854,181.1,362.6,0.39511649718712805 -1985-03-09,0.0,-5.494999999999999,0.46799976851851854,430.85,238.46,0.38970394243114004 -1985-03-10,0.0,-2.3399999999999994,0.4719996527777777,439.57,280.19,0.384291387675152 -1985-03-11,0.03,-0.7949999999999999,0.4719996527777777,454.47,303.99,0.384291387675152 -1985-03-12,16.9,1.1050000000000002,0.4760001157407408,230.36,480.83,0.37887883291916397 -1985-03-13,11.89,1.0699999999999998,0.4800005787037037,97.53,593.71,0.4113541614550923 -1985-03-14,4.33,0.41000000000000003,0.4800005787037037,99.88,560.45,0.4546545995029967 -1985-03-15,1.91,-3.1399999999999997,0.4840002314814815,222.55,390.42,0.7577576658383279 -1985-03-16,0.0,-9.38,0.4840002314814815,358.93,204.88,0.8118832133982083 -1985-03-17,0.0,-9.96,0.48800034722222224,409.4,183.98,0.8064706586422203 -1985-03-18,0.0,-11.215,0.4919994212962963,419.08,160.0,0.8010581038862323 -1985-03-19,0.0,-12.675,0.4919994212962963,529.52,80.04,0.8010581038862323 -1985-03-20,0.06,-2.14,0.4959997685185185,391.63,347.07,0.7956455491302442 -1985-03-21,0.0,-10.515,0.4959997685185185,401.74,182.56,0.8118832133982083 -1985-03-22,0.0,-8.435,0.4999997685185186,466.01,195.42,0.8227083229101846 -1985-03-23,0.0,-2.8999999999999995,0.503999537037037,450.92,310.87,0.8335334324221606 -1985-03-24,0.0,-4.03,0.503999537037037,386.76,312.17,0.8443585419341366 -1985-03-25,0.0,-7.06,0.5079996527777778,387.29,250.34,0.8227083229101846 -1985-03-26,0.0,-6.915,0.5079996527777778,397.87,245.32,0.8118832133982083 -1985-03-27,0.97,-4.555,0.511999537037037,515.83,230.26,0.7902329943742561 -1985-03-28,2.54,1.9,0.5159998842592592,303.19,515.91,0.768582775350304 -1985-03-29,0.46,3.7649999999999997,0.5159998842592592,346.14,600.0,0.7469325563263517 -1985-03-30,0.0,1.8450000000000002,0.520000462962963,313.85,543.88,0.7274473592047948 -1985-03-31,0.03,-5.085,0.520000462962963,457.79,272.97,0.7241998263512018 -1985-04-01,3.62,-4.2250000000000005,0.5240002314814816,248.54,339.84,0.7382724687167708 -1985-04-02,2.87,-3.915,0.5279998842592593,305.98,320.16,0.7566751548871301 -1985-04-03,1.59,-1.0950000000000002,0.5279998842592593,317.82,440.05,0.7675002643991063 -1985-04-04,2.77,0.72,0.5319998842592593,227.39,526.26,0.7750778410574897 -1985-04-05,3.25,-2.06,0.5319998842592593,342.84,378.17,0.7804903958134776 -1985-04-06,6.04,2.04,0.5359994212962963,275.1,556.42,0.8237908338613822 -1985-04-07,2.64,1.9150000000000003,0.5395353009259259,242.49,575.01,0.8692562938116817 -1985-04-08,0.0,0.17499999999999982,0.54,458.57,440.67,0.8854939580796459 -1985-04-09,0.0,-4.5,0.5439997685185185,530.97,279.77,0.9103917099571911 -1985-04-10,0.01,-6.194999999999999,0.5439997685185185,569.41,239.96,0.9363719727859338 -1985-04-11,0.96,-2.035,0.5479999999999999,501.76,360.0,0.9634347465658739 -1985-04-12,0.0,-5.56,0.5498481481481481,540.07,254.57,0.9775073889314428 -1985-04-13,0.0,-7.335,0.5520004629629629,494.63,239.36,0.9796724108338379 -1985-04-14,0.41,-7.4,0.5559922453703704,598.43,177.73,0.9883324984434189 -1985-04-15,9.4,1.295,0.5560002314814815,394.47,440.16,1.0392105131497067 -1985-04-16,7.61,8.12,0.56,362.41,745.63,1.2448875938772528 -1985-04-17,2.33,-3.8550000000000004,0.5600517361111111,477.26,280.59,1.6237664267964167 -1985-04-18,0.0,-3.87,0.5639996527777777,573.19,273.28,1.851093726547915 -1985-04-19,0.0,1.63,0.5663305555555556,480.66,479.93,2.0892461358113894 -1985-04-20,0.0,2.225,0.5679997685185185,600.27,403.56,2.359873873610792 -1985-04-21,0.0,2.5450000000000004,0.5715351851851852,604.94,405.2,2.72792759701798 -1985-04-22,0.0,2.435,0.5719994212962963,619.21,374.05,3.1284566489610963 -1985-04-23,0.0,2.1399999999999997,0.5760005787037037,598.94,398.28,3.561461029440141 -1985-04-24,0.0,2.24,0.5760005787037037,623.82,361.38,4.026940738455114 -1985-04-25,0.0,4.795,0.5800003472222222,635.44,389.67,4.557371104541943 -1985-04-26,0.0,8.92,0.5807946759259259,611.12,560.22,5.250178113308414 -1985-04-27,0.0,7.01,0.5840005787037037,616.78,484.05,6.48424059767369 -1985-04-28,0.03,7.1,0.5853530092592593,592.5,528.02,7.20952293497609 -1985-04-29,0.0,7.275,0.5880002314814815,475.79,690.35,7.577576658383278 -1985-04-30,0.32,5.965,0.5903311342592593,520.95,584.57,7.761603520086872 -1985-05-01,1.66,7.385,0.5920008101851852,395.93,751.34,7.880679724718609 -1985-05-02,0.0,4.0,0.5943310185185184,590.02,437.57,7.869854615206632 -1985-05-03,0.0,4.385,0.5959997685185184,505.3,537.74,7.675002643991063 -1985-05-04,0.0,2.2100000000000004,0.5987809027777777,539.42,436.37,7.393549796679685 -1985-05-05,0.0,3.4250000000000003,0.5999998842592592,554.52,451.69,7.090446730344353 -1985-05-06,0.0,4.42,0.6027810185185185,630.22,362.44,6.798168773520998 -1985-05-07,3.7,7.185,0.6039996527777778,398.52,641.22,6.311038845482074 -1985-05-08,4.13,3.6900000000000004,0.6063304398148148,305.42,572.06,5.7806084793952435 -1985-05-09,0.72,2.895,0.6079995370370371,537.61,428.15,5.380079427452127 -1985-05-10,4.24,11.075000000000001,0.6098476851851852,398.73,802.71,5.055326142092844 -1985-05-11,0.57,9.55,0.6120002314814815,509.67,698.02,4.795523513805417 -1985-05-12,7.05,6.58,0.6133524305555556,304.67,690.93,4.568196214053919 -1985-05-13,14.63,5.825,0.6159914351851852,187.78,761.54,4.48159533795811 -1985-05-14,13.26,6.875,0.6162851851851852,391.67,639.85,4.665622199661704 -1985-05-15,0.0,6.819999999999999,0.6195356481481481,614.21,469.19,4.557371104541943 -1985-05-16,1.49,9.685,0.6199998842592592,606.61,493.34,4.449120009422182 -1985-05-17,4.55,13.74,0.6227818287037037,335.07,1068.45,4.330043804790445 -1985-05-18,6.57,11.684999999999999,0.6240006944444445,226.06,1086.7,4.146016943086851 -1985-05-19,7.09,9.61,0.6253526620370371,304.69,848.36,4.113541614550923 -1985-05-20,1.88,11.235,0.6278895833333333,502.47,714.94,3.9836403004072087 -1985-05-21,1.41,14.365,0.6280518518518519,456.05,1025.69,3.8537389862634956 -1985-05-22,0.0,11.26,0.6303303240740741,523.76,781.57,3.713012562607806 -1985-05-23,0.66,9.765,0.6319916666666667,584.51,559.6,3.5398108104161885 -1985-05-24,0.98,11.415,0.6322856481481481,562.59,630.02,3.3774341677365465 -1985-05-25,4.21,13.295,0.6347809027777778,404.42,913.2,3.2042324155449293 -1985-05-26,3.71,9.680000000000001,0.6360001157407408,423.83,673.17,3.0202055538413353 -1985-05-27,7.12,7.435,0.6362856481481481,324.05,707.31,2.9552548967694783 -1985-05-28,2.44,9.8,0.6387810185185185,374.18,857.13,2.9119544587215738 -1985-05-29,0.0,8.700000000000001,0.6399917824074074,616.36,459.12,2.7820531445778607 -1985-05-30,0.49,14.344999999999999,0.6400512731481481,559.14,749.25,2.6521518304341467 -1985-05-31,1.77,16.240000000000002,0.6418483796296296,464.75,1065.86,2.522250516290434 -1985-06-01,5.52,16.27,0.6435354166666667,230.65,1416.86,2.424824530682649 -1985-06-02,2.08,16.384999999999998,0.6439998842592592,378.04,1257.86,2.33822365458684 -1985-06-03,0.0,17.23,0.6442856481481481,426.86,1271.05,2.219147449955103 -1985-06-04,0.0,10.985,0.6458482638888889,536.92,651.91,2.0784210262994134 -1985-06-05,2.07,8.835,0.6471538194444444,508.92,551.72,1.9593448216676759 -1985-06-06,8.23,10.31,0.6479927083333333,243.42,935.39,1.8943941645958196 -1985-06-07,4.0,11.594999999999999,0.6480521990740741,471.23,736.2,1.8402686170359388 -1985-06-08,0.0,13.524999999999999,0.6487947916666666,559.95,666.36,1.7753179599640823 -1985-06-09,1.25,16.74,0.6498487268518519,468.17,1031.41,1.7103673028922255 -1985-06-10,5.37,16.825,0.6507814814814814,244.61,1409.36,1.656241755332345 -1985-06-11,0.45,11.415000000000001,0.6515357638888889,375.7,924.67,1.5588157697245602 -1985-06-12,0.33,9.16,0.6519921296296297,372.79,796.66,1.4938651126527034 -1985-06-13,10.0,9.649999999999999,0.6520001157407407,149.11,1001.6,1.4289144555808466 -1985-06-14,11.6,9.615,0.6520517361111111,288.91,816.46,1.4289144555808466 -1985-06-15,1.26,12.545,0.6522856481481482,425.19,880.27,1.3747889080209663 -1985-06-16,0.04,14.004999999999999,0.6527943287037037,480.69,870.97,1.3206633604610856 -1985-06-17,0.07,16.055,0.653352662037037,471.9,985.94,1.277362922413181 -1985-06-18,8.57,15.260000000000002,0.653848611111111,236.77,1291.94,1.2448875938772528 -1985-06-19,7.37,14.5,0.653848611111111,172.18,1348.08,1.2448875938772528 -1985-06-20,3.55,15.235,0.653848611111111,223.43,1339.63,1.2015871558293483 -1985-06-21,0.0,14.77,0.6543310185185185,390.9,1155.38,1.1474616082694677 -1985-06-22,0.0,15.985,0.6543310185185185,491.87,966.69,1.1041611702215632 -1985-06-23,3.13,16.560000000000002,0.653848611111111,377.53,1214.36,1.0706033307344374 -1985-06-24,8.95,16.7,0.653848611111111,195.71,1517.15,1.048953111710485 -1985-06-25,6.53,12.45,0.653352662037037,190.62,1176.97,0.9904975203458142 -1985-06-26,2.35,13.52,0.653352662037037,272.61,1205.87,0.9569396808586882 -1985-06-27,0.0,13.045,0.6527943287037037,502.85,820.57,0.9190517975667719 -1985-06-28,0.0,15.79,0.6522856481481482,376.77,1284.96,0.882246425226053 -1985-06-29,2.95,16.115000000000002,0.6520517361111111,307.56,1362.96,0.8584311842997057 -1985-06-30,2.64,16.94,0.6519921296296297,410.42,1206.62,0.8281208776661725 -1985-07-01,0.0,17.725,0.6518894675925926,525.3,963.51,0.7956455491302442 -1985-07-02,0.0,20.03,0.6511538194444445,478.85,1305.68,0.768582775350304 -1985-07-03,3.77,18.83,0.6503311342592593,313.43,1499.82,0.7620877096431182 -1985-07-04,2.91,18.845,0.6493528935185184,387.2,1413.03,0.7956455491302442 -1985-07-05,0.0,20.125,0.6482863425925927,482.39,1303.63,0.7902329943742561 -1985-07-06,10.85,21.625,0.6480008101851852,370.14,1655.59,0.7913155053254537 -1985-07-07,19.83,20.085,0.647890162037037,252.57,1743.87,0.8833289361772506 -1985-07-08,13.7,16.445,0.64678125,213.17,1476.58,1.0208078269793472 -1985-07-09,0.0,17.325,0.645352199074074,440.22,1307.51,1.007817695564976 -1985-07-10,21.92,19.005,0.6440515046296297,297.98,1532.85,1.1366364987574917 -1985-07-11,15.19,17.81,0.6438894675925926,236.63,1570.33,1.461389784116775 -1985-07-12,0.0,13.535,0.6427809027777778,489.87,921.03,1.4397395650928229 -1985-07-13,0.0,15.47,0.6407940972222222,500.18,984.15,1.461389784116775 -1985-07-14,3.46,18.085,0.6399997685185186,372.09,1363.06,1.461389784116775 -1985-07-15,15.83,20.685,0.6395354166666667,266.7,1767.65,1.5155153316766559 -1985-07-16,15.92,21.275,0.6378482638888888,250.56,1878.52,1.8727439455718675 -1985-07-17,0.0,19.29,0.6360001157407408,425.5,1472.84,2.0675959167874374 -1985-07-18,0.0,18.185,0.6355359953703703,475.86,1253.72,2.0892461358113894 -1985-07-19,0.9,18.77,0.6338483796296296,354.27,1549.41,2.035120588251509 -1985-07-20,2.84,19.965,0.6319996527777777,281.2,1728.56,1.9376946026437238 -1985-07-21,0.0,18.655,0.6315355324074073,412.97,1428.11,1.8402686170359388 -1985-07-22,4.62,18.55,0.6287943287037038,355.21,1419.32,1.7211924124042017 -1985-07-23,1.27,16.06,0.628,410.39,1193.66,1.5696408792365362 -1985-07-24,0.0,14.030000000000001,0.6267813657407407,481.89,926.64,1.4505646746047989 -1985-07-25,0.0,18.575,0.624052199074074,468.42,1259.54,1.3423135794850378 -1985-07-26,18.75,21.35,0.6238902777777778,337.4,1693.79,1.2990131414371333 -1985-07-27,19.81,17.9,0.6207944444444444,274.85,1441.44,1.75366774094013 -1985-07-28,0.04,13.42,0.6199998842592592,440.14,950.22,1.7861430694760585 -1985-07-29,6.22,16.965,0.6183303240740741,265.93,1373.84,1.829443507523963 -1985-07-30,5.3,17.62,0.615999537037037,230.31,1521.19,1.7969681789880345 -1985-07-31,4.68,13.525,0.6151532407407407,381.63,961.21,1.7320175219161775 -1985-08-01,10.85,14.280000000000001,0.6120002314814815,213.79,1277.04,1.75366774094013 -1985-08-02,0.0,13.985,0.6115356481481482,459.98,952.58,1.7103673028922255 -1985-08-03,0.0,16.5,0.6080510416666667,479.71,1058.03,1.6454166458203692 -1985-08-04,0.0,18.585,0.6078891203703704,474.25,1214.99,1.5696408792365362 -1985-08-05,0.0,20.380000000000003,0.6042853009259259,449.22,1418.74,1.4830400031407271 -1985-08-06,0.0,20.33,0.6039916666666666,457.72,1371.32,1.3964391270449183 -1985-08-07,0.0,20.669999999999998,0.6002854166666667,410.04,1553.38,1.3098382509491096 -1985-08-08,11.27,18.89,0.5999998842592592,233.17,1612.3,1.2448875938772528 -1985-08-09,0.0,17.085,0.5962851851851851,403.68,1269.54,1.16911182729342 -1985-08-10,0.0,16.845,0.5959997685185184,472.45,1033.93,1.0814284402464136 -1985-08-11,0.87,19.355,0.5920523148148148,412.3,1319.22,1.013230250320964 -1985-08-12,0.03,16.54,0.591992824074074,382.49,1258.76,0.9331244399323408 -1985-08-13,0.0,11.43,0.5880002314814815,423.17,824.52,0.8660087609580888 -1985-08-14,0.0,17.875,0.5879922453703703,407.45,1290.83,0.8216258119589868 -1985-08-15,5.24,21.21,0.5840005787037037,252.53,1821.28,0.7794078848622801 -1985-08-16,5.88,19.22,0.5835359953703704,226.8,1630.83,0.7588401767895254 -1985-08-17,0.0,15.345,0.5800003472222222,322.5,1264.16,0.6971370525712616 -1985-08-18,0.0,12.5,0.5787818287037036,456.18,800.23,0.643011505011381 -1985-08-19,0.82,14.96,0.5760005787037037,413.38,982.31,0.6116186874266503 -1985-08-20,2.69,16.78,0.5738478009259259,288.68,1353.55,0.5834734026955124 -1985-08-21,0.77,16.435000000000002,0.5719994212962963,294.2,1360.09,0.5574931398667697 -1985-08-22,0.0,13.31,0.5680513888888888,422.14,909.8,0.5304303660868295 -1985-08-23,3.29,13.04,0.5679997685185185,349.58,866.04,0.4979550375509011 -1985-08-24,3.21,14.79,0.5639996527777777,312.8,1086.11,0.48171737328293696 -1985-08-25,1.61,14.504999999999999,0.5639916666666667,359.05,1077.91,0.4600671542589847 -1985-08-26,0.01,15.120000000000001,0.56,222.88,1370.77,0.44382948999102056 -1985-08-27,6.64,16.875,0.558330324074074,132.65,1613.02,0.4330043804790444 -1985-08-28,4.84,17.68,0.5560002314814815,179.95,1586.04,0.44924204474700863 -1985-08-29,0.0,12.285,0.5520519675925926,405.78,866.37,0.4221792709670683 -1985-08-30,0.0,9.155,0.5520004629629629,428.38,647.83,0.40052905194311617 -1985-08-31,0.0,11.29,0.5479999999999999,392.61,810.32,0.384291387675152 -1985-09-01,0.0,11.270000000000001,0.5479921296296296,426.35,735.63,0.3680537234071878 -1985-09-02,1.55,13.52,0.5439997685185185,304.49,1059.09,0.3518160591392236 -1985-09-03,2.65,10.095,0.540794212962963,338.5,757.82,0.3464035043832356 -1985-09-04,7.28,11.39,0.54,162.12,1083.56,0.3464035043832356 -1985-09-05,5.36,12.735,0.5359994212962963,154.94,1207.02,0.3518160591392236 -1985-09-06,0.7,14.26,0.5359994212962963,241.21,1278.74,0.3464035043832356 -1985-09-07,0.0,15.905,0.5319998842592593,279.8,1346.95,0.3409909496272475 -1985-09-08,0.0,14.45,0.5298482638888888,338.43,1129.44,0.3301658401152714 -1985-09-09,0.0,10.545,0.5279998842592593,397.26,767.03,0.3139281758473072 -1985-09-10,10.63,8.06,0.5240002314814816,237.48,760.31,0.30310306633533113 -1985-09-11,7.52,7.734999999999999,0.5240002314814816,172.09,834.74,0.3139281758473072 -1985-09-12,0.0,5.785,0.520000462962963,382.28,568.55,0.30310306633533113 -1985-09-13,0.0,7.215000000000001,0.5183310185185186,379.49,628.84,0.292277956823355 -1985-09-14,0.0,8.9,0.5159998842592592,381.29,703.27,0.2814528473113789 -1985-09-15,0.0,11.275,0.511999537037037,390.83,785.03,0.2706277377994028 -1985-09-16,0.0,11.445,0.511999537037037,403.13,727.8,0.26521518304341474 -1985-09-17,0.0,12.775,0.5079996527777778,399.13,794.81,0.2543900735314386 -1985-09-18,0.0,13.71,0.5067805555555556,395.63,836.41,0.24897751877545055 -1985-09-19,0.0,17.14,0.503999537037037,361.43,1172.87,0.2435649640194625 -1985-09-20,0.0,20.24,0.4999997685185186,344.21,1437.47,0.23815240926347445 -1985-09-21,0.0,18.509999999999998,0.4999997685185186,281.89,1490.77,0.23273985450748638 -1985-09-22,0.0,10.035,0.4959997685185185,372.51,690.15,0.22732729975149835 -1985-09-23,0.0,12.86,0.49366840277777774,343.65,911.09,0.22191474499551028 -1985-09-24,6.91,15.125,0.4919994212962963,291.35,1047.58,0.2435649640194625 -1985-09-25,10.2,14.975000000000001,0.48800034722222224,182.18,1262.62,0.2706277377994028 -1985-09-26,1.39,10.675,0.48800034722222224,335.91,735.51,0.2165021902395222 -1985-09-27,19.94,12.31,0.4840002314814815,187.61,1022.2,0.24897751877545055 -1985-09-28,21.55,13.17,0.48167002314814816,147.06,1193.18,0.5196052565748533 -1985-09-29,0.0,11.41,0.4800005787037037,282.26,912.8,0.4600671542589847 -1985-09-30,0.32,14.075,0.4760001157407408,250.73,1143.53,0.4275918257230564 -1985-10-01,6.31,12.875,0.4760001157407408,151.09,1160.92,0.4113541614550923 -1985-10-02,6.91,12.05,0.4719996527777777,120.77,1166.19,0.4330043804790444 -1985-10-03,0.0,7.73,0.4701513888888889,310.68,640.93,0.4384169352350325 -1985-10-04,0.03,7.86,0.46799976851851854,327.6,601.47,0.4275918257230564 -1985-10-05,7.6,10.525,0.463999537037037,173.79,924.01,0.4221792709670683 -1985-10-06,6.76,9.945,0.463999537037037,142.2,943.67,0.4330043804790444 -1985-10-07,0.04,7.54,0.46,251.9,719.13,0.44382948999102056 -1985-10-08,0.0,5.805,0.45920532407407405,310.09,529.42,0.4330043804790444 -1985-10-09,1.79,9.77,0.45599953703703705,187.89,912.32,0.42975684762545163 -1985-10-10,7.94,7.775,0.45200810185185186,119.55,852.62,0.4232617819182659 -1985-10-11,5.42,3.4,0.452,126.46,610.2,0.42542680382066117 -1985-10-12,0.0,2.48,0.4480001157407407,215.18,533.55,0.41568420525988264 -1985-10-13,0.63,0.7850000000000001,0.4480001157407407,251.03,426.49,0.40918913955269703 -1985-10-14,4.54,5.465,0.4440001157407408,127.59,720.29,0.40918913955269703 -1985-10-15,10.97,7.390000000000001,0.44166932870370373,93.98,875.25,0.40918913955269703 -1985-10-16,4.95,6.995,0.4400003472222222,135.4,807.5,0.4275918257230564 -1985-10-17,0.13,2.915,0.43611064814814815,229.18,535.45,0.41351918335748744 -1985-10-18,1.44,2.76,0.43600011574074077,276.81,426.87,0.41243667240628984 -1985-10-19,0.0,8.585,0.43200000000000005,253.55,744.61,0.40702411765030183 -1985-10-20,0.0,5.2250000000000005,0.43194837962962956,210.97,643.48,0.3853738986263496 -1985-10-21,0.0,2.965,0.428,251.13,500.22,0.3821263657727567 -1985-10-22,0.0,5.865,0.4261517361111111,279.72,541.9,0.3767138110167687 -1985-10-23,0.0,7.15,0.42400011574074076,291.15,507.31,0.3691362343583854 -1985-10-24,2.37,8.64,0.42121863425925926,243.77,576.98,0.3658887015047926 -1985-10-25,2.89,9.415,0.41999976851851856,173.04,810.59,0.3680537234071878 -1985-10-26,0.0,5.22,0.4164640046296296,192.65,648.14,0.34748601533443313 -1985-10-27,0.88,5.1450000000000005,0.4159996527777778,228.5,550.73,0.34748601533443313 -1985-10-28,0.86,3.17,0.4121109953703704,194.7,556.67,0.33666090582245706 -1985-10-29,0.0,-1.7349999999999999,0.41200046296296294,159.94,421.19,0.31284566489610965 -1985-10-30,0.0,-0.5099999999999998,0.4080084490740741,214.78,397.47,0.311763153944912 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-1987-03-18,2.73,-3.095,0.4919994212962963,166.5,405.64,0.3139281758473072 -1987-03-19,3.0,-1.33,0.4919994212962963,150.94,461.52,0.31934073060329526 -1987-03-20,2.69,0.8400000000000001,0.4959997685185185,182.55,534.08,0.33557839487125946 -1987-03-21,0.13,2.815,0.4959997685185185,226.41,602.48,0.3680537234071878 -1987-03-22,0.0,5.065,0.4999997685185186,322.59,639.61,0.40052905194311617 -1987-03-23,0.0,5.130000000000001,0.503999537037037,462.88,484.32,0.4059416066991042 -1987-03-24,0.0,4.865,0.503999537037037,517.35,364.59,0.4167667162110803 -1987-03-25,0.0,6.050000000000001,0.5079996527777778,527.95,362.8,0.4546545995029967 -1987-03-26,1.82,6.05,0.5079996527777778,422.26,510.96,0.5196052565748533 -1987-03-27,3.25,4.435,0.511999537037037,253.87,639.61,0.5683182493787459 -1987-03-28,0.0,4.609999999999999,0.5159998842592592,325.33,628.38,0.6549191254745548 -1987-03-29,0.0,4.199999999999999,0.5159998842592592,457.47,458.38,0.7848204396182681 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-1987-04-24,4.87,6.83,0.5760005787037037,338.94,604.25,4.698097528197632 -1987-04-25,0.0,3.0850000000000004,0.5800003472222222,551.55,312.64,4.351694023814397 -1987-04-26,0.0,2.385,0.5807946759259259,551.36,298.84,4.016115628943138 -1987-04-27,0.0,2.6500000000000004,0.5840005787037037,558.46,292.6,3.713012562607806 -1987-04-28,0.0,3.7199999999999998,0.5853530092592593,477.92,409.69,3.4315597152964274 -1987-04-29,5.0,1.9899999999999998,0.5880002314814815,259.25,537.4,3.182582196520977 -1987-04-30,5.18,1.5150000000000001,0.5903311342592593,195.14,548.4,3.009380444329359 -1987-05-01,1.43,1.6099999999999999,0.5920008101851852,248.38,551.58,2.8470038016497177 -1987-05-02,0.0,0.9099999999999997,0.5943310185185184,468.53,373.58,2.6738020494580996 -1987-05-03,0.0,1.9449999999999998,0.5959997685185184,534.92,323.38,2.5006002972664816 -1987-05-04,0.0,4.04,0.5987809027777777,577.76,305.79,2.349048764098816 -1987-05-05,0.01,7.459999999999999,0.5999998842592592,583.71,353.27,2.2083223404431265 -1987-05-06,4.42,10.325,0.6027810185185185,318.37,801.86,2.0892461358113894 -1987-05-07,6.69,8.865,0.6039996527777778,187.28,914.98,2.024295478739533 -1987-05-08,0.02,6.08,0.6063304398148148,555.54,378.01,1.9593448216676759 -1987-05-09,0.0,7.345000000000001,0.6079995370370371,521.39,448.93,1.851093726547915 -1987-05-10,0.0,10.775,0.6098476851851852,425.46,718.89,1.7320175219161775 -1987-05-11,0.54,7.164999999999999,0.6120002314814815,527.26,412.73,1.6454166458203692 -1987-05-12,4.34,9.82,0.6133524305555556,275.5,852.3,1.5696408792365362 -1987-05-13,0.0,7.535,0.6159914351851852,564.28,386.98,1.4830400031407271 -1987-05-14,0.0,12.835,0.6162851851851852,528.1,599.09,1.4180893460688704 -1987-05-15,4.29,8.950000000000001,0.6195356481481481,337.24,747.38,1.3314884699730618 -1987-05-16,4.04,7.0200000000000005,0.6199998842592592,380.63,576.73,1.266537812901205 -1987-05-17,0.0,9.885,0.6227818287037037,476.39,616.77,1.2015871558293483 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-1987-05-31,14.73,17.49,0.6418483796296296,227.34,1462.75,0.8854939580796459 -1987-06-01,2.7,19.1,0.6435354166666667,320.63,1411.49,0.8898240018844364 -1987-06-02,0.0,16.575,0.6439998842592592,485.98,840.79,0.793480527227849 -1987-06-03,0.01,18.155,0.6442856481481481,353.88,1360.06,0.7620877096431182 -1987-06-04,3.3,14.235,0.6458482638888889,261.51,1150.94,0.7664177534479087 -1987-06-05,8.12,13.805,0.6471538194444444,215.35,1211.41,0.7783253739110824 -1987-06-06,6.59,12.085,0.6479927083333333,285.23,948.06,0.8789988923724602 -1987-06-07,0.12,9.575,0.6480521990740741,473.2,632.02,0.8551836514461127 -1987-06-08,5.37,12.61,0.6487947916666666,362.13,872.47,0.8952365566404243 -1987-06-09,9.98,13.235,0.6498487268518519,250.52,1103.4,0.9147217537619815 -1987-06-10,8.65,12.075000000000001,0.6507814814814814,246.46,1029.72,0.9959100751018022 -1987-06-11,1.86,13.04,0.6515357638888889,390.59,912.95,0.9655997684682691 -1987-06-12,3.49,13.44,0.6519921296296297,256.09,1131.04,0.9980750970041974 -1987-06-13,2.63,13.294999999999998,0.6520001157407407,325.1,1060.42,1.013230250320964 -1987-06-14,1.96,15.315000000000001,0.6520517361111111,396.99,1059.59,1.0013226298577902 -1987-06-15,8.07,17.93,0.6522856481481482,250.8,1494.15,1.0294679145889283 -1987-06-16,0.0,14.84,0.6527943287037037,430.78,1055.17,0.9926625422482094 -1987-06-17,0.0,12.915,0.653352662037037,466.94,850.87,0.9645172575170715 -1987-06-18,0.0,13.76,0.653848611111111,484.41,842.02,0.9352894618347359 -1987-06-19,0.75,16.975,0.653848611111111,425.62,1132.77,0.9147217537619815 -1987-06-20,3.98,15.465,0.653848611111111,383.35,1106.31,0.8670912719092866 -1987-06-21,0.0,13.75,0.6543310185185185,529.73,700.21,0.8259558557637772 -1987-06-22,0.0,17.405,0.6543310185185185,504.56,955.0,0.7826554177158728 -1987-06-23,0.0,18.7,0.653848611111111,395.67,1404.12,0.754510132984735 -1987-06-24,1.23,17.295,0.653848611111111,393.41,1295.24,0.7155397387416209 -1987-06-25,0.33,14.65,0.653352662037037,431.75,1027.04,0.6776518554497045 -1987-06-26,7.09,16.049999999999997,0.653352662037037,276.1,1340.09,0.6560016364257523 -1987-06-27,28.02,15.934999999999999,0.6527943287037037,221.93,1395.06,0.7122922058880281 -1987-06-28,28.21,15.915000000000001,0.6522856481481482,206.07,1425.35,1.1258113892455155 -1987-06-29,7.36,16.585,0.6520517361111111,304.62,1290.8,1.0825109511976112 -1987-06-30,5.76,18.785,0.6519921296296297,273.55,1552.43,1.0597782212224613 -1987-07-01,1.74,16.23,0.6518894675925926,386.19,1237.13,1.0316329364913235 -1987-07-02,0.0,13.85,0.6511538194444445,488.72,913.59,1.0045701627113832 -1987-07-03,2.81,14.84,0.6503311342592593,408.58,1056.66,0.9937450531994071 -1987-07-04,7.79,15.57,0.6493528935185184,187.29,1425.97,1.0229728488817424 -1987-07-05,6.61,16.775,0.6482863425925927,271.37,1423.05,1.077098396441623 -1987-07-06,0.0,17.939999999999998,0.6480008101851852,493.19,1140.21,1.0641082650272518 -1987-07-07,0.0,21.5,0.647890162037037,466.81,1490.07,1.0283854036377307 -1987-07-08,0.0,22.105,0.64678125,442.42,1639.17,1.002405140808988 -1987-07-09,0.0,22.715,0.645352199074074,427.29,1745.23,0.9699298122730595 -1987-07-10,1.14,23.435000000000002,0.6440515046296297,401.88,1799.38,0.9374544837371314 -1987-07-11,0.05,24.05,0.6438894675925926,389.68,2011.62,0.9082266880547958 -1987-07-12,0.0,24.105,0.6427809027777778,331.12,2186.51,0.871421315714077 -1987-07-13,0.0,25.36,0.6407940972222222,305.4,2413.3,0.8508536076413223 -1987-07-14,7.12,23.97,0.6399997685185186,198.26,2366.58,0.8660087609580888 -1987-07-15,3.79,19.72,0.6395354166666667,233.9,1762.07,0.8151307462518013 -1987-07-16,0.0,13.504999999999999,0.6378482638888888,492.47,879.32,0.749097578228747 -1987-07-17,0.0,16.1,0.6360001157407408,483.31,1043.8,0.7068796511320401 -1987-07-18,0.0,18.735,0.6355359953703703,422.53,1399.9,0.648424059767369 -1987-07-19,0.0,16.265,0.6338483796296296,458.49,1132.55,0.5932160012562909 -1987-07-20,0.0,13.89,0.6319996527777777,488.66,901.97,0.5726482931835363 -1987-07-21,2.79,15.015,0.6315355324074073,282.79,1286.63,0.5585756508179673 -1987-07-22,0.62,16.950000000000003,0.6287943287037038,246.87,1562.93,0.5325953879892247 -1987-07-23,11.12,18.265,0.628,252.69,1640.04,0.5293478551356319 -1987-07-24,22.86,21.855,0.6267813657407407,297.2,1782.51,0.6938895197176687 -1987-07-25,7.9,21.68,0.624052199074074,295.31,1772.41,0.7577576658383279 -1987-07-26,3.96,17.955,0.6238902777777778,367.19,1322.22,0.726364848253597 -1987-07-27,5.45,13.795000000000002,0.6207944444444444,299.01,1086.27,0.720952293497609 -1987-07-28,3.18,11.84,0.6199998842592592,357.13,914.21,0.7231173154000042 -1987-07-29,0.01,11.95,0.6183303240740741,464.97,837.53,0.6830644102056928 -1987-07-30,4.93,12.895,0.615999537037037,300.94,999.07,0.6733218116449141 -1987-07-31,3.53,12.32,0.6151532407407407,327.71,924.57,0.6397639721577881 -1987-08-01,3.24,13.485,0.6120002314814815,267.44,1164.87,0.6051236217194647 -1987-08-02,3.63,13.325,0.6115356481481482,388.44,887.79,0.5921334903050932 -1987-08-03,5.65,15.049999999999999,0.6080510416666667,350.88,1168.67,0.5986285560122789 -1987-08-04,8.0,17.490000000000002,0.6078891203703704,261.66,1425.83,0.6072886436218599 -1987-08-05,2.11,16.41,0.6042853009259259,385.03,1230.71,0.5683182493787459 -1987-08-06,0.0,13.15,0.6039916666666666,478.78,856.14,0.5466680303547936 -1987-08-07,0.0,15.285,0.6002854166666667,492.49,913.81,0.5293478551356319 -1987-08-08,4.33,17.57,0.5999998842592592,349.3,1279.01,0.5390904536964104 -1987-08-09,7.59,16.919999999999998,0.5962851851851851,278.85,1341.13,0.5878034465003028 -1987-08-10,2.59,17.060000000000002,0.5959997685185184,388.75,1214.2,0.5694007603299435 -1987-08-11,3.6,16.235,0.5920523148148148,272.31,1325.07,0.5477505413059912 -1987-08-12,0.0,15.36,0.591992824074074,375.89,1206.47,0.5304303660868295 -1987-08-13,0.0,16.255,0.5880002314814815,462.11,1039.09,0.5163577237212605 -1987-08-14,0.0,18.27,0.5879922453703703,427.82,1278.03,0.4990375485020987 -1987-08-15,0.7,19.62,0.5840005787037037,398.85,1418.71,0.48171737328293696 -1987-08-16,7.36,21.66,0.5835359953703704,210.76,1962.72,0.4925424827949131 -1987-08-17,2.78,22.685000000000002,0.5800003472222222,290.34,1883.37,0.4903774608925179 -1987-08-18,0.91,22.61,0.5787818287037036,359.9,1855.53,0.4730572856733561 -1987-08-19,3.62,16.225,0.5760005787037037,414.98,987.99,0.4546545995029967 -1987-08-20,8.19,16.835,0.5738478009259259,293.57,1281.42,0.46331468711257756 -1987-08-21,1.16,14.735,0.5719994212962963,431.52,957.59,0.43516940238143964 -1987-08-22,7.1,15.19,0.5680513888888888,299.39,1083.38,0.4384169352350325 -1987-08-23,9.03,12.965,0.5679997685185185,295.12,982.07,0.4665622199661704 -1987-08-24,0.02,10.17,0.5639996527777777,326.23,880.31,0.41568420525988264 -1987-08-25,0.52,10.41,0.5639916666666667,338.97,862.41,0.3864564095775472 -1987-08-26,0.0,9.885,0.56,366.99,802.68,0.35722861389521166 -1987-08-27,0.0,9.415,0.558330324074074,443.34,638.04,0.3399084386760499 -1987-08-28,0.0,11.13,0.5560002314814815,459.75,658.19,0.32800081821287613 -1987-08-29,0.3,11.66,0.5520519675925926,407.61,803.38,0.3139281758473072 -1987-08-30,0.01,11.905,0.5520004629629629,418.63,791.18,0.30526808823772633 -1987-08-31,0.01,16.794999999999998,0.5479999999999999,400.59,1122.13,0.29769051157934306 -1987-09-01,4.07,16.825,0.5479921296296296,247.7,1306.71,0.29336046777455266 -1987-09-02,3.64,12.34,0.5439997685185185,252.33,993.71,0.2771228035065884 -1987-09-03,0.46,8.7,0.540794212962963,351.78,721.38,0.2630501611410195 -1987-09-04,0.0,7.97,0.54,415.59,584.58,0.24681249687305531 -1987-09-05,0.0,12.18,0.5359994212962963,432.74,714.21,0.23923492021467205 -1987-09-06,0.0,16.259999999999998,0.5359994212962963,395.84,1049.68,0.23273985450748638 -1987-09-07,0.0,18.145,0.5319998842592593,355.69,1300.24,0.22516227784910312 -1987-09-08,1.03,19.15,0.5298482638888888,288.51,1522.73,0.21974972309311505 -1987-09-09,17.34,16.5,0.5279998842592593,178.46,1413.12,0.24897751877545055 -1987-09-10,12.67,12.785,0.5240002314814816,120.22,1245.83,0.3215057525056905 -1987-09-11,2.19,14.100000000000001,0.5240002314814816,161.64,1328.02,0.31284566489610965 -1987-09-12,0.25,14.98,0.520000462962963,166.21,1413.19,0.3095981320425168 -1987-09-13,11.08,12.815,0.5183310185185186,126.81,1242.87,0.3215057525056905 -1987-09-14,18.32,13.455,0.5159998842592592,135.12,1281.22,0.5163577237212605 -1987-09-15,0.0,13.309999999999999,0.511999537037037,348.02,960.83,0.5390904536964104 -1987-09-16,0.02,13.455,0.511999537037037,296.57,1082.83,0.5304303660868295 -1987-09-17,5.43,10.89,0.5079996527777778,231.72,917.36,0.5477505413059912 -1987-09-18,0.0,9.24,0.5067805555555556,337.67,751.39,0.5574931398667697 -1987-09-19,0.0,9.11,0.503999537037037,272.19,832.34,0.5607406727203627 -1987-09-20,0.86,8.485,0.4999997685185186,214.06,861.52,0.5531630960619793 -1987-09-21,13.88,8.655,0.4999997685185186,91.7,985.41,0.5726482931835363 -1987-09-22,9.84,9.115,0.4959997685185185,107.88,994.03,0.6614141911817405 -1987-09-23,4.55,10.915,0.49366840277777774,193.07,991.56,0.6993020744736568 -1987-09-24,2.0,9.315,0.4919994212962963,307.18,790.33,0.7068796511320401 -1987-09-25,0.0,5.784999999999999,0.48800034722222224,304.69,629.2,0.7047146292296448 -1987-09-26,3.28,4.195,0.48800034722222224,267.74,520.0,0.7014670963760521 -1987-09-27,1.08,4.69,0.4840002314814815,320.55,558.91,0.6733218116449141 -1987-09-28,0.45,5.83,0.48167002314814816,367.71,485.22,0.6624967021329381 -1987-09-29,0.0,14.620000000000001,0.4800005787037037,336.0,1036.67,0.6505890816697643 -1987-09-30,5.19,17.05,0.4760001157407408,241.66,1418.54,0.6451765269137762 -1987-10-01,4.39,11.14,0.4760001157407408,185.91,1053.01,0.6841469211568902 -1987-10-02,0.0,7.18,0.4719996527777777,331.12,629.25,0.6895594759128783 -1987-10-03,1.66,10.125,0.4701513888888889,277.04,853.18,0.6873944540104832 -1987-10-04,12.64,8.99,0.46799976851851854,177.65,876.04,0.7317774030095852 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-1987-12-05,0.96,-7.12,0.35211030092592593,142.67,262.94,1.9593448216676759 -1987-12-06,2.43,-4.775,0.35199988425925927,104.48,334.86,2.0026452597155804 -1987-12-07,0.0,-5.06,0.35171423611111113,123.93,324.99,2.013470369227557 -1987-12-08,0.01,-4.82,0.3506474537037037,174.17,280.0,1.9918201502036044 -1987-12-09,4.23,-3.235,0.34966921296296294,106.12,354.65,1.9809950406916284 -1987-12-10,6.32,-0.5850000000000001,0.3488465277777778,48.54,522.6,1.9701699311796523 -1987-12-11,1.59,-0.635,0.3481105324074074,42.63,545.2,1.9376946026437238 -1987-12-12,0.0,-2.95,0.3480079861111111,73.89,430.85,1.8835690550838433 -1987-12-13,0.0,-5.325,0.34794849537037037,104.28,331.28,1.8186183980119868 -1987-12-14,0.0,-7.890000000000001,0.34771435185185184,116.17,270.4,1.742842631428154 -1987-12-15,0.0,-11.620000000000001,0.3472057870370371,182.12,154.11,1.656241755332345 -1987-12-16,7.34,-9.085,0.3466476851851852,118.37,207.47,1.6129413172844407 -1987-12-17,3.85,-7.455,0.3466476851851852,73.13,293.04,1.5696408792365362 -1987-12-18,0.0,-12.21,0.3461518518518519,140.27,179.6,1.4830400031407271 -1987-12-19,0.0,-14.559999999999999,0.3461518518518519,163.44,132.79,1.4397395650928229 -1987-12-20,3.85,-13.535,0.3456693287037037,150.6,120.58,1.3747889080209663 -1987-12-21,5.18,-6.77,0.3456693287037037,135.5,225.7,1.3206633604610856 -1987-12-22,1.47,-6.670000000000001,0.3461518518518519,177.34,228.75,1.277362922413181 -1987-12-23,0.0,-6.82,0.3461518518518519,165.36,248.56,1.2232373748533005 -1987-12-24,0.0,-7.785,0.3461518518518519,151.28,240.79,1.179936936805396 -1987-12-25,5.86,-8.805,0.3466476851851852,95.53,242.67,1.1474616082694677 -1987-12-26,6.19,-12.85,0.3472057870370371,140.6,144.08,1.066273286929647 -1987-12-27,0.03,-14.469999999999999,0.34771435185185184,193.32,120.0,0.9688473013218619 -1987-12-28,0.0,-14.74,0.34794849537037037,174.03,119.99,0.9255468632739575 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-1988-11-12,0.0,-1.6150000000000002,0.38166932870370374,155.05,427.0,3.3341337296886424 -1988-11-13,2.39,-2.9000000000000004,0.3799997685185186,172.11,359.95,3.2583579631048094 -1988-11-14,6.62,1.32,0.37920590277777777,103.5,544.9,3.215057525056905 -1988-11-15,0.0,1.865,0.37611087962962964,91.79,614.46,3.1284566489610963 -1988-11-16,0.12,1.2200000000000002,0.3759486111111111,189.8,466.98,3.0310306633533117 -1988-11-17,3.34,4.285,0.37321898148148147,134.32,592.0,2.998555334817383 -1988-11-18,4.11,2.055,0.3719998842592593,96.82,575.46,2.92277956823355 -1988-11-19,0.0,-1.27,0.37120578703703705,156.52,423.77,2.7820531445778607 -1988-11-20,5.82,-3.5100000000000002,0.3684645833333333,129.27,361.84,2.6846271589700756 -1988-11-21,15.73,-2.06,0.3680003472222222,61.72,466.89,2.6521518304341467 -1988-11-22,3.52,-4.455,0.36615196759259255,112.39,358.23,2.5872011733622906 -1988-11-23,0.0,-6.694999999999999,0.3644642361111111,191.97,258.44,2.457299859218577 -1988-11-24,0.0,-9.185,0.36400011574074076,213.1,183.26,2.3057483260509115 -1988-11-25,0.0,-7.135,0.3621513888888889,186.44,250.37,2.1758470119071984 -1988-11-26,0.0,-3.715,0.3604638888888889,208.4,280.61,2.0784210262994134 -1988-11-27,0.0,-1.2350000000000003,0.3599998842592593,209.1,319.95,1.9918201502036044 -1988-11-28,8.15,2.575,0.35920578703703704,102.53,585.06,1.9268694931317478 -1988-11-29,8.82,-1.79,0.3572189814814815,105.0,421.9,1.9485197121557 -1988-11-30,0.39,-5.575,0.35611041666666665,172.65,280.0,1.9052192741077956 -1988-12-01,0.0,-2.0100000000000002,0.3559483796296296,145.76,409.05,1.851093726547915 -1988-12-02,0.0,-3.78,0.3546476851851852,159.76,339.81,1.7969681789880345 -1988-12-03,1.11,-3.86,0.35321898148148145,151.22,341.74,1.75366774094013 -1988-12-04,0.0,-5.16,0.35211030092592593,153.78,305.18,1.6778919743562972 -1988-12-05,0.0,-12.23,0.35199988425925927,157.61,164.08,1.5912910982604884 -1988-12-06,0.0,-11.76,0.35171423611111113,196.86,120.71,1.5263404411886317 -1988-12-07,0.12,-4.05,0.3506474537037037,181.05,280.0,1.4830400031407271 -1988-12-08,0.03,-6.92,0.34966921296296294,177.62,230.82,1.3964391270449183 -1988-12-09,0.26,-13.67,0.3488465277777778,160.12,157.75,1.3314884699730618 -1988-12-10,0.0,-17.035,0.3481105324074074,146.91,117.52,1.277362922413181 -1988-12-11,0.0,-22.695,0.3480079861111111,175.58,52.09,1.2340624843652768 -1988-12-12,0.0,-19.83,0.34794849537037037,167.59,80.0,1.16911182729342 -1988-12-13,0.0,-16.085,0.34771435185185184,189.52,80.0,1.1149862797335395 -1988-12-14,1.32,-8.445,0.3472057870370371,145.35,212.68,1.0392105131497067 -1988-12-15,5.88,-4.66,0.3466476851851852,69.07,359.87,0.9850849655898262 -1988-12-16,0.0,-12.84,0.3466476851851852,178.59,130.21,0.9255468632739575 -1988-12-17,0.0,-21.3,0.3461518518518519,177.45,80.0,0.8660087609580888 -1988-12-18,0.0,-17.895,0.3461518518518519,160.28,83.25,0.8443585419341366 -1988-12-19,0.0,-15.585,0.3456693287037037,177.61,107.61,0.8118832133982083 -1988-12-20,0.68,-9.675,0.3456693287037037,184.07,140.9,0.7794078848622801 -1988-12-21,1.25,-1.1,0.3461518518518519,158.92,348.56,0.7577576658383279 -1988-12-22,0.0,-11.08,0.3461518518518519,157.46,162.58,0.7415200015703636 -1988-12-23,1.43,-14.77,0.3461518518518519,163.65,118.03,0.7306948920583874 -1988-12-24,6.45,-7.945,0.3466476851851852,135.44,172.37,0.7090446730344352 -1988-12-25,8.75,-1.56,0.3472057870370371,56.05,457.73,0.681981899254495 -1988-12-26,0.0,-7.85,0.34771435185185184,137.72,233.56,0.6603316802305428 -1988-12-27,2.04,-13.605,0.34794849537037037,166.78,120.0,0.6440940159625786 -1988-12-28,4.93,-8.295,0.34800000000000003,136.27,172.82,0.6332689064506025 -1988-12-29,0.6,-12.565,0.3480079861111111,170.64,126.53,0.6278563516946144 -1988-12-30,0.25,-21.330000000000002,0.3484641203703704,187.67,40.0,0.6278563516946144 -1988-12-31,0.42,-16.945,0.3482361111111111,179.15,83.26,0.6116186874266503 -1989-01-01,0.0,-20.225,0.34921886574074074,192.39,44.95,0.5953810231586861 -1989-01-02,5.35,-18.405,0.35015162037037034,124.58,80.0,0.579143358890722 -1989-01-03,3.87,-14.495000000000001,0.35120578703703703,92.13,144.24,0.5629056946227577 -1989-01-04,0.0,-22.52,0.3519482638888889,174.77,40.12,0.5629056946227577 -1989-01-05,0.0,-23.200000000000003,0.35200787037037035,159.66,40.06,0.5574931398667697 -1989-01-06,0.0,-19.17,0.35284641203703704,168.49,80.0,0.5466680303547936 -1989-01-07,0.0,-18.564999999999998,0.3541518518518519,212.1,40.0,0.5304303660868295 -1989-01-08,2.56,-6.765,0.35571446759259256,151.03,209.48,0.5196052565748533 -1989-01-09,6.28,-5.685,0.35600000000000004,103.07,272.85,0.5196052565748533 -1989-01-10,0.0,-16.5,0.3564643518518519,210.05,80.0,0.5196052565748533 -1989-01-11,0.0,-15.149999999999999,0.35815185185185183,184.44,112.72,0.4979550375509011 -1989-01-12,1.16,-15.004999999999999,0.3599482638888889,205.23,80.0,0.4763048185269489 -1989-01-13,2.85,-10.85,0.36000787037037035,171.03,133.99,0.4546545995029967 -1989-01-14,0.0,-11.465,0.36121863425925926,196.29,138.09,0.4221792709670683 -1989-01-15,0.99,-3.8099999999999996,0.3637142361111111,157.18,306.91,0.40052905194311617 -1989-01-16,0.0,-6.79,0.36400011574074076,170.12,232.53,0.37887883291916397 -1989-01-17,0.01,-14.495,0.36521898148148146,225.65,80.0,0.35722861389521166 -1989-01-18,1.07,-9.4,0.36771435185185186,165.92,187.25,0.3464035043832356 -1989-01-19,4.08,-8.725,0.3680083333333333,116.21,215.02,0.3464035043832356 -1989-01-20,8.29,-4.73,0.3696696759259259,59.07,360.0,0.3518160591392236 -1989-01-21,7.09,-13.27,0.3719483796296296,159.07,121.1,0.3626411686511997 -1989-01-22,0.11,-17.145,0.37211041666666667,205.68,80.03,0.3680537234071878 -1989-01-23,0.0,-8.31,0.3746479166666667,201.72,195.8,0.3626411686511997 -1989-01-24,0.0,-6.07,0.3760002314814815,206.12,237.31,0.3518160591392236 -1989-01-25,0.0,-12.995000000000001,0.3772188657407407,225.21,119.79,0.3464035043832356 -1989-01-26,3.68,-17.335,0.3799997685185186,228.94,80.0,0.3518160591392236 -1989-01-27,3.73,-13.0,0.3804640046296296,182.46,120.0,0.3626411686511997 -1989-01-28,0.0,-14.945,0.383714699074074,276.53,80.0,0.3680537234071878 -1989-01-29,0.0,-5.33,0.38400833333333334,196.6,265.12,0.3658887015047926 -1989-01-30,2.43,-5.845,0.3866476851851852,162.62,254.36,0.3593936357976069 -1989-01-31,0.58,-4.695,0.38799999999999996,222.89,263.76,0.35289857009042125 -1989-02-01,2.88,-4.695,0.3901519675925926,206.29,252.05,0.35722861389521166 -1989-02-02,4.29,-17.345,0.39200034722222227,190.08,84.91,0.3464035043832356 -1989-02-03,4.82,-17.64,0.3936696759259259,132.94,119.77,0.3409909496272475 -1989-02-04,1.63,-22.025,0.39600023148148145,226.53,49.31,0.3301658401152714 -1989-02-05,0.0,-22.64,0.3972188657407407,299.2,40.0,0.3225882634568881 -1989-02-06,0.92,-17.655,0.40000023148148145,306.71,74.63,0.3139281758473072 -1989-02-07,0.23,-14.93,0.4012189814814815,286.27,88.95,0.30310306633533113 -1989-02-08,1.15,-13.465,0.40399999999999997,268.68,120.0,0.29769051157934306 -1989-02-09,0.36,-14.07,0.40521898148148144,251.85,120.07,0.28686540206736694 -1989-02-10,0.0,-17.265,0.4080003472222223,305.71,80.0,0.2760402925553908 -1989-02-11,0.36,-12.114999999999998,0.40966990740740744,271.28,138.86,0.2706277377994028 -1989-02-12,0.29,-12.575,0.41200046296296294,300.02,120.0,0.26521518304341474 -1989-02-13,2.17,-13.45,0.41464768518518513,317.24,92.92,0.2598026282874267 -1989-02-14,1.61,-5.98,0.4159996527777778,267.85,234.44,0.24897751877545055 -1989-02-15,4.81,-4.48,0.419205324074074,169.05,298.16,0.2435649640194625 -1989-02-16,4.47,-10.225,0.41999976851851856,194.45,180.06,0.23815240926347445 -1989-02-17,0.0,-21.67,0.42400011574074076,321.56,48.15,0.23815240926347445 -1989-02-18,0.0,-23.580000000000002,0.42400011574074076,355.39,40.0,0.23815240926347445 -1989-02-19,0.02,-20.5,0.428,374.21,40.0,0.23815240926347445 -1989-02-20,0.52,-10.475,0.42846388888888887,296.93,160.02,0.2435649640194625 -1989-02-21,11.35,-5.244999999999999,0.43200000000000005,206.19,262.38,0.2543900735314386 -1989-02-22,8.57,-2.6350000000000002,0.4336695601851852,139.56,381.2,0.26521518304341474 -1989-02-23,0.0,-9.934999999999999,0.43600011574074077,290.44,182.31,0.2706277377994028 -1989-02-24,0.0,-18.12,0.4399488425925926,378.9,78.55,0.2706277377994028 -1989-02-25,0.94,-17.14,0.4400003472222222,325.61,81.5,0.26521518304341474 -1989-02-26,0.34,-11.695,0.4440001157407408,284.28,165.62,0.26521518304341474 -1989-02-27,0.0,-13.19,0.4440081018518519,423.46,80.0,0.26521518304341474 -1989-02-28,0.0,-11.255,0.4480001157407407,416.14,120.0,0.26521518304341474 -1989-03-01,0.01,-10.049999999999999,0.4501516203703704,403.08,128.56,0.2576376063850314 -1989-03-02,0.0,-8.535,0.452,284.13,202.06,0.253307562580241 -1989-03-03,0.0,-15.68,0.45599953703703705,345.69,111.22,0.24897751877545055 -1989-03-04,2.4,-18.205,0.45599953703703705,379.97,73.59,0.25006002972664815 -1989-03-05,5.21,-9.42,0.46,224.74,200.0,0.2543900735314386 -1989-03-06,0.0,-14.26,0.4604638888888889,349.12,118.33,0.2576376063850314 -1989-03-07,0.0,-21.785,0.463999537037037,406.3,40.0,0.2522250516290434 -1989-03-08,0.0,-21.345000000000002,0.46799976851851854,472.65,40.0,0.24789500782425294 -1989-03-09,0.0,-16.075,0.46799976851851854,490.59,42.68,0.24139994211706728 -1989-03-10,0.0,-10.4,0.4719996527777777,471.21,120.0,0.23815240926347445 -1989-03-11,0.0,-8.139999999999999,0.4719996527777777,463.34,145.37,0.23490487640988159 -1989-03-12,0.0,-8.475,0.4760001157407408,358.93,197.08,0.22949232165389355 -1989-03-13,0.0,-14.855,0.4800005787037037,493.99,80.0,0.22191474499551028 -1989-03-14,0.0,-1.6199999999999997,0.4800005787037037,327.7,351.23,0.22083223404431265 -1989-03-15,3.44,3.3200000000000003,0.4840002314814815,251.9,518.72,0.21866721214191742 -1989-03-16,3.1,-0.6599999999999997,0.4840002314814815,278.64,371.68,0.22407976689790549 -1989-03-17,3.14,-5.24,0.48800034722222224,173.14,322.79,0.23382236545868398 -1989-03-18,4.99,-7.48,0.4919994212962963,145.13,277.45,0.24139994211706728 -1989-03-19,2.33,-14.41,0.4919994212962963,406.06,101.17,0.24897751877545055 -1989-03-20,0.61,-12.754999999999999,0.4959997685185185,480.03,109.53,0.2543900735314386 -1989-03-21,3.4,-3.5900000000000003,0.4959997685185185,190.88,356.64,0.2619676501898219 -1989-03-22,0.0,-10.785,0.4999997685185186,473.54,136.4,0.26846271589700754 -1989-03-23,0.0,-11.610000000000001,0.503999537037037,517.27,120.0,0.2738752706529956 -1989-03-24,0.0,-7.834999999999999,0.503999537037037,548.78,122.27,0.27820531445778607 -1989-03-25,0.0,-1.2850000000000001,0.5079996527777778,386.57,347.78,0.2825353582625765 -1989-03-26,2.97,1.975,0.5079996527777778,230.3,524.56,0.28470038016497173 -1989-03-27,4.29,2.07,0.511999537037037,342.72,402.83,0.2901129349209598 -1989-03-28,6.79,6.734999999999999,0.5159998842592592,285.78,645.12,0.30310306633533113 -1989-03-29,4.53,1.4949999999999997,0.5159998842592592,363.75,418.25,0.32475328535928333 -1989-03-30,2.64,-5.805,0.520000462962963,366.81,240.0,0.35722861389521166 -1989-03-31,5.97,-2.855,0.520000462962963,170.35,399.8,0.42542680382066117 -1989-04-01,10.64,-2.335,0.5240002314814816,106.97,453.79,0.487129928038925 -1989-04-02,1.87,-3.78,0.5279998842592593,400.71,286.8,0.6170312421826384 -1989-04-03,0.32,0.7250000000000001,0.5279998842592593,450.22,407.92,0.7252823373023994 -1989-04-04,2.54,2.955,0.5319998842592593,274.3,567.17,0.8227083229101846 -1989-04-05,3.94,5.37,0.5319998842592593,242.27,662.02,0.9201343085179694 -1989-04-06,11.73,5.9350000000000005,0.5359994212962963,224.05,722.56,1.0110652284185688 -1989-04-07,7.13,3.35,0.5395353009259259,165.37,646.77,1.4722148936287511 -1989-04-08,3.23,-0.625,0.54,198.9,477.24,1.8835690550838433 -1989-04-09,0.0,-1.3199999999999998,0.5439997685185185,395.48,405.44,2.1650219023952224 -1989-04-10,0.0,-0.7399999999999998,0.5439997685185185,531.09,360.0,2.4681249687305535 -1989-04-11,0.0,-0.04999999999999982,0.5479999999999999,410.43,439.82,2.72792759701798 -1989-04-12,0.0,-1.6699999999999995,0.5498481481481481,573.22,320.0,2.92277956823355 -1989-04-13,0.0,0.8900000000000001,0.5520004629629629,602.13,348.21,3.095981320425168 -1989-04-14,0.0,1.5699999999999998,0.5559922453703704,543.49,429.94,3.280008182128762 -1989-04-15,0.33,2.2649999999999997,0.5560002314814815,462.62,503.01,3.409909496272475 -1989-04-16,0.54,2.525,0.56,252.23,602.45,3.50733548188026 -1989-04-17,0.01,3.4349999999999996,0.5600517361111111,502.39,523.81,3.593936357976069 -1989-04-18,5.97,3.5650000000000004,0.5639996527777777,302.7,594.78,3.8753892052874477 -1989-04-19,1.24,2.27,0.5663305555555556,393.88,533.74,4.102716505038946 -1989-04-20,0.0,1.27,0.5679997685185185,569.05,416.01,4.319218695278469 -1989-04-21,0.03,1.565,0.5715351851851852,561.83,424.72,4.416644680886253 -1989-04-22,7.17,-0.8050000000000002,0.5719994212962963,370.37,404.72,4.449120009422182 -1989-04-23,3.61,-1.3550000000000002,0.5760005787037037,325.91,426.96,4.42746979039823 -1989-04-24,0.0,0.47,0.5760005787037037,372.78,502.43,4.340868914302421 -1989-04-25,0.0,1.48,0.5800003472222222,500.95,488.31,4.167667162110803 -1989-04-26,0.0,2.28,0.5807946759259259,622.59,411.55,4.016115628943138 -1989-04-27,0.02,2.92,0.5840005787037037,531.27,517.42,3.907864533823376 -1989-04-28,0.0,4.220000000000001,0.5853530092592593,481.63,608.66,3.799613438703615 -1989-04-29,0.0,6.12,0.5880002314814815,616.46,521.29,3.745487891143735 -1989-04-30,0.0,7.579999999999999,0.5903311342592593,665.75,442.39,3.788788329191639 -1989-05-01,0.0,11.35,0.5920008101851852,619.94,660.28,3.9403398623593047 -1989-05-02,11.81,10.26,0.5943310185185184,524.24,707.9,4.254268038206612 -1989-05-03,13.02,7.71,0.5959997685185184,201.24,909.09,5.293478551356318 -1989-05-04,2.41,7.289999999999999,0.5987809027777777,447.9,722.12,5.7156578223233865 -1989-05-05,0.0,8.834999999999999,0.5999998842592592,660.73,492.84,5.8239089174431475 -1989-05-06,10.09,10.79,0.6027810185185185,428.57,810.03,6.029585998170694 -1989-05-07,9.11,11.67,0.6039996527777778,344.88,1000.22,6.419289940601834 -1989-05-08,4.85,11.04,0.6063304398148148,382.6,919.22,6.419289940601834 -1989-05-09,1.86,7.285,0.6079995370370371,549.41,579.04,6.213612859874287 -1989-05-10,0.0,7.86,0.6098476851851852,605.26,587.38,5.8455591364671 -1989-05-11,13.38,8.965,0.6120002314814815,330.23,835.36,5.585756508179673 -1989-05-12,14.75,12.14,0.6133524305555556,238.56,1165.54,6.614141911817404 -1989-05-13,7.52,12.34,0.6159914351851852,288.14,1128.52,6.906419868640759 -1989-05-14,8.73,8.495000000000001,0.6162851851851852,336.64,820.65,7.133747168392257 -1989-05-15,6.83,10.735,0.6195356481481481,340.21,975.78,7.382724687167708 -1989-05-16,0.0,14.280000000000001,0.6199998842592592,582.01,970.61,7.339424249119803 -1989-05-17,0.0,16.245,0.6227818287037037,622.91,909.69,7.155397387416209 -1989-05-18,0.0,17.15,0.6240006944444445,629.14,888.75,6.906419868640759 -1989-05-19,0.0,18.365000000000002,0.6253526620370371,610.24,1014.0,6.614141911817404 -1989-05-20,0.72,18.715,0.6278895833333333,536.48,1280.15,6.029585998170694 -1989-05-21,2.19,17.56,0.6280518518518519,458.59,1331.14,5.564106289155721 -1989-05-22,6.12,13.95,0.6303303240740741,369.74,1067.74,5.271828332332366 -1989-05-23,6.2,12.395,0.6319916666666667,299.79,1072.3,5.001200594532963 -1989-05-24,0.31,12.89,0.6322856481481481,524.13,901.28,4.654797090149728 -1989-05-25,2.66,15.485,0.6347809027777778,392.39,1201.82,4.319218695278469 -1989-05-26,2.98,17.775,0.6360001157407408,458.0,1299.91,4.016115628943138 -1989-05-27,6.86,17.475,0.6362856481481481,341.45,1363.21,3.734662781631758 -1989-05-28,5.74,12.084999999999999,0.6387810185185185,362.12,920.57,3.4532099343203795 -1989-05-29,0.27,10.75,0.6399917824074074,542.21,744.16,3.2258826345688814 -1989-05-30,4.73,14.15,0.6400512731481481,355.12,1096.0,3.009380444329359 -1989-05-31,0.0,12.845,0.6418483796296296,421.54,1051.15,2.8037033636018127 -1989-06-01,14.35,14.385000000000002,0.6435354166666667,203.06,1339.23,2.8470038016497177 -1989-06-02,1.02,13.579999999999998,0.6439998842592592,253.35,1273.29,2.7604029255539086 -1989-06-03,0.79,13.825,0.6442856481481481,452.57,1027.1,2.5980262828742666 -1989-06-04,7.79,15.55,0.6458482638888889,256.55,1344.66,2.5114254067784576 -1989-06-05,4.77,13.52,0.6471538194444444,403.98,994.76,2.446474749706601 -1989-06-06,0.0,12.2,0.6479927083333333,485.71,888.02,2.316573435562888 -1989-06-07,0.0,13.825,0.6480521990740741,452.33,1040.31,2.1974972309311505 -1989-06-08,0.0,14.49,0.6487947916666666,401.32,1172.65,2.0567708072754614 -1989-06-09,0.0,13.510000000000002,0.6498487268518519,388.01,1120.69,1.9376946026437238 -1989-06-10,21.15,10.41,0.6507814814814814,291.99,902.44,1.9593448216676759 -1989-06-11,20.13,8.67,0.6515357638888889,149.0,956.86,2.3923492021467205 -1989-06-12,3.15,9.82,0.6519921296296297,276.16,914.89,2.424824530682649 -1989-06-13,0.0,9.525,0.6520001157407407,513.5,671.16,2.435649640194625 -1989-06-14,0.0,11.535,0.6520517361111111,510.91,773.35,2.3923492021467205 -1989-06-15,0.43,12.79,0.6522856481481482,491.18,839.3,2.327398545074864 -1989-06-16,6.27,13.170000000000002,0.6527943287037037,259.83,1132.37,2.33822365458684 -1989-06-17,5.3,12.7,0.653352662037037,182.36,1226.77,2.316573435562888 -1989-06-18,2.35,14.91,0.653848611111111,332.22,1261.55,2.229972559467079 -1989-06-19,1.42,15.760000000000002,0.653848611111111,467.71,1093.88,2.154196792883246 -1989-06-20,0.0,17.67,0.653848611111111,508.81,1151.27,2.0675959167874374 -1989-06-21,0.0,19.95,0.6543310185185185,497.23,1340.59,1.9593448216676759 -1989-06-22,0.0,20.009999999999998,0.6543310185185185,514.42,1245.84,1.8402686170359388 -1989-06-23,0.0,20.65,0.653848611111111,480.52,1427.1,1.7320175219161775 -1989-06-24,0.0,17.465,0.653848611111111,493.05,1159.99,1.6237664267964167 -1989-06-25,0.0,17.555,0.653352662037037,479.29,1207.77,1.5155153316766559 -1989-06-26,0.0,20.04,0.653352662037037,487.66,1342.71,1.4072642365568944 -1989-06-27,0.0,21.66,0.6527943287037037,445.14,1617.81,1.3206633604610856 -1989-06-28,2.12,21.42,0.6522856481481482,326.62,1798.43,1.2448875938772528 -1989-06-29,5.64,16.439999999999998,0.6520517361111111,326.31,1248.44,1.16911182729342 -1989-06-30,0.0,12.829999999999998,0.6519921296296297,480.84,886.27,1.074933374539228 -1989-07-01,2.21,12.959999999999999,0.6518894675925926,470.97,812.47,1.0121477393697664 -1989-07-02,5.44,15.36,0.6511538194444445,257.98,1274.99,0.9872499874922213 -1989-07-03,0.0,13.684999999999999,0.6503311342592593,481.9,907.59,0.9417845275419217 -1989-07-04,1.32,18.4,0.6493528935185184,416.73,1337.33,0.9017316223476101 -1989-07-05,0.62,20.805,0.6482863425925927,392.33,1614.11,0.8616787171532985 -1989-07-06,0.0,22.92,0.6480008101851852,419.91,1775.26,0.8227083229101846 -1989-07-07,0.0,21.985,0.647890162037037,355.07,1853.66,0.768582775350304 -1989-07-08,0.0,15.44,0.64678125,499.85,924.79,0.7231173154000042 -1989-07-09,0.0,15.879999999999999,0.645352199074074,495.81,954.5,0.6906419868640759 -1989-07-10,11.99,16.555,0.6440515046296297,325.06,1299.74,0.7036321182784472 -1989-07-11,19.73,15.059999999999999,0.6438894675925926,155.85,1406.22,0.7945630381790466 -1989-07-12,0.0,15.93,0.6427809027777778,380.97,1228.34,0.7620877096431182 -1989-07-13,0.02,16.47,0.6407940972222222,442.47,1140.41,0.7393549796679684 -1989-07-14,0.76,16.835,0.6399997685185186,377.56,1276.97,0.7231173154000042 -1989-07-15,0.0,14.35,0.6395354166666667,467.82,933.51,0.6841469211568902 -1989-07-16,0.0,15.445,0.6378482638888888,477.02,963.7,0.6592491692793452 -1989-07-17,0.0,16.72,0.6360001157407408,434.39,1159.0,0.6246088188410216 -1989-07-18,0.0,18.044999999999998,0.6355359953703703,436.22,1242.15,0.6083711545730576 -1989-07-19,0.0,19.36,0.6338483796296296,350.91,1547.51,0.5813083807931171 -1989-07-20,0.0,15.129999999999999,0.6319996527777777,459.9,968.47,0.545585519403596 -1989-07-21,0.0,14.77,0.6315355324074073,492.03,869.76,0.5239353003796438 -1989-07-22,0.0,16.865,0.6287943287037038,462.27,1082.36,0.501202570404494 -1989-07-23,0.0,16.47,0.628,476.24,1004.68,0.4752223075757513 -1989-07-24,0.0,17.44,0.6267813657407407,493.86,991.99,0.45681962140539184 -1989-07-25,0.0,21.905,0.624052199074074,458.81,1429.84,0.4449120009422182 -1989-07-26,0.49,23.845,0.6238902777777778,404.49,1767.42,0.43192186952784684 -1989-07-27,5.17,24.365,0.6207944444444444,358.82,1897.85,0.4275918257230564 -1989-07-28,18.36,20.75,0.6199998842592592,233.24,1740.88,0.47413979662455363 -1989-07-29,8.84,13.54,0.6183303240740741,268.69,1060.38,0.47089226377096083 -1989-07-30,0.0,13.14,0.615999537037037,419.99,920.26,0.4589846433077871 -1989-07-31,0.0,14.255,0.6151532407407407,468.19,883.23,0.4459945118934157 -1989-08-01,0.0,16.595,0.6120002314814815,474.69,971.62,0.43516940238143964 -1989-08-02,3.03,17.880000000000003,0.6115356481481482,391.46,1165.92,0.4243442928694635 -1989-08-03,1.53,19.53,0.6080510416666667,277.87,1635.78,0.42975684762545163 -1989-08-04,6.17,20.02,0.6078891203703704,152.06,1886.99,0.42975684762545163 -1989-08-05,9.3,21.42,0.6042853009259259,152.48,2081.83,0.4275918257230564 -1989-08-06,4.36,21.939999999999998,0.6039916666666666,219.79,1982.12,0.4384169352350325 -1989-08-07,6.64,21.225,0.6002854166666667,221.43,1832.1,0.4579021323565895 -1989-08-08,14.11,16.595,0.5999998842592592,244.52,1343.25,0.47089226377096083 -1989-08-09,0.0,14.525,0.5962851851851851,396.69,1055.46,0.47738732947814655 -1989-08-10,0.0,17.134999999999998,0.5959997685185184,433.52,1141.85,0.47955235138054175 -1989-08-11,0.0,19.27,0.5920523148148148,404.54,1366.1,0.47738732947814655 -1989-08-12,8.04,19.365000000000002,0.591992824074074,213.72,1654.04,0.47738732947814655 -1989-08-13,19.08,18.41,0.5880002314814815,139.69,1755.11,0.5152752127700628 -1989-08-14,8.68,20.745,0.5879922453703703,160.56,1967.72,0.5661532274763506 -1989-08-15,3.99,21.06,0.5840005787037037,323.79,1664.2,0.58455591364671 -1989-08-16,0.0,21.02,0.5835359953703704,320.45,1765.87,0.5813083807931171 -1989-08-17,0.79,16.165,0.5800003472222222,375.98,1200.28,0.5802258698419196 -1989-08-18,0.0,14.395,0.5787818287037036,439.23,933.3,0.5607406727203627 -1989-08-19,0.0,15.794999999999998,0.5760005787037037,458.95,950.6,0.545585519403596 -1989-08-20,2.37,16.075,0.5738478009259259,371.27,1097.24,0.5315128770380272 -1989-08-21,3.11,17.005000000000003,0.5719994212962963,189.72,1532.37,0.5271828332332367 -1989-08-22,1.7,17.375,0.5680513888888888,265.18,1487.3,0.501202570404494 -1989-08-23,0.1,15.93,0.5679997685185185,324.62,1310.0,0.48388239518533216 -1989-08-24,0.0,12.185,0.5639996527777777,374.65,941.23,0.45248957760060143 -1989-08-25,0.0,9.685,0.5639916666666667,373.95,810.8,0.4081066286014994 -1989-08-26,0.0,9.685,0.56,353.89,835.82,0.37996134387036146 -1989-08-27,0.0,9.93,0.558330324074074,443.26,701.5,0.3637236796023974 -1989-08-28,0.0,13.12,0.5560002314814815,452.55,801.75,0.3485685262856308 -1989-08-29,0.0,16.86,0.5520519675925926,431.17,1101.17,0.3420734605784451 -1989-08-30,4.73,18.025,0.5520004629629629,247.1,1485.53,0.3399084386760499 -1989-08-31,6.59,14.830000000000002,0.5479999999999999,226.12,1285.09,0.33666090582245706 -1989-09-01,13.96,10.32,0.5479921296296296,308.33,878.54,0.33666090582245706 -1989-09-02,32.11,12.875,0.5439997685185185,212.98,1140.84,0.6007935779146741 -1989-09-03,0.0,9.255,0.540794212962963,394.04,734.89,0.6181137531338359 -1989-09-04,0.0,8.55,0.54,450.75,569.33,0.6495065707185667 -1989-09-05,0.0,11.315,0.5359994212962963,445.99,676.51,0.6787343664009022 -1989-09-06,0.0,14.024999999999999,0.5359994212962963,402.46,940.28,0.6906419868640759 -1989-09-07,0.0,17.03,0.5319998842592593,371.35,1226.59,0.6744043225961118 -1989-09-08,0.0,18.42,0.5298482638888888,378.21,1296.34,0.6560016364257523 -1989-09-09,0.0,19.955,0.5279998842592593,351.23,1490.59,0.6386814612065905 -1989-09-10,4.68,22.55,0.5240002314814816,300.48,1815.85,0.6213612859874288 -1989-09-11,3.7,18.91,0.5240002314814816,248.15,1548.73,0.5867209355491053 -1989-09-12,0.0,16.09,0.520000462962963,242.14,1394.53,0.5434204975012007 -1989-09-13,0.0,14.135,0.5183310185185186,338.66,1050.37,0.5228527894284463 -1989-09-14,2.89,12.465,0.5159998842592592,223.72,1044.31,0.5044501032580868 -1989-09-15,8.99,12.115,0.511999537037037,197.72,1042.17,0.5022850813556916 -1989-09-16,5.17,12.255,0.511999537037037,290.38,797.76,0.4925424827949131 -1989-09-17,4.29,12.765,0.5079996527777778,242.79,1007.04,0.48171737328293696 -1989-09-18,1.56,12.5,0.5067805555555556,296.85,942.01,0.4665622199661704 -1989-09-19,0.0,11.68,0.503999537037037,375.93,789.89,0.4557371104541943 -1989-09-20,3.45,13.555,0.4999997685185186,226.56,1088.28,0.45248957760060143 -1989-09-21,2.5,16.91,0.4999997685185186,230.22,1365.11,0.4546545995029967 -1989-09-22,1.0,16.555,0.4959997685185185,296.76,1261.61,0.45032455569820623 -1989-09-23,5.43,16.795,0.49366840277777774,237.84,1232.91,0.46980975281976317 -1989-09-24,3.26,9.705,0.4919994212962963,259.96,745.49,0.4340868914302421 -1989-09-25,0.0,5.59,0.48800034722222224,348.74,520.3,0.4200142490646731 -1989-09-26,0.81,7.585,0.48800034722222224,297.44,668.74,0.4081066286014994 -1989-09-27,4.65,4.215000000000001,0.4840002314814815,208.69,568.41,0.37238376721197824 -1989-09-28,0.48,2.88,0.48167002314814816,305.96,480.0,0.37021874530958304 -1989-09-29,2.73,7.855,0.4800005787037037,234.35,713.67,0.3593936357976069 -1989-09-30,0.53,6.235,0.4760001157407408,288.29,604.75,0.33557839487125946 -1989-10-01,0.0,5.6000000000000005,0.4760001157407408,334.73,520.81,0.32475328535928333 -1989-10-02,5.56,11.295,0.4719996527777777,266.02,824.97,0.3215057525056905 -1989-10-03,8.86,11.53,0.4701513888888889,233.07,812.34,0.33882592772485226 -1989-10-04,1.46,4.385,0.46799976851851854,260.69,520.07,0.3204232415544929 -1989-10-05,1.95,2.545,0.463999537037037,201.38,559.14,0.3095981320425168 -1989-10-06,2.45,2.6799999999999997,0.463999537037037,190.98,560.0,0.30526808823772633 -1989-10-07,2.76,5.1850000000000005,0.46,144.12,715.37,0.3041855772865288 -1989-10-08,0.19,3.95,0.45920532407407405,184.67,628.74,0.29444297872575026 -1989-10-09,0.0,2.465,0.45599953703703705,224.08,530.08,0.28578289111616934 -1989-10-10,0.0,1.945,0.45200810185185186,274.69,450.9,0.2760402925553908 -1989-10-11,0.42,3.465,0.452,290.83,481.92,0.2695452268482052 -1989-10-12,0.74,4.995,0.4480001157407407,264.38,572.74,0.26738020494580994 -1989-10-13,0.91,7.27,0.4480001157407407,263.3,663.44,0.2608851392386243 -1989-10-14,0.0,5.005000000000001,0.4440001157407408,265.97,564.28,0.25006002972664815 -1989-10-15,0.0,3.4400000000000004,0.44166932870370373,290.86,442.5,0.24681249687305531 -1989-10-16,8.08,5.795,0.4400003472222222,191.62,599.99,0.2511425406778458 -1989-10-17,7.48,3.1149999999999998,0.43611064814814815,167.86,554.01,0.26738020494580994 -1989-10-18,0.0,-0.375,0.43600011574074077,105.34,514.0,0.26629769399461234 -1989-10-19,0.0,-0.9950000000000001,0.43200000000000005,218.93,401.39,0.2619676501898219 -1989-10-20,5.14,1.4650000000000003,0.43194837962962956,272.75,360.0,0.26413267209221714 -1989-10-21,8.77,7.415,0.428,209.54,617.99,0.3020205553841335 -1989-10-22,3.94,5.295,0.4261517361111111,185.72,595.87,0.3409909496272475 -1989-10-23,0.0,3.415,0.42400011574074076,242.87,525.14,0.3323308620176666 -1989-10-24,0.0,5.62,0.42121863425925926,265.68,551.53,0.33882592772485226 -1989-10-25,0.0,8.424999999999999,0.41999976851851856,276.93,589.74,0.3344958839200618 -1989-10-26,0.0,8.07,0.4164640046296296,269.49,572.97,0.3323308620176666 -1989-10-27,0.0,9.86,0.4159996527777778,238.07,743.57,0.3399084386760499 -1989-10-28,0.0,13.135,0.4121109953703704,206.96,1014.94,0.34315597152964267 -1989-10-29,0.0,11.959999999999999,0.41200046296296294,218.51,905.73,0.3420734605784451 -1989-10-30,0.0,13.03,0.4080084490740741,220.36,942.13,0.3420734605784451 -1989-10-31,2.6,11.785,0.40794895833333333,206.22,807.01,0.3399084386760499 -1989-11-01,10.29,10.46,0.40399999999999997,145.72,859.44,0.3637236796023974 -1989-11-02,2.09,3.7399999999999998,0.4037145833333334,163.54,565.23,0.3767138110167687 -1989-11-03,3.64,2.145,0.40000023148148145,82.76,603.32,0.37996134387036146 -1989-11-04,7.04,-1.7950000000000002,0.39971435185185183,96.21,424.86,0.3972815190895233 -1989-11-05,0.0,-4.29,0.3960082175925926,189.37,289.76,0.4059416066991042 -1989-11-06,2.05,1.0099999999999998,0.39571446759259266,168.91,440.0,0.4221792709670683 -1989-11-07,2.16,4.0649999999999995,0.3921108796296296,97.7,673.32,0.4200142490646731 -1989-11-08,2.05,2.17,0.3919487268518519,88.77,597.89,0.428674336674254 -1989-11-09,9.32,5.285,0.3884644675925926,109.05,652.28,0.4600671542589847 -1989-11-10,13.8,5.615,0.38799999999999996,114.81,660.54,0.6072886436218599 -1989-11-11,2.0,3.065,0.3848466435185185,118.87,600.32,0.6321863954994049 -1989-11-12,1.13,1.0100000000000002,0.3840003472222222,113.15,525.73,0.6711567897425189 -1989-11-13,1.32,-3.835,0.38166932870370374,127.87,355.29,0.6928070087664712 -1989-11-14,4.82,-2.6199999999999997,0.3799997685185186,78.53,423.83,0.7393549796679684 -1989-11-15,6.03,1.3750000000000002,0.37920590277777777,95.58,521.72,0.8053881476910227 -1989-11-16,8.13,8.23,0.37611087962962964,144.63,656.89,0.9147217537619815 -1989-11-17,8.83,4.975,0.3759486111111111,134.51,560.17,1.1149862797335395 -1989-11-18,3.38,-2.37,0.37321898148148147,91.36,415.38,1.2124122653413245 -1989-11-19,2.15,-6.145,0.3719998842592593,145.62,278.1,1.277362922413181 -1989-11-20,3.6,-8.385,0.37120578703703705,106.98,247.62,1.3423135794850378 -1989-11-21,3.38,-7.805,0.3684645833333333,77.74,281.19,1.3423135794850378 -1989-11-22,0.0,-9.035,0.3680003472222222,105.46,257.41,1.3098382509491096 -1989-11-23,0.0,-13.155000000000001,0.36615196759259255,187.99,151.94,1.277362922413181 -1989-11-24,0.0,-14.435,0.3644642361111111,215.79,114.6,1.2448875938772528 -1989-11-25,1.17,-13.620000000000001,0.36400011574074076,165.79,148.99,1.2124122653413245 -1989-11-26,4.61,-10.385,0.3621513888888889,110.79,206.35,1.2015871558293483 -1989-11-27,3.01,-10.655000000000001,0.3604638888888889,121.73,204.79,1.158286717781444 -1989-11-28,8.84,-10.959999999999999,0.3599998842592593,157.65,160.0,1.1366364987574917 -1989-11-29,5.87,-10.725,0.35920578703703704,138.0,183.44,1.1258113892455155 -1989-11-30,0.01,-15.645,0.3572189814814815,192.89,120.0,1.1149862797335395 -1989-12-01,1.05,-16.965,0.35611041666666665,179.75,116.15,1.0500356226616827 -1989-12-02,0.8,-17.23,0.3559483796296296,180.49,103.71,1.0283854036377307 -1989-12-03,13.81,-12.925,0.3546476851851852,117.64,160.0,1.0067351846137784 -1989-12-04,9.42,-11.645,0.35321898148148145,93.97,194.36,0.9850849655898262 -1989-12-05,0.0,-14.96,0.35211030092592593,183.09,120.01,0.9634347465658739 -1989-12-06,1.05,-12.8,0.35199988425925927,190.97,120.0,0.9417845275419217 -1989-12-07,4.2,-12.114999999999998,0.35171423611111113,139.2,151.08,0.9093091990059934 -1989-12-08,0.0,-17.795,0.3506474537037037,169.11,102.67,0.876833870470065 -1989-12-09,0.0,-20.32,0.34966921296296294,187.29,80.0,0.8335334324221606 -1989-12-10,0.13,-19.130000000000003,0.3488465277777778,199.44,77.83,0.8118832133982083 -1989-12-11,0.0,-16.955,0.3481105324074074,183.86,88.32,0.7794078848622801 -1989-12-12,0.0,-18.515,0.3480079861111111,184.05,80.0,0.7577576658383279 -1989-12-13,0.0,-20.05,0.34794849537037037,172.88,80.0,0.7252823373023994 -1989-12-14,0.25,-19.77,0.34771435185185184,133.13,87.51,0.7144572277904233 -1989-12-15,1.06,-17.91,0.3472057870370371,87.75,120.0,0.6928070087664712 -1989-12-16,9.53,-17.815,0.3466476851851852,157.16,80.0,0.681981899254495 -1989-12-17,8.23,-10.98,0.3466476851851852,119.36,177.32,0.6603316802305428 -1989-12-18,0.05,-11.09,0.3461518518518519,95.17,213.06,0.6386814612065905 -1989-12-19,0.0,-15.095,0.3461518518518519,165.5,120.0,0.6170312421826384 -1989-12-20,0.0,-18.630000000000003,0.3456693287037037,188.26,80.0,0.6062061326706623 -1989-12-21,0.0,-17.425,0.3456693287037037,144.22,120.0,0.5953810231586861 -1989-12-22,0.0,-18.935000000000002,0.3461518518518519,129.19,100.42,0.58455591364671 -1989-12-23,0.0,-21.305,0.3461518518518519,151.05,80.0,0.5629056946227577 -1989-12-24,0.0,-21.53,0.3461518518518519,196.62,40.0,0.5520805851107816 -1989-12-25,0.0,-16.03,0.3466476851851852,177.66,105.66,0.5412554755988056 -1989-12-26,2.46,-11.06,0.3472057870370371,103.2,200.0,0.5304303660868295 -1989-12-27,1.49,-17.16,0.34771435185185184,160.91,102.89,0.5196052565748533 -1989-12-28,0.01,-20.4,0.34794849537037037,152.41,80.0,0.5087801470628772 -1989-12-29,0.0,-22.75,0.34800000000000003,167.31,64.52,0.4979550375509011 -1989-12-30,0.0,-26.12,0.3480079861111111,206.34,40.0,0.487129928038925 -1989-12-31,2.05,-17.830000000000002,0.3484641203703704,194.1,40.0,0.4763048185269489 -1990-01-01,8.93,-4.225,0.34921886574074074,129.63,278.66,0.46547970901497276 -1990-01-02,0.0,-8.72,0.35015162037037034,193.33,167.89,0.4600671542589847 -1990-01-03,0.0,-6.05,0.35120578703703703,161.82,250.65,0.4546545995029967 -1990-01-04,1.89,-3.045,0.3519482638888889,134.31,337.13,0.44382948999102056 -1990-01-05,1.25,-5.705,0.35200787037037035,154.59,270.61,0.4384169352350325 -1990-01-06,1.36,-11.830000000000002,0.35284641203703704,157.21,156.8,0.4330043804790444 -1990-01-07,2.55,-15.79,0.3541518518518519,189.99,80.0,0.4167667162110803 -1990-01-08,1.26,-11.25,0.35571446759259256,209.56,127.18,0.4059416066991042 -1990-01-09,1.07,-7.765,0.35600000000000004,175.43,200.0,0.39511649718712805 -1990-01-10,3.06,-5.28,0.3564643518518519,118.54,280.23,0.37887883291916397 -1990-01-11,3.86,-10.98,0.35815185185185183,145.23,160.0,0.37346627816317585 -1990-01-12,5.05,-10.775,0.3599482638888889,118.27,191.33,0.384291387675152 -1990-01-13,1.79,-11.32,0.36000787037037035,133.76,190.72,0.38970394243114004 -1990-01-14,0.0,-16.705,0.36121863425925926,170.83,119.52,0.37887883291916397 -1990-01-15,2.32,-21.509999999999998,0.3637142361111111,206.34,40.0,0.384291387675152 -1990-01-16,3.37,-16.064999999999998,0.36400011574074076,168.97,89.0,0.40052905194311617 -1990-01-17,1.52,-10.595,0.36521898148148146,225.13,120.0,0.384291387675152 -1990-01-18,3.52,-0.06499999999999995,0.36771435185185186,149.56,386.09,0.39511649718712805 -1990-01-19,1.24,-10.465,0.3680083333333333,186.43,179.73,0.4113541614550923 -1990-01-20,0.0,-16.155,0.3696696759259259,241.27,80.56,0.4275918257230564 -1990-01-21,0.0,-16.685000000000002,0.3719483796296296,218.81,94.98,0.44382948999102056 -1990-01-22,4.38,-17.96,0.37211041666666667,146.08,102.3,0.44924204474700863 -1990-01-23,3.37,-11.475,0.3746479166666667,137.6,160.49,0.44382948999102056 -1990-01-24,2.6,-8.085,0.3760002314814815,220.5,175.3,0.4275918257230564 -1990-01-25,4.41,-1.3850000000000002,0.3772188657407407,134.69,392.38,0.4113541614550923 -1990-01-26,9.05,1.71,0.3799997685185186,72.1,600.0,0.4546545995029967 -1990-01-27,3.17,-3.3049999999999997,0.3804640046296296,149.97,341.99,0.5196052565748533 -1990-01-28,0.0,-2.14,0.383714699074074,205.5,357.17,0.5196052565748533 -1990-01-29,0.92,-6.18,0.38400833333333334,248.31,207.81,0.5141927018188653 -1990-01-30,15.19,-7.234999999999999,0.3866476851851852,154.69,240.03,0.5087801470628772 -1990-01-31,8.53,-12.155,0.38799999999999996,236.11,120.53,0.4925424827949131 -1990-02-01,0.0,-6.72,0.3901519675925926,261.69,216.56,0.48171737328293696 -1990-02-02,0.0,-11.165,0.39200034722222227,257.61,159.31,0.47089226377096083 -1990-02-03,0.0,-21.915,0.3936696759259259,263.62,61.11,0.4600671542589847 -1990-02-04,0.92,-22.145,0.39600023148148145,234.25,80.0,0.44924204474700863 -1990-02-05,0.0,-22.16,0.3972188657407407,319.13,40.0,0.4384169352350325 -1990-02-06,0.25,-14.899999999999999,0.40000023148148145,327.23,86.77,0.4167667162110803 -1990-02-07,0.0,-10.37,0.4012189814814815,333.99,120.0,0.4059416066991042 -1990-02-08,0.0,-6.154999999999999,0.40399999999999997,312.21,200.15,0.39511649718712805 -1990-02-09,0.0,-1.3649999999999998,0.40521898148148144,260.89,351.34,0.40052905194311617 -1990-02-10,11.65,-0.77,0.4080003472222223,157.54,426.79,0.4384169352350325 -1990-02-11,13.63,-5.865,0.40966990740740744,122.3,308.05,0.46547970901497276 -1990-02-12,0.0,-15.32,0.41200046296296294,347.61,83.28,0.4546545995029967 -1990-02-13,2.39,-16.165,0.41464768518518513,327.93,80.0,0.4384169352350325 -1990-02-14,0.0,-11.695,0.4159996527777778,305.56,147.02,0.4221792709670683 -1990-02-15,0.0,-18.69,0.419205324074074,352.07,78.92,0.4113541614550923 -1990-02-16,6.37,-14.685,0.41999976851851856,212.91,120.0,0.4059416066991042 -1990-02-17,7.15,-12.29,0.42400011574074076,140.96,183.85,0.40052905194311617 -1990-02-18,0.0,-18.895,0.42400011574074076,383.32,49.67,0.39511649718712805 -1990-02-19,1.41,-12.595,0.428,325.62,120.0,0.38970394243114004 -1990-02-20,0.52,-15.68,0.42846388888888887,314.26,108.37,0.384291387675152 -1990-02-21,0.01,-16.235,0.43200000000000005,411.04,69.35,0.37887883291916397 -1990-02-22,4.06,-4.864999999999999,0.4336695601851852,313.36,169.4,0.384291387675152 -1990-02-23,5.87,-0.9649999999999999,0.43600011574074077,237.92,350.19,0.4275918257230564 -1990-02-24,0.0,-11.495,0.4399488425925926,245.95,180.55,0.4384169352350325 -1990-02-25,0.0,-19.814999999999998,0.4400003472222222,322.73,80.0,0.4221792709670683 -1990-02-26,0.0,-22.130000000000003,0.4440001157407408,355.71,40.0,0.4167667162110803 -1990-02-27,1.32,-20.475,0.4440081018518519,380.8,40.0,0.4113541614550923 -1990-02-28,1.97,-14.92,0.4480001157407407,299.43,120.0,0.40052905194311617 -1990-03-01,0.0,-17.015,0.4501516203703704,426.35,80.0,0.39511649718712805 -1990-03-02,0.0,-4.63,0.452,354.78,258.93,0.38970394243114004 -1990-03-03,0.01,-5.51,0.45599953703703705,389.41,215.38,0.37346627816317585 -1990-03-04,0.0,-10.040000000000001,0.45599953703703705,295.24,188.36,0.3680537234071878 -1990-03-05,0.0,-15.765,0.46,352.13,120.0,0.3626411686511997 -1990-03-06,0.0,-19.15,0.4604638888888889,441.62,56.58,0.35722861389521166 -1990-03-07,0.0,-17.509999999999998,0.463999537037037,429.7,80.0,0.3518160591392236 -1990-03-08,0.0,-13.55,0.46799976851851854,469.13,89.78,0.3464035043832356 -1990-03-09,0.0,-5.415,0.46799976851851854,448.91,197.91,0.3464035043832356 -1990-03-10,0.0,-2.3150000000000004,0.4719996527777777,485.6,211.72,0.3518160591392236 -1990-03-11,0.0,0.27499999999999947,0.4719996527777777,420.84,338.72,0.40052905194311617 -1990-03-12,0.0,-0.3550000000000004,0.4760001157407408,422.47,320.2,0.4546545995029967 -1990-03-13,0.0,1.0799999999999996,0.4800005787037037,336.07,430.24,0.5239353003796438 -1990-03-14,2.24,-2.485,0.4800005787037037,372.17,289.75,0.6495065707185667 -1990-03-15,5.9,-0.7949999999999999,0.4840002314814815,189.61,440.0,0.8118832133982083 -1990-03-16,0.08,2.21,0.4840002314814815,175.44,592.54,0.9515271261027002 -1990-03-17,7.66,4.115,0.48800034722222224,147.44,662.37,1.1149862797335395 -1990-03-18,7.95,3.915,0.4919994212962963,134.38,677.82,1.2990131414371333 -1990-03-19,0.0,0.8600000000000001,0.4919994212962963,241.86,509.35,1.5155153316766559 -1990-03-20,3.38,-1.8650000000000002,0.4959997685185185,301.9,368.42,1.7320175219161775 -1990-03-21,8.41,-0.9400000000000001,0.4959997685185185,141.88,475.39,1.9485197121557 -1990-03-22,2.84,-4.18,0.4999997685185186,405.25,253.64,2.219147449955103 -1990-03-23,1.4,-1.645,0.503999537037037,474.78,313.81,2.4897751877545056 -1990-03-24,0.0,-7.285,0.503999537037037,521.95,184.4,2.6738020494580996 -1990-03-25,0.0,-8.32,0.5079996527777778,479.82,197.57,2.5872011733622906 -1990-03-26,0.46,-5.365,0.5079996527777778,481.88,240.17,1.9918201502036044 -1990-03-27,0.0,-11.610000000000001,0.511999537037037,545.52,120.0,1.6345915363083927 -1990-03-28,0.02,-11.489999999999998,0.5159998842592592,448.61,159.75,1.4722148936287511 -1990-03-29,0.0,-11.375,0.5159998842592592,530.76,129.86,1.3098382509491096 -1990-03-30,1.03,-9.745000000000001,0.520000462962963,538.27,120.0,1.179936936805396 -1990-03-31,2.73,-3.38,0.520000462962963,416.89,277.46,1.158286717781444 -1990-04-01,0.07,1.71,0.5240002314814816,257.34,559.42,1.158286717781444 -1990-04-02,0.15,1.67,0.5279998842592593,193.28,589.4,1.16911182729342 -1990-04-03,1.7,2.295,0.5279998842592593,256.36,577.81,1.16911182729342 -1990-04-04,9.64,4.075,0.5319998842592593,225.91,634.48,1.36396379850899 -1990-04-05,7.56,3.74,0.5319998842592593,173.76,673.07,1.861918836059891 -1990-04-06,0.47,1.13,0.5359994212962963,349.48,506.1,2.132546573859294 -1990-04-07,0.0,-1.0850000000000002,0.5395353009259259,418.41,410.75,2.3815240926347445 -1990-04-08,0.0,-2.425,0.54,444.19,358.13,2.5872011733622906 -1990-04-09,0.0,-1.8650000000000002,0.5439997685185185,590.8,296.11,2.7712280350658847 -1990-04-10,6.78,0.06500000000000039,0.5439997685185185,351.31,428.95,2.9444297872575023 -1990-04-11,10.35,-2.575,0.5479999999999999,142.35,450.08,3.085156210913192 -1990-04-12,4.41,-3.3899999999999997,0.5498481481481481,318.93,355.99,3.1501068679850484 -1990-04-13,0.0,-3.6649999999999996,0.5520004629629629,606.77,279.14,3.1392817584730723 -1990-04-14,0.0,0.16000000000000014,0.5559922453703704,591.57,376.48,3.1068064299371434 -1990-04-15,6.2,2.5949999999999998,0.5560002314814815,309.8,561.19,3.1176315394491203 -1990-04-16,2.84,3.745,0.56,291.01,642.88,3.1934073060329524 -1990-04-17,2.63,1.2349999999999999,0.5600517361111111,442.77,460.8,3.3666090582245705 -1990-04-18,3.56,-1.77,0.5639996527777777,348.03,402.44,3.4423848248084035 -1990-04-19,0.0,-0.6400000000000001,0.5663305555555556,581.93,360.0,3.496510372368284 -1990-04-20,1.82,6.085,0.5679997685185185,537.14,575.29,3.6805372340718776 -1990-04-21,7.95,6.63,0.5715351851851852,360.15,698.48,4.210967600158707 -1990-04-22,0.0,4.205,0.5719994212962963,611.47,484.06,4.741397966245537 -1990-04-23,1.85,5.61,0.5760005787037037,480.0,628.91,5.369254317940151 -1990-04-24,0.0,3.8049999999999997,0.5760005787037037,613.93,483.33,5.8888595745150045 -1990-04-25,0.0,5.55,0.5800003472222222,612.48,538.16,6.365164393041954 -1990-04-26,0.0,8.575000000000001,0.5807946759259259,629.09,611.66,6.700742787913213 -1990-04-27,0.17,13.719999999999999,0.5840005787037037,652.53,698.05,7.426025125215612 -1990-04-28,0.0,11.875,0.5853530092592593,601.37,759.45,8.735863376164723 -1990-04-29,0.0,6.574999999999999,0.5880002314814815,468.26,719.99,9.15804264713179 -1990-04-30,0.0,10.645,0.5903311342592593,627.03,674.95,9.006491113964124 -1990-05-01,0.0,14.504999999999999,0.5920008101851852,622.36,808.95,8.779163814212627 -1990-05-02,2.2,11.469999999999999,0.5943310185185184,493.91,799.73,8.551836514461128 -1990-05-03,0.0,4.739999999999999,0.5959997685185184,611.41,463.63,8.118832133982083 -1990-05-04,0.0,5.355,0.5987809027777777,650.02,415.03,7.577576658383278 -1990-05-05,1.54,7.029999999999999,0.5999998842592592,469.83,642.97,7.079621620832377 -1990-05-06,3.93,5.7,0.6027810185185185,301.8,691.46,6.689917678401237 -1990-05-07,4.1,4.9799999999999995,0.6039996527777778,396.57,580.85,6.321863954994049 -1990-05-08,1.12,7.0,0.6063304398148148,588.25,533.51,5.8996846840269805 -1990-05-09,0.09,11.065000000000001,0.6079995370370371,614.09,653.4,5.45585519403596 -1990-05-10,3.33,12.385,0.6098476851851852,447.03,895.46,5.055326142092844 -1990-05-11,7.7,10.41,0.6120002314814815,300.26,945.14,4.806348623317393 -1990-05-12,2.51,8.02,0.6133524305555556,540.19,575.1,4.503245556982062 -1990-05-13,0.0,10.325,0.6159914351851852,485.32,805.46,4.221792709670684 -1990-05-14,0.0,10.424999999999999,0.6162851851851852,584.12,643.78,3.907864533823376 -1990-05-15,2.09,10.42,0.6195356481481481,583.38,546.44,3.648061905535949 -1990-05-16,5.74,12.184999999999999,0.6199998842592592,374.22,924.58,3.3882592772485234 -1990-05-17,2.51,8.255,0.6227818287037037,499.41,626.28,3.1717570870090004 -1990-05-18,10.53,6.69,0.6240006944444445,228.73,780.9,3.1392817584730723 -1990-05-19,2.44,4.33,0.6253526620370371,234.65,691.55,3.085156210913192 -1990-05-20,3.24,5.234999999999999,0.6278895833333333,289.36,690.54,3.0202055538413353 -1990-05-21,5.57,5.2299999999999995,0.6280518518518519,230.85,716.66,2.9444297872575023 -1990-05-22,18.82,2.5549999999999997,0.6303303240740741,200.22,602.0,3.1934073060329524 -1990-05-23,12.07,4.5249999999999995,0.6319916666666667,271.38,639.99,3.713012562607806 -1990-05-24,0.0,6.734999999999999,0.6322856481481481,601.19,540.2,3.8753892052874477 -1990-05-25,0.0,8.485,0.6347809027777778,652.75,478.26,3.9619900813832567 -1990-05-26,0.0,11.045,0.6360001157407408,663.82,503.65,3.9403398623593047 -1990-05-27,0.0,13.135,0.6362856481481481,657.08,581.24,3.8320887672395436 -1990-05-28,0.0,15.41,0.6387810185185185,637.84,717.58,3.70218745309583 -1990-05-29,0.21,12.96,0.6399917824074074,560.37,802.66,3.496510372368284 -1990-05-30,0.64,8.37,0.6400512731481481,341.61,857.9,3.2908332916407383 -1990-05-31,0.0,6.715,0.6418483796296296,553.56,577.58,3.1068064299371434 -1990-06-01,0.0,11.675,0.6435354166666667,630.54,584.97,2.9444297872575023 -1990-06-02,0.0,17.12,0.6439998842592592,583.15,939.29,2.7604029255539086 -1990-06-03,0.18,20.6,0.6442856481481481,525.1,1313.37,2.5980262828742666 -1990-06-04,7.47,18.015,0.6458482638888889,379.44,1301.01,2.53307562580241 -1990-06-05,3.28,10.855,0.6471538194444444,369.67,873.29,2.413999421170673 -1990-06-06,0.55,8.185,0.6479927083333333,542.47,628.12,2.2840981070269595 -1990-06-07,5.4,12.600000000000001,0.6480521990740741,347.46,976.18,2.1758470119071984 -1990-06-08,1.86,14.415,0.6487947916666666,434.11,1022.91,2.0784210262994134 -1990-06-09,0.61,15.030000000000001,0.6498487268518519,527.76,971.01,1.9701699311796523 -1990-06-10,0.21,14.969999999999999,0.6507814814814814,345.27,1289.18,1.851093726547915 -1990-06-11,1.73,13.48,0.6515357638888889,406.66,1071.29,1.7211924124042017 -1990-06-12,0.0,12.190000000000001,0.6519921296296297,610.06,585.28,1.6237664267964167 -1990-06-13,0.0,16.38,0.6520001157407407,575.19,850.17,1.5263404411886317 -1990-06-14,0.0,20.135,0.6520517361111111,467.77,1418.31,1.4397395650928229 -1990-06-15,0.6,19.67,0.6522856481481482,360.45,1640.13,1.3531386889970138 -1990-06-16,3.85,18.675,0.6527943287037037,344.84,1498.86,1.2881880319251573 -1990-06-17,2.23,21.134999999999998,0.653352662037037,373.9,1613.58,1.2232373748533005 -1990-06-18,10.74,21.58,0.653848611111111,231.77,1931.99,1.2232373748533005 -1990-06-19,11.55,15.07,0.653848611111111,242.27,1279.76,1.2015871558293483 -1990-06-20,6.6,11.26,0.653848611111111,168.74,1101.32,1.2015871558293483 -1990-06-21,2.22,13.09,0.6543310185185185,178.48,1261.74,1.179936936805396 -1990-06-22,5.3,15.580000000000002,0.6543310185185185,167.12,1438.89,1.1907620463173723 -1990-06-23,5.89,15.579999999999998,0.653848611111111,188.53,1427.22,1.2015871558293483 -1990-06-24,11.04,16.835,0.653848611111111,153.53,1608.36,1.2557127033892288 -1990-06-25,4.15,18.32,0.653352662037037,294.99,1460.26,1.2990131414371333 -1990-06-26,0.0,19.66,0.653352662037037,426.73,1499.03,1.2990131414371333 -1990-06-27,2.73,19.48,0.6527943287037037,368.04,1516.94,1.2881880319251573 -1990-06-28,3.26,16.155,0.6522856481481482,353.92,1273.47,1.2448875938772528 -1990-06-29,0.0,14.545,0.6520517361111111,490.67,959.02,1.2124122653413245 -1990-06-30,0.0,17.025,0.6519921296296297,424.87,1300.94,1.1474616082694677 -1990-07-01,0.0,16.215,0.6518894675925926,432.76,1231.74,1.0825109511976112 -1990-07-02,0.0,16.08,0.6511538194444445,480.94,1105.11,1.0348804693449163 -1990-07-03,2.51,17.4,0.6503311342592593,412.48,1276.35,0.9872499874922213 -1990-07-04,5.11,16.689999999999998,0.6493528935185184,221.04,1482.63,0.9775073889314428 -1990-07-05,0.08,14.16,0.6482863425925927,323.89,1252.06,0.8984840894940173 -1990-07-06,0.0,10.92,0.6480008101851852,462.97,833.27,0.8356984543245557 -1990-07-07,0.0,11.684999999999999,0.647890162037037,435.64,922.22,0.7869854615206633 -1990-07-08,1.29,12.91,0.64678125,492.52,813.13,0.7436850234727588 -1990-07-09,6.47,17.634999999999998,0.645352199074074,320.77,1361.45,0.7447675344239565 -1990-07-10,2.19,17.275,0.6440515046296297,387.0,1351.24,0.7047146292296448 -1990-07-11,0.0,15.99,0.6438894675925926,417.13,1252.39,0.6495065707185667 -1990-07-12,0.0,13.620000000000001,0.6427809027777778,467.91,976.93,0.6159487312314408 -1990-07-13,0.0,13.18,0.6407940972222222,515.66,822.2,0.5856384245979076 -1990-07-14,0.0,16.665,0.6399997685185186,518.57,968.26,0.5596581617691649 -1990-07-15,0.0,19.9,0.6395354166666667,442.43,1473.97,0.5293478551356319 -1990-07-16,0.0,23.055,0.6378482638888888,367.74,2037.9,0.5087801470628772 -1990-07-17,0.26,21.73,0.6360001157407408,431.58,1661.14,0.4806348623317393 -1990-07-18,1.05,21.085,0.6355359953703703,435.85,1501.44,0.4589846433077871 -1990-07-19,2.03,22.77,0.6338483796296296,315.67,2020.61,0.44382948999102056 -1990-07-20,2.48,19.835,0.6319996527777777,350.26,1638.87,0.42542680382066117 -1990-07-21,0.0,17.405,0.6315355324074073,390.91,1377.55,0.40052905194311617 -1990-07-22,0.0,17.14,0.6287943287037038,484.28,1060.2,0.3810438548215591 -1990-07-23,14.41,17.46,0.628,284.68,1476.78,0.39511649718712805 -1990-07-24,22.31,16.92,0.6267813657407407,118.63,1700.04,0.4763048185269489 -1990-07-25,4.43,18.78,0.624052199074074,169.85,1781.81,0.4947075046973083 -1990-07-26,0.01,20.105,0.6238902777777778,382.84,1636.26,0.5055326142092844 -1990-07-27,0.0,20.67,0.6207944444444444,467.08,1397.62,0.5152752127700628 -1990-07-28,0.0,21.235,0.6199998842592592,459.9,1464.69,0.5358429208428175 -1990-07-29,0.0,21.939999999999998,0.6183303240740741,470.15,1464.81,0.5282653441844343 -1990-07-30,0.0,22.75,0.615999537037037,449.33,1618.71,0.5163577237212605 -1990-07-31,0.0,21.54,0.6151532407407407,436.48,1559.52,0.5022850813556916 -1990-08-01,0.4,19.43,0.6120002314814815,319.91,1676.7,0.46223217616137996 -1990-08-02,0.0,16.275,0.6115356481481482,382.0,1284.24,0.4243442928694635 -1990-08-03,0.0,18.685000000000002,0.6080510416666667,451.32,1281.32,0.4037765847967089 -1990-08-04,0.0,20.64,0.6078891203703704,474.78,1293.46,0.39295147528473284 -1990-08-05,0.0,21.485,0.6042853009259259,457.62,1415.32,0.3810438548215591 -1990-08-06,0.74,21.34,0.6039916666666666,332.19,1783.69,0.3713012562607806 -1990-08-07,4.59,18.055,0.6002854166666667,165.34,1712.49,0.35614610294401405 -1990-08-08,5.69,19.924999999999997,0.5999998842592592,158.26,1916.36,0.3550635919928165 -1990-08-09,7.51,20.42,0.5962851851851851,289.9,1710.2,0.3485685262856308 -1990-08-10,2.0,20.225,0.5959997685185184,306.19,1713.79,0.32800081821287613 -1990-08-11,13.87,20.189999999999998,0.5920523148148148,148.88,1974.9,0.3269183072616786 -1990-08-12,8.21,20.59,0.591992824074074,183.59,1943.23,0.3323308620176666 -1990-08-13,18.33,18.615000000000002,0.5880002314814815,260.23,1548.18,0.3323308620176666 -1990-08-14,44.89,16.064999999999998,0.5879922453703703,197.81,1455.11,0.6224437969386264 -1990-08-15,0.0,15.575,0.5840005787037037,419.26,1157.8,0.6018760888658717 -1990-08-16,0.0,17.01,0.5835359953703704,386.88,1330.74,0.5780608479395244 -1990-08-17,0.0,18.77,0.5800003472222222,425.12,1368.44,0.5737308041347339 -1990-08-18,2.52,20.33,0.5787818287037036,364.71,1567.24,0.5661532274763506 -1990-08-19,5.2,14.115,0.5760005787037037,357.19,950.19,0.5683182493787459 -1990-08-20,0.0,10.379999999999999,0.5738478009259259,462.06,719.89,0.5596581617691649 -1990-08-21,0.0,12.93,0.5719994212962963,466.98,816.16,0.5423379865500033 -1990-08-22,0.0,15.445,0.5680513888888888,466.33,934.06,0.5185227456236557 -1990-08-23,0.0,17.53,0.5679997685185185,458.76,1059.45,0.4979550375509011 -1990-08-24,0.0,19.025,0.5639996527777777,440.64,1216.65,0.47738732947814655 -1990-08-25,0.0,20.245,0.5639916666666667,405.32,1413.94,0.45681962140539184 -1990-08-26,0.0,21.18,0.56,408.94,1466.15,0.43516940238143964 -1990-08-27,7.87,22.299999999999997,0.558330324074074,310.3,1775.61,0.4189317381134755 -1990-08-28,8.67,20.385,0.5560002314814815,252.09,1639.81,0.40269407384551137 -1990-08-29,9.04,18.814999999999998,0.5520519675925926,222.91,1582.47,0.41243667240628984 -1990-08-30,2.31,14.405,0.5520004629629629,371.67,1021.8,0.4167667162110803 -1990-08-31,0.0,15.200000000000001,0.5479999999999999,392.48,1069.87,0.3994465409919185 -1990-09-01,0.0,16.68,0.5479921296296296,408.25,1115.34,0.3864564095775472 -1990-09-02,0.0,17.47,0.5439997685185185,351.22,1324.03,0.3691362343583854 -1990-09-03,0.0,12.5,0.540794212962963,408.81,843.04,0.3420734605784451 -1990-09-04,0.0,10.83,0.54,434.03,690.66,0.32800081821287613 -1990-09-05,3.24,13.43,0.5359994212962963,317.44,953.92,0.3106806429937144 -1990-09-06,0.25,13.45,0.5359994212962963,414.67,823.11,0.29336046777455266 -1990-09-07,9.58,13.665000000000001,0.5319998842592593,263.33,993.14,0.29444297872575026 -1990-09-08,5.85,9.014999999999999,0.5298482638888888,341.46,641.24,0.2890304239697622 -1990-09-09,0.0,10.09,0.5279998842592593,402.04,669.26,0.2814528473113789 -1990-09-10,0.0,13.245,0.5240002314814816,317.42,1003.48,0.27171024875060035 -1990-09-11,0.37,13.27,0.5240002314814816,262.35,1105.6,0.2522250516290434 -1990-09-12,0.0,10.594999999999999,0.520000462962963,392.6,685.03,0.2457299859218577 -1990-09-13,0.0,11.875,0.5183310185185186,294.23,933.24,0.22949232165389355 -1990-09-14,1.91,11.91,0.5159998842592592,316.12,848.8,0.23165734355628878 -1990-09-15,6.13,16.835,0.511999537037037,180.96,1460.46,0.23598738736107921 -1990-09-16,7.3,11.23,0.511999537037037,184.13,965.13,0.21974972309311505 -1990-09-17,0.0,5.5249999999999995,0.5079996527777778,239.85,651.04,0.20675959167874372 -1990-09-18,0.08,4.525,0.5067805555555556,240.79,612.89,0.19593448216676762 -1990-09-19,0.02,6.155,0.503999537037037,266.05,656.81,0.1840268617035939 -1990-09-20,5.04,7.65,0.4999997685185186,156.66,805.93,0.1840268617035939 -1990-09-21,2.19,7.995,0.4999997685185186,251.47,739.32,0.17969681789880346 -1990-09-22,6.46,9.23,0.4959997685185185,234.65,844.92,0.17861430694760583 -1990-09-23,31.3,10.870000000000001,0.49366840277777774,142.39,1040.76,0.35398108104161885 -1990-09-24,12.8,9.025,0.4919994212962963,175.18,869.78,0.48496490613652976 -1990-09-25,1.75,9.045,0.48800034722222224,266.74,800.29,0.4914599718437154 -1990-09-26,0.0,11.76,0.48800034722222224,275.96,961.4,0.5271828332332367 -1990-09-27,0.0,14.27,0.4840002314814815,216.31,1265.33,0.5596581617691649 -1990-09-28,0.32,14.280000000000001,0.48167002314814816,251.29,1190.83,0.5780608479395244 -1990-09-29,4.71,12.344999999999999,0.4800005787037037,168.5,1101.1,0.6007935779146741 -1990-09-30,10.41,7.470000000000001,0.4760001157407408,189.3,751.78,0.6365164393041954 -1990-10-01,18.15,8.69,0.4760001157407408,166.93,862.85,0.8984840894940173 -1990-10-02,1.76,6.005,0.4719996527777777,222.48,707.49,0.9720948341754548 -1990-10-03,3.05,5.19,0.4701513888888889,195.1,646.66,1.040293024100904 -1990-10-04,4.74,6.515000000000001,0.46799976851851854,300.82,544.52,1.1149862797335395 -1990-10-05,7.24,9.69,0.463999537037037,218.87,803.52,1.179936936805396 -1990-10-06,3.45,9.99,0.463999537037037,249.07,779.18,1.2124122653413245 -1990-10-07,7.6,11.375,0.46,199.51,944.78,1.2448875938772528 -1990-10-08,5.2,6.22,0.45920532407407405,113.32,796.18,1.266537812901205 -1990-10-09,11.73,4.37,0.45599953703703705,56.99,776.61,1.3206633604610856 -1990-10-10,9.97,4.46,0.45200810185185186,95.49,736.91,1.5588157697245602 -1990-10-11,4.72,6.95,0.452,140.2,801.34,1.6454166458203692 -1990-10-12,9.06,11.155000000000001,0.4480001157407407,168.08,1027.98,1.75366774094013 -1990-10-13,15.55,16.28,0.4480001157407407,134.91,1516.78,1.9376946026437238 -1990-10-14,12.77,15.794999999999998,0.4440001157407408,136.63,1476.95,2.3923492021467205 -1990-10-15,1.01,11.075000000000001,0.44166932870370373,283.5,880.32,2.9336046777455267 -1990-10-16,0.01,7.47,0.4400003472222222,301.39,638.46,3.2583579631048094 -1990-10-17,1.3,6.29,0.43611064814814815,260.25,619.93,3.4423848248084035 -1990-10-18,5.9,10.115,0.43600011574074077,191.05,883.83,3.561461029440141 -1990-10-19,12.74,9.435,0.43200000000000005,197.23,808.45,3.6805372340718776 -1990-10-20,6.35,2.905,0.43194837962962956,174.23,558.7,3.723837672119782 -1990-10-21,0.0,2.095,0.428,284.83,440.0,3.745487891143735 -1990-10-22,1.68,5.659999999999999,0.4261517361111111,221.94,639.3,3.6697121245599016 -1990-10-23,10.68,3.3150000000000004,0.42400011574074076,189.44,520.72,3.5398108104161885 -1990-10-24,36.67,2.745,0.42121863425925926,106.66,616.84,4.124366724062899 -1990-10-25,18.95,1.815,0.41999976851851856,111.72,590.87,5.271828332332366 -1990-10-26,0.06,0.7999999999999999,0.4164640046296296,155.16,521.2,5.661532274763506 -1990-10-27,0.0,-0.575,0.4159996527777778,167.53,468.19,5.7373080413473385 -1990-10-28,1.52,-1.0750000000000002,0.4121109953703704,227.53,367.5,5.6290569462275775 -1990-10-29,3.17,1.7050000000000003,0.41200046296296294,106.55,576.95,5.45585519403596 -1990-10-30,0.05,0.7849999999999999,0.4080084490740741,207.15,480.89,5.239353003796438 -1990-10-31,0.0,1.395,0.40794895833333333,168.45,535.88,4.957900156485059 -1990-11-01,0.0,-1.42,0.40399999999999997,178.12,425.9,4.687272418685656 -1990-11-02,0.84,-1.4649999999999999,0.4037145833333334,195.12,400.03,4.42746979039823 -1990-11-03,4.05,0.71,0.40000023148148145,113.34,525.06,4.178492271622779 -1990-11-04,8.39,5.175,0.39971435185185183,152.26,636.71,4.026940738455114 -1990-11-05,7.69,3.1750000000000003,0.3960082175925926,169.0,498.32,3.907864533823376 -1990-11-06,14.38,-0.9349999999999999,0.39571446759259266,79.54,497.09,3.734662781631758 -1990-11-07,16.5,-2.935,0.3921108796296296,72.31,431.23,3.604761467488045 -1990-11-08,0.0,-4.4399999999999995,0.3919487268518519,121.74,368.89,3.3882592772485234 -1990-11-09,0.0,-5.14,0.3884644675925926,202.67,288.07,3.1934073060329524 -1990-11-10,11.53,-3.075,0.38799999999999996,165.25,360.0,3.0526808823772633 -1990-11-11,29.66,-1.65,0.3848466435185185,89.04,461.06,3.1717570870090004 -1990-11-12,4.32,-4.68,0.3840003472222222,117.98,353.11,3.1068064299371434 -1990-11-13,4.73,-5.57,0.38166932870370374,155.84,300.91,3.009380444329359 -1990-11-14,0.13,-2.52,0.3799997685185186,152.71,411.59,2.9011293492095978 -1990-11-15,0.0,-0.7849999999999999,0.37920590277777777,197.32,429.19,2.825353582625765 -1990-11-16,2.78,1.035,0.37611087962962964,131.25,536.54,2.72792759701798 -1990-11-17,5.35,1.09,0.3759486111111111,62.99,594.64,2.7062773779940277 -1990-11-18,0.97,-1.065,0.37321898148148147,104.6,489.46,2.6846271589700756 -1990-11-19,7.82,-4.2700000000000005,0.3719998842592593,149.09,339.18,2.6521518304341467 -1990-11-20,9.37,-3.5900000000000003,0.37120578703703705,107.52,380.68,2.6738020494580996 -1990-11-21,0.0,-2.75,0.3684645833333333,126.32,425.93,2.5872011733622906 -1990-11-22,0.08,-2.215,0.3680003472222222,157.57,424.87,2.543900735314386 -1990-11-23,4.44,0.07500000000000007,0.36615196759259255,56.42,560.0,2.4789500782425296 -1990-11-24,4.47,1.24,0.3644642361111111,70.93,595.9,2.4031743116586965 -1990-11-25,3.96,-0.014999999999999902,0.36400011574074076,94.58,515.05,2.3815240926347445 -1990-11-26,3.39,-3.6350000000000002,0.3621513888888889,140.1,357.45,2.2949232165389355 -1990-11-27,1.84,-5.390000000000001,0.3604638888888889,189.46,243.37,2.251622778491031 -1990-11-28,1.64,0.8599999999999999,0.3599998842592593,207.84,412.84,2.1974972309311505 -1990-11-29,0.0,4.6450000000000005,0.35920578703703704,183.98,612.97,2.2624478880030074 -1990-11-30,0.0,-3.3649999999999998,0.3572189814814815,197.7,319.96,2.33822365458684 -1990-12-01,0.0,-3.5399999999999996,0.35611041666666665,189.16,320.0,2.3815240926347445 -1990-12-02,0.0,-0.3400000000000003,0.3559483796296296,191.66,401.55,2.3706989831227685 -1990-12-03,3.3,-5.695,0.3546476851851852,182.05,242.99,2.327398545074864 -1990-12-04,20.57,-6.045,0.35321898148148145,128.39,281.59,2.3815240926347445 -1990-12-05,15.76,-3.38,0.35211030092592593,123.54,356.39,2.446474749706601 -1990-12-06,0.0,-7.99,0.35199988425925927,194.56,220.71,2.359873873610792 -1990-12-07,0.0,-6.66,0.35171423611111113,192.77,241.84,2.316573435562888 -1990-12-08,0.01,-4.885,0.3506474537037037,173.62,298.68,2.3057483260509115 -1990-12-09,0.0,-3.6300000000000003,0.34966921296296294,151.52,351.34,2.3057483260509115 -1990-12-10,0.06,-3.925,0.3488465277777778,177.7,308.97,2.2624478880030074 -1990-12-11,0.0,-9.535,0.3481105324074074,186.73,189.23,2.1866721214191744 -1990-12-12,0.16,-11.145,0.3480079861111111,173.72,162.34,2.110896354835342 -1990-12-13,3.04,-7.07,0.34794849537037037,155.06,202.02,2.0675959167874374 -1990-12-14,1.96,-9.93,0.34771435185185184,170.3,157.53,1.9376946026437238 -1990-12-15,0.0,-13.475000000000001,0.3472057870370371,171.03,146.33,1.8402686170359388 -1990-12-16,3.14,-9.055,0.3466476851851852,157.31,190.31,1.7861430694760585 -1990-12-17,3.27,-3.83,0.3466476851851852,111.11,359.91,1.7320175219161775 -1990-12-18,7.56,-2.69,0.3461518518518519,127.23,327.7,1.6887170838682732 -1990-12-19,8.44,-3.005,0.3461518518518519,108.69,358.29,1.6995421933802495 -1990-12-20,0.0,-12.14,0.3456693287037037,192.97,123.5,1.5804659887485122 -1990-12-21,1.71,-12.115,0.3456693287037037,179.23,120.0,1.5912910982604884 -1990-12-22,9.23,-0.16500000000000015,0.3461518518518519,57.38,520.8,1.6021162077724647 -1990-12-23,11.98,2.285,0.3461518518518519,75.86,584.53,1.7211924124042017 -1990-12-24,14.33,-4.404999999999999,0.3461518518518519,121.13,294.66,1.9268694931317478 -1990-12-25,5.99,-13.860000000000001,0.3466476851851852,142.08,120.0,1.9160443836197718 -1990-12-26,0.03,-13.260000000000002,0.3472057870370371,181.83,120.0,1.8835690550838433 -1990-12-27,0.0,-19.475,0.34771435185185184,205.67,49.35,1.851093726547915 -1990-12-28,0.0,-19.45,0.34794849537037037,207.28,42.1,1.829443507523963 -1990-12-29,2.9,-9.735000000000001,0.34800000000000003,177.05,147.51,1.7969681789880345 -1990-12-30,6.0,-0.7149999999999999,0.3480079861111111,90.56,442.7,1.742842631428154 -1990-12-31,5.24,-12.55,0.3484641203703704,133.75,137.74,1.7103673028922255 -1991-01-01,0.0,-19.15,0.34921886574074074,176.71,80.0,1.6995421933802495 -1991-01-02,0.05,-13.035,0.35015162037037034,182.69,122.03,1.6887170838682732 -1991-01-03,0.0,-14.935,0.35120578703703703,186.83,89.46,1.6778919743562972 -1991-01-04,0.0,-16.619999999999997,0.3519482638888889,170.11,80.74,1.6345915363083927 -1991-01-05,0.0,-11.31,0.35200787037037035,139.61,164.66,1.6021162077724647 -1991-01-06,1.11,-9.18,0.35284641203703704,114.29,218.91,1.5588157697245602 -1991-01-07,0.0,-16.83,0.3541518518518519,173.2,81.04,1.537165550700608 -1991-01-08,0.0,-24.939999999999998,0.35571446759259256,172.59,40.0,1.4938651126527034 -1991-01-09,2.99,-22.18,0.35600000000000004,176.19,40.0,1.461389784116775 -1991-01-10,4.81,-16.77,0.3564643518518519,131.39,84.06,1.4180893460688704 -1991-01-11,0.0,-21.305,0.35815185185185183,173.81,69.13,1.3856140175329423 -1991-01-12,6.03,-21.16,0.3599482638888889,118.71,80.0,1.3531386889970138 -1991-01-13,5.96,-16.015,0.36000787037037035,96.14,120.0,1.2990131414371333 -1991-01-14,0.4,-16.425,0.36121863425925926,204.38,80.0,1.2557127033892288 -1991-01-15,1.52,-12.614999999999998,0.3637142361111111,168.53,139.18,1.2015871558293483 -1991-01-16,7.28,-7.885000000000001,0.36400011574074076,110.67,238.71,1.1474616082694677 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-1992-11-26,4.79,0.29500000000000004,0.3604638888888889,60.58,542.79,1.0143127612721616 -1992-11-27,4.37,2.065,0.3599998842592593,82.51,578.04,1.04678808980809 -1992-11-28,0.18,-0.4249999999999998,0.35920578703703704,150.61,425.1,1.043540556954497 -1992-11-29,0.0,0.16999999999999993,0.3572189814814815,126.37,478.16,1.0294679145889283 -1992-11-30,0.02,-0.7949999999999999,0.35611041666666665,103.49,467.45,1.0143127612721616 -1992-12-01,0.26,-0.97,0.3559483796296296,71.47,501.76,1.0034876517601854 -1992-12-02,0.02,-0.9299999999999999,0.3546476851851852,85.04,479.94,0.9937450531994071 -1992-12-03,1.97,-0.5499999999999999,0.35321898148148145,43.8,546.88,0.9807549217850358 -1992-12-04,0.81,-2.795,0.35211030092592593,58.2,448.17,0.9688473013218619 -1992-12-05,0.01,-7.455,0.35199988425925927,135.66,258.63,0.9331244399323408 -1992-12-06,0.0,-9.899999999999999,0.35171423611111113,135.01,207.27,0.8854939580796459 -1992-12-07,0.0,-8.665,0.3506474537037037,119.18,240.62,0.8616787171532985 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-1993-03-03,0.0,-8.02,0.45599953703703705,390.69,163.32,0.26738020494580994 -1993-03-04,0.0,-8.855,0.45599953703703705,386.18,153.61,0.26629769399461234 -1993-03-05,1.21,-10.075000000000001,0.46,321.02,160.24,0.26521518304341474 -1993-03-06,5.11,-9.745,0.4604638888888889,103.41,239.97,0.26521518304341474 -1993-03-07,2.77,-9.469999999999999,0.463999537037037,169.56,227.87,0.26413267209221714 -1993-03-08,0.0,-10.17,0.46799976851851854,406.51,141.32,0.2630501611410195 -1993-03-09,0.0,-8.055,0.46799976851851854,425.91,160.0,0.2608851392386243 -1993-03-10,0.28,-6.69,0.4719996527777777,326.35,238.02,0.2608851392386243 -1993-03-11,2.7,-5.2250000000000005,0.4719996527777777,212.03,301.4,0.2598026282874267 -1993-03-12,0.0,-12.285,0.4760001157407408,394.1,125.02,0.2576376063850314 -1993-03-13,8.58,-16.69,0.4800005787037037,408.79,80.0,0.2554725844826362 -1993-03-14,15.06,-11.645,0.4800005787037037,250.58,164.41,0.272792759701798 -1993-03-15,2.72,-15.66,0.4840002314814815,343.69,115.55,0.29444297872575026 -1993-03-16,0.0,-13.21,0.4840002314814815,480.28,80.25,0.2890304239697622 -1993-03-17,0.02,-5.535,0.48800034722222224,449.49,203.57,0.2760402925553908 -1993-03-18,1.85,-12.924999999999999,0.4919994212962963,371.11,119.96,0.26629769399461234 -1993-03-19,0.0,-17.4,0.4919994212962963,505.88,59.22,0.2598026282874267 -1993-03-20,0.0,-10.735,0.4959997685185185,530.24,91.06,0.253307562580241 -1993-03-21,2.13,-1.58,0.4959997685185185,219.12,408.22,0.25006002972664815 -1993-03-22,3.78,-1.32,0.4999997685185186,103.22,479.97,0.24681249687305531 -1993-03-23,0.0,-6.755,0.503999537037037,462.2,195.72,0.2446474749706601 -1993-03-24,0.0,-6.550000000000001,0.503999537037037,540.02,156.93,0.2435649640194625 -1993-03-25,0.0,-1.2599999999999998,0.5079996527777778,521.06,245.01,0.2446474749706601 -1993-03-26,0.0,5.09,0.5079996527777778,482.94,449.82,0.2457299859218577 -1993-03-27,0.0,6.59,0.511999537037037,509.87,450.91,0.2598026282874267 -1993-03-28,0.0,6.335,0.5159998842592592,517.05,431.62,0.27820531445778607 -1993-03-29,0.0,5.92,0.5159998842592592,499.45,455.57,0.3085156210913192 -1993-03-30,0.0,4.08,0.520000462962963,438.76,480.43,0.3680537234071878 -1993-03-31,0.0,0.06499999999999995,0.520000462962963,389.07,395.02,0.4600671542589847 -1993-04-01,0.0,-5.95,0.5240002314814816,398.24,249.01,0.5141927018188653 -1993-04-02,4.6,-4.279999999999999,0.5279998842592593,195.77,343.3,0.6116186874266503 -1993-04-03,6.23,-3.04,0.5279998842592593,185.85,381.21,0.6549191254745548 -1993-04-04,2.33,-0.56,0.5319998842592593,361.71,379.7,0.681981899254495 -1993-04-05,0.0,-0.27500000000000036,0.5319998842592593,545.98,293.64,0.6982195635224592 -1993-04-06,0.0,1.1150000000000002,0.5359994212962963,561.01,296.9,0.6928070087664712 -1993-04-07,0.0,2.8749999999999996,0.5395353009259259,575.92,309.76,0.6873944540104832 -1993-04-08,0.0,3.6500000000000004,0.54,567.64,342.59,0.7036321182784472 -1993-04-09,0.0,4.295,0.5439997685185185,535.39,402.19,0.837863476226951 -1993-04-10,0.0,6.045,0.5439997685185185,437.65,569.9,1.179936936805396 -1993-04-11,9.05,8.48,0.5479999999999999,174.0,905.55,2.251622778491031 -1993-04-12,14.92,5.79,0.5498481481481481,203.51,712.16,3.9728151908952327 -1993-04-13,0.7,3.815,0.5520004629629629,267.1,619.06,5.174402346724581 -1993-04-14,0.0,1.5,0.5559922453703704,375.5,468.58,6.083711545730575 -1993-04-15,0.0,2.8049999999999997,0.5560002314814815,445.42,483.64,6.43011505011381 -1993-04-16,0.18,4.630000000000001,0.56,368.08,606.61,6.614141911817404 -1993-04-17,4.45,6.955,0.5600517361111111,220.05,781.34,6.711567897425189 -1993-04-18,3.91,5.95,0.5639996527777777,224.67,731.23,6.993020744736568 -1993-04-19,0.35,2.09,0.5663305555555556,406.59,502.06,6.938895197176687 -1993-04-20,2.58,0.7649999999999999,0.5679997685185185,339.03,466.41,6.679092568889262 -1993-04-21,9.97,4.3549999999999995,0.5715351851851852,341.5,557.9,6.538366145233571 -1993-04-22,12.77,5.444999999999999,0.5719994212962963,307.31,629.92,6.614141911817404 -1993-04-23,19.6,2.235,0.5760005787037037,131.54,627.63,7.447675344239564 -1993-04-24,6.82,2.8049999999999997,0.5760005787037037,274.79,566.61,8.04305636739825 -1993-04-25,4.53,2.65,0.5800003472222222,347.56,511.74,7.9672806008144175 -1993-04-26,6.01,3.3150000000000004,0.5807946759259259,225.24,625.88,7.7940788486228 -1993-04-27,0.0,2.225,0.5840005787037037,479.06,500.17,7.415200015703637 -1993-04-28,0.0,3.37,0.5853530092592593,629.19,413.18,7.025496073272495 -1993-04-29,0.0,7.640000000000001,0.5880002314814815,637.35,511.19,6.646617240353332 -1993-04-30,0.0,9.305,0.5903311342592593,627.86,582.71,6.267738407434169 -1993-05-01,0.0,11.455,0.5920008101851852,609.37,706.72,5.932160012562909 -1993-05-02,0.0,11.14,0.5943310185185184,580.25,747.14,5.564106289155721 -1993-05-03,0.0,8.01,0.5959997685185184,619.42,540.56,5.250178113308414 -1993-05-04,0.0,11.795,0.5987809027777777,570.04,779.68,4.903774608925178 -1993-05-05,1.88,15.32,0.5999998842592592,527.56,956.33,4.6223217616138 -1993-05-06,6.49,15.094999999999999,0.6027810185185185,344.13,1215.89,4.535720885517991 -1993-05-07,1.75,11.23,0.6039996527777778,450.18,904.01,4.492420447470086 -1993-05-08,0.0,10.005,0.6063304398148148,640.4,551.51,4.351694023814397 -1993-05-09,0.0,11.24,0.6079995370370371,591.49,730.08,4.146016943086851 -1993-05-10,1.28,6.965,0.6098476851851852,544.09,582.33,3.9403398623593047 -1993-05-11,3.06,6.6450000000000005,0.6120002314814815,339.37,724.39,3.7563130006557106 -1993-05-12,7.51,8.11,0.6133524305555556,291.09,808.93,3.615586577000021 -1993-05-13,10.22,7.1899999999999995,0.6159914351851852,277.26,779.05,3.658887015047926 -1993-05-14,0.4,5.475,0.6162851851851852,535.1,576.37,3.6372367960239735 -1993-05-15,0.0,8.4,0.6195356481481481,582.42,630.55,3.5506359199281645 -1993-05-16,1.06,11.7,0.6199998842592592,556.15,800.22,3.4532099343203795 -1993-05-17,1.03,9.065000000000001,0.6227818287037037,565.88,660.43,3.323308620176666 -1993-05-18,0.0,6.945,0.6240006944444445,561.38,583.21,3.1501068679850484 -1993-05-19,0.0,7.895,0.6253526620370371,606.32,514.39,2.9877302253054068 -1993-05-20,0.67,9.81,0.6278895833333333,507.95,744.49,2.825353582625765 -1993-05-21,4.22,10.155,0.6280518518518519,274.46,928.11,2.717102487506004 -1993-05-22,1.86,9.075,0.6303303240740741,514.08,631.28,2.5872011733622906 -1993-05-23,0.0,11.420000000000002,0.6319916666666667,527.94,777.41,2.4789500782425296 -1993-05-24,0.0,10.54,0.6322856481481481,592.96,591.8,2.3706989831227685 -1993-05-25,5.93,11.94,0.6347809027777778,356.22,901.84,2.316573435562888 -1993-05-26,7.52,11.485,0.6360001157407408,172.47,1138.54,2.2949232165389355 -1993-05-27,2.02,9.575,0.6362856481481481,240.42,963.63,2.219147449955103 -1993-05-28,5.68,9.39,0.6387810185185185,334.48,802.76,2.1650219023952224 -1993-05-29,17.19,8.565,0.6399917824074074,288.26,810.65,2.2083223404431265 -1993-05-30,18.07,8.030000000000001,0.6400512731481481,211.31,869.07,2.630501611410195 -1993-05-31,5.64,6.805,0.6418483796296296,339.15,659.72,2.7712280350658847 -1993-06-01,12.43,7.16,0.6435354166666667,193.34,827.78,3.074331101401216 -1993-06-02,14.4,7.955,0.6439998842592592,231.1,851.8,3.745487891143735 -1993-06-03,1.05,9.48,0.6442856481481481,465.4,802.44,3.9511649718712807 -1993-06-04,2.1,9.955,0.6458482638888889,478.52,801.31,4.03776584796709 -1993-06-05,0.27,10.524999999999999,0.6471538194444444,563.88,701.33,4.016115628943138 -1993-06-06,0.49,12.93,0.6479927083333333,477.8,964.81,3.8970394243114 -1993-06-07,1.46,9.86,0.6480521990740741,352.24,918.98,3.734662781631758 -1993-06-08,0.19,10.805,0.6487947916666666,484.99,835.44,3.572286138952117 -1993-06-09,0.01,12.62,0.6498487268518519,566.36,761.84,3.399084386760499 -1993-06-10,10.58,14.645,0.6507814814814814,314.54,1179.04,3.3882592772485234 -1993-06-11,7.24,15.7,0.6515357638888889,366.93,1222.86,3.713012562607806 -1993-06-12,0.0,13.885000000000002,0.6519921296296297,550.8,811.11,3.658887015047926 -1993-06-13,0.0,16.22,0.6520001157407407,546.25,911.05,3.572286138952117 -1993-06-14,0.0,19.48,0.6520517361111111,531.61,1123.62,3.420734605784451 -1993-06-15,0.0,19.96,0.6522856481481482,516.39,1205.86,3.2583579631048094 -1993-06-16,3.29,19.465,0.6527943287037037,357.26,1436.66,3.0310306633533117 -1993-06-17,2.65,14.540000000000001,0.653352662037037,374.18,1078.5,2.8145284731137887 -1993-06-18,0.03,14.735,0.653848611111111,418.72,1130.44,2.619676501898219 -1993-06-19,0.1,16.525000000000002,0.653848611111111,379.35,1330.01,2.4681249687305535 -1993-06-20,0.0,16.21,0.653848611111111,511.64,978.92,2.3057483260509115 -1993-06-21,3.45,16.115,0.6543310185185185,368.26,1226.47,2.1758470119071984 -1993-06-22,18.0,16.225,0.6543310185185185,199.21,1470.83,2.0784210262994134 -1993-06-23,22.24,13.325000000000001,0.653848611111111,303.18,1055.74,2.024295478739533 -1993-06-24,0.0,11.344999999999999,0.653848611111111,494.55,782.51,1.9701699311796523 -1993-06-25,0.0,15.174999999999999,0.653352662037037,497.11,963.94,1.9052192741077956 -1993-06-26,0.0,19.48,0.653352662037037,475.83,1317.01,1.8077932885000105 -1993-06-27,0.0,21.490000000000002,0.6527943287037037,404.69,1701.93,1.7211924124042017 -1993-06-28,0.0,19.925,0.6522856481481482,381.28,1593.87,1.6454166458203692 -1993-06-29,8.57,17.32,0.6520517361111111,282.7,1364.24,1.6129413172844407 -1993-06-30,2.99,14.87,0.6519921296296297,278.08,1248.67,1.5046902221646794 -1993-07-01,0.0,14.27,0.6518894675925926,477.37,925.76,1.4180893460688704 -1993-07-02,0.0,16.55,0.6511538194444445,500.49,979.15,1.3531386889970138 -1993-07-03,0.32,16.925,0.6503311342592593,398.87,1262.78,1.2990131414371333 -1993-07-04,2.32,16.535,0.6493528935185184,248.6,1448.18,1.2124122653413245 -1993-07-05,0.0,15.265,0.6482863425925927,456.77,1029.49,1.158286717781444 -1993-07-06,0.0,19.835,0.6480008101851852,408.5,1482.48,1.1041611702215632 -1993-07-07,0.0,24.345,0.647890162037037,391.0,1971.15,1.0500356226616827 -1993-07-08,0.0,22.235,0.64678125,418.74,1662.17,0.9926625422482094 -1993-07-09,0.0,21.73,0.645352199074074,408.64,1649.09,0.9374544837371314 -1993-07-10,0.81,22.42,0.6440515046296297,365.08,1777.44,0.8909065128356339 -1993-07-11,0.02,20.435000000000002,0.6438894675925926,402.37,1548.91,0.8205433010077893 -1993-07-12,6.49,18.405,0.6427809027777778,383.21,1342.1,0.7891504834230585 -1993-07-13,9.56,20.525,0.6407940972222222,258.54,1712.23,0.7837379286670705 -1993-07-14,1.9,18.115,0.6399997685185186,389.82,1320.87,0.7426025125215612 -1993-07-15,5.17,17.915,0.6395354166666667,265.45,1443.93,0.7198697825464114 -1993-07-16,2.81,14.870000000000001,0.6378482638888888,350.37,1130.72,0.6841469211568902 -1993-07-17,2.5,15.0,0.6360001157407408,328.86,1212.69,0.643011505011381 -1993-07-18,0.0,13.959999999999999,0.6355359953703703,469.07,929.65,0.6072886436218599 -1993-07-19,0.2,15.46,0.6338483796296296,483.98,958.24,0.58455591364671 -1993-07-20,4.57,17.245,0.6319996527777777,285.81,1359.02,0.5683182493787459 -1993-07-21,4.2,16.424999999999997,0.6315355324074073,228.77,1402.55,0.5466680303547936 -1993-07-22,2.26,14.17,0.6287943287037038,347.76,1093.01,0.5174402346724581 -1993-07-23,4.87,15.425,0.628,213.0,1350.05,0.5109451689652724 -1993-07-24,2.88,14.49,0.6267813657407407,338.57,1112.4,0.4957900156485059 -1993-07-25,0.7,14.28,0.624052199074074,367.09,1140.2,0.4730572856733561 -1993-07-26,0.0,13.275,0.6238902777777778,471.03,899.43,0.4557371104541943 -1993-07-27,0.17,14.765,0.6207944444444444,382.69,1159.65,0.4459945118934157 -1993-07-28,2.02,16.155,0.6199998842592592,210.47,1503.27,0.42650931477185877 -1993-07-29,8.83,18.55,0.6183303240740741,205.84,1697.77,0.41568420525988264 -1993-07-30,11.28,19.43,0.615999537037037,117.08,1974.73,0.4535720885517991 -1993-07-31,4.84,19.775,0.6151532407407407,209.05,1795.62,0.44274697903982296 -1993-08-01,1.11,20.27,0.6120002314814815,394.39,1572.6,0.43516940238143964 -1993-08-02,0.01,21.71,0.6115356481481482,395.01,1762.33,0.42975684762545163 -1993-08-03,1.99,21.814999999999998,0.6080510416666667,310.23,1901.94,0.42109676001587076 -1993-08-04,6.15,20.165,0.6078891203703704,341.14,1545.33,0.40269407384551137 -1993-08-05,6.71,18.57,0.6042853009259259,291.51,1467.44,0.4016115628943137 -1993-08-06,0.0,14.920000000000002,0.6039916666666666,454.79,1046.42,0.37996134387036146 -1993-08-07,0.0,14.955000000000002,0.6002854166666667,460.01,1031.7,0.364806190553595 -1993-08-08,0.0,16.445,0.5999998842592592,463.91,1119.49,0.35831112484640926 -1993-08-09,8.43,17.37,0.5962851851851851,335.91,1225.17,0.3464035043832356 -1993-08-10,4.78,18.41,0.5959997685185184,283.6,1467.35,0.33666090582245706 -1993-08-11,1.84,18.185,0.5920523148148148,301.66,1577.69,0.33341337296886425 -1993-08-12,3.03,17.78,0.591992824074074,300.17,1460.73,0.325835796310481 -1993-08-13,0.0,18.58,0.5880002314814815,406.52,1418.28,0.3139281758473072 -1993-08-14,0.0,19.435000000000002,0.5879922453703703,411.07,1467.12,0.29444297872575026 -1993-08-15,0.0,18.865,0.5840005787037037,429.67,1369.39,0.2825353582625765 -1993-08-16,5.4,17.03,0.5835359953703704,363.47,1111.94,0.2738752706529956 -1993-08-17,15.54,18.130000000000003,0.5800003472222222,308.04,1346.95,0.29444297872575026 -1993-08-18,19.05,17.49,0.5787818287037036,220.31,1538.75,0.4665622199661704 -1993-08-19,0.0,17.065,0.5760005787037037,384.22,1335.54,0.5228527894284463 -1993-08-20,1.28,18.064999999999998,0.5738478009259259,346.95,1444.44,0.5217702784772486 -1993-08-21,2.18,14.280000000000001,0.5719994212962963,361.73,1093.88,0.4957900156485059 -1993-08-22,0.0,11.935,0.5680513888888888,446.75,828.87,0.48171737328293696 -1993-08-23,0.0,14.43,0.5679997685185185,457.04,920.69,0.4643971980637752 -1993-08-24,4.39,16.505000000000003,0.5639996527777777,349.19,1266.91,0.44815953379581097 -1993-08-25,14.08,19.465,0.5639916666666667,237.26,1665.05,0.4903774608925179 -1993-08-26,0.0,22.005,0.56,359.08,1795.77,0.46547970901497276 -1993-08-27,0.0,21.735,0.558330324074074,410.76,1575.5,0.4459945118934157 -1993-08-28,1.86,21.240000000000002,0.5560002314814815,356.95,1647.2,0.43516940238143964 -1993-08-29,0.0,15.690000000000001,0.5520519675925926,429.14,1013.47,0.39836403004072096 -1993-08-30,0.0,13.645,0.5520004629629629,393.81,959.65,0.3745487891143735 -1993-08-31,5.24,14.95,0.5479999999999999,298.37,1181.29,0.3669712124559901 -1993-09-01,9.27,14.585,0.5479921296296296,243.08,1200.7,0.3637236796023974 -1993-09-02,2.77,12.29,0.5439997685185185,393.32,767.15,0.34315597152964267 -1993-09-03,15.64,13.615,0.540794212962963,263.47,1030.45,0.35722861389521166 -1993-09-04,12.87,15.58,0.54,167.5,1398.08,0.39836403004072096 -1993-09-05,0.29,14.684999999999999,0.5359994212962963,369.61,1059.23,0.3961990081383257 -1993-09-06,11.14,13.23,0.5359994212962963,280.68,942.8,0.38753892052874483 -1993-09-07,10.96,12.75,0.5319998842592593,245.01,1011.58,0.4362519133326373 -1993-09-08,0.0,11.98,0.5298482638888888,381.86,862.2,0.4459945118934157 -1993-09-09,0.57,12.855,0.5279998842592593,367.45,917.44,0.44707702284461337 -1993-09-10,17.42,14.16,0.5240002314814816,226.13,1148.73,0.4784698404293441 -1993-09-11,16.13,12.030000000000001,0.5240002314814816,193.04,1060.47,0.5488330522571889 -1993-09-12,0.04,8.125,0.520000462962963,354.8,690.06,0.5672357384275483 -1993-09-13,0.0,12.26,0.5183310185185186,375.42,852.56,0.5748133150859315 -1993-09-14,0.0,18.945,0.5159998842592592,324.38,1441.32,0.5758958260371291 -1993-09-15,2.28,19.67,0.511999537037037,274.14,1540.84,0.5726482931835363 -1993-09-16,2.48,11.79,0.511999537037037,318.28,774.43,0.5509980741595841 -1993-09-17,0.27,8.555,0.5079996527777778,376.68,638.73,0.5390904536964104 -1993-09-18,3.64,10.215,0.5067805555555556,205.63,889.86,0.5250178113308414 -1993-09-19,0.0,8.025,0.503999537037037,257.29,786.27,0.4947075046973083 -1993-09-20,0.0,5.47,0.4999997685185186,339.2,563.77,0.4643971980637752 -1993-09-21,0.0,7.32,0.4999997685185186,362.61,600.0,0.44382948999102056 -1993-09-22,0.0,8.98,0.4959997685185185,385.26,599.73,0.42109676001587076 -1993-09-23,2.77,10.405,0.49366840277777774,273.89,792.83,0.41351918335748744 -1993-09-24,5.82,10.5,0.4919994212962963,200.52,906.33,0.4037765847967089 -1993-09-25,0.0,9.9,0.48800034722222224,326.86,750.06,0.3864564095775472 -1993-09-26,5.75,9.965,0.48800034722222224,232.2,855.35,0.37021874530958304 -1993-09-27,12.84,11.46,0.4840002314814815,149.9,1059.39,0.3972815190895233 -1993-09-28,17.57,13.370000000000001,0.48167002314814816,130.65,1253.48,0.5466680303547936 -1993-09-29,1.31,9.7,0.4800005787037037,244.73,855.64,0.5564106289155721 -1993-09-30,0.07,5.569999999999999,0.4760001157407408,299.06,591.31,0.5423379865500033 -1993-10-01,0.0,2.8150000000000004,0.4760001157407408,309.86,464.88,0.5380079427452128 -1993-10-02,5.13,5.945,0.4719996527777777,287.81,581.75,0.5531630960619793 -1993-10-03,13.56,7.48,0.4701513888888889,166.73,774.69,0.6202787750362311 -1993-10-04,3.99,3.865,0.46799976851851854,187.92,567.47,0.6527541035721596 -1993-10-05,1.79,2.8199999999999994,0.463999537037037,269.58,508.24,0.6603316802305428 -1993-10-06,0.27,2.93,0.463999537037037,293.58,480.0,0.6560016364257523 -1993-10-07,1.88,6.08,0.46,280.05,588.75,0.6646617240353332 -1993-10-08,1.38,5.444999999999999,0.45920532407407405,243.39,596.59,0.6495065707185667 -1993-10-09,7.8,2.9349999999999996,0.45599953703703705,125.1,603.03,0.6624967021329381 -1993-10-10,9.28,2.25,0.45200810185185186,162.75,532.13,0.7220348044488065 -1993-10-11,0.0,-1.2399999999999998,0.452,257.63,365.89,0.7285298701559924 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-1994-01-18,14.25,-16.830000000000002,0.36771435185185186,125.53,119.73,0.9038966442500053 -1994-01-19,0.0,-21.395,0.3680083333333333,218.22,54.38,0.882246425226053 -1994-01-20,0.0,-28.38,0.3696696759259259,228.35,40.0,0.8660087609580888 -1994-01-21,0.0,-23.88,0.3719483796296296,250.98,40.0,0.8551836514461127 -1994-01-22,0.01,-18.535,0.37211041666666667,234.33,80.0,0.8443585419341366 -1994-01-23,0.0,-23.475,0.3746479166666667,253.81,40.0,0.8335334324221606 -1994-01-24,2.51,-23.055,0.3760002314814815,183.0,45.56,0.8281208776661725 -1994-01-25,1.26,-24.599999999999998,0.3772188657407407,232.29,40.0,0.8172957681541964 -1994-01-26,0.0,-28.915,0.3799997685185186,246.31,40.0,0.8010581038862323 -1994-01-27,0.25,-26.29,0.3804640046296296,260.54,40.0,0.7956455491302442 -1994-01-28,10.24,-12.959999999999999,0.383714699074074,215.33,86.88,0.7794078848622801 -1994-01-29,11.7,-5.4350000000000005,0.38400833333333334,194.56,217.56,0.7577576658383279 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-1994-02-11,0.0,-22.060000000000002,0.40966990740740744,320.4,40.0,0.589968468402698 -1994-02-12,0.0,-20.145,0.41200046296296294,340.37,40.0,0.579143358890722 -1994-02-13,5.25,-13.62,0.41464768518518513,215.6,128.15,0.5629056946227577 -1994-02-14,4.8,-12.309999999999999,0.4159996527777778,127.15,164.22,0.5574931398667697 -1994-02-15,0.0,-12.530000000000001,0.419205324074074,229.5,148.84,0.5466680303547936 -1994-02-16,0.0,-13.17,0.41999976851851856,304.79,120.0,0.5412554755988056 -1994-02-17,0.0,-14.4,0.42400011574074076,353.56,80.0,0.5250178113308414 -1994-02-18,0.0,-10.92,0.42400011574074076,296.1,143.25,0.5196052565748533 -1994-02-19,0.0,-6.21,0.428,333.79,200.0,0.5250178113308414 -1994-02-20,0.01,4.815,0.42846388888888887,298.15,502.25,0.5412554755988056 -1994-02-21,0.0,5.855,0.43200000000000005,235.61,630.15,0.5574931398667697 -1994-02-22,0.0,-5.71,0.4336695601851852,263.99,254.27,0.5629056946227577 -1994-02-23,0.0,-15.245000000000001,0.43600011574074077,260.75,119.97,0.5683182493787459 -1994-02-24,14.78,-14.89,0.4399488425925926,127.93,159.86,0.5629056946227577 -1994-02-25,12.72,-16.06,0.4400003472222222,169.26,120.0,0.5574931398667697 -1994-02-26,0.0,-15.295000000000002,0.4440001157407408,238.11,120.0,0.5412554755988056 -1994-02-27,0.0,-15.965,0.4440081018518519,252.9,120.0,0.5250178113308414 -1994-02-28,0.0,-15.114999999999998,0.4480001157407407,248.88,122.11,0.5196052565748533 -1994-03-01,0.0,-15.415,0.4501516203703704,283.92,120.04,0.5141927018188653 -1994-03-02,0.0,-17.72,0.452,429.84,67.02,0.5033675923068892 -1994-03-03,6.31,-14.07,0.45599953703703705,379.67,83.27,0.4925424827949131 -1994-03-04,8.64,-8.57,0.45599953703703705,195.06,232.62,0.487129928038925 -1994-03-05,0.2,-6.48,0.46,140.36,320.51,0.4763048185269489 -1994-03-06,0.0,-14.9,0.4604638888888889,474.62,80.0,0.47089226377096083 -1994-03-07,0.0,-9.73,0.463999537037037,468.53,127.74,0.4546545995029967 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-1994-04-12,0.0,1.4300000000000002,0.5498481481481481,614.57,400.27,0.7729128191550944 -1994-04-13,3.67,4.819999999999999,0.5520004629629629,580.13,474.32,0.9255468632739575 -1994-04-14,7.18,6.46,0.5559922453703704,420.07,639.37,1.4938651126527034 -1994-04-15,0.0,8.07,0.5560002314814815,529.82,740.27,2.2949232165389355 -1994-04-16,6.18,8.440000000000001,0.56,571.16,606.05,3.474860153344332 -1994-04-17,8.44,6.25,0.5600517361111111,414.87,640.0,5.694007603299435 -1994-04-18,0.0,1.725,0.5639996527777777,393.95,545.17,6.5708414737695 -1994-04-19,0.52,0.6849999999999998,0.5663305555555556,450.58,479.67,7.112096949368305 -1994-04-20,4.75,2.4699999999999998,0.5679997685185185,302.5,562.68,7.274473592047947 -1994-04-21,2.71,1.175,0.5715351851851852,354.54,514.99,7.328599139607827 -1994-04-22,0.0,-1.7000000000000002,0.5719994212962963,421.87,417.64,7.177047606440162 -1994-04-23,1.87,-2.62,0.5760005787037037,453.83,352.97,6.92807008766471 -1994-04-24,7.15,0.43500000000000005,0.5760005787037037,278.69,507.9,6.668267459377285 -1994-04-25,2.24,1.79,0.5800003472222222,419.12,509.66,6.43011505011381 -1994-04-26,0.67,2.385,0.5807946759259259,612.08,439.94,6.246088188410216 -1994-04-27,4.07,5.7250000000000005,0.5840005787037037,433.03,597.25,6.256913297922193 -1994-04-28,6.36,3.9699999999999998,0.5853530092592593,455.96,503.4,6.646617240353332 -1994-04-29,0.0,2.085,0.5880002314814815,587.55,440.0,6.754868335473093 -1994-04-30,1.8,5.115,0.5903311342592593,493.18,609.18,6.938895197176687 -1994-05-01,8.32,4.085,0.5920008101851852,303.98,636.1,7.144572277904234 -1994-05-02,7.57,3.08,0.5943310185185184,218.06,639.02,7.577576658383278 -1994-05-03,0.93,3.37,0.5959997685185184,566.25,520.0,7.631702205943158 -1994-05-04,0.0,8.095,0.5987809027777777,650.66,580.59,7.761603520086872 -1994-05-05,1.69,8.549999999999999,0.5999998842592592,570.28,604.87,8.021406148374298 -1994-05-06,7.49,6.625,0.6027810185185185,317.29,745.61,8.248733448125797 -1994-05-07,0.97,7.585,0.6039996527777778,571.86,677.13,8.37863476226951 -1994-05-08,4.64,5.75,0.6063304398148148,562.44,509.83,8.400284981293462 -1994-05-09,6.92,7.73,0.6079995370370371,392.66,729.36,8.616787171532984 -1994-05-10,0.03,9.85,0.6098476851851852,499.82,872.28,8.649262500068913 -1994-05-11,1.98,6.880000000000001,0.6120002314814815,601.35,579.28,8.46523563836532 -1994-05-12,8.14,7.875,0.6133524305555556,355.92,774.23,8.292033886173702 -1994-05-13,9.48,4.37,0.6159914351851852,283.33,657.94,8.118832133982083 -1994-05-14,4.41,3.46,0.6162851851851852,213.07,662.5,7.869854615206632 -1994-05-15,1.08,6.445,0.6195356481481481,454.97,720.02,7.555926439359325 -1994-05-16,0.0,9.33,0.6199998842592592,621.34,713.76,7.187872715952138 -1994-05-17,0.0,9.675,0.6227818287037037,589.78,777.14,6.808993883032974 -1994-05-18,0.36,8.91,0.6240006944444445,449.68,869.17,6.440940159625786 -1994-05-19,0.01,6.37,0.6253526620370371,590.77,608.66,6.094536655242551 -1994-05-20,0.0,8.32,0.6278895833333333,676.94,507.4,5.7048327128114105 -1994-05-21,0.0,11.88,0.6280518518518519,659.32,670.64,5.304303660868293 -1994-05-22,1.28,14.225,0.6303303240740741,630.22,711.3,4.936249937461107 -1994-05-23,5.37,14.22,0.6319916666666667,475.44,881.5,4.698097528197632 -1994-05-24,0.0,8.6,0.6322856481481481,656.55,533.84,4.405819571374277 -1994-05-25,0.0,11.100000000000001,0.6347809027777778,508.3,881.46,4.146016943086851 -1994-05-26,8.65,8.3,0.6360001157407408,351.5,767.21,3.907864533823376 -1994-05-27,14.86,4.425,0.6362856481481481,300.09,623.28,4.03776584796709 -1994-05-28,2.05,5.5200000000000005,0.6387810185185185,509.58,543.85,4.081066286014994 -1994-05-29,0.0,8.04,0.6399917824074074,570.52,653.41,3.9511649718712807 -1994-05-30,5.0,9.145,0.6400512731481481,493.24,713.55,3.8537389862634956 -1994-05-31,12.9,15.170000000000002,0.6418483796296296,355.91,1191.82,3.8537389862634956 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-1994-06-14,14.71,19.135,0.6520517361111111,251.57,1661.55,3.3666090582245705 -1994-06-15,7.66,17.585,0.6522856481481482,373.75,1334.56,3.474860153344332 -1994-06-16,0.0,21.315,0.6527943287037037,488.75,1510.48,3.4532099343203795 -1994-06-17,0.0,23.78,0.653352662037037,413.37,1941.35,3.3449588392006184 -1994-06-18,12.03,21.465,0.653848611111111,348.63,1635.18,3.4532099343203795 -1994-06-19,16.44,19.64,0.653848611111111,299.83,1536.79,3.723837672119782 -1994-06-20,0.0,15.935,0.653848611111111,499.76,1005.38,3.626411686511997 -1994-06-21,11.61,16.87,0.6543310185185185,324.48,1348.23,3.528985700904212 -1994-06-22,17.6,16.53,0.6543310185185185,218.01,1439.56,3.6372367960239735 -1994-06-23,0.0,15.93,0.653848611111111,337.01,1339.4,3.583111248464093 -1994-06-24,0.0,16.02,0.653848611111111,445.63,1162.91,3.464035043832355 -1994-06-25,1.47,15.765,0.653352662037037,415.22,1119.63,3.31248351066469 -1994-06-26,6.36,18.32,0.653352662037037,237.82,1582.28,3.2258826345688814 -1994-06-27,4.04,19.335,0.6527943287037037,273.34,1594.42,3.0526808823772633 -1994-06-28,8.38,20.380000000000003,0.6522856481481482,224.2,1819.9,2.9552548967694783 -1994-06-29,17.3,21.135,0.6520517361111111,255.7,1833.63,2.8686540206736693 -1994-06-30,4.0,21.759999999999998,0.6519921296296297,286.44,1927.02,2.7712280350658847 -1994-07-01,11.28,20.240000000000002,0.6518894675925926,227.11,1815.84,2.8794791301856457 -1994-07-02,7.42,19.735,0.6511538194444445,299.09,1577.73,2.8470038016497177 -1994-07-03,6.14,17.630000000000003,0.6503311342592593,363.28,1305.84,2.8037033636018127 -1994-07-04,0.0,14.565,0.6493528935185184,462.8,1024.94,2.6088513923862426 -1994-07-05,3.77,14.61,0.6482863425925927,452.27,941.31,2.4681249687305535 -1994-07-06,5.38,17.175,0.6480008101851852,307.44,1335.02,2.3706989831227685 -1994-07-07,2.52,17.625,0.647890162037037,336.66,1441.39,2.229972559467079 -1994-07-08,7.97,16.575,0.64678125,217.08,1470.4,2.14337168337127 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-1994-07-22,5.19,23.79,0.6287943287037038,270.92,2110.37,0.9991576079553951 -1994-07-23,6.09,23.71,0.628,216.26,2291.65,0.9883324984434189 -1994-07-24,2.31,22.310000000000002,0.6267813657407407,306.27,1973.61,0.9710123232242571 -1994-07-25,2.86,20.395,0.624052199074074,354.95,1670.63,0.9374544837371314 -1994-07-26,14.06,20.66,0.6238902777777778,281.93,1740.38,0.9461145713467122 -1994-07-27,18.54,20.17,0.6207944444444444,269.12,1723.36,1.0067351846137784 -1994-07-28,4.12,17.16,0.6199998842592592,324.59,1402.12,0.9688473013218619 -1994-07-29,10.72,18.355,0.6183303240740741,274.71,1531.69,0.9699298122730595 -1994-07-30,0.05,16.98,0.615999537037037,470.48,1162.56,0.9428670384931193 -1994-07-31,0.0,20.189999999999998,0.6151532407407407,369.27,1677.48,0.9233818413715623 -1994-08-01,0.81,20.815,0.6120002314814815,370.55,1706.19,0.8963190675916219 -1994-08-02,2.98,19.669999999999998,0.6115356481481482,294.08,1707.13,0.8497710966901247 -1994-08-03,8.48,16.405,0.6080510416666667,224.53,1440.33,0.8183782791053941 -1994-08-04,4.5,18.825,0.6078891203703704,317.01,1487.41,0.7978105710326394 -1994-08-05,7.09,17.18,0.6042853009259259,283.56,1388.61,0.773995330106292 -1994-08-06,0.06,11.36,0.6039916666666666,468.72,814.11,0.7382724687167708 -1994-08-07,0.0,13.584999999999999,0.6002854166666667,488.62,874.57,0.710127183985633 -1994-08-08,0.0,16.810000000000002,0.5999998842592592,468.37,1118.6,0.6841469211568902 -1994-08-09,0.0,18.235,0.5962851851851851,437.08,1303.75,0.6592491692793452 -1994-08-10,2.72,17.185000000000002,0.5959997685185184,341.16,1336.69,0.6365164393041954 -1994-08-11,0.14,13.440000000000001,0.5920523148148148,459.45,920.0,0.5986285560122789 -1994-08-12,1.01,13.515,0.591992824074074,418.37,931.13,0.565070716525153 -1994-08-13,0.0,15.225,0.5880002314814815,433.9,1076.36,0.5466680303547936 -1994-08-14,6.13,17.79,0.5879922453703703,266.9,1429.42,0.5369254317940151 -1994-08-15,9.38,13.854999999999999,0.5840005787037037,295.74,1070.27,0.5239353003796438 -1994-08-16,0.0,13.665000000000001,0.5835359953703704,351.52,1125.62,0.4892949499413202 -1994-08-17,0.0,16.259999999999998,0.5800003472222222,428.22,1160.07,0.46980975281976317 -1994-08-18,0.0,16.295,0.5787818287037036,354.78,1310.56,0.44382948999102056 -1994-08-19,0.0,14.98,0.5760005787037037,354.33,1210.73,0.4243442928694635 -1994-08-20,0.0,17.5,0.5738478009259259,441.84,1191.68,0.4081066286014994 -1994-08-21,9.57,18.665,0.5719994212962963,263.88,1496.29,0.41568420525988264 -1994-08-22,8.81,12.39,0.5680513888888888,288.02,993.92,0.42650931477185877 -1994-08-23,0.0,10.795,0.5679997685185185,437.07,767.79,0.40052905194311617 -1994-08-24,0.0,11.84,0.5639996527777777,454.31,775.76,0.3864564095775472 -1994-08-25,0.47,14.115,0.5639916666666667,455.69,869.36,0.3669712124559901 -1994-08-26,1.96,18.119999999999997,0.56,345.4,1300.31,0.3550635919928165 -1994-08-27,1.66,19.21,0.558330324074074,347.35,1462.47,0.3420734605784451 -1994-08-28,4.99,15.33,0.5560002314814815,370.62,1037.53,0.33557839487125946 -1994-08-29,11.83,15.015,0.5520519675925926,214.7,1276.6,0.3821263657727567 -1994-08-30,0.0,12.35,0.5520004629629629,292.96,1057.01,0.3464035043832356 -1994-08-31,0.0,10.325,0.5479999999999999,326.54,885.75,0.325835796310481 -1994-09-01,0.0,8.96,0.5479921296296296,377.87,720.76,0.3106806429937144 -1994-09-02,0.0,9.44,0.5439997685185185,351.67,785.54,0.2911954458721574 -1994-09-03,0.0,9.26,0.540794212962963,380.89,722.88,0.2771228035065884 -1994-09-04,0.0,9.299999999999999,0.54,426.9,624.62,0.26413267209221714 -1994-09-05,8.68,9.975,0.5359994212962963,290.41,763.42,0.253307562580241 -1994-09-06,9.49,9.795,0.5359994212962963,143.11,985.24,0.25872011733622907 -1994-09-07,4.98,10.79,0.5319998842592593,150.15,1056.66,0.28794791301856454 -1994-09-08,1.15,12.105,0.5298482638888888,272.19,1059.6,0.28470038016497173 -1994-09-09,4.64,12.095,0.5279998842592593,331.66,918.75,0.28686540206736694 -1994-09-10,9.55,11.46,0.5240002314814816,224.79,959.88,0.3453209934320379 -1994-09-11,4.45,10.545,0.5240002314814816,180.19,990.37,0.3453209934320379 -1994-09-12,2.52,11.25,0.520000462962963,178.34,1092.62,0.33882592772485226 -1994-09-13,0.52,11.07,0.5183310185185186,255.6,1007.68,0.33882592772485226 -1994-09-14,0.0,11.11,0.5159998842592592,312.85,931.51,0.33666090582245706 -1994-09-15,0.0,10.175,0.511999537037037,383.82,740.1,0.3301658401152714 -1994-09-16,0.52,10.155,0.511999537037037,403.25,672.33,0.3301658401152714 -1994-09-17,5.43,13.629999999999999,0.5079996527777778,273.91,955.84,0.3409909496272475 -1994-09-18,1.27,9.465,0.5067805555555556,374.45,640.0,0.33882592772485226 -1994-09-19,0.0,6.4350000000000005,0.503999537037037,318.32,641.48,0.33124835106646905 -1994-09-20,1.54,7.05,0.4999997685185186,348.83,598.06,0.3225882634568881 -1994-09-21,0.0,8.805,0.4999997685185186,370.82,643.88,0.3139281758473072 -1994-09-22,0.0,8.945,0.4959997685185185,380.48,624.67,0.3074331101401216 -1994-09-23,0.0,9.675,0.49366840277777774,365.94,681.97,0.30093804443293587 -1994-09-24,1.19,11.780000000000001,0.4919994212962963,277.13,954.88,0.29336046777455266 -1994-09-25,0.45,14.934999999999999,0.48800034722222224,218.72,1315.41,0.28470038016497173 -1994-09-26,0.0,15.84,0.48800034722222224,274.59,1284.81,0.27928782540898367 -1994-09-27,0.51,15.595,0.4840002314814815,304.05,1172.92,0.27495778160419326 -1994-09-28,13.39,14.0,0.48167002314814816,200.53,1149.0,0.29985553348173827 -1994-09-29,12.91,13.435,0.4800005787037037,167.36,1186.93,0.364806190553595 -1994-09-30,5.6,9.275,0.4760001157407408,176.62,877.92,0.37996134387036146 -1994-10-01,0.0,5.64,0.4760001157407408,190.55,731.03,0.3518160591392236 -1994-10-02,0.0,4.225,0.4719996527777777,288.53,562.09,0.33666090582245706 -1994-10-03,0.0,6.015000000000001,0.4701513888888889,256.9,670.4,0.3236707744080857 -1994-10-04,0.0,7.865,0.46799976851851854,229.24,805.05,0.31501068679850486 -1994-10-05,0.0,7.165,0.463999537037037,211.58,793.1,0.3106806429937144 -1994-10-06,0.0,4.76,0.463999537037037,285.98,573.46,0.29985553348173827 -1994-10-07,0.0,6.83,0.46,332.56,560.28,0.292277956823355 -1994-10-08,0.0,12.33,0.45920532407407405,325.22,795.98,0.28578289111616934 -1994-10-09,0.66,14.68,0.45599953703703705,308.71,973.25,0.2814528473113789 -1994-10-10,1.94,11.495000000000001,0.45200810185185186,260.15,915.98,0.2771228035065884 -1994-10-11,0.0,4.3149999999999995,0.452,217.81,609.32,0.25872011733622907 -1994-10-12,0.0,2.2150000000000003,0.4480001157407407,285.74,439.69,0.2543900735314386 -1994-10-13,0.0,6.235,0.4480001157407407,315.37,488.43,0.2511425406778458 -1994-10-14,0.0,6.57,0.4440001157407408,288.15,569.06,0.23923492021467205 -1994-10-15,0.0,2.09,0.44166932870370373,264.44,448.12,0.22840981070269592 -1994-10-16,0.0,3.6599999999999997,0.4400003472222222,248.58,522.23,0.21758470119071982 -1994-10-17,0.0,4.19,0.43611064814814815,279.93,481.08,0.214337168337127 -1994-10-18,0.0,4.154999999999999,0.43600011574074077,288.45,449.83,0.21108963548353415 -1994-10-19,0.0,7.195,0.43200000000000005,284.59,556.69,0.20892461358113892 -1994-10-20,3.25,7.3950000000000005,0.43194837962962956,234.24,626.53,0.20892461358113892 -1994-10-21,10.99,8.14,0.428,82.26,925.17,0.23815240926347445 -1994-10-22,4.99,9.855,0.4261517361111111,50.57,1118.66,0.25006002972664815 -1994-10-23,3.06,8.684999999999999,0.42400011574074076,68.97,980.86,0.2619676501898219 -1994-10-24,0.31,8.879999999999999,0.42121863425925926,179.13,868.54,0.272792759701798 -1994-10-25,0.51,7.075,0.41999976851851856,248.49,622.27,0.2738752706529956 -1994-10-26,0.0,5.23,0.4164640046296296,243.37,553.49,0.28686540206736694 -1994-10-27,0.0,3.0349999999999997,0.4159996527777778,230.65,489.56,0.2760402925553908 -1994-10-28,0.0,3.965,0.4121109953703704,234.46,507.95,0.2738752706529956 -1994-10-29,0.0,6.85,0.41200046296296294,228.98,622.41,0.2738752706529956 -1994-10-30,0.0,9.815000000000001,0.4080084490740741,176.78,893.27,0.2695452268482052 -1994-10-31,1.28,5.84,0.40794895833333333,207.5,562.73,0.26521518304341474 -1994-11-01,16.58,5.380000000000001,0.40399999999999997,121.75,662.21,0.29769051157934306 -1994-11-02,23.49,5.8100000000000005,0.4037145833333334,72.11,782.75,0.47955235138054175 -1994-11-03,14.12,4.3,0.40000023148148145,114.88,621.28,0.7166222496928185 -1994-11-04,1.49,4.380000000000001,0.39971435185185183,194.5,526.8,0.7317774030095852 -1994-11-05,2.38,8.33,0.3960082175925926,183.24,714.26,0.8183782791053941 -1994-11-06,6.4,4.58,0.39571446759259266,161.31,508.56,0.9179692866155742 -1994-11-07,8.74,3.38,0.3921108796296296,112.6,580.29,1.0673557978808446 -1994-11-08,1.27,2.505,0.3919487268518519,131.81,557.14,1.1474616082694677 -1994-11-09,0.0,3.38,0.3884644675925926,122.36,614.8,1.2015871558293483 -1994-11-10,0.34,2.045,0.38799999999999996,125.79,552.99,1.2340624843652768 -1994-11-11,0.0,0.44499999999999984,0.3848466435185185,101.72,524.39,1.2448875938772528 -1994-11-12,0.0,0.32499999999999973,0.3840003472222222,142.51,474.56,1.266537812901205 -1994-11-13,0.0,0.2250000000000001,0.38166932870370374,168.13,438.31,1.266537812901205 -1994-11-14,0.22,2.155,0.3799997685185186,195.18,446.83,1.266537812901205 -1994-11-15,0.0,5.515000000000001,0.37920590277777777,177.39,610.53,1.2448875938772528 -1994-11-16,0.0,3.405,0.37611087962962964,186.55,500.22,1.2124122653413245 -1994-11-17,0.0,1.6600000000000001,0.3759486111111111,201.0,400.38,1.1907620463173723 -1994-11-18,0.01,3.34,0.37321898148148147,202.39,433.62,1.158286717781444 -1994-11-19,1.24,5.015000000000001,0.3719998842592593,174.81,578.63,1.1258113892455155 -1994-11-20,0.0,0.6299999999999999,0.37120578703703705,163.15,435.71,1.066273286929647 -1994-11-21,1.75,-2.4799999999999995,0.3684645833333333,168.86,320.0,1.040293024100904 -1994-11-22,4.16,1.7799999999999998,0.3680003472222222,124.53,462.96,1.0424580460032995 -1994-11-23,1.25,-4.275,0.36615196759259255,157.68,285.77,0.9937450531994071 -1994-11-24,1.12,-7.655,0.3644642361111111,125.31,265.97,0.9417845275419217 -1994-11-25,1.43,-6.91,0.36400011574074076,163.84,240.0,0.9125567318595862 -1994-11-26,0.0,-7.205,0.3621513888888889,153.53,245.41,0.8681737828604842 -1994-11-27,0.0,-11.03,0.3604638888888889,179.59,160.0,0.8216258119589868 -1994-11-28,12.4,-9.3,0.3599998842592593,138.24,190.66,0.8032231257886274 -1994-11-29,11.92,-3.1400000000000006,0.35920578703703704,131.04,319.0,0.7891504834230585 -1994-11-30,0.01,-5.885000000000001,0.3572189814814815,158.5,279.78,0.7512626001311421 -1994-12-01,0.15,-8.8,0.35611041666666665,150.67,225.74,0.7361074468143756 -1994-12-02,3.87,-6.775,0.3559483796296296,139.05,226.75,0.7285298701559924 -1994-12-03,3.33,0.16000000000000014,0.3546476851851852,96.86,477.09,0.710127183985633 -1994-12-04,5.39,2.15,0.35321898148148145,90.49,560.0,0.7047146292296448 -1994-12-05,4.77,-0.7949999999999999,0.35211030092592593,118.21,440.0,0.7003845854248544 -1994-12-06,12.29,-0.79,0.35199988425925927,56.34,493.4,0.8086356805446154 -1994-12-07,2.0,-4.34,0.35171423611111113,112.4,340.58,0.8194607900565917 -1994-12-08,0.0,-8.735,0.3506474537037037,136.1,234.6,0.7869854615206633 -1994-12-09,0.74,-8.645,0.34966921296296294,152.95,203.7,0.7967280600814419 -1994-12-10,4.21,-6.779999999999999,0.3488465277777778,112.17,256.26,0.8053881476910227 -1994-12-11,11.89,-5.78,0.3481105324074074,87.78,308.42,0.7913155053254537 -1994-12-12,4.95,-12.175,0.3480079861111111,132.74,154.25,0.7826554177158728 -1994-12-13,0.0,-18.759999999999998,0.34794849537037037,177.01,80.0,0.7415200015703636 -1994-12-14,0.0,-20.655,0.34771435185185184,192.74,40.96,0.7090446730344352 -1994-12-15,0.0,-18.035,0.3472057870370371,188.29,80.0,0.681981899254495 -1994-12-16,0.02,-15.005,0.3466476851851852,190.9,89.13,0.6603316802305428 -1994-12-17,0.09,-12.36,0.3466476851851852,180.6,131.49,0.6278563516946144 -1994-12-18,4.04,-5.99,0.3461518518518519,83.18,294.49,0.6062061326706623 -1994-12-19,3.2,-5.33,0.3461518518518519,63.16,341.85,0.589968468402698 -1994-12-20,0.0,-9.82,0.3456693287037037,165.66,199.34,0.5737308041347339 -1994-12-21,0.0,-6.97,0.3456693287037037,188.32,200.0,0.5683182493787459 -1994-12-22,0.0,1.4949999999999999,0.3461518518518519,135.24,497.64,0.5629056946227577 -1994-12-23,0.0,-0.56,0.3461518518518519,170.04,360.58,0.5683182493787459 -1994-12-24,0.0,-1.81,0.3461518518518519,134.39,395.03,0.5499155632083865 -1994-12-25,0.0,-4.220000000000001,0.3466476851851852,156.35,293.76,0.5250178113308414 -1994-12-26,0.0,-5.52,0.3472057870370371,137.23,291.72,0.5087801470628772 -1994-12-27,0.45,-10.705,0.34771435185185184,173.24,160.0,0.4925424827949131 -1994-12-28,3.41,-7.459999999999999,0.34794849537037037,119.44,234.44,0.48171737328293696 -1994-12-29,3.8,-7.76,0.34800000000000003,110.05,240.37,0.47089226377096083 -1994-12-30,0.0,-15.42,0.3480079861111111,148.6,119.94,0.4600671542589847 -1994-12-31,0.0,-15.08,0.3484641203703704,159.18,120.0,0.4394994461862301 -1995-01-01,2.9,-11.955000000000002,0.34921886574074074,124.06,167.46,0.43083935857664923 -1995-01-02,2.73,-8.79,0.35015162037037034,88.36,253.39,0.4232617819182659 -1995-01-03,0.99,-10.595,0.35120578703703703,137.14,200.0,0.4167667162110803 -1995-01-04,1.37,-13.315000000000001,0.3519482638888889,182.73,135.51,0.4113541614550923 -1995-01-05,0.0,-16.135,0.35200787037037035,207.26,80.0,0.4059416066991042 -1995-01-06,3.77,-12.265,0.35284641203703704,168.2,132.94,0.4037765847967089 -1995-01-07,8.8,-6.545,0.3541518518518519,73.51,312.91,0.40052905194311617 -1995-01-08,3.96,-16.03,0.35571446759259256,175.12,80.11,0.3972815190895233 -1995-01-09,0.0,-15.329999999999998,0.35600000000000004,209.09,119.19,0.39295147528473284 -1995-01-10,0.0,-23.395,0.3564643518518519,225.22,40.0,0.3907864533823376 -1995-01-11,0.56,-29.65,0.35815185185185183,220.73,40.0,0.38753892052874483 -1995-01-12,11.07,-23.029999999999998,0.3599482638888889,174.1,40.0,0.3810438548215591 -1995-01-13,11.77,-11.4,0.36000787037037035,147.95,160.05,0.37563130006557105 -1995-01-14,1.98,-3.995,0.36121863425925926,139.46,346.53,0.37346627816317585 -1995-01-15,9.98,2.0599999999999996,0.3637142361111111,138.0,500.43,0.3713012562607806 -1995-01-16,22.65,3.3499999999999996,0.36400011574074076,120.36,586.67,0.38970394243114004 -1995-01-17,24.05,-1.0050000000000001,0.36521898148148146,69.12,491.39,0.46547970901497276 -1995-01-18,9.76,-4.800000000000001,0.36771435185185186,125.36,317.54,0.6170312421826384 -1995-01-19,0.0,-3.295,0.3680083333333333,115.9,402.4,0.7469325563263517 -1995-01-20,0.27,-1.105,0.3696696759259259,85.26,496.09,0.9959100751018022 -1995-01-21,11.06,-2.4349999999999996,0.3719483796296296,61.08,453.48,1.2881880319251573 -1995-01-22,7.36,-4.205,0.37211041666666667,47.56,415.27,1.6887170838682732 -1995-01-23,5.17,-5.4399999999999995,0.3746479166666667,54.82,363.7,1.764492850452106 -1995-01-24,0.0,-7.08,0.3760002314814815,112.05,298.98,1.8186183980119868 -1995-01-25,0.0,-9.895,0.3772188657407407,217.61,200.0,1.851093726547915 -1995-01-26,0.0,-13.84,0.3799997685185186,244.93,121.7,1.861918836059891 -1995-01-27,0.0,-17.615,0.3804640046296296,224.46,118.46,1.851093726547915 -1995-01-28,0.0,-16.494999999999997,0.383714699074074,202.18,120.0,1.829443507523963 -1995-01-29,0.0,-13.245000000000001,0.38400833333333334,251.27,134.19,1.8077932885000105 -1995-01-30,0.0,-11.715,0.3866476851851852,249.7,160.0,1.764492850452106 -1995-01-31,5.04,-16.355,0.38799999999999996,242.29,80.0,1.6778919743562972 -1995-02-01,3.87,-9.965,0.3901519675925926,186.7,183.58,1.6021162077724647 -1995-02-02,0.0,-10.91,0.39200034722222227,261.52,160.0,1.5263404411886317 -1995-02-03,0.0,-18.84,0.3936696759259259,290.03,80.0,1.4830400031407271 -1995-02-04,7.2,-19.395,0.39600023148148145,279.57,40.14,1.4289144555808466 -1995-02-05,16.07,-14.559999999999999,0.3972188657407407,209.05,123.93,1.3747889080209663 -1995-02-06,2.76,-21.32,0.40000023148148145,248.75,71.31,1.3206633604610856 -1995-02-07,0.0,-25.314999999999998,0.4012189814814815,225.52,40.0,1.277362922413181 -1995-02-08,0.0,-21.73,0.40399999999999997,299.84,77.72,1.2232373748533005 -1995-02-09,0.0,-18.77,0.40521898148148144,332.13,80.0,1.179936936805396 -1995-02-10,0.65,-13.955,0.4080003472222223,275.36,136.82,1.1366364987574917 -1995-02-11,2.13,-12.845,0.40966990740740744,321.62,120.0,1.1041611702215632 -1995-02-12,0.0,-13.524999999999999,0.41200046296296294,303.52,133.9,1.071685841685635 -1995-02-13,0.0,-18.735,0.41464768518518513,346.27,80.0,1.0392105131497067 -1995-02-14,0.0,-14.8,0.4159996527777778,332.52,120.0,1.0067351846137784 -1995-02-15,2.95,-14.25,0.419205324074074,329.66,80.0,0.97425985607785 -1995-02-16,6.23,-8.395,0.41999976851851856,269.79,172.85,0.9417845275419217 -1995-02-17,0.0,-13.1,0.42400011574074076,375.19,98.22,0.9201343085179694 -1995-02-18,0.0,-11.475,0.42400011574074076,351.64,131.93,0.8984840894940173 -1995-02-19,0.0,-7.625,0.428,369.02,160.0,0.8660087609580888 -1995-02-20,0.0,-7.5249999999999995,0.42846388888888887,348.65,199.99,0.8389459871781486 -1995-02-21,0.0,-9.620000000000001,0.43200000000000005,277.07,200.0,0.8172957681541964 -1995-02-22,0.0,-12.795,0.4336695601851852,341.13,120.0,0.7956455491302442 -1995-02-23,0.51,-10.94,0.43600011574074077,362.1,120.0,0.7794078848622801 -1995-02-24,9.72,-5.289999999999999,0.4399488425925926,217.6,279.99,0.7577576658383279 -1995-02-25,8.2,-11.12,0.4400003472222222,243.74,158.46,0.7469325563263517 -1995-02-26,0.0,-18.38,0.4440001157407408,295.93,80.0,0.7252823373023994 -1995-02-27,1.46,-22.685,0.4440081018518519,364.05,40.0,0.7036321182784472 -1995-02-28,3.05,-13.91,0.4480001157407407,232.29,132.72,0.6928070087664712 -1995-03-01,2.46,-10.205,0.4501516203703704,215.76,200.0,0.6765693444985069 -1995-03-02,0.08,-11.445,0.452,280.2,174.66,0.6603316802305428 -1995-03-03,0.0,-18.565,0.45599953703703705,452.55,40.0,0.6495065707185667 -1995-03-04,0.0,-14.32,0.45599953703703705,454.8,80.0,0.6386814612065905 -1995-03-05,2.9,-10.595,0.46,382.45,120.0,0.6278563516946144 -1995-03-06,11.86,-10.425,0.4604638888888889,242.65,174.63,0.6170312421826384 -1995-03-07,4.71,-10.21,0.463999537037037,270.92,170.72,0.6062061326706623 -1995-03-08,8.49,-1.4999999999999996,0.46799976851851854,320.15,288.99,0.6007935779146741 -1995-03-09,12.0,-4.654999999999999,0.46799976851851854,266.34,269.69,0.5953810231586861 -1995-03-10,1.67,-13.14,0.4719996527777777,252.29,160.0,0.589968468402698 -1995-03-11,0.0,-15.600000000000001,0.4719996527777777,452.12,83.47,0.5867209355491053 -1995-03-12,0.0,-14.67,0.4760001157407408,504.34,80.0,0.5953810231586861 -1995-03-13,0.0,-2.645,0.4800005787037037,223.07,395.83,0.6386814612065905 -1995-03-14,0.0,1.1,0.4800005787037037,175.37,559.16,0.6928070087664712 -1995-03-15,0.0,2.3200000000000003,0.4840002314814815,149.28,621.74,0.6928070087664712 -1995-03-16,2.6,1.83,0.4840002314814815,128.78,604.3,0.6949720306688663 -1995-03-17,3.77,1.035,0.48800034722222224,94.77,600.0,0.6906419868640759 -1995-03-18,0.04,0.14500000000000002,0.4919994212962963,226.5,499.71,0.681981899254495 -1995-03-19,0.0,-1.335,0.4919994212962963,417.75,357.5,0.6787343664009022 -1995-03-20,0.0,-2.1200000000000006,0.4959997685185185,522.95,256.19,0.6873944540104832 -1995-03-21,2.64,1.8100000000000005,0.4959997685185185,373.25,437.64,0.6928070087664712 -1995-03-22,4.54,4.07,0.4999997685185186,190.41,640.0,0.7426025125215612 -1995-03-23,1.77,-0.725,0.503999537037037,201.81,490.8,0.8010581038862323 -1995-03-24,0.72,-4.92,0.503999537037037,289.96,328.91,0.8432760309829391 -1995-03-25,0.0,-5.22,0.5079996527777778,253.91,334.14,0.8898240018844364 -1995-03-26,0.0,-3.38,0.5079996527777778,214.57,409.13,0.9179692866155742 -1995-03-27,0.0,-3.5799999999999996,0.511999537037037,412.81,321.68,0.9439495494443169 -1995-03-28,0.0,-2.07,0.5159998842592592,500.25,321.24,0.9580221918098859 -1995-03-29,0.0,-0.7999999999999994,0.5159998842592592,551.26,320.0,0.9785898998826404 -1995-03-30,0.0,1.2049999999999996,0.520000462962963,532.0,394.78,1.0153952722233592 -1995-03-31,0.93,2.31,0.520000462962963,331.86,560.25,1.0597782212224613 -1995-04-01,3.92,-2.4050000000000002,0.5240002314814816,271.87,387.33,1.1041611702215632 -1995-04-02,0.0,-4.62,0.5279998842592593,510.94,280.0,1.1366364987574917 -1995-04-03,0.0,-3.55,0.5279998842592593,585.75,246.29,1.158286717781444 -1995-04-04,4.04,-1.545,0.5319998842592593,462.18,356.26,1.2015871558293483 -1995-04-05,4.03,-12.135000000000002,0.5319998842592593,431.07,141.23,1.2232373748533005 -1995-04-06,0.0,-10.385,0.5359994212962963,553.9,160.09,1.2340624843652768 -1995-04-07,0.0,-4.7749999999999995,0.5395353009259259,561.92,262.69,1.2340624843652768 -1995-04-08,0.0,-3.0999999999999996,0.54,617.24,251.19,1.2340624843652768 -1995-04-09,1.14,-0.42500000000000027,0.5439997685185185,510.74,387.64,1.2448875938772528 -1995-04-10,0.0,-1.355,0.5439997685185185,519.79,371.41,1.2340624843652768 -1995-04-11,0.0,-2.0949999999999998,0.5479999999999999,599.09,312.98,1.2448875938772528 -1995-04-12,2.39,-0.1499999999999999,0.5498481481481481,469.08,409.53,1.2557127033892288 -1995-04-13,7.71,3.61,0.5520004629629629,348.28,578.78,1.3098382509491096 -1995-04-14,6.55,3.25,0.5559922453703704,307.37,588.95,1.4180893460688704 -1995-04-15,3.17,1.9649999999999999,0.5560002314814815,241.99,582.05,1.5588157697245602 -1995-04-16,0.24,1.445,0.56,420.85,510.32,1.7320175219161775 -1995-04-17,0.0,2.1950000000000003,0.5600517361111111,465.29,518.35,1.8943941645958196 -1995-04-18,0.0,2.0650000000000004,0.5639996527777777,558.36,451.12,2.14337168337127 -1995-04-19,3.71,1.8649999999999998,0.5663305555555556,520.02,432.28,2.4789500782425296 -1995-04-20,5.56,3.79,0.5679997685185185,356.65,581.09,3.0418557728652873 -1995-04-21,0.89,3.96,0.5715351851851852,571.03,486.27,3.648061905535949 -1995-04-22,4.3,4.74,0.5719994212962963,337.13,632.54,4.524895776006015 -1995-04-23,2.83,1.975,0.5760005787037037,274.39,577.14,5.26100322282039 -1995-04-24,0.0,0.5749999999999997,0.5760005787037037,482.7,453.06,5.607406727203625 -1995-04-25,0.0,1.265,0.5800003472222222,493.46,465.77,5.8239089174431475 -1995-04-26,0.0,2.59,0.5807946759259259,580.2,453.28,5.8455591364671 -1995-04-27,0.0,4.385,0.5840005787037037,570.27,517.42,5.9538102315868615 -1995-04-28,0.0,3.9250000000000003,0.5853530092592593,628.78,435.77,6.137837093290456 -1995-04-29,5.26,3.3800000000000003,0.5880002314814815,374.63,558.75,6.419289940601834 -1995-04-30,0.0,3.7800000000000002,0.5903311342592593,543.89,535.28,6.538366145233571 -1995-05-01,0.0,7.180000000000001,0.5920008101851852,636.77,511.95,6.733218116449141 -1995-05-02,0.0,7.194999999999999,0.5943310185185184,662.74,450.7,7.01467096376052 -1995-05-03,0.0,8.275,0.5959997685185184,645.61,514.02,7.20952293497609 -1995-05-04,0.0,8.3,0.5987809027777777,647.74,504.77,7.328599139607827 -1995-05-05,0.0,8.615,0.5999998842592592,661.6,480.22,7.339424249119803 -1995-05-06,4.46,6.765,0.6027810185185185,405.77,638.84,7.241998263512018 -1995-05-07,3.04,0.23499999999999988,0.6039996527777778,361.85,433.74,6.993020744736568 -1995-05-08,4.12,3.8899999999999997,0.6063304398148148,407.53,544.66,6.744043225961117 -1995-05-09,0.0,6.49,0.6079995370370371,649.63,435.72,6.462590378649739 -1995-05-10,0.0,7.59,0.6098476851851852,674.07,408.26,6.170312421826384 -1995-05-11,0.0,9.825000000000001,0.6120002314814815,629.28,555.31,5.867209355491053 -1995-05-12,1.98,10.36,0.6133524305555556,412.71,913.06,5.585756508179673 -1995-05-13,3.37,11.645,0.6159914351851852,327.17,1038.42,5.31512877038027 -1995-05-14,0.0,13.765,0.6162851851851852,513.8,933.64,5.001200594532963 -1995-05-15,0.0,11.385,0.6195356481481481,519.95,795.3,4.708922637709608 -1995-05-16,3.61,9.07,0.6199998842592592,239.51,926.71,4.394994461862301 -1995-05-17,7.69,8.065,0.6227818287037037,284.03,818.29,4.146016943086851 -1995-05-18,9.12,7.2,0.6240006944444445,202.7,847.73,4.135191833574875 -1995-05-19,3.75,8.77,0.6253526620370371,271.43,894.32,4.026940738455114 -1995-05-20,0.69,9.075,0.6278895833333333,498.55,751.62,3.8753892052874477 -1995-05-21,3.29,10.594999999999999,0.6280518518518519,460.28,737.65,3.734662781631758 -1995-05-22,5.18,12.165,0.6303303240740741,320.67,1047.58,3.615586577000021 -1995-05-23,5.89,11.21,0.6319916666666667,463.14,800.73,3.464035043832355 -1995-05-24,5.23,11.975,0.6322856481481481,302.44,1049.62,3.3882592772485234 -1995-05-25,1.54,10.185,0.6347809027777778,470.11,786.15,3.2475328535928334 -1995-05-26,0.0,9.98,0.6360001157407408,618.71,584.24,3.095981320425168 -1995-05-27,0.81,11.26,0.6362856481481481,525.51,768.2,2.9444297872575023 -1995-05-28,2.82,11.27,0.6387810185185185,567.21,622.03,2.8037033636018127 -1995-05-29,15.77,11.63,0.6399917824074074,313.95,991.99,2.7062773779940277 -1995-05-30,6.78,10.52,0.6400512731481481,197.58,1092.97,2.7604029255539086 -1995-05-31,0.35,12.435,0.6418483796296296,513.41,899.79,2.6521518304341467 -1995-06-01,0.0,18.375,0.6435354166666667,553.01,1139.43,2.554725844826362 -1995-06-02,3.67,20.845,0.6439998842592592,424.23,1503.55,2.446474749706601 -1995-06-03,10.25,17.685000000000002,0.6442856481481481,327.58,1455.99,2.4031743116586965 -1995-06-04,0.53,12.125,0.6458482638888889,545.26,803.65,2.327398545074864 -1995-06-05,0.01,11.545,0.6471538194444444,452.19,945.86,2.240797668979055 -1995-06-06,1.28,9.565,0.6479927083333333,479.43,780.87,2.154196792883246 -1995-06-07,0.0,15.215,0.6480521990740741,519.13,1001.19,2.0784210262994134 -1995-06-08,0.0,13.795,0.6487947916666666,558.7,801.26,1.9268694931317478 -1995-06-09,0.0,10.479999999999999,0.6498487268518519,568.33,644.45,1.8402686170359388 -1995-06-10,0.0,11.245000000000001,0.6507814814814814,608.67,557.45,1.75366774094013 -1995-06-11,8.27,13.32,0.6515357638888889,319.49,1103.75,1.6995421933802495 -1995-06-12,11.37,12.925,0.6519921296296297,224.65,1212.67,1.6887170838682732 -1995-06-13,0.0,13.68,0.6520001157407407,544.92,827.14,1.6021162077724647 -1995-06-14,0.0,14.69,0.6520517361111111,509.11,959.19,1.5046902221646794 -1995-06-15,0.0,13.74,0.6522856481481482,469.61,990.69,1.4180893460688704 -1995-06-16,0.0,14.08,0.6527943287037037,566.4,717.46,1.3531386889970138 -1995-06-17,2.06,17.04,0.653352662037037,456.36,1109.74,1.2881880319251573 -1995-06-18,4.26,19.009999999999998,0.653848611111111,414.01,1304.86,1.2448875938772528 -1995-06-19,0.0,23.215,0.653848611111111,430.66,1715.81,1.16911182729342 -1995-06-20,0.0,15.705,0.653848611111111,505.28,898.14,1.0738508635880302 -1995-06-21,0.0,11.915,0.6543310185185185,521.89,669.26,1.007817695564976 -1995-06-22,0.0,15.615,0.6543310185185185,526.56,788.0,0.9580221918098859 -1995-06-23,0.0,18.185000000000002,0.653848611111111,525.67,876.58,0.9017316223476101 -1995-06-24,0.0,22.875,0.653848611111111,453.9,1471.0,0.8551836514461127 -1995-06-25,4.55,23.015,0.653352662037037,385.21,1619.08,0.8108007024470107 -1995-06-26,0.52,19.51,0.653352662037037,400.12,1374.46,0.7956455491302442 -1995-06-27,0.0,14.75,0.6527943287037037,508.86,780.51,0.7534276220335374 -1995-06-28,0.0,18.2,0.6522856481481482,491.96,996.61,0.7025496073272497 -1995-06-29,0.0,20.415,0.6520517361111111,459.05,1244.48,0.6646617240353332 -1995-06-30,0.0,20.04,0.6519921296296297,436.81,1295.13,0.6300213735970097 -1995-07-01,8.08,19.655,0.6518894675925926,280.06,1520.82,0.6083711545730576 -1995-07-02,9.14,20.45,0.6511538194444445,214.98,1787.56,0.667909256888926 -1995-07-03,0.0,17.725,0.6503311342592593,361.33,1371.55,0.589968468402698 -1995-07-04,0.0,17.33,0.6493528935185184,457.5,1072.81,0.5499155632083865 -1995-07-05,0.0,20.015,0.6482863425925927,480.04,1127.33,0.5163577237212605 -1995-07-06,0.0,23.985,0.6480008101851852,391.77,1811.24,0.4925424827949131 -1995-07-07,1.97,24.049999999999997,0.647890162037037,321.31,1998.84,0.47089226377096083 -1995-07-08,9.38,22.185000000000002,0.64678125,216.25,1971.62,0.47738732947814655 -1995-07-09,8.67,18.025,0.645352199074074,164.93,1668.0,0.545585519403596 -1995-07-10,1.28,17.0,0.6440515046296297,308.08,1399.03,0.49687252659970355 -1995-07-11,0.0,16.0,0.6438894675925926,453.02,1038.26,0.46223217616137996 -1995-07-12,0.0,17.244999999999997,0.6427809027777778,459.35,1075.59,0.43516940238143964 -1995-07-13,1.41,19.645,0.6407940972222222,392.54,1448.3,0.41784922716227785 -1995-07-14,1.34,22.494999999999997,0.6399997685185186,290.05,1933.54,0.3864564095775472 -1995-07-15,0.0,20.11,0.6395354166666667,359.86,1576.5,0.3550635919928165 -1995-07-16,0.0,16.13,0.6378482638888888,431.02,1080.92,0.3269183072616786 -1995-07-17,3.06,16.595,0.6360001157407408,279.56,1321.13,0.31717570870090006 -1995-07-18,4.46,15.2,0.6355359953703703,155.13,1414.45,0.31717570870090006 -1995-07-19,3.41,17.43,0.6338483796296296,241.36,1472.73,0.3041855772865288 -1995-07-20,10.25,18.05,0.6319996527777777,293.13,1366.9,0.28470038016497173 -1995-07-21,10.31,19.315,0.6315355324074073,260.94,1582.37,0.3139281758473072 -1995-07-22,0.0,18.09,0.6287943287037038,451.67,1202.42,0.31501068679850486 -1995-07-23,23.72,20.52,0.628,327.68,1514.93,0.3139281758473072 -1995-07-24,14.67,21.325000000000003,0.6267813657407407,271.13,1827.87,0.5423379865500033 -1995-07-25,0.0,20.689999999999998,0.624052199074074,419.93,1555.97,0.48496490613652976 -1995-07-26,8.07,21.255000000000003,0.6238902777777778,241.96,1842.65,0.44815953379581097 -1995-07-27,1.21,21.035,0.6207944444444444,325.34,1782.14,0.4384169352350325 -1995-07-28,0.0,19.795,0.6199998842592592,433.19,1441.76,0.4200142490646731 -1995-07-29,6.15,20.17,0.6183303240740741,226.65,1789.46,0.41460169430868504 -1995-07-30,0.08,18.475,0.615999537037037,346.58,1549.98,0.39403398623593044 -1995-07-31,0.0,19.34,0.6151532407407407,472.83,1292.2,0.3658887015047926 -1995-08-01,1.15,23.215,0.6120002314814815,396.86,1769.51,0.3453209934320379 -1995-08-02,3.19,18.810000000000002,0.6115356481481482,386.45,1307.22,0.3290833291640738 -1995-08-03,1.36,16.255000000000003,0.6080510416666667,433.68,1096.66,0.3182582196520977 -1995-08-04,8.23,16.985,0.6078891203703704,270.52,1370.83,0.31717570870090006 -1995-08-05,0.71,17.825,0.6042853009259259,291.13,1570.96,0.29660800062814546 -1995-08-06,0.0,17.0,0.6039916666666666,433.34,1236.45,0.2825353582625765 -1995-08-07,0.0,17.035,0.6002854166666667,490.34,1021.42,0.2695452268482052 -1995-08-08,0.0,18.665,0.5999998842592592,488.56,1103.63,0.25872011733622907 -1995-08-09,0.0,20.740000000000002,0.5962851851851851,467.62,1320.63,0.24789500782425294 -1995-08-10,0.0,21.7,0.5959997685185184,465.75,1378.4,0.23815240926347445 -1995-08-11,0.0,21.634999999999998,0.5920523148148148,445.98,1458.08,0.22949232165389355 -1995-08-12,9.64,21.455,0.591992824074074,256.83,1783.49,0.22407976689790549 -1995-08-13,6.46,17.75,0.5880002314814815,250.3,1461.02,0.21758470119071982 -1995-08-14,0.0,17.02,0.5879922453703703,427.41,1178.33,0.20784210262994132 -1995-08-15,6.07,17.740000000000002,0.5840005787037037,287.16,1407.35,0.20459456977634852 -1995-08-16,4.32,21.770000000000003,0.5835359953703704,270.98,1885.53,0.19376946026437242 -1995-08-17,0.0,19.505,0.5800003472222222,398.49,1415.42,0.17644928504521062 -1995-08-18,0.0,16.419999999999998,0.5787818287037036,394.88,1189.5,0.1634591536308393 -1995-08-19,0.0,13.979999999999999,0.5760005787037037,461.12,837.39,0.15263404411886317 -1995-08-20,0.0,17.575,0.5738478009259259,459.29,1030.35,0.1461389784116775 -1995-08-21,0.0,22.28,0.5719994212962963,380.87,1680.18,0.1385614017532942 -1995-08-22,0.08,18.12,0.5680513888888888,345.3,1391.73,0.1255712703389229 -1995-08-23,7.44,14.29,0.5679997685185185,264.78,1086.91,0.11474616082694677 -1995-08-24,10.65,14.600000000000001,0.5639996527777777,222.58,1210.6,0.1255712703389229 -1995-08-25,1.06,13.01,0.5639916666666667,340.99,1009.87,0.11366364987574917 -1995-08-26,0.0,13.365,0.56,382.77,942.0,0.10933360607095871 -1995-08-27,0.43,14.875,0.558330324074074,328.49,1168.01,0.1071685841685635 -1995-08-28,0.0,11.89,0.5560002314814815,440.44,730.47,0.10067351846137784 -1995-08-29,0.0,14.955,0.5520519675925926,395.49,995.05,0.09742598560778501 -1995-08-30,2.81,14.775,0.5520004629629629,263.74,1174.06,0.09742598560778501 -1995-08-31,0.92,12.185,0.5479999999999999,375.68,856.92,0.09526096370538978 -1995-09-01,5.57,14.245000000000001,0.5479921296296296,224.45,1151.14,0.0963434746565874 -1995-09-02,0.0,11.299999999999999,0.5439997685185185,374.66,810.76,0.09201343085179695 -1995-09-03,0.0,11.105,0.540794212962963,428.07,687.88,0.0866008760958089 -1995-09-04,0.0,13.405000000000001,0.54,419.45,802.21,0.08227083229101845 -1995-09-05,1.41,15.265,0.5359994212962963,371.22,926.83,0.07902329943742561 -1995-09-06,3.74,12.755,0.5359994212962963,314.52,834.43,0.07469325563263518 -1995-09-07,8.14,12.469999999999999,0.5319998842592593,290.9,910.36,0.0768582775350304 -1995-09-08,8.77,8.469999999999999,0.5298482638888888,323.67,605.55,0.08443585419341366 -1995-09-09,0.01,8.475,0.5279998842592593,372.31,647.46,0.07902329943742561 -1995-09-10,0.0,9.005,0.5240002314814816,293.89,800.0,0.07469325563263518 -1995-09-11,0.0,7.034999999999999,0.5240002314814816,349.06,617.65,0.07036321182784472 -1995-09-12,0.0,11.365,0.520000462962963,360.42,804.59,0.0681981899254495 -1995-09-13,1.83,15.885,0.5183310185185186,298.17,1163.23,0.06711567897425189 -1995-09-14,4.06,15.290000000000001,0.5159998842592592,190.73,1278.01,0.0681981899254495 -1995-09-15,4.2,9.08,0.511999537037037,257.39,755.37,0.0692807008766471 -1995-09-16,0.0,7.12,0.511999537037037,383.3,548.69,0.0681981899254495 -1995-09-17,4.61,10.209999999999999,0.5079996527777778,269.58,806.21,0.06711567897425189 -1995-09-18,8.01,10.035,0.5067805555555556,206.28,858.37,0.0768582775350304 -1995-09-19,0.0,7.515000000000001,0.503999537037037,384.57,545.47,0.07252823373023995 -1995-09-20,0.0,8.995000000000001,0.4999997685185186,343.36,676.86,0.07036321182784472 -1995-09-21,0.0,10.495,0.4999997685185186,340.24,754.96,0.0681981899254495 -1995-09-22,4.04,12.425,0.4959997685185185,232.71,972.88,0.06711567897425189 -1995-09-23,4.8,10.22,0.49366840277777774,189.79,882.72,0.06711567897425189 -1995-09-24,0.0,5.1049999999999995,0.4919994212962963,358.66,477.08,0.06386814612065905 -1995-09-25,0.0,6.41,0.48800034722222224,351.07,526.0,0.06170312421826383 -1995-09-26,0.77,6.975,0.48800034722222224,280.07,629.46,0.05953810231586861 -1995-09-27,4.59,9.575,0.4840002314814815,142.46,919.14,0.05953810231586861 -1995-09-28,2.84,7.1049999999999995,0.48167002314814816,202.43,734.42,0.058455591364670996 -1995-09-29,0.0,4.790000000000001,0.4800005787037037,341.91,463.59,0.05412554755988055 -1995-09-30,0.0,8.73,0.4760001157407408,358.29,554.77,0.05304303660868294 -1995-10-01,0.0,11.62,0.4760001157407408,355.27,650.69,0.05196052565748533 -1995-10-02,0.0,11.200000000000001,0.4719996527777777,357.93,604.54,0.04979550375509012 -1995-10-03,0.0,11.475,0.4701513888888889,316.94,746.14,0.04654797090149728 -1995-10-04,2.36,7.83,0.46799976851851854,161.33,797.24,0.04546545995029967 -1995-10-05,1.95,7.735,0.463999537037037,163.19,805.43,0.04546545995029967 -1995-10-06,3.79,5.995,0.463999537037037,168.59,662.72,0.04546545995029967 -1995-10-07,8.29,7.805,0.46,91.82,902.64,0.04546545995029967 -1995-10-08,8.88,10.525,0.45920532407407405,109.45,1036.66,0.05737308041347339 -1995-10-09,3.26,9.05,0.45599953703703705,107.32,947.12,0.06386814612065905 -1995-10-10,1.47,9.325,0.45200810185185186,117.02,993.58,0.06278563516946145 -1995-10-11,3.79,8.254999999999999,0.452,116.65,885.7,0.06278563516946145 -1995-10-12,3.72,10.004999999999999,0.4480001157407407,185.03,827.47,0.06495065707185667 -1995-10-13,0.0,11.129999999999999,0.4480001157407407,282.38,800.0,0.06278563516946145 -1995-10-14,3.07,13.315,0.4440001157407408,268.97,868.87,0.06170312421826383 -1995-10-15,11.92,12.690000000000001,0.44166932870370373,176.24,989.75,0.08335334324221606 -1995-10-16,2.14,6.005,0.4400003472222222,150.9,732.22,0.09742598560778501 -1995-10-17,1.74,4.495,0.43611064814814815,145.88,681.18,0.08335334324221606 -1995-10-18,0.08,4.9799999999999995,0.43600011574074077,257.55,560.0,0.07902329943742561 -1995-10-19,0.0,5.095,0.43200000000000005,251.58,562.58,0.07577576658383278 -1995-10-20,0.0,4.615,0.43194837962962956,267.29,515.83,0.07144572277904233 -1995-10-21,4.57,9.625,0.428,210.29,807.01,0.07252823373023995 -1995-10-22,13.77,12.755,0.4261517361111111,125.18,1147.23,0.11041611702215633 -1995-10-23,0.0,8.645,0.42400011574074076,202.8,797.84,0.14830400031407273 -1995-10-24,0.16,7.28,0.42121863425925926,262.23,591.16,0.13314884699730617 -1995-10-25,0.57,8.615,0.41999976851851856,229.88,723.82,0.1288188031925157 -1995-10-26,0.0,3.115,0.4164640046296296,244.41,464.35,0.11907620463173722 -1995-10-27,7.69,4.38,0.4159996527777778,211.96,522.46,0.11799369368053961 -1995-10-28,37.54,8.235,0.4121109953703704,157.27,738.26,0.33882592772485226 -1995-10-29,24.98,7.949999999999999,0.41200046296296294,110.49,840.69,0.6798168773520998 -1995-10-30,0.0,2.235,0.4080084490740741,164.3,545.67,0.5726482931835363 -1995-10-31,0.0,-1.905,0.40794895833333333,189.06,372.47,0.5910509793538956 -1995-11-01,0.0,-2.5599999999999996,0.40399999999999997,213.11,333.71,0.623526307889824 -1995-11-02,7.35,-2.465,0.4037145833333334,159.24,372.09,0.6722393006937165 -1995-11-03,12.01,1.2200000000000002,0.40000023148148145,106.03,549.71,0.7902329943742561 -1995-11-04,5.2,1.4200000000000002,0.39971435185185183,130.12,517.81,0.9136392428107837 -1995-11-05,1.18,-2.4499999999999997,0.3960082175925926,183.15,361.71,0.9471970822979098 -1995-11-06,0.0,-1.3150000000000002,0.39571446759259266,192.09,407.75,0.9904975203458142 -1995-11-07,12.97,1.625,0.3921108796296296,169.81,481.05,1.0543656664664733 -1995-11-08,20.76,2.17,0.3919487268518519,112.18,564.28,1.3531386889970138 -1995-11-09,0.0,-3.8249999999999997,0.3884644675925926,165.81,342.94,1.4830400031407271 -1995-11-10,0.0,-6.68,0.38799999999999996,203.7,244.19,1.5696408792365362 -1995-11-11,3.26,0.6200000000000001,0.3848466435185185,202.07,375.66,1.656241755332345 -1995-11-12,9.1,6.4799999999999995,0.3840003472222222,169.46,579.36,1.829443507523963 -1995-11-13,4.03,-0.20999999999999996,0.38166932870370374,190.31,388.08,1.9376946026437238 -1995-11-14,1.43,-2.265,0.3799997685185186,144.95,398.1,1.9809950406916284 -1995-11-15,21.13,2.095,0.37920590277777777,126.09,520.47,2.446474749706601 -1995-11-16,11.78,3.6550000000000002,0.37611087962962964,122.69,606.71,3.2475328535928334 -1995-11-17,0.0,-0.9449999999999998,0.3759486111111111,139.42,436.81,3.626411686511997 -1995-11-18,0.0,-4.87,0.37321898148148147,160.31,307.56,3.8537389862634956 -1995-11-19,0.0,-4.705,0.3719998842592593,147.25,319.97,3.8970394243114 -1995-11-20,2.62,-2.46,0.37120578703703705,94.61,438.09,3.8645640957754717 -1995-11-21,5.23,-1.08,0.3684645833333333,57.92,496.36,3.799613438703615 -1995-11-22,3.22,-0.25,0.3680003472222222,41.17,560.0,3.6805372340718776 -1995-11-23,2.03,-2.835,0.36615196759259255,98.7,418.19,3.528985700904212 -1995-11-24,0.29,-5.73,0.3644642361111111,120.74,319.04,3.323308620176666 -1995-11-25,0.0,-10.49,0.36400011574074076,202.42,156.3,3.1068064299371434 -1995-11-26,0.0,-6.91,0.3621513888888889,192.77,219.36,2.9011293492095978 -1995-11-27,2.57,-9.315,0.3604638888888889,172.26,176.63,2.6846271589700756 -1995-11-28,7.22,-8.98,0.3599998842592593,104.91,244.41,2.53307562580241 -1995-11-29,2.71,-11.655000000000001,0.35920578703703704,143.23,180.15,2.3706989831227685 -1995-11-30,0.0,-15.940000000000001,0.3572189814814815,206.75,83.55,2.1974972309311505 -1995-12-01,4.86,-12.93,0.35611041666666665,168.51,120.0,2.0784210262994134 -1995-12-02,2.31,-9.315,0.3559483796296296,134.18,226.74,1.9593448216676759 -1995-12-03,0.89,-14.469999999999999,0.3546476851851852,179.64,120.0,1.829443507523963 -1995-12-04,2.16,-11.155,0.35321898148148145,154.94,178.63,1.742842631428154 -1995-12-05,0.48,-11.145,0.35211030092592593,166.83,161.76,1.6454166458203692 -1995-12-06,4.51,-10.375,0.35199988425925927,137.82,160.0,1.5696408792365362 -1995-12-07,2.77,-10.649999999999999,0.35171423611111113,159.72,169.26,1.4938651126527034 -1995-12-08,0.0,-16.939999999999998,0.3506474537037037,193.47,80.0,1.3964391270449183 -1995-12-09,4.21,-16.815,0.34966921296296294,176.46,80.0,1.3206633604610856 -1995-12-10,8.73,-11.515,0.3488465277777778,139.41,143.78,1.266537812901205 -1995-12-11,0.0,-16.18,0.3481105324074074,171.28,120.0,1.2124122653413245 -1995-12-12,0.0,-18.435,0.3480079861111111,144.82,105.29,1.158286717781444 -1995-12-13,0.0,-18.060000000000002,0.34794849537037037,169.43,80.0,1.0933360607095872 -1995-12-14,0.09,-17.115,0.34771435185185184,180.74,93.27,1.055448177417671 -1995-12-15,2.09,-13.965,0.3472057870370371,145.17,137.1,1.018642805076952 -1995-12-16,0.0,-13.425,0.3466476851851852,140.94,152.57,0.9915800312970118 -1995-12-17,0.0,-15.955,0.3466476851851852,189.95,84.31,0.9342069508835384 -1995-12-18,0.0,-10.44,0.3461518518518519,111.21,206.29,0.8984840894940173 -1995-12-19,0.0,-11.504999999999999,0.3461518518518519,137.83,184.38,0.8725038266652746 -1995-12-20,5.33,-10.985,0.3456693287037037,152.97,146.64,0.8389459871781486 -1995-12-21,6.47,-4.495,0.3456693287037037,100.15,313.66,0.8118832133982083 -1995-12-22,0.05,-0.2350000000000001,0.3461518518518519,48.66,545.4,0.804305636739825 -1995-12-23,0.0,-0.625,0.3461518518518519,59.47,513.42,0.7913155053254537 -1995-12-24,0.0,-3.705,0.3461518518518519,61.77,413.85,0.768582775350304 -1995-12-25,3.52,-6.029999999999999,0.3466476851851852,51.42,345.39,0.7436850234727588 -1995-12-26,5.9,-4.945,0.3472057870370371,68.28,350.27,0.7415200015703636 -1995-12-27,3.92,-2.395,0.34771435185185184,79.48,425.85,0.7306948920583874 -1995-12-28,0.0,-4.779999999999999,0.34794849537037037,106.31,341.32,0.7155397387416209 -1995-12-29,0.0,-10.105,0.34800000000000003,143.18,201.69,0.6906419868640759 -1995-12-30,0.0,-16.345,0.3480079861111111,196.59,81.76,0.6397639721577881 -1995-12-31,0.23,-15.900000000000002,0.3484641203703704,181.96,120.0,0.6321863954994049 -1996-01-01,0.0,-20.29,0.34921886574074074,180.18,53.95,0.6170312421826384 -1996-01-02,0.0,-23.085,0.35015162037037034,175.81,40.0,0.6062061326706623 -1996-01-03,0.0,-25.965000000000003,0.35120578703703703,174.76,40.0,0.5975460450610814 -1996-01-04,0.0,-24.880000000000003,0.3519482638888889,125.29,40.0,0.5856384245979076 -1996-01-05,0.0,-23.439999999999998,0.35200787037037035,112.28,78.78,0.579143358890722 -1996-01-06,0.0,-21.814999999999998,0.35284641203703704,120.69,80.0,0.5683182493787459 -1996-01-07,0.0,-22.195,0.3541518518518519,179.94,45.46,0.5574931398667697 -1996-01-08,0.0,-23.115000000000002,0.35571446759259256,194.58,40.0,0.5466680303547936 -1996-01-09,0.0,-20.810000000000002,0.35600000000000004,184.96,55.79,0.5358429208428175 -1996-01-10,2.91,-15.26,0.3564643518518519,113.48,120.0,0.5250178113308414 -1996-01-11,0.56,-13.25,0.35815185185185183,124.57,160.0,0.5141927018188653 -1996-01-12,0.0,-15.3,0.3599482638888889,200.25,80.0,0.506615125160482 -1996-01-13,7.75,-11.120000000000001,0.36000787037037035,127.85,160.0,0.4957900156485059 -1996-01-14,6.23,-12.940000000000001,0.36121863425925926,162.2,92.95,0.487129928038925 -1996-01-15,4.4,-16.54,0.3637142361111111,161.09,80.0,0.4763048185269489 -1996-01-16,0.22,-21.725,0.36400011574074076,227.07,40.0,0.47089226377096083 -1996-01-17,3.67,-10.16,0.36521898148148146,178.13,91.08,0.46547970901497276 -1996-01-18,0.0,3.1,0.36771435185185186,99.44,600.29,0.45681962140539184 -1996-01-19,3.07,5.415,0.3680083333333333,111.62,686.66,0.4546545995029967 -1996-01-20,15.22,-3.0949999999999998,0.3696696759259259,161.45,258.88,0.4600671542589847 -1996-01-21,0.0,-15.21,0.3719483796296296,164.14,120.0,0.48171737328293696 -1996-01-22,0.54,-12.34,0.37211041666666667,162.1,160.18,0.5087801470628772 -1996-01-23,0.0,-4.905,0.3746479166666667,145.18,298.45,0.6495065707185667 -1996-01-24,8.25,-0.050000000000000044,0.3760002314814815,83.14,481.02,0.9093091990059934 -1996-01-25,18.88,-5.0649999999999995,0.3772188657407407,167.59,232.19,1.1907620463173723 -1996-01-26,0.0,-14.254999999999999,0.3799997685185186,208.8,120.0,1.5155153316766559 -1996-01-27,18.58,-8.299999999999999,0.3804640046296296,185.84,160.0,1.9485197121557 -1996-01-28,33.46,-3.6300000000000003,0.383714699074074,168.23,278.76,2.219147449955103 -1996-01-29,0.0,-15.3,0.38400833333333334,261.22,80.04,2.457299859218577 -1996-01-30,5.79,-15.02,0.3866476851851852,167.72,120.0,2.5763760638503146 -1996-01-31,2.65,-15.104999999999999,0.38799999999999996,216.7,117.9,2.6954522684820517 -1996-02-01,0.0,-19.064999999999998,0.3901519675925926,248.72,80.0,2.72792759701798 -1996-02-02,0.0,-21.105,0.39200034722222227,280.1,40.0,2.7062773779940277 -1996-02-03,0.0,-19.645,0.3936696759259259,247.14,80.0,2.641326720922171 -1996-02-04,0.0,-25.865000000000002,0.39600023148148145,273.42,40.0,2.543900735314386 -1996-02-05,0.0,-24.29,0.3972188657407407,276.04,40.0,2.446474749706601 -1996-02-06,0.0,-20.64,0.40000023148148145,275.89,57.54,2.327398545074864 -1996-02-07,0.0,-17.41,0.4012189814814815,300.08,80.0,2.251622778491031 -1996-02-08,3.6,-8.755,0.40399999999999997,211.03,181.61,2.14337168337127 -1996-02-09,9.61,-1.76,0.40521898148148144,68.46,465.05,2.024295478739533 -1996-02-10,6.97,-5.07,0.4080003472222223,122.15,316.1,1.9701699311796523 -1996-02-11,2.73,-12.81,0.40966990740740744,263.06,120.0,1.8727439455718675 -1996-02-12,3.95,-14.17,0.41200046296296294,171.96,134.64,1.7969681789880345 -1996-02-13,0.0,-21.59,0.41464768518518513,311.24,40.0,1.6995421933802495 -1996-02-14,0.0,-23.185,0.4159996527777778,328.67,40.0,1.6129413172844407 -1996-02-15,0.0,-19.76,0.419205324074074,349.9,46.22,1.5263404411886317 -1996-02-16,0.58,-16.47,0.41999976851851856,351.92,80.0,1.4289144555808466 -1996-02-17,6.86,-11.75,0.42400011574074076,208.24,156.17,1.3531386889970138 -1996-02-18,3.61,-13.844999999999999,0.42400011574074076,180.85,149.38,1.3098382509491096 -1996-02-19,0.0,-18.939999999999998,0.428,389.14,40.0,1.2557127033892288 -1996-02-20,0.0,-10.375,0.42846388888888887,371.88,130.06,1.2015871558293483 -1996-02-21,4.7,1.8299999999999998,0.43200000000000005,131.74,550.92,1.16911182729342 -1996-02-22,8.72,4.24,0.4336695601851852,68.64,734.48,1.3098382509491096 -1996-02-23,7.92,2.7100000000000004,0.43600011574074077,96.16,635.48,1.4289144555808466 -1996-02-24,6.9,2.435,0.4399488425925926,86.59,639.97,1.5155153316766559 -1996-02-25,18.48,1.315,0.4400003472222222,80.71,596.26,1.861918836059891 -1996-02-26,4.46,-1.805,0.4440001157407408,120.84,445.28,2.0675959167874374 -1996-02-27,0.0,-4.305,0.4440081018518519,220.56,341.3,2.1650219023952224 -1996-02-28,2.4,-5.205,0.4480001157407407,233.62,298.9,2.2732729975149835 -1996-02-29,3.3,-11.275,0.4501516203703704,249.13,180.44,2.316573435562888 -1996-03-01,0.0,-13.54,0.452,366.66,120.0,2.33822365458684 -1996-03-02,0.57,-11.09,0.45599953703703705,410.62,133.38,2.33822365458684 -1996-03-03,6.98,-7.715,0.45599953703703705,277.85,213.72,2.349048764098816 -1996-03-04,0.58,-10.559999999999999,0.46,374.33,169.89,2.2949232165389355 -1996-03-05,0.0,-14.425,0.4604638888888889,365.08,120.0,2.240797668979055 -1996-03-06,0.0,-13.74,0.463999537037037,420.3,120.0,2.14337168337127 -1996-03-07,0.0,-14.08,0.46799976851851854,432.87,120.0,2.0675959167874374 -1996-03-08,1.66,-12.625,0.46799976851851854,271.77,164.33,1.9918201502036044 -1996-03-09,5.02,-13.0,0.4719996527777777,179.43,173.9,1.9485197121557 -1996-03-10,0.0,-16.055,0.4719996527777777,483.12,80.0,1.8727439455718675 -1996-03-11,0.0,-8.334999999999999,0.4760001157407408,478.51,161.8,1.7861430694760585 -1996-03-12,0.0,-2.5449999999999995,0.4800005787037037,479.98,261.9,1.6887170838682732 -1996-03-13,0.0,0.40000000000000036,0.4800005787037037,488.72,306.53,1.6237664267964167 -1996-03-14,0.0,3.3149999999999995,0.4840002314814815,432.98,474.07,1.5696408792365362 -1996-03-15,0.06,2.21,0.4840002314814815,363.9,501.45,1.537165550700608 -1996-03-16,1.63,-4.135,0.48800034722222224,311.71,334.54,1.4938651126527034 -1996-03-17,0.0,-6.8950000000000005,0.4919994212962963,265.05,286.34,1.4289144555808466 -1996-03-18,0.0,-6.635,0.4919994212962963,435.2,240.0,1.3856140175329423 -1996-03-19,0.0,-1.9149999999999996,0.4959997685185185,512.44,283.28,1.3314884699730618 -1996-03-20,1.8,-0.28500000000000014,0.4959997685185185,442.73,369.08,1.2881880319251573 -1996-03-21,5.76,-0.21500000000000008,0.4999997685185186,136.76,520.7,1.277362922413181 -1996-03-22,2.45,1.015,0.503999537037037,185.44,569.89,1.277362922413181 -1996-03-23,1.13,-0.5150000000000001,0.503999537037037,280.12,474.09,1.2557127033892288 -1996-03-24,0.0,-3.8,0.5079996527777778,387.87,330.69,1.2124122653413245 -1996-03-25,0.0,-2.5599999999999996,0.5079996527777778,467.21,320.2,1.179936936805396 -1996-03-26,1.39,1.2449999999999999,0.511999537037037,395.46,469.8,1.16911182729342 -1996-03-27,0.43,-4.640000000000001,0.5159998842592592,496.77,257.95,1.1474616082694677 -1996-03-28,0.0,-9.595,0.5159998842592592,417.52,203.81,1.1149862797335395 -1996-03-29,0.0,-7.035,0.520000462962963,483.43,220.44,1.0792634183440182 -1996-03-30,0.0,-5.7,0.520000462962963,456.06,260.88,1.04678808980809 -1996-03-31,0.0,-3.5749999999999997,0.5240002314814816,450.8,305.94,1.0262203817353355 -1996-04-01,0.0,-0.5799999999999996,0.5279998842592593,539.52,328.29,1.0164777831745568 -1996-04-02,3.44,1.5299999999999998,0.5279998842592593,348.22,452.06,1.0175602941257544 -1996-04-03,2.86,-4.3,0.5319998842592593,284.14,333.07,0.9969925860529997 -1996-04-04,0.0,-4.9399999999999995,0.5319998842592593,400.91,302.58,0.9775073889314428 -1996-04-05,0.0,-0.98,0.5359994212962963,426.01,409.59,0.9688473013218619 -1996-04-06,0.03,2.385,0.5395353009259259,319.52,577.24,0.97425985607785 -1996-04-07,0.0,0.7799999999999998,0.54,465.3,440.17,0.9926625422482094 -1996-04-08,0.0,0.03500000000000014,0.5439997685185185,486.02,413.33,1.0121477393697664 -1996-04-09,3.79,0.08499999999999996,0.5439997685185185,279.98,471.25,1.0273028926865329 -1996-04-10,8.92,-0.5999999999999999,0.5479999999999999,164.4,508.82,1.055448177417671 -1996-04-11,11.82,-0.29000000000000004,0.5498481481481481,165.01,524.87,1.158286717781444 -1996-04-12,0.0,0.13500000000000023,0.5520004629629629,471.08,442.24,1.179936936805396 -1996-04-13,0.0,-0.1299999999999999,0.5559922453703704,546.43,400.46,1.1907620463173723 -1996-04-14,0.02,0.29000000000000004,0.5560002314814815,486.52,441.57,1.2232373748533005 -1996-04-15,1.43,1.1049999999999998,0.56,428.84,499.86,1.2448875938772528 -1996-04-16,1.45,2.765,0.5600517361111111,412.58,569.11,1.2990131414371333 -1996-04-17,11.14,2.4499999999999997,0.5639996527777777,169.3,634.61,1.6345915363083927 -1996-04-18,2.59,3.1149999999999998,0.5663305555555556,299.45,624.6,2.035120588251509 -1996-04-19,0.02,3.9099999999999997,0.5679997685185185,559.48,547.99,2.5980262828742666 -1996-04-20,3.73,7.46,0.5715351851851852,486.47,622.02,3.2475328535928334 -1996-04-21,12.13,8.815,0.5719994212962963,423.27,745.63,4.113541614550923 -1996-04-22,1.95,8.245000000000001,0.5760005787037037,528.24,651.09,5.520805851107817 -1996-04-23,6.12,9.05,0.5760005787037037,377.35,819.9,7.198697825464113 -1996-04-24,8.53,6.005000000000001,0.5800003472222222,319.79,716.83,9.006491113964124 -1996-04-25,4.67,2.42,0.5807946759259259,404.21,494.62,9.796724108338381 -1996-04-26,6.98,5.99,0.5840005787037037,428.48,607.94,10.002401189065926 -1996-04-27,8.75,8.635,0.5853530092592593,436.81,708.84,11.149862797335393 -1996-04-28,0.0,2.655,0.5880002314814815,593.93,450.61,11.6911182729342 -1996-04-29,0.0,3.2699999999999996,0.5903311342592593,600.61,480.0,11.258113892455155 -1996-04-30,0.38,4.640000000000001,0.5920008101851852,593.31,514.46,10.673557978808446 -1996-05-01,6.51,6.92,0.5943310185185184,344.87,743.68,10.370454912473114 -1996-05-02,2.87,7.785,0.5959997685185184,482.78,643.65,10.175602941257544 -1996-05-03,0.0,6.915000000000001,0.5987809027777777,645.2,499.06,9.829199436874308 -1996-05-04,0.84,9.295,0.5999998842592592,568.71,717.79,9.298769070787479 -1996-05-05,0.0,6.705,0.6027810185185185,579.75,614.97,8.757513595188675 -1996-05-06,0.0,3.0949999999999998,0.6039996527777778,617.78,437.0,8.18378279105394 -1996-05-07,0.0,4.09,0.6063304398148148,642.51,413.23,7.588401767895255 -1996-05-08,0.0,8.535,0.6079995370370371,601.37,638.21,7.047146292296449 -1996-05-09,0.0,6.125,0.6098476851851852,665.82,376.87,6.549191254745547 -1996-05-10,0.21,10.114999999999998,0.6120002314814815,557.08,734.02,6.105361764754527 -1996-05-11,8.85,7.91,0.6133524305555556,238.0,858.53,5.683182493787458 -1996-05-12,17.64,2.46,0.6159914351851852,239.04,580.95,5.7048327128114105 -1996-05-13,13.08,1.37,0.6162851851851852,239.57,542.03,5.8022586984191955 -1996-05-14,0.0,4.125,0.6195356481481481,529.6,527.37,5.8022586984191955 -1996-05-15,0.0,5.83,0.6199998842592592,587.33,538.95,5.7156578223233865 -1996-05-16,0.0,7.625000000000001,0.6227818287037037,618.94,537.48,5.585756508179673 -1996-05-17,0.0,11.345,0.6240006944444445,575.28,759.81,5.445030084523984 -1996-05-18,0.0,13.535,0.6253526620370371,543.32,924.32,5.228527894284461 -1996-05-19,14.19,13.655000000000001,0.6278895833333333,302.0,1144.89,5.217702784772485 -1996-05-20,10.87,10.84,0.6280518518518519,115.95,1180.8,5.466680303547936 -1996-05-21,3.76,12.75,0.6303303240740741,190.44,1246.07,5.564106289155721 -1996-05-22,4.78,13.610000000000001,0.6319916666666667,356.42,1062.06,5.694007603299435 -1996-05-23,3.48,12.99,0.6322856481481481,364.76,1042.21,5.65070716525153 -1996-05-24,2.53,7.84,0.6347809027777778,465.02,663.49,5.520805851107817 -1996-05-25,0.0,4.7700000000000005,0.6360001157407408,401.21,620.75,5.239353003796438 -1996-05-26,0.0,5.81,0.6362856481481481,351.32,713.19,4.947075046973083 -1996-05-27,0.0,7.09,0.6387810185185185,511.22,646.9,4.611496652101823 -1996-05-28,0.35,9.535,0.6399917824074074,565.58,648.96,4.308393585766492 -1996-05-29,4.93,10.435,0.6400512731481481,363.85,838.74,4.026940738455114 -1996-05-30,7.47,9.515,0.6418483796296296,317.4,854.61,3.788788329191639 -1996-05-31,0.02,9.58,0.6435354166666667,576.3,638.53,3.561461029440141 -1996-06-01,0.0,13.03,0.6439998842592592,622.77,609.85,3.3341337296886424 -1996-06-02,0.0,17.745,0.6442856481481481,588.84,919.64,3.1176315394491203 -1996-06-03,0.0,18.64,0.6458482638888889,553.39,1090.91,2.8686540206736693 -1996-06-04,3.39,18.46,0.6471538194444444,397.88,1393.14,2.630501611410195 -1996-06-05,9.7,18.035,0.6479927083333333,277.5,1498.61,2.457299859218577 -1996-06-06,9.73,16.545,0.6480521990740741,312.37,1297.83,2.4789500782425296 -1996-06-07,0.27,15.805,0.6487947916666666,337.22,1343.19,2.4681249687305535 -1996-06-08,1.16,13.115,0.6498487268518519,388.68,1036.24,2.413999421170673 -1996-06-09,0.0,14.25,0.6507814814814814,525.34,862.34,2.33822365458684 -1996-06-10,0.0,15.965,0.6515357638888889,486.19,1063.43,2.240797668979055 -1996-06-11,0.0,20.4,0.6519921296296297,425.18,1562.85,2.121721464347318 -1996-06-12,0.05,22.365000000000002,0.6520001157407407,448.31,1625.02,2.0567708072754614 -1996-06-13,19.52,21.785,0.6520517361111111,289.41,1781.92,2.522250516290434 -1996-06-14,13.05,20.175,0.6522856481481482,259.09,1718.66,2.2949232165389355 -1996-06-15,4.05,16.58,0.6527943287037037,289.1,1342.33,2.132546573859294 -1996-06-16,0.45,13.9,0.653352662037037,472.19,952.79,2.013470369227557 -1996-06-17,2.51,15.02,0.653848611111111,383.53,1159.49,1.9485197121557 -1996-06-18,0.99,13.78,0.653848611111111,437.93,947.92,1.851093726547915 -1996-06-19,0.0,13.895,0.653848611111111,517.86,816.39,1.75366774094013 -1996-06-20,0.0,16.19,0.6543310185185185,464.35,1102.57,1.656241755332345 -1996-06-21,0.07,13.125,0.6543310185185185,389.72,1027.18,1.5912910982604884 -1996-06-22,7.91,9.254999999999999,0.653848611111111,209.99,903.42,1.547990660212584 -1996-06-23,3.68,10.83,0.653848611111111,174.12,1083.8,1.4830400031407271 -1996-06-24,4.95,12.02,0.653352662037037,186.39,1140.16,1.4180893460688704 -1996-06-25,10.63,13.25,0.653352662037037,180.98,1245.1,1.461389784116775 -1996-06-26,9.09,11.87,0.6527943287037037,289.18,961.59,1.5588157697245602 -1996-06-27,0.72,13.375,0.6522856481481482,448.23,950.58,1.5263404411886317 -1996-06-28,0.0,14.335,0.6520517361111111,496.91,920.0,1.5046902221646794 -1996-06-29,0.0,15.515,0.6519921296296297,500.33,952.73,1.461389784116775 -1996-06-30,0.0,17.75,0.6518894675925926,398.48,1368.83,1.4072642365568944 -1996-07-01,1.26,19.1,0.6511538194444445,344.36,1584.09,1.3423135794850378 -1996-07-02,0.0,19.83,0.6503311342592593,446.03,1444.11,1.2557127033892288 -1996-07-03,2.22,20.46,0.6493528935185184,370.22,1653.29,1.1907620463173723 -1996-07-04,13.68,18.564999999999998,0.6482863425925927,236.96,1627.83,1.16911182729342 -1996-07-05,11.36,16.72,0.6480008101851852,160.04,1602.44,1.2448875938772528 -1996-07-06,12.14,16.09,0.647890162037037,269.18,1338.84,1.4072642365568944 -1996-07-07,7.63,14.094999999999999,0.64678125,345.51,1003.23,1.4180893460688704 -1996-07-08,8.43,16.05,0.645352199074074,275.83,1318.03,1.3964391270449183 -1996-07-09,6.49,16.82,0.6440515046296297,221.77,1489.34,1.4505646746047989 -1996-07-10,9.84,17.535,0.6438894675925926,252.64,1509.13,1.6345915363083927 -1996-07-11,0.33,16.98,0.6427809027777778,431.56,1301.7,1.75366774094013 -1996-07-12,0.01,17.345,0.6407940972222222,451.58,1286.58,1.7753179599640823 -1996-07-13,0.09,18.16,0.6399997685185186,424.66,1401.63,1.764492850452106 -1996-07-14,19.16,19.634999999999998,0.6395354166666667,294.93,1610.88,1.8727439455718675 -1996-07-15,3.82,20.085,0.6378482638888888,310.09,1756.12,1.9485197121557 -1996-07-16,13.58,20.22,0.6360001157407408,219.96,1862.37,2.1758470119071984 -1996-07-17,0.0,19.79,0.6355359953703703,358.67,1711.05,2.121721464347318 -1996-07-18,0.0,19.384999999999998,0.6338483796296296,390.38,1605.67,2.0675959167874374 -1996-07-19,6.3,18.19,0.6319996527777777,403.32,1416.45,2.0675959167874374 -1996-07-20,27.95,15.305,0.6315355324074073,300.37,1255.5,2.5655509543383386 -1996-07-21,9.74,12.67,0.6287943287037038,182.03,1240.77,2.619676501898219 -1996-07-22,0.0,12.91,0.628,460.63,966.97,2.6521518304341467 -1996-07-23,0.0,16.015,0.6267813657407407,492.17,1084.72,2.641326720922171 -1996-07-24,2.8,17.715,0.624052199074074,365.99,1365.64,2.6629769399461236 -1996-07-25,0.31,18.015,0.6238902777777778,314.89,1597.96,2.7062773779940277 -1996-07-26,0.0,17.875,0.6207944444444444,254.38,1680.08,2.7928782540898367 -1996-07-27,1.71,18.15,0.6199998842592592,330.07,1522.29,2.8686540206736693 -1996-07-28,0.61,17.335,0.6183303240740741,391.63,1414.03,2.7928782540898367 -1996-07-29,0.0,14.985000000000001,0.615999537037037,508.17,936.89,2.6629769399461236 -1996-07-30,0.0,16.75,0.6151532407407407,487.35,1137.5,2.4897751877545056 -1996-07-31,0.0,17.81,0.6120002314814815,472.13,1253.25,2.349048764098816 -1996-08-01,3.36,17.835,0.6115356481481482,284.1,1504.74,2.1974972309311505 -1996-08-02,3.02,16.43,0.6080510416666667,207.01,1571.09,2.0567708072754614 -1996-08-03,0.0,17.805,0.6078891203703704,430.15,1367.68,1.9052192741077956 -1996-08-04,0.0,19.695,0.6042853009259259,442.11,1467.33,1.7861430694760585 -1996-08-05,0.0,20.78,0.6039916666666666,455.56,1495.71,1.6129413172844407 -1996-08-06,0.0,21.735,0.6002854166666667,464.44,1526.34,1.461389784116775 -1996-08-07,0.0,22.195,0.5999998842592592,454.93,1595.65,1.3856140175329423 -1996-08-08,0.0,22.21,0.5962851851851851,395.39,1800.11,1.277362922413181 -1996-08-09,8.31,21.46,0.5959997685185184,229.29,1936.81,1.2232373748533005 -1996-08-10,6.95,18.06,0.5920523148148148,288.6,1428.01,1.1474616082694677 -1996-08-11,0.0,13.23,0.591992824074074,459.48,918.04,1.057613199320066 -1996-08-12,0.0,13.12,0.5880002314814815,475.03,863.18,1.0002401189065926 -1996-08-13,0.0,16.240000000000002,0.5879922453703703,438.86,1154.22,0.9363719727859338 -1996-08-14,0.0,16.715,0.5840005787037037,414.22,1241.49,0.8497710966901247 -1996-08-15,0.0,14.370000000000001,0.5835359953703704,475.47,897.78,0.793480527227849 -1996-08-16,0.59,15.25,0.5800003472222222,424.82,1028.86,0.7534276220335374 -1996-08-17,3.98,17.165,0.5787818287037036,240.1,1431.67,0.7144572277904233 -1996-08-18,8.16,15.52,0.5760005787037037,282.23,1200.17,0.6993020744736568 -1996-08-19,9.76,13.425,0.5738478009259259,309.67,964.25,0.7003845854248544 -1996-08-20,0.0,14.524999999999999,0.5719994212962963,452.99,914.62,0.6614141911817405 -1996-08-21,5.03,16.35,0.5680513888888888,286.6,1219.89,0.6473415488161715 -1996-08-22,4.54,17.325,0.5679997685185185,258.52,1390.49,0.6343514174018001 -1996-08-23,6.21,18.465,0.5639996527777777,260.97,1449.3,0.623526307889824 -1996-08-24,8.11,16.375,0.5639916666666667,264.39,1296.28,0.6170312421826384 -1996-08-25,5.4,16.53,0.56,310.3,1125.62,0.6116186874266503 -1996-08-26,6.69,14.91,0.558330324074074,270.82,1128.58,0.5910509793538956 -1996-08-27,0.3,13.245,0.5560002314814815,342.17,1021.47,0.5520805851107816 -1996-08-28,0.0,13.17,0.5520519675925926,433.43,834.64,0.5217702784772486 -1996-08-29,0.0,15.155,0.5520004629629629,392.61,1059.91,0.4990375485020987 -1996-08-30,1.24,13.48,0.5479999999999999,372.23,979.92,0.46764473091736797 -1996-08-31,0.17,14.575,0.5479921296296296,315.46,1175.11,0.44707702284461337 -1996-09-01,0.02,18.035,0.5439997685185185,338.43,1380.55,0.4340868914302421 -1996-09-02,0.0,18.08,0.540794212962963,334.17,1387.84,0.4232617819182659 -1996-09-03,0.0,14.879999999999999,0.54,356.56,1095.34,0.3961990081383257 -1996-09-04,0.0,14.855,0.5359994212962963,418.47,919.91,0.3745487891143735 -1996-09-05,0.0,18.26,0.5359994212962963,402.72,1179.4,0.3604761467488045 -1996-09-06,0.0,18.05,0.5319998842592593,354.0,1316.63,0.33882592772485226 -1996-09-07,0.0,13.030000000000001,0.5298482638888888,400.11,837.35,0.31717570870090006 -1996-09-08,0.46,12.79,0.5279998842592593,383.89,828.76,0.30635059918892393 -1996-09-09,13.62,12.834999999999999,0.5240002314814816,217.17,1037.75,0.3626411686511997 -1996-09-10,13.78,13.9,0.5240002314814816,83.53,1405.75,0.4081066286014994 -1996-09-11,3.06,14.719999999999999,0.520000462962963,124.53,1396.05,0.3864564095775472 -1996-09-12,0.05,12.955,0.5183310185185186,231.8,1158.05,0.37238376721197824 -1996-09-13,0.93,12.650000000000002,0.5159998842592592,219.01,1150.66,0.3626411686511997 -1996-09-14,25.01,11.649999999999999,0.511999537037037,133.41,1143.07,0.4221792709670683 -1996-09-15,29.51,9.685,0.511999537037037,111.76,1031.85,0.8541011404949151 -1996-09-16,1.06,10.68,0.5079996527777778,247.12,958.96,0.8670912719092866 -1996-09-17,0.0,11.02,0.5067805555555556,384.42,750.14,0.8800814033236579 -1996-09-18,0.0,11.989999999999998,0.503999537037037,367.76,836.92,0.9006491113964125 -1996-09-19,0.0,11.489999999999998,0.4999997685185186,327.24,901.07,0.8963190675916219 -1996-09-20,0.0,10.69,0.4999997685185186,359.42,777.47,0.8941540456892267 -1996-09-21,0.0,11.695,0.4959997685185185,325.55,898.34,0.8703388047628793 -1996-09-22,0.0,7.48,0.49366840277777774,362.59,605.68,0.8346159433733582 -1996-09-23,0.02,5.994999999999999,0.4919994212962963,313.87,611.68,0.8064706586422203 -1996-09-24,3.28,6.885,0.48800034722222224,205.27,705.18,0.8259558557637772 -1996-09-25,0.0,5.734999999999999,0.48800034722222224,292.55,628.45,0.7956455491302442 -1996-09-26,0.0,6.49,0.4840002314814815,330.04,605.36,0.7426025125215612 -1996-09-27,0.0,7.125,0.48167002314814816,361.14,560.0,0.7144572277904233 -1996-09-28,3.11,10.235,0.4800005787037037,278.83,737.73,0.7090446730344352 -1996-09-29,7.1,13.225,0.4760001157407408,167.94,1163.05,0.7025496073272497 -1996-09-30,2.11,10.184999999999999,0.4760001157407408,220.25,921.31,0.667909256888926 -1996-10-01,1.28,7.045,0.4719996527777777,306.03,600.93,0.6332689064506025 -1996-10-02,3.72,11.48,0.4701513888888889,221.22,925.26,0.6224437969386264 -1996-10-03,4.2,11.31,0.46799976851851854,231.16,840.18,0.6029585998170693 -1996-10-04,0.0,2.1799999999999997,0.463999537037037,280.02,478.92,0.5639882055739553 -1996-10-05,0.0,1.21,0.463999537037037,312.47,413.75,0.5369254317940151 -1996-10-06,0.0,4.12,0.46,333.42,453.12,0.526100322282039 -1996-10-07,0.0,9.26,0.45920532407407405,323.97,659.95,0.4990375485020987 -1996-10-08,3.58,10.844999999999999,0.45599953703703705,219.98,880.03,0.4687272418685657 -1996-10-09,8.16,9.379999999999999,0.45200810185185186,123.53,953.87,0.47089226377096083 -1996-10-10,10.48,6.5649999999999995,0.452,107.33,810.42,0.5271828332332367 -1996-10-11,12.33,2.855,0.4480001157407407,173.29,540.4,0.623526307889824 -1996-10-12,0.0,2.475,0.4480001157407407,257.34,480.44,0.6170312421826384 -1996-10-13,4.77,4.575,0.4440001157407408,170.02,612.87,0.6191962640850336 -1996-10-14,8.71,6.02,0.44166932870370373,142.89,712.77,0.6657442349865309 -1996-10-15,0.28,1.52,0.4400003472222222,257.18,441.67,0.6386814612065905 -1996-10-16,0.0,-0.51,0.43611064814814815,197.8,433.33,0.6549191254745548 -1996-10-17,0.0,1.015,0.43600011574074077,188.87,496.29,0.6462590378649739 -1996-10-18,0.0,1.6100000000000003,0.43200000000000005,259.95,437.73,0.6451765269137762 -1996-10-19,0.0,2.9299999999999997,0.43194837962962956,287.12,419.21,0.6408464831089858 -1996-10-20,0.0,3.7849999999999997,0.428,283.82,440.0,0.6300213735970097 -1996-10-21,0.0,5.305,0.4261517361111111,262.4,530.36,0.6224437969386264 -1996-10-22,3.0,5.585,0.42400011574074076,219.73,595.4,0.6256913297922193 -1996-10-23,10.0,5.59,0.42121863425925926,82.87,777.74,0.7014670963760521 -1996-10-24,3.16,5.945,0.41999976851851856,83.94,800.4,0.7252823373023994 -1996-10-25,2.6,6.525,0.4164640046296296,120.75,782.3,0.7523451110823397 -1996-10-26,0.0,5.06,0.4159996527777778,195.22,629.54,0.7555926439359325 -1996-10-27,0.0,4.08,0.4121109953703704,207.64,572.05,0.7610051986919205 -1996-10-28,11.0,4.28,0.41200046296296294,115.01,650.03,0.8789988923724602 -1996-10-29,10.99,2.63,0.4080084490740741,93.22,608.89,0.9688473013218619 -1996-10-30,0.18,-0.4950000000000001,0.40794895833333333,193.44,422.33,1.0283854036377307 -1996-10-31,5.04,1.4449999999999998,0.40399999999999997,136.1,500.9,1.1041611702215632 -1996-11-01,0.13,0.8999999999999999,0.4037145833333334,199.24,456.48,1.158286717781444 -1996-11-02,0.4,-0.98,0.40000023148148145,202.45,400.0,1.179936936805396 -1996-11-03,0.09,-1.61,0.39971435185185183,150.86,425.97,1.179936936805396 -1996-11-04,0.34,-3.245,0.3960082175925926,190.44,345.71,1.16911182729342 -1996-11-05,0.0,-0.32999999999999985,0.39571446759259266,179.36,448.44,1.158286717781444 -1996-11-06,0.0,-1.69,0.3921108796296296,216.81,360.04,1.1474616082694677 -1996-11-07,2.29,1.9650000000000003,0.3919487268518519,180.72,467.63,1.158286717781444 -1996-11-08,3.05,10.12,0.3884644675925926,166.84,824.52,1.179936936805396 -1996-11-09,8.39,15.030000000000001,0.38799999999999996,78.82,1448.61,1.2124122653413245 -1996-11-10,9.4,8.715,0.3848466435185185,133.23,803.64,1.277362922413181 -1996-11-11,0.0,2.725,0.3840003472222222,141.78,582.42,1.2881880319251573 -1996-11-12,0.07,-1.51,0.38166932870370374,152.21,421.01,1.277362922413181 -1996-11-13,0.0,-5.305000000000001,0.3799997685185186,165.06,296.22,1.277362922413181 -1996-11-14,0.0,-9.035,0.37920590277777777,173.9,207.58,1.2557127033892288 -1996-11-15,0.0,-10.08,0.37611087962962964,189.88,189.57,1.2015871558293483 -1996-11-16,0.0,-7.795,0.3759486111111111,199.86,203.83,1.158286717781444 -1996-11-17,0.0,-4.0600000000000005,0.37321898148148147,209.72,243.51,1.1366364987574917 -1996-11-18,0.0,0.1200000000000001,0.3719998842592593,191.01,382.39,1.1041611702215632 -1996-11-19,5.79,0.08999999999999986,0.37120578703703705,114.18,455.9,1.0825109511976112 -1996-11-20,10.13,0.485,0.3684645833333333,48.37,568.59,1.1149862797335395 -1996-11-21,5.39,-0.040000000000000036,0.3680003472222222,47.19,548.5,1.1258113892455155 -1996-11-22,0.46,-0.895,0.36615196759259255,59.64,520.3,1.1149862797335395 -1996-11-23,0.15,-2.775,0.3644642361111111,99.17,418.18,1.1041611702215632 -1996-11-24,0.54,-9.265,0.36400011574074076,187.47,181.97,1.057613199320066 -1996-11-25,0.0,-10.7,0.3621513888888889,167.32,194.02,1.0316329364913235 -1996-11-26,0.02,-8.879999999999999,0.3604638888888889,142.88,234.04,1.0067351846137784 -1996-11-27,0.71,-8.625,0.3599998842592593,105.58,264.87,0.9439495494443169 -1996-11-28,0.0,-7.914999999999999,0.35920578703703704,99.44,274.83,0.9244643523227599 -1996-11-29,0.0,-10.74,0.3572189814814815,168.14,181.24,0.8984840894940173 -1996-11-30,0.0,-10.575,0.35611041666666665,194.42,160.0,0.8541011404949151 -1996-12-01,12.37,-4.6,0.3559483796296296,145.41,264.74,0.8584311842997057 -1996-12-02,18.53,4.3950000000000005,0.3546476851851852,103.31,641.65,1.277362922413181 -1996-12-03,10.36,2.59,0.35321898148148145,102.45,566.15,1.7211924124042017 -1996-12-04,0.0,-1.59,0.35211030092592593,106.32,440.0,1.8835690550838433 -1996-12-05,0.0,-4.960000000000001,0.35199988425925927,123.14,321.24,2.0567708072754614 -1996-12-06,0.0,-7.18,0.35171423611111113,123.28,278.23,2.154196792883246 -1996-12-07,0.3,-5.72,0.3506474537037037,121.69,316.99,2.2083223404431265 -1996-12-08,10.05,-1.365,0.34966921296296294,72.98,457.02,2.3057483260509115 -1996-12-09,7.05,-1.1099999999999999,0.3488465277777778,75.02,469.96,2.359873873610792 -1996-12-10,0.0,-3.7,0.3481105324074074,133.62,355.38,2.316573435562888 -1996-12-11,0.0,-6.325,0.3480079861111111,161.29,265.73,2.2732729975149835 -1996-12-12,0.12,-5.34,0.34794849537037037,124.49,319.43,2.219147449955103 -1996-12-13,0.0,-4.915,0.34771435185185184,160.53,280.0,2.132546573859294 -1996-12-14,0.0,-3.22,0.3472057870370371,145.51,351.99,2.0784210262994134 -1996-12-15,0.42,-0.76,0.3466476851851852,64.54,520.0,2.0026452597155804 -1996-12-16,0.0,-1.095,0.3466476851851852,72.21,494.37,1.9376946026437238 -1996-12-17,3.77,0.6900000000000001,0.3461518518518519,67.27,560.0,1.861918836059891 -1996-12-18,4.1,3.23,0.3461518518518519,74.54,642.85,1.851093726547915 -1996-12-19,4.84,1.175,0.3456693287037037,56.47,585.76,1.829443507523963 -1996-12-20,10.28,-4.03,0.3456693287037037,97.67,355.77,1.8186183980119868 -1996-12-21,0.0,-9.2,0.3461518518518519,165.93,201.5,1.764492850452106 -1996-12-22,0.0,-7.885,0.3461518518518519,154.47,240.0,1.6887170838682732 -1996-12-23,0.17,-5.5,0.3461518518518519,138.01,320.0,1.6345915363083927 -1996-12-24,8.87,-2.04,0.3466476851851852,113.65,400.0,1.6237664267964167 -1996-12-25,9.99,-4.62,0.3472057870370371,135.18,279.1,1.6778919743562972 -1996-12-26,0.0,-12.545,0.34771435185185184,172.04,159.62,1.6345915363083927 -1996-12-27,2.27,-10.41,0.34794849537037037,151.03,200.0,1.6129413172844407 -1996-12-28,0.37,-7.995,0.34800000000000003,177.91,200.49,1.5804659887485122 -1996-12-29,4.86,-2.93,0.3480079861111111,121.57,354.55,1.5804659887485122 -1996-12-30,5.37,-9.565,0.3484641203703704,144.87,175.71,1.5804659887485122 -1996-12-31,5.12,-6.25,0.3482361111111111,133.22,265.13,1.5696408792365362 -1997-01-01,0.0,-20.884999999999998,0.34921886574074074,145.15,80.0,1.4722148936287511 -1997-01-02,0.03,-16.675,0.35015162037037034,126.66,120.0,1.4072642365568944 -1997-01-03,1.3,-12.865,0.35120578703703703,70.6,194.43,1.3747889080209663 -1997-01-04,0.93,-10.655,0.3519482638888889,86.99,217.81,1.3098382509491096 -1997-01-05,11.63,-7.315,0.35200787037037035,50.44,302.35,1.277362922413181 -1997-01-06,19.36,-6.195,0.35284641203703704,51.65,326.2,1.2448875938772528 -1997-01-07,3.02,-7.91,0.3541518518518519,90.63,265.17,1.2124122653413245 -1997-01-08,0.0,-11.78,0.35571446759259256,101.34,195.18,1.1907620463173723 -1997-01-09,0.0,-11.105,0.35600000000000004,94.86,214.32,1.16911182729342 -1997-01-10,17.62,-9.135,0.3564643518518519,97.58,228.23,1.1474616082694677 -1997-01-11,21.21,-6.67,0.35815185185185183,87.65,280.0,1.1366364987574917 -1997-01-12,1.57,-9.58,0.3599482638888889,137.27,209.78,1.1258113892455155 -1997-01-13,2.15,-9.75,0.36000787037037035,135.33,202.76,1.1041611702215632 -1997-01-14,0.0,-8.365,0.36121863425925926,129.8,244.01,1.0825109511976112 -1997-01-15,0.02,-10.085,0.3637142361111111,196.96,175.32,1.071685841685635 -1997-01-16,7.93,-4.375,0.36400011574074076,121.24,311.76,1.055448177417671 -1997-01-17,12.64,-15.969999999999999,0.36521898148148146,186.22,79.84,1.0392105131497067 -1997-01-18,0.0,-27.165,0.36771435185185186,203.66,40.0,1.0229728488817424 -1997-01-19,0.0,-27.11,0.3680083333333333,256.61,40.0,1.0067351846137784 -1997-01-20,2.88,-18.445,0.3696696759259259,223.19,75.56,0.9959100751018022 -1997-01-21,1.83,-14.16,0.3719483796296296,180.09,137.2,0.9959100751018022 -1997-01-22,0.31,-13.785,0.37211041666666667,259.49,80.19,1.0175602941257544 -1997-01-23,7.9,-7.585000000000001,0.3746479166666667,196.66,171.96,1.0067351846137784 -1997-01-24,0.53,-18.675,0.3760002314814815,275.26,40.0,1.0121477393697664 -1997-01-25,8.61,-12.455,0.3772188657407407,214.75,87.51,1.0229728488817424 -1997-01-26,4.88,-8.185,0.3799997685185186,195.51,182.78,1.0013226298577902 -1997-01-27,0.0,-20.055,0.3804640046296296,268.47,72.87,0.97425985607785 -1997-01-28,6.69,-15.75,0.383714699074074,208.21,90.99,0.9255468632739575 -1997-01-29,6.03,-15.695,0.38400833333333334,222.44,81.79,0.9038966442500053 -1997-01-30,0.18,-26.14,0.3866476851851852,295.0,40.0,0.882246425226053 -1997-01-31,4.99,-22.060000000000002,0.38799999999999996,221.76,40.27,0.8551836514461127 -1997-02-01,6.74,-11.09,0.3901519675925926,165.07,173.93,0.8389459871781486 -1997-02-02,2.01,-7.31,0.39200034722222227,157.21,270.1,0.8172957681541964 -1997-02-03,0.0,-10.605,0.3936696759259259,266.14,160.15,0.8010581038862323 -1997-02-04,0.0,-15.8,0.39600023148148145,327.79,80.0,0.7794078848622801 -1997-02-05,8.99,-10.915,0.3972188657407407,196.1,160.89,0.7577576658383279 -1997-02-06,7.53,-8.11,0.40000023148148145,172.42,215.62,0.7469325563263517 -1997-02-07,0.0,-10.72,0.4012189814814815,271.22,162.85,0.7361074468143756 -1997-02-08,0.0,-20.72,0.40399999999999997,344.56,40.0,0.7198697825464114 -1997-02-09,0.0,-20.645,0.40521898148148144,346.42,40.0,0.7036321182784472 -1997-02-10,0.0,-12.110000000000001,0.4080003472222223,316.58,124.41,0.6928070087664712 -1997-02-11,0.0,-17.619999999999997,0.40966990740740744,359.31,40.14,0.681981899254495 -1997-02-12,0.0,-15.139999999999999,0.41200046296296294,292.75,98.2,0.6711567897425189 -1997-02-13,0.14,-14.09,0.41464768518518513,304.36,113.51,0.6495065707185667 -1997-02-14,2.27,-18.765,0.4159996527777778,326.83,40.58,0.6386814612065905 -1997-02-15,8.57,-8.635,0.419205324074074,209.35,189.09,0.6224437969386264 -1997-02-16,0.0,-16.42,0.41999976851851856,312.88,80.0,0.6116186874266503 -1997-02-17,0.0,-24.795,0.42400011574074076,373.24,40.0,0.6007935779146741 -1997-02-18,2.53,-17.225,0.42400011574074076,330.48,56.06,0.589968468402698 -1997-02-19,7.78,-3.5250000000000004,0.428,172.24,320.0,0.579143358890722 -1997-02-20,7.93,-7.285,0.42846388888888887,193.86,230.4,0.5737308041347339 -1997-02-21,5.87,-7.515,0.43200000000000005,200.19,220.95,0.5683182493787459 -1997-02-22,13.81,-6.175,0.4336695601851852,163.62,275.99,0.5629056946227577 -1997-02-23,8.44,-12.870000000000001,0.43600011574074077,188.99,160.0,0.5574931398667697 -1997-02-24,0.0,-17.685000000000002,0.4399488425925926,372.77,80.0,0.5466680303547936 -1997-02-25,0.0,-17.795,0.4400003472222222,354.68,80.0,0.5358429208428175 -1997-02-26,2.23,-14.285,0.4440001157407408,345.86,118.81,0.5250178113308414 -1997-02-27,5.05,-3.9799999999999995,0.4440081018518519,212.66,304.49,0.5196052565748533 -1997-02-28,4.49,-3.755,0.4480001157407407,215.52,315.34,0.5141927018188653 -1997-03-01,0.0,-5.435,0.4501516203703704,366.28,240.56,0.5087801470628772 -1997-03-02,2.86,-0.43499999999999983,0.452,223.38,426.06,0.5087801470628772 -1997-03-03,0.09,-6.625,0.45599953703703705,401.25,201.14,0.5033675923068892 -1997-03-04,0.0,-14.205,0.45599953703703705,431.78,99.35,0.4979550375509011 -1997-03-05,2.36,-9.83,0.46,335.68,162.12,0.4979550375509011 -1997-03-06,10.29,-7.965,0.4604638888888889,230.95,226.12,0.4979550375509011 -1997-03-07,10.33,-11.015,0.463999537037037,220.07,186.54,0.5033675923068892 -1997-03-08,0.0,-18.535,0.46799976851851854,477.22,62.69,0.5087801470628772 -1997-03-09,0.0,-19.08,0.46799976851851854,506.74,40.0,0.5141927018188653 -1997-03-10,4.38,-15.035,0.4719996527777777,401.34,80.0,0.5196052565748533 -1997-03-11,2.79,-5.615,0.4719996527777777,257.56,280.0,0.5196052565748533 -1997-03-12,0.31,-9.865,0.4760001157407408,412.07,170.94,0.5196052565748533 -1997-03-13,0.0,-14.315,0.4800005787037037,420.05,120.0,0.5141927018188653 -1997-03-14,0.39,-13.68,0.4800005787037037,420.37,125.52,0.5087801470628772 -1997-03-15,5.42,-7.4,0.4840002314814815,303.94,216.54,0.4979550375509011 -1997-03-16,0.0,-11.205,0.4840002314814815,484.9,128.04,0.487129928038925 -1997-03-17,0.04,-14.325000000000001,0.48800034722222224,488.1,111.79,0.48171737328293696 -1997-03-18,0.0,-11.445,0.4919994212962963,430.48,152.96,0.4763048185269489 -1997-03-19,0.0,-11.17,0.4919994212962963,505.58,131.28,0.47089226377096083 -1997-03-20,0.0,-9.435,0.4959997685185185,540.68,141.32,0.46547970901497276 -1997-03-21,0.0,-7.81,0.4959997685185185,495.19,200.0,0.4600671542589847 -1997-03-22,0.0,-11.04,0.4999997685185186,532.25,124.75,0.4600671542589847 -1997-03-23,0.0,-11.39,0.503999537037037,515.09,122.96,0.4600671542589847 -1997-03-24,0.0,-9.745000000000001,0.503999537037037,441.31,177.08,0.4600671542589847 -1997-03-25,0.2,-9.925,0.5079996527777778,566.63,120.0,0.4546545995029967 -1997-03-26,6.58,-2.425,0.5079996527777778,309.19,333.21,0.4546545995029967 -1997-03-27,0.0,-0.6200000000000001,0.511999537037037,308.77,438.42,0.4546545995029967 -1997-03-28,0.0,-0.75,0.5159998842592592,428.08,374.68,0.4546545995029967 -1997-03-29,3.5,2.7350000000000003,0.5159998842592592,314.99,517.97,0.4546545995029967 -1997-03-30,6.01,2.8000000000000003,0.520000462962963,250.7,556.49,0.4600671542589847 -1997-03-31,0.0,-2.3499999999999996,0.520000462962963,292.43,401.37,0.46547970901497276 -1997-04-01,0.0,-2.785,0.5240002314814816,355.61,359.83,0.4763048185269489 -1997-04-02,0.0,-3.7150000000000003,0.5279998842592593,431.49,306.25,0.487129928038925 -1997-04-03,0.0,-3.11,0.5279998842592593,448.72,321.13,0.4979550375509011 -1997-04-04,0.0,-0.6000000000000001,0.5319998842592593,444.29,397.35,0.5196052565748533 -1997-04-05,0.0,2.42,0.5319998842592593,406.4,517.51,0.5412554755988056 -1997-04-06,1.86,4.210000000000001,0.5359994212962963,335.63,596.76,0.5953810231586861 -1997-04-07,2.12,3.9,0.5395353009259259,293.1,640.63,0.6386814612065905 -1997-04-08,0.0,2.7300000000000004,0.54,504.15,485.5,0.6928070087664712 -1997-04-09,0.0,-5.720000000000001,0.5439997685185185,467.99,272.39,0.7577576658383279 -1997-04-10,0.0,-5.505,0.5439997685185185,402.66,297.09,0.876833870470065 -1997-04-11,0.0,-4.44,0.5479999999999999,595.43,252.61,0.9980750970041974 -1997-04-12,0.0,-2.31,0.5498481481481481,611.21,288.6,1.1366364987574917 -1997-04-13,4.48,0.06000000000000005,0.5520004629629629,361.17,425.56,1.2448875938772528 -1997-04-14,3.26,-1.145,0.5559922453703704,202.78,466.01,1.3098382509491096 -1997-04-15,0.0,-2.4299999999999997,0.5560002314814815,551.45,325.06,1.36396379850899 -1997-04-16,0.0,-0.07000000000000028,0.56,636.99,335.6,1.4180893460688704 -1997-04-17,0.0,3.035,0.5600517361111111,609.16,450.36,1.5263404411886317 -1997-04-18,0.2,2.115,0.5639996527777777,535.88,467.72,1.6345915363083927 -1997-04-19,0.0,1.5250000000000001,0.5663305555555556,501.68,473.41,1.742842631428154 -1997-04-20,0.0,4.265,0.5679997685185185,499.77,586.46,1.9593448216676759 -1997-04-21,0.0,4.6049999999999995,0.5715351851851852,601.17,522.62,2.2840981070269595 -1997-04-22,0.16,5.0,0.5719994212962963,573.42,570.53,2.7604029255539086 -1997-04-23,0.59,5.13,0.5760005787037037,477.11,643.37,3.474860153344332 -1997-04-24,0.0,4.095000000000001,0.5760005787037037,490.98,598.43,4.23261781918266 -1997-04-25,0.0,1.9699999999999998,0.5800003472222222,607.86,440.43,4.936249937461107 -1997-04-26,0.0,1.8749999999999996,0.5807946759259259,646.18,408.45,5.477505413059912 -1997-04-27,0.0,2.885,0.5840005787037037,697.98,354.12,5.932160012562909 -1997-04-28,1.3,4.405,0.5853530092592593,611.62,490.23,6.343514174018001 -1997-04-29,19.54,2.79,0.5880002314814815,310.58,583.39,6.830644102056926 -1997-04-30,1.93,3.7349999999999994,0.5903311342592593,625.11,472.02,7.112096949368305 -1997-05-01,2.72,9.075,0.5920008101851852,586.6,644.04,7.696652863015015 -1997-05-02,5.94,8.940000000000001,0.5943310185185184,421.41,776.14,9.147217537619815 -1997-05-03,4.03,3.1399999999999997,0.5959997685185184,469.53,521.89,9.731773451266523 -1997-05-04,7.39,4.45,0.5987809027777777,319.92,641.41,10.056526736625807 -1997-05-05,0.04,3.6999999999999993,0.5999998842592592,591.79,513.88,9.88332498443419 -1997-05-06,0.21,6.165,0.6027810185185185,585.86,591.21,9.68847301321862 -1997-05-07,9.17,5.890000000000001,0.6039996527777778,288.73,737.85,9.645172575170715 -1997-05-08,10.74,2.495,0.6063304398148148,255.96,594.25,9.840024546386285 -1997-05-09,0.0,3.0100000000000002,0.6079995370370371,570.46,515.45,9.68847301321862 -1997-05-10,0.0,5.475,0.6098476851851852,566.74,601.57,9.407020165907241 -1997-05-11,0.0,5.99,0.6120002314814815,495.31,683.54,9.103917099571909 -1997-05-12,0.14,6.5,0.6133524305555556,639.58,560.59,8.800814033236579 -1997-05-13,2.71,9.959999999999999,0.6159914351851852,458.2,844.55,8.508536076413224 -1997-05-14,8.59,9.66,0.6162851851851852,370.6,884.88,8.292033886173702 -1997-05-15,4.03,7.225,0.6195356481481481,530.7,589.27,8.07553169593418 -1997-05-16,20.69,9.02,0.6199998842592592,454.95,746.75,8.356984543245558 -1997-05-17,32.73,5.37,0.6227818287037037,340.31,681.79,10.933360607095873 -1997-05-18,3.61,5.8549999999999995,0.6240006944444445,412.59,683.21,11.258113892455155 -1997-05-19,0.0,6.09,0.6253526620370371,666.61,559.03,10.760158854904255 -1997-05-20,6.38,8.21,0.6278895833333333,419.1,749.86,10.32715447442521 -1997-05-21,3.54,7.17,0.6280518518518519,354.92,763.55,9.840024546386285 -1997-05-22,3.45,6.535,0.6303303240740741,344.93,736.57,9.255468632739575 -1997-05-23,3.81,6.805,0.6319916666666667,355.48,750.92,8.692562938116817 -1997-05-24,1.49,6.3,0.6322856481481481,610.23,545.99,8.140482353006036 -1997-05-25,10.31,8.27,0.6347809027777778,411.27,762.22,7.761603520086872 -1997-05-26,6.93,6.345,0.6360001157407408,345.0,725.38,7.382724687167708 -1997-05-27,0.0,5.1049999999999995,0.6362856481481481,580.88,601.79,6.938895197176687 -1997-05-28,0.0,9.63,0.6387810185185185,686.19,636.72,6.462590378649739 -1997-05-29,0.0,11.209999999999999,0.6399917824074074,706.16,618.01,6.0404111076826705 -1997-05-30,0.38,14.485000000000001,0.6400512731481481,649.46,868.28,5.607406727203625 -1997-05-31,3.66,16.55,0.6418483796296296,415.89,1300.5,5.206877675260509 -1997-06-01,0.0,13.945,0.6435354166666667,610.04,949.79,4.719747747221584 -1997-06-02,0.0,8.51,0.6439998842592592,699.96,523.66,4.275918257230564 -1997-06-03,0.0,10.105,0.6442856481481481,682.25,605.73,3.907864533823376 -1997-06-04,0.0,10.925,0.6458482638888889,672.35,645.46,3.583111248464093 -1997-06-05,0.0,11.375,0.6471538194444444,566.37,849.84,3.280008182128762 -1997-06-06,0.0,9.405,0.6479927083333333,643.17,614.33,2.9660800062814543 -1997-06-07,0.0,11.85,0.6480521990740741,666.24,637.89,2.6954522684820517 -1997-06-08,0.0,13.74,0.6487947916666666,688.13,621.18,2.4681249687305535 -1997-06-09,0.0,17.044999999999998,0.6498487268518519,655.99,834.36,2.2840981070269595 -1997-06-10,0.0,19.735,0.6507814814814814,553.49,1268.13,2.110896354835342 -1997-06-11,0.78,16.65,0.6515357638888889,598.33,937.16,1.9485197121557 -1997-06-12,0.0,14.01,0.6519921296296297,611.35,782.35,1.829443507523963 -1997-06-13,6.9,15.37,0.6520001157407407,359.25,1256.59,1.7861430694760585 -1997-06-14,11.59,14.56,0.6520517361111111,325.99,1196.32,1.9160443836197718 -1997-06-15,0.0,10.385,0.6522856481481482,604.07,657.05,1.7861430694760585 -1997-06-16,0.0,12.48,0.6527943287037037,593.11,752.35,1.7211924124042017 -1997-06-17,0.0,15.625,0.653352662037037,496.53,1115.9,1.6237664267964167 -1997-06-18,0.0,15.080000000000002,0.653848611111111,493.06,1091.62,1.547990660212584 -1997-06-19,14.0,15.595,0.653848611111111,284.79,1317.17,1.5912910982604884 -1997-06-20,0.21,13.454999999999998,0.653848611111111,551.59,874.39,1.537165550700608 -1997-06-21,0.21,15.135000000000002,0.6543310185185185,548.31,951.55,1.4722148936287511 -1997-06-22,8.8,18.125,0.6543310185185185,270.17,1541.67,1.4289144555808466 -1997-06-23,11.04,16.115,0.653848611111111,349.41,1225.6,1.3747889080209663 -1997-06-24,0.0,14.255,0.653848611111111,541.46,942.37,1.3206633604610856 -1997-06-25,0.03,13.385,0.653352662037037,518.49,913.77,1.2881880319251573 -1997-06-26,17.23,14.715,0.653352662037037,296.36,1197.61,1.36396379850899 -1997-06-27,14.87,17.73,0.6527943287037037,330.09,1363.21,1.4505646746047989 -1997-06-28,0.0,15.91,0.6522856481481482,573.83,944.64,1.4180893460688704 -1997-06-29,0.0,20.885,0.6520517361111111,514.42,1437.22,1.3964391270449183 -1997-06-30,6.41,22.255000000000003,0.6519921296296297,385.22,1605.24,1.3964391270449183 -1997-07-01,0.0,22.76,0.6518894675925926,491.07,1650.24,1.3531386889970138 -1997-07-02,0.0,23.03,0.6511538194444445,438.1,1811.83,1.2881880319251573 -1997-07-03,4.45,21.455,0.6503311342592593,274.09,1853.76,1.2557127033892288 -1997-07-04,16.7,18.785,0.6493528935185184,152.89,1799.31,1.2557127033892288 -1997-07-05,14.3,17.31,0.6482863425925927,228.47,1506.63,1.2557127033892288 -1997-07-06,0.0,16.085,0.6480008101851852,459.29,1143.2,1.2124122653413245 -1997-07-07,0.0,17.95,0.647890162037037,472.89,1237.84,1.16911182729342 -1997-07-08,0.0,17.810000000000002,0.64678125,433.66,1314.35,1.1258113892455155 -1997-07-09,9.26,16.38,0.645352199074074,272.15,1330.53,1.1149862797335395 -1997-07-10,6.93,14.620000000000001,0.6440515046296297,276.12,1192.05,1.1041611702215632 -1997-07-11,0.0,16.455,0.6438894675925926,435.69,1215.81,1.0446230679056947 -1997-07-12,0.0,17.365,0.6427809027777778,480.59,1169.56,0.9980750970041974 -1997-07-13,0.0,19.23,0.6407940972222222,473.45,1303.76,0.9591047027610835 -1997-07-14,0.0,19.9,0.6399997685185186,401.6,1542.78,0.9060616661524006 -1997-07-15,0.0,15.73,0.6395354166666667,504.84,940.93,0.8562661623973103 -1997-07-16,0.28,18.395,0.6378482638888888,425.35,1342.32,0.8216258119589868 -1997-07-17,10.4,21.095,0.6360001157407408,267.72,1758.77,0.7750778410574897 -1997-07-18,5.22,20.46,0.6355359953703703,274.7,1666.11,0.7382724687167708 -1997-07-19,3.3,15.785,0.6338483796296296,296.25,1231.38,0.7003845854248544 -1997-07-20,0.11,12.725,0.6319996527777777,293.77,1133.09,0.6408464831089858 -1997-07-21,0.0,14.114999999999998,0.6315355324074073,395.14,1095.57,0.6127011983778479 -1997-07-22,0.0,13.73,0.6287943287037038,438.17,974.39,0.5780608479395244 -1997-07-23,0.0,12.325000000000001,0.628,451.91,869.37,0.5423379865500033 -1997-07-24,0.0,14.99,0.6267813657407407,503.82,881.04,0.5271828332332367 -1997-07-25,0.0,17.935,0.624052199074074,482.36,1132.27,0.4979550375509011 -1997-07-26,0.0,20.38,0.6238902777777778,457.09,1376.15,0.4687272418685657 -1997-07-27,6.72,22.485,0.6207944444444444,360.36,1774.11,0.46764473091736797 -1997-07-28,19.38,21.3,0.6199998842592592,281.92,1706.09,0.5055326142092844 -1997-07-29,4.32,16.955000000000002,0.6183303240740741,322.7,1204.48,0.47197477472215843 -1997-07-30,0.0,16.1,0.615999537037037,421.64,1166.14,0.4394994461862301 -1997-07-31,0.0,17.835,0.6151532407407407,449.81,1219.41,0.4189317381134755 -1997-08-01,2.04,19.225,0.6120002314814815,359.23,1360.21,0.41460169430868504 -1997-08-02,2.05,20.155,0.6115356481481482,275.76,1748.83,0.38862143147994244 -1997-08-03,1.61,15.57,0.6080510416666667,334.22,1197.35,0.364806190553595 -1997-08-04,0.0,11.48,0.6078891203703704,471.04,745.44,0.3496510372368284 -1997-08-05,0.0,13.425,0.6042853009259259,421.64,945.39,0.33124835106646905 -1997-08-06,0.0,13.55,0.6039916666666666,422.59,945.24,0.31717570870090006 -1997-08-07,0.0,14.34,0.6002854166666667,464.4,905.46,0.3041855772865288 -1997-08-08,0.0,17.145,0.5999998842592592,436.88,1150.37,0.28686540206736694 -1997-08-09,0.0,19.5,0.5962851851851851,426.8,1335.69,0.2760402925553908 -1997-08-10,0.0,21.375,0.5959997685185184,378.01,1628.52,0.26629769399461234 -1997-08-11,2.87,20.240000000000002,0.5920523148148148,379.79,1459.83,0.2630501611410195 -1997-08-12,16.37,14.5,0.591992824074074,297.51,1058.37,0.26521518304341474 -1997-08-13,0.53,12.01,0.5880002314814815,412.62,837.12,0.25872011733622907 -1997-08-14,7.17,12.885000000000002,0.5879922453703703,234.75,1071.87,0.26846271589700754 -1997-08-15,1.72,12.819999999999999,0.5840005787037037,403.37,864.9,0.25655509543383387 -1997-08-16,10.36,14.89,0.5835359953703704,278.97,1112.36,0.2630501611410195 -1997-08-17,4.96,17.365000000000002,0.5800003472222222,192.05,1513.85,0.2619676501898219 -1997-08-18,0.0,13.879999999999999,0.5787818287037036,366.74,1044.81,0.2457299859218577 -1997-08-19,0.0,13.735,0.5760005787037037,315.1,1122.14,0.23490487640988159 -1997-08-20,0.0,12.91,0.5738478009259259,408.88,906.34,0.23165734355628878 -1997-08-21,5.37,13.54,0.5719994212962963,296.39,945.87,0.23273985450748638 -1997-08-22,12.46,13.5,0.5680513888888888,191.56,1190.14,0.2771228035065884 -1997-08-23,10.83,15.06,0.5679997685185185,132.48,1427.34,0.3907864533823376 -1997-08-24,5.12,15.17,0.5639996527777777,231.58,1253.15,0.4243442928694635 -1997-08-25,0.69,14.465,0.5639916666666667,383.02,1021.91,0.39295147528473284 -1997-08-26,0.0,15.32,0.56,422.92,1007.83,0.37238376721197824 -1997-08-27,4.7,15.495000000000001,0.558330324074074,341.81,989.45,0.3615586577000021 -1997-08-28,9.09,15.84,0.5560002314814815,252.01,1239.61,0.3745487891143735 -1997-08-29,7.54,16.575,0.5520519675925926,134.61,1576.69,0.37996134387036146 -1997-08-30,8.32,16.560000000000002,0.5520004629629629,185.13,1462.29,0.41784922716227785 -1997-08-31,3.28,15.965,0.5479999999999999,200.43,1441.24,0.44274697903982296 -1997-09-01,0.07,17.735,0.5479921296296296,292.05,1481.32,0.43516940238143964 -1997-09-02,0.0,17.814999999999998,0.5439997685185185,324.62,1425.63,0.4275918257230564 -1997-09-03,5.05,14.385000000000002,0.540794212962963,250.3,1150.19,0.42975684762545163 -1997-09-04,0.0,10.235,0.54,236.86,982.21,0.41568420525988264 -1997-09-05,0.0,10.945,0.5359994212962963,341.33,913.64,0.3994465409919185 -1997-09-06,0.0,13.01,0.5359994212962963,367.43,983.12,0.38970394243114004 -1997-09-07,2.73,14.785,0.5319998842592593,241.73,1283.23,0.3821263657727567 -1997-09-08,0.0,12.37,0.5298482638888888,411.55,846.32,0.364806190553595 -1997-09-09,2.34,12.74,0.5279998842592593,349.22,944.29,0.3593936357976069 -1997-09-10,2.28,12.975,0.5240002314814816,157.82,1288.7,0.3518160591392236 -1997-09-11,0.0,13.51,0.5240002314814816,159.33,1345.82,0.3464035043832356 -1997-09-12,0.15,14.18,0.520000462962963,183.56,1373.19,0.33557839487125946 -1997-09-13,0.08,16.305,0.5183310185185186,263.81,1434.75,0.3236707744080857 -1997-09-14,0.34,16.28,0.5159998842592592,334.06,1313.92,0.31284566489610965 -1997-09-15,0.0,15.735,0.511999537037037,356.17,1217.77,0.3085156210913192 -1997-09-16,0.29,12.375,0.511999537037037,378.52,913.7,0.29336046777455266 -1997-09-17,0.0,9.11,0.5079996527777778,395.91,686.45,0.2814528473113789 -1997-09-18,2.94,12.889999999999999,0.5067805555555556,319.7,890.96,0.2771228035065884 -1997-09-19,0.0,14.594999999999999,0.503999537037037,363.54,1063.19,0.26846271589700754 -1997-09-20,8.11,12.594999999999999,0.4999997685185186,224.15,1068.45,0.26413267209221714 -1997-09-21,8.22,6.01,0.4999997685185186,194.08,720.0,0.2608851392386243 -1997-09-22,0.0,4.74,0.4959997685185185,361.4,544.82,0.2511425406778458 -1997-09-23,4.06,7.3549999999999995,0.49366840277777774,259.61,710.28,0.25006002972664815 -1997-09-24,4.74,4.1450000000000005,0.4919994212962963,231.4,579.97,0.24031743116586965 -1997-09-25,1.38,5.765000000000001,0.48800034722222224,300.41,612.66,0.23706989831227682 -1997-09-26,0.0,7.315,0.48800034722222224,277.97,759.9,0.23057483260509115 -1997-09-27,0.07,4.665,0.4840002314814815,337.31,560.91,0.22407976689790549 -1997-09-28,0.0,7.74,0.48167002314814816,379.79,569.48,0.21974972309311505 -1997-09-29,4.34,9.395,0.4800005787037037,335.85,695.04,0.22840981070269592 -1997-09-30,14.55,11.594999999999999,0.4760001157407408,193.71,1008.05,0.28686540206736694 -1997-10-01,2.17,6.915,0.4760001157407408,292.27,662.39,0.272792759701798 -1997-10-02,1.0,4.0649999999999995,0.4719996527777777,176.38,663.0,0.2598026282874267 -1997-10-03,0.0,3.8449999999999998,0.4701513888888889,288.5,559.75,0.2543900735314386 -1997-10-04,0.0,5.205,0.46799976851851854,321.7,556.53,0.2511425406778458 -1997-10-05,3.27,7.875,0.463999537037037,210.83,758.45,0.2554725844826362 -1997-10-06,3.25,10.605,0.463999537037037,226.07,882.56,0.2543900735314386 -1997-10-07,0.0,10.19,0.46,303.51,793.23,0.24031743116586965 -1997-10-08,0.0,5.864999999999999,0.45920532407407405,316.25,566.17,0.23382236545868398 -1997-10-09,0.0,6.7,0.45599953703703705,284.56,649.51,0.23382236545868398 -1997-10-10,0.48,11.57,0.45200810185185186,276.28,920.0,0.23273985450748638 -1997-10-11,0.0,9.105,0.452,314.97,642.39,0.22083223404431265 -1997-10-12,0.0,4.335,0.4480001157407407,269.68,550.93,0.22407976689790549 -1997-10-13,0.0,6.295,0.4480001157407407,237.31,663.5,0.22407976689790549 -1997-10-14,0.0,8.95,0.4440001157407408,239.51,800.0,0.22083223404431265 -1997-10-15,0.0,9.245,0.44166932870370373,278.09,720.3,0.21325465738592939 -1997-10-16,0.0,8.735,0.4400003472222222,187.57,862.35,0.20459456977634852 -1997-10-17,0.0,3.945,0.43611064814814815,224.27,573.08,0.20134703692275568 -1997-10-18,0.0,4.34,0.43600011574074077,223.8,592.18,0.19809950406916285 -1997-10-19,0.0,5.095,0.43200000000000005,298.0,457.65,0.19485197121557002 -1997-10-20,0.0,5.140000000000001,0.43194837962962956,284.99,487.76,0.1916044383619772 -1997-10-21,2.82,3.965,0.428,169.62,570.22,0.18943941645958198 -1997-10-22,1.86,0.7650000000000001,0.4261517361111111,202.32,449.74,0.18943941645958198 -1997-10-23,2.04,-2.7299999999999995,0.42400011574074076,193.01,369.52,0.18943941645958198 -1997-10-24,0.0,-2.8099999999999996,0.42121863425925926,209.23,360.18,0.18943941645958198 -1997-10-25,0.0,-1.945,0.41999976851851856,241.63,355.78,0.18510937265479152 -1997-10-26,0.0,-1.455,0.4164640046296296,261.29,344.35,0.17861430694760583 -1997-10-27,9.52,-1.6600000000000001,0.4159996527777778,179.8,379.57,0.1840268617035939 -1997-10-28,11.26,-0.7549999999999999,0.4121109953703704,57.86,527.75,0.20784210262994132 -1997-10-29,4.04,-0.15000000000000002,0.41200046296296294,73.54,534.58,0.21866721214191742 -1997-10-30,0.0,1.5350000000000001,0.4080084490740741,125.89,562.15,0.22083223404431265 -1997-10-31,0.0,0.125,0.40794895833333333,239.27,402.43,0.22299725594670786 -1997-11-01,0.89,3.0700000000000003,0.40399999999999997,195.1,543.38,0.22949232165389355 -1997-11-02,10.82,8.004999999999999,0.4037145833333334,121.42,827.78,0.33557839487125946 -1997-11-03,4.68,10.379999999999999,0.40000023148148145,123.31,953.62,0.5672357384275483 -1997-11-04,0.62,6.095000000000001,0.39971435185185183,203.38,623.45,0.6029585998170693 -1997-11-05,11.04,5.26,0.3960082175925926,109.8,698.47,0.72961238110719 -1997-11-06,0.0,1.9749999999999999,0.39571446759259266,183.79,502.48,0.8227083229101846 -1997-11-07,0.0,1.735,0.3921108796296296,197.78,468.31,0.8865764690308435 -1997-11-08,0.0,1.81,0.3919487268518519,217.57,438.66,0.940702016590724 -1997-11-09,4.11,1.1949999999999998,0.3884644675925926,167.27,439.62,0.9883324984434189 -1997-11-10,4.67,2.24,0.38799999999999996,61.01,624.97,1.0706033307344374 -1997-11-11,1.67,1.555,0.3848466435185185,83.1,591.76,1.1366364987574917 -1997-11-12,1.74,-1.7799999999999998,0.3840003472222222,142.21,413.84,1.1474616082694677 -1997-11-13,0.0,-5.35,0.38166932870370374,151.52,313.7,1.1366364987574917 -1997-11-14,0.0,-7.47,0.3799997685185186,173.85,251.65,1.1258113892455155 -1997-11-15,0.0,-6.1899999999999995,0.37920590277777777,141.77,295.28,1.0933360607095872 -1997-11-16,0.0,-5.359999999999999,0.37611087962962964,93.41,351.18,1.0695208197832398 -1997-11-17,0.0,-5.86,0.3759486111111111,170.77,280.76,1.0251378707841377 -1997-11-18,0.0,-7.484999999999999,0.37321898148148147,195.85,222.42,0.9937450531994071 -1997-11-19,0.0,-5.96,0.3719998842592593,192.57,259.41,0.9645172575170715 -1997-11-20,0.0,-2.53,0.37120578703703705,153.86,378.28,0.9244643523227599 -1997-11-21,0.93,-2.4499999999999997,0.3684645833333333,149.97,397.87,0.8984840894940173 -1997-11-22,0.0,-5.89,0.3680003472222222,180.49,275.12,0.8497710966901247 -1997-11-23,0.27,-10.3,0.36615196759259255,187.49,198.47,0.8075531695934178 -1997-11-24,5.74,-7.5,0.3644642361111111,129.69,251.54,0.7945630381790466 -1997-11-25,1.06,-8.225,0.36400011574074076,187.08,207.14,0.7577576658383279 -1997-11-26,2.1,-5.54,0.3621513888888889,187.1,268.41,0.7480150672775493 -1997-11-27,5.68,-5.625,0.3604638888888889,129.24,285.24,0.7112096949368305 -1997-11-28,0.52,-12.35,0.3599998842592593,206.76,134.48,0.6841469211568902 -1997-11-29,0.0,-8.725,0.35920578703703704,166.68,228.29,0.6624967021329381 -1997-11-30,0.0,-5.99,0.3572189814814815,155.87,288.26,0.6365164393041954 -1997-12-01,3.75,-5.77,0.35611041666666665,133.97,291.09,0.6246088188410216 -1997-12-02,10.16,-5.0200000000000005,0.3559483796296296,76.44,353.38,0.6159487312314408 -1997-12-03,0.0,-2.0050000000000003,0.3546476851851852,91.87,446.87,0.6072886436218599 -1997-12-04,0.0,-4.485,0.35321898148148145,153.47,319.55,0.6072886436218599 -1997-12-05,4.4,-4.195,0.35211030092592593,99.97,351.83,0.604041110768267 -1997-12-06,15.3,-2.12,0.35199988425925927,45.19,470.97,0.6224437969386264 -1997-12-07,12.08,-2.215,0.35171423611111113,56.53,457.87,0.6505890816697643 -1997-12-08,1.24,-8.540000000000001,0.3506474537037037,164.88,224.72,0.6386814612065905 -1997-12-09,0.13,-11.24,0.34966921296296294,161.41,184.64,0.623526307889824 -1997-12-10,0.0,-12.030000000000001,0.3488465277777778,182.03,156.93,0.6029585998170693 -1997-12-11,0.0,-14.930000000000001,0.3481105324074074,198.77,94.2,0.5596581617691649 -1997-12-12,0.0,-15.739999999999998,0.3480079861111111,200.06,80.01,0.5466680303547936 -1997-12-13,0.0,-9.445,0.34794849537037037,173.3,200.0,0.5358429208428175 -1997-12-14,0.12,-7.859999999999999,0.34771435185185184,157.85,233.7,0.526100322282039 -1997-12-15,0.0,-16.585,0.3472057870370371,188.31,80.0,0.5174402346724581 -1997-12-16,0.0,-18.205,0.3466476851851852,189.37,80.0,0.5001200594532963 -1997-12-17,0.0,-8.32,0.3466476851851852,175.02,200.0,0.4892949499413202 -1997-12-18,0.0,-7.185,0.3461518518518519,174.79,211.84,0.48388239518533216 -1997-12-19,0.81,-10.075,0.3461518518518519,164.43,182.02,0.47413979662455363 -1997-12-20,0.0,-10.375,0.3456693287037037,159.3,183.15,0.4600671542589847 -1997-12-21,0.0,-15.79,0.3456693287037037,153.6,120.0,0.4546545995029967 -1997-12-22,0.0,-18.38,0.3461518518518519,185.49,80.0,0.4459945118934157 -1997-12-23,0.0,-16.745,0.3461518518518519,191.82,80.0,0.4384169352350325 -1997-12-24,3.63,-12.74,0.3461518518518519,126.22,138.7,0.42975684762545163 -1997-12-25,3.16,-10.545,0.3466476851851852,169.76,158.21,0.4221792709670683 -1997-12-26,10.05,-5.595,0.3472057870370371,84.43,305.66,0.4113541614550923 -1997-12-27,2.9,-5.8549999999999995,0.34771435185185184,119.92,268.45,0.40052905194311617 -1997-12-28,0.0,-12.83,0.34794849537037037,188.0,120.0,0.40269407384551137 -1997-12-29,0.0,-17.165,0.34800000000000003,187.25,80.0,0.40052905194311617 -1997-12-30,9.42,-9.465,0.3480079861111111,134.72,174.31,0.39511649718712805 -1997-12-31,5.57,-10.68,0.3484641203703704,126.43,172.12,0.384291387675152 -1998-01-01,0.0,-21.39,0.34921886574074074,193.75,47.77,0.3680537234071878 -1998-01-02,1.64,-14.625,0.35015162037037034,201.08,90.91,0.3604761467488045 -1998-01-03,1.64,-4.78,0.35120578703703703,184.42,241.38,0.35398108104161885 -1998-01-04,1.93,-5.76,0.3519482638888889,173.69,236.68,0.3464035043832356 -1998-01-05,3.48,-16.025,0.35200787037037035,151.73,94.3,0.3518160591392236 -1998-01-06,9.19,-11.825,0.35284641203703704,78.93,200.0,0.3615586577000021 -1998-01-07,7.94,-10.129999999999999,0.3541518518518519,37.5,256.54,0.3853738986263496 -1998-01-08,15.6,-9.53,0.35571446759259256,35.21,279.96,0.3961990081383257 -1998-01-09,16.16,-7.914999999999999,0.35600000000000004,45.16,290.54,0.4763048185269489 -1998-01-10,8.37,-5.95,0.3564643518518519,63.41,320.56,0.5163577237212605 -1998-01-11,0.45,-6.4399999999999995,0.35815185185185183,131.18,282.72,0.5120276799164701 -1998-01-12,0.0,-12.280000000000001,0.3599482638888889,208.75,140.28,0.4882124389901227 -1998-01-13,3.19,-12.495,0.36000787037037035,188.6,120.0,0.47738732947814655 -1998-01-14,3.19,-13.505,0.36121863425925926,163.1,120.0,0.45681962140539184 -1998-01-15,0.0,-19.865000000000002,0.3637142361111111,198.88,80.0,0.44274697903982296 -1998-01-16,0.0,-17.655,0.36400011574074076,207.23,83.12,0.4330043804790444 -1998-01-17,0.0,-15.485,0.36521898148148146,233.02,97.33,0.4275918257230564 -1998-01-18,0.0,-8.475,0.36771435185185186,199.38,211.98,0.42109676001587076 -1998-01-19,1.04,-3.9299999999999997,0.3680083333333333,106.77,374.9,0.41460169430868504 -1998-01-20,1.58,-3.275,0.3696696759259259,73.06,439.99,0.4113541614550923 -1998-01-21,0.77,-5.984999999999999,0.3719483796296296,135.24,304.11,0.40702411765030183 -1998-01-22,0.0,-15.905000000000001,0.37211041666666667,240.0,93.97,0.4016115628943137 -1998-01-23,0.19,-22.925,0.3746479166666667,267.95,40.0,0.40052905194311617 -1998-01-24,16.0,-13.325000000000001,0.3760002314814815,164.29,135.28,0.4113541614550923 -1998-01-25,6.47,-7.87,0.3772188657407407,91.6,280.0,0.4275918257230564 -1998-01-26,0.0,-15.61,0.3799997685185186,244.77,113.58,0.4243442928694635 -1998-01-27,0.0,-22.265,0.3804640046296296,282.65,40.0,0.41351918335748744 -1998-01-28,0.0,-14.45,0.383714699074074,268.12,111.18,0.40052905194311617 -1998-01-29,1.01,-12.07,0.38400833333333334,275.46,120.0,0.38970394243114004 -1998-01-30,5.8,-7.175,0.3866476851851852,141.41,268.87,0.3810438548215591 -1998-01-31,2.05,-6.1049999999999995,0.38799999999999996,174.99,288.54,0.37238376721197824 -1998-02-01,0.0,-11.405,0.3901519675925926,307.23,120.0,0.3658887015047926 -1998-02-02,0.0,-9.29,0.39200034722222227,307.21,143.5,0.3593936357976069 -1998-02-03,0.0,-4.9799999999999995,0.3936696759259259,306.44,210.8,0.35289857009042125 -1998-02-04,0.0,-11.295,0.39600023148148145,322.73,120.0,0.3485685262856308 -1998-02-05,0.0,-16.635,0.3972188657407407,328.84,60.53,0.3464035043832356 -1998-02-06,0.0,-16.39,0.40000023148148145,331.18,67.07,0.3485685262856308 -1998-02-07,0.0,-15.305,0.4012189814814815,330.96,75.82,0.3518160591392236 -1998-02-08,0.0,-14.82,0.40399999999999997,320.72,80.0,0.3550635919928165 -1998-02-09,0.0,-14.6,0.40521898148148144,315.34,80.0,0.3593936357976069 -1998-02-10,0.0,-13.040000000000001,0.4080003472222223,328.23,94.61,0.3637236796023974 -1998-02-11,0.0,-8.705,0.40966990740740744,328.75,139.62,0.3680537234071878 -1998-02-12,9.45,-2.495,0.41200046296296294,206.08,301.33,0.3713012562607806 -1998-02-13,4.13,-3.105,0.41464768518518513,168.2,362.61,0.3745487891143735 -1998-02-14,0.0,-14.389999999999999,0.4159996527777778,282.13,120.0,0.38753892052874483 -1998-02-15,0.0,-18.425,0.419205324074074,259.84,80.0,0.3745487891143735 -1998-02-16,0.0,-16.675,0.41999976851851856,331.8,80.0,0.3821263657727567 -1998-02-17,0.0,-8.695,0.42400011574074076,291.54,187.38,0.38753892052874483 -1998-02-18,0.0,-4.87,0.42400011574074076,309.04,241.98,0.3853738986263496 -1998-02-19,12.88,-2.62,0.428,128.56,387.79,0.39836403004072096 -1998-02-20,6.28,-2.1350000000000002,0.42846388888888887,72.14,453.86,0.4275918257230564 -1998-02-21,2.05,-2.6550000000000002,0.43200000000000005,114.11,438.83,0.43083935857664923 -1998-02-22,0.0,-4.08,0.4336695601851852,195.01,344.51,0.428674336674254 -1998-02-23,0.0,-7.475,0.43600011574074077,379.86,160.0,0.4275918257230564 -1998-02-24,0.01,-6.275,0.4399488425925926,377.89,185.16,0.42650931477185877 -1998-02-25,17.85,-3.6950000000000003,0.4400003472222222,195.71,319.49,0.4600671542589847 -1998-02-26,13.84,-0.35,0.4440001157407408,69.34,536.11,0.506615125160482 -1998-02-27,3.01,0.79,0.4440081018518519,88.04,566.38,0.5196052565748533 -1998-02-28,2.51,2.4,0.4480001157407407,131.38,605.93,0.5141927018188653 -1998-03-01,6.44,2.975,0.4501516203703704,127.22,616.28,0.5141927018188653 -1998-03-02,3.22,1.565,0.452,97.88,599.33,0.5520805851107816 -1998-03-03,0.01,-0.6050000000000001,0.45599953703703705,159.03,490.83,0.6062061326706623 -1998-03-04,0.13,-2.27,0.45599953703703705,163.76,433.56,0.6765693444985069 -1998-03-05,0.0,-3.795,0.46,199.35,373.89,0.7523451110823397 -1998-03-06,0.0,-4.555,0.4604638888888889,240.04,338.96,0.8118832133982083 -1998-03-07,0.66,-8.485,0.463999537037037,470.09,150.97,0.882246425226053 -1998-03-08,1.23,-4.435,0.46799976851851854,407.82,263.06,0.9526096370538978 -1998-03-09,17.89,0.7850000000000001,0.46799976851851854,229.86,480.14,1.1041611702215632 -1998-03-10,14.7,3.28,0.4719996527777777,284.65,534.93,1.4289144555808466 -1998-03-11,0.41,-6.025,0.4719996527777777,450.47,229.96,1.6454166458203692 -1998-03-12,0.0,-14.774999999999999,0.4760001157407408,401.88,124.76,1.851093726547915 -1998-03-13,0.0,-14.73,0.4800005787037037,441.59,120.05,2.0026452597155804 -1998-03-14,1.38,-11.565,0.4800005787037037,487.67,130.92,2.0784210262994134 -1998-03-15,1.81,-5.875,0.4840002314814815,393.83,276.95,2.14337168337127 -1998-03-16,0.0,-9.435,0.4840002314814815,506.39,160.0,2.1758470119071984 -1998-03-17,0.0,-10.629999999999999,0.48800034722222224,534.36,124.58,2.1758470119071984 -1998-03-18,0.0,-7.0249999999999995,0.4919994212962963,539.22,160.5,2.1650219023952224 -1998-03-19,0.0,-5.46,0.4919994212962963,523.66,211.65,2.121721464347318 -1998-03-20,3.84,-5.915,0.4959997685185185,275.79,280.0,2.110896354835342 -1998-03-21,0.5,-8.77,0.4959997685185185,485.81,199.9,2.0784210262994134 -1998-03-22,9.7,-6.675,0.4999997685185186,270.04,280.0,2.024295478739533 -1998-03-23,5.38,-8.315,0.503999537037037,257.42,246.64,2.0026452597155804 -1998-03-24,0.0,-8.69,0.503999537037037,526.35,175.36,1.9485197121557 -1998-03-25,0.0,-8.365,0.5079996527777778,581.52,131.46,1.861918836059891 -1998-03-26,7.56,-2.6099999999999994,0.5079996527777778,453.08,277.15,1.8186183980119868 -1998-03-27,9.4,4.8950000000000005,0.511999537037037,317.73,603.84,1.8943941645958196 -1998-03-28,2.31,6.1450000000000005,0.5159998842592592,405.15,640.0,2.0675959167874374 -1998-03-29,0.97,6.02,0.5159998842592592,394.93,682.58,2.33822365458684 -1998-03-30,2.53,4.569999999999999,0.520000462962963,417.37,529.84,2.92277956823355 -1998-03-31,7.63,3.535,0.520000462962963,253.62,603.47,3.626411686511997 -1998-04-01,8.04,1.1199999999999999,0.5240002314814816,233.39,522.14,4.416644680886253 -1998-04-02,9.18,0.3400000000000001,0.5279998842592593,139.95,549.43,4.957900156485059 -1998-04-03,9.29,-0.8600000000000001,0.5279998842592593,130.2,509.19,5.228527894284461 -1998-04-04,1.71,-1.81,0.5319998842592593,203.14,450.28,5.293478551356318 -1998-04-05,0.0,-1.0050000000000001,0.5319998842592593,272.04,463.17,5.206877675260509 -1998-04-06,0.0,0.925,0.5359994212962963,218.13,559.95,5.098626580140748 -1998-04-07,0.39,0.8849999999999999,0.5395353009259259,237.63,556.68,4.947075046973083 -1998-04-08,0.0,1.405,0.54,459.54,472.65,4.817173732829369 -1998-04-09,0.0,0.7600000000000002,0.5439997685185185,551.71,390.84,4.773873294781465 -1998-04-10,0.0,-1.145,0.5439997685185185,552.69,343.15,4.698097528197632 -1998-04-11,0.0,0.38500000000000023,0.5479999999999999,517.43,412.44,4.600671542589847 -1998-04-12,0.0,2.0549999999999997,0.5498481481481481,602.1,381.48,4.557371104541943 -1998-04-13,0.0,4.295,0.5520004629629629,618.46,426.28,4.665622199661704 -1998-04-14,0.0,4.49,0.5559922453703704,609.87,450.55,5.001200594532963 -1998-04-15,0.0,5.17,0.5560002314814815,599.66,487.33,5.520805851107817 -1998-04-16,0.0,6.06,0.56,631.79,455.24,6.137837093290456 -1998-04-17,10.09,7.63,0.5600517361111111,420.67,641.6,7.371899577655732 -1998-04-18,0.97,5.745,0.5639996527777777,331.2,740.77,8.800814033236579 -1998-04-19,0.0,6.62,0.5663305555555556,403.73,733.24,9.634347465658738 -1998-04-20,8.05,5.4799999999999995,0.5679997685185185,326.55,654.44,10.283854036377306 -1998-04-21,5.85,2.505,0.5715351851851852,381.04,530.73,10.71685841685635 -1998-04-22,0.0,5.32,0.5719994212962963,609.82,506.46,10.66273286929647 -1998-04-23,0.0,6.96,0.5760005787037037,619.43,559.94,10.565306883688685 -1998-04-24,5.59,5.53,0.5760005787037037,412.9,624.57,10.392105131497066 -1998-04-25,5.17,1.9900000000000002,0.5800003472222222,245.72,575.67,10.208078269793473 -1998-04-26,1.53,0.3700000000000001,0.5807946759259259,511.2,428.8,9.785898998826404 -1998-04-27,1.51,0.1349999999999998,0.5840005787037037,525.92,402.17,9.255468632739575 -1998-04-28,0.12,3.2899999999999996,0.5853530092592593,545.99,510.43,8.692562938116817 -1998-04-29,0.0,6.69,0.5880002314814815,637.41,530.23,8.205433010077892 -1998-04-30,0.0,9.73,0.5903311342592593,641.34,611.89,7.7940788486228 -1998-05-01,0.0,12.204999999999998,0.5920008101851852,644.92,666.86,7.49097578228747 -1998-05-02,3.64,10.74,0.5943310185185184,516.13,701.01,7.274473592047947 -1998-05-03,5.29,10.645,0.5959997685185184,254.72,1010.5,7.177047606440162 -1998-05-04,1.74,14.035,0.5987809027777777,400.67,1177.95,6.895594759128783 -1998-05-05,0.42,15.4,0.5999998842592592,458.77,1236.37,6.5708414737695 -1998-05-06,1.13,16.26,0.6027810185185185,332.41,1438.88,6.235263078898241 -1998-05-07,3.75,15.629999999999999,0.6039996527777778,222.27,1429.75,5.8996846840269805 -1998-05-08,4.05,15.305,0.6063304398148148,263.81,1347.05,5.499155632083865 -1998-05-09,5.63,12.95,0.6079995370370371,301.7,1112.26,5.196052565748533 -1998-05-10,0.92,11.05,0.6098476851851852,407.3,946.67,5.012025704044939 -1998-05-11,0.0,10.765,0.6120002314814815,610.22,682.12,4.719747747221584 -1998-05-12,0.0,9.5,0.6133524305555556,637.3,552.8,4.42746979039823 -1998-05-13,0.0,11.165000000000001,0.6159914351851852,628.61,629.97,4.146016943086851 -1998-05-14,0.0,14.055000000000001,0.6162851851851852,629.28,717.68,3.8753892052874477 -1998-05-15,0.0,16.38,0.6195356481481481,598.48,925.21,3.615586577000021 -1998-05-16,0.0,15.65,0.6199998842592592,579.41,952.51,3.399084386760499 -1998-05-17,0.0,13.975,0.6227818287037037,566.0,895.03,3.1934073060329524 -1998-05-18,0.0,13.605,0.6240006944444445,473.59,1039.71,2.9336046777455267 -1998-05-19,0.0,11.43,0.6253526620370371,515.32,838.3,2.7062773779940277 -1998-05-20,0.0,13.215,0.6278895833333333,555.02,853.55,2.522250516290434 -1998-05-21,7.85,16.119999999999997,0.6280518518518519,390.59,1163.09,2.349048764098816 -1998-05-22,14.9,11.54,0.6303303240740741,296.74,968.73,2.2624478880030074 -1998-05-23,10.59,8.11,0.6319916666666667,209.1,875.22,2.1866721214191744 -1998-05-24,3.89,9.7,0.6322856481481481,239.37,920.43,2.1758470119071984 -1998-05-25,2.02,13.114999999999998,0.6347809027777778,471.34,911.52,2.121721464347318 -1998-05-26,2.94,14.145,0.6360001157407408,365.09,1087.7,2.035120588251509 -1998-05-27,0.0,8.9,0.6362856481481481,570.92,607.47,1.9160443836197718 -1998-05-28,0.0,11.785,0.6387810185185185,560.68,731.58,1.8077932885000105 -1998-05-29,1.44,17.095,0.6399917824074074,433.32,1265.39,1.7211924124042017 -1998-05-30,0.35,14.845,0.6400512731481481,424.73,1139.43,1.6129413172844407 -1998-05-31,1.89,7.135,0.6418483796296296,499.68,546.8,1.5046902221646794 -1998-06-01,4.63,10.27,0.6435354166666667,278.35,915.44,1.4289144555808466 -1998-06-02,0.0,7.834999999999999,0.6439998842592592,554.3,549.03,1.3098382509491096 -1998-06-03,6.44,9.86,0.6442856481481481,310.12,827.31,1.2557127033892288 -1998-06-04,4.8,6.92,0.6458482638888889,203.53,788.97,1.16911182729342 -1998-06-05,5.47,8.225,0.6471538194444444,215.89,850.52,1.1149862797335395 -1998-06-06,3.62,10.395,0.6479927083333333,243.63,937.54,1.080345929295216 -1998-06-07,0.68,10.905,0.6480521990740741,440.57,828.98,1.0251378707841377 -1998-06-08,0.0,12.275,0.6487947916666666,385.39,976.32,0.9796724108338379 -1998-06-09,0.0,11.66,0.6498487268518519,498.18,745.47,0.9287943961275504 -1998-06-10,0.0,14.170000000000002,0.6507814814814814,527.93,756.18,0.8844114471284483 -1998-06-11,0.11,16.655,0.6515357638888889,516.38,904.99,0.8400284981293462 -1998-06-12,0.22,17.265,0.6519921296296297,476.81,1082.91,0.8108007024470107 -1998-06-13,0.8,16.085,0.6520001157407407,346.56,1289.27,0.7772428629598849 -1998-06-14,4.79,16.455,0.6520517361111111,190.79,1480.19,0.7436850234727588 -1998-06-15,11.7,15.41,0.6522856481481482,180.96,1417.72,0.798893081983837 -1998-06-16,4.09,17.39,0.6527943287037037,196.45,1601.41,0.8227083229101846 -1998-06-17,6.2,16.95,0.653352662037037,171.59,1600.62,0.857348673348508 -1998-06-18,1.66,17.295,0.653848611111111,226.08,1633.86,0.8616787171532985 -1998-06-19,3.52,18.625,0.653848611111111,275.08,1598.86,0.9374544837371314 -1998-06-20,1.21,19.65,0.653848611111111,383.99,1622.1,0.882246425226053 -1998-06-21,0.0,18.75,0.6543310185185185,395.67,1520.28,0.8681737828604842 -1998-06-22,0.0,18.275,0.6543310185185185,368.82,1520.36,0.8530186295437175 -1998-06-23,0.0,20.384999999999998,0.653848611111111,367.19,1737.93,0.8313684105197653 -1998-06-24,0.0,21.405,0.653848611111111,386.74,1785.9,0.7826554177158728 -1998-06-25,0.0,19.83,0.653352662037037,471.03,1355.85,0.7458500453751541 -1998-06-26,6.76,21.085,0.653352662037037,309.03,1712.06,0.7306948920583874 -1998-06-27,1.6,18.03,0.6527943287037037,349.78,1479.31,0.720952293497609 -1998-06-28,0.0,14.015,0.6522856481481482,426.08,1101.78,0.6787343664009022 -1998-06-29,0.63,14.885,0.6520517361111111,501.73,879.67,0.651671592620962 -1998-06-30,15.22,18.55,0.6519921296296297,323.63,1432.82,0.6451765269137762 -1998-07-01,21.9,15.94,0.6518894675925926,261.1,1360.2,0.9450320603955146 -1998-07-02,6.13,14.245,0.6511538194444445,295.58,1241.4,1.0684383088320422 -1998-07-03,0.0,17.13,0.6503311342592593,514.94,1025.33,1.0933360607095872 -1998-07-04,6.5,18.605,0.6493528935185184,412.95,1346.85,1.1149862797335395 -1998-07-05,20.64,16.935000000000002,0.6482863425925927,263.13,1428.7,1.36396379850899 -1998-07-06,0.04,14.875,0.6480008101851852,476.93,1039.79,1.3964391270449183 -1998-07-07,0.0,18.135,0.647890162037037,459.09,1313.73,1.3964391270449183 -1998-07-08,0.0,18.09,0.64678125,473.61,1257.49,1.3531386889970138 -1998-07-09,3.81,19.17,0.645352199074074,327.36,1492.88,1.2881880319251573 -1998-07-10,23.15,17.835,0.6440515046296297,243.58,1572.74,1.3098382509491096 -1998-07-11,15.14,14.145,0.6438894675925926,283.92,1192.26,1.3747889080209663 -1998-07-12,7.87,15.98,0.6427809027777778,275.42,1353.89,1.4072642365568944 -1998-07-13,2.9,16.005000000000003,0.6407940972222222,423.19,1113.0,1.4072642365568944 -1998-07-14,0.17,20.634999999999998,0.6399997685185186,453.23,1540.6,1.3856140175329423 -1998-07-15,0.0,23.305,0.6395354166666667,420.08,1907.81,1.3423135794850378 -1998-07-16,7.49,24.34,0.6378482638888888,319.43,2018.21,1.2990131414371333 -1998-07-17,9.06,23.55,0.6360001157407408,301.77,1961.97,1.266537812901205 -1998-07-18,2.84,21.125,0.6355359953703703,315.01,1778.42,1.2557127033892288 -1998-07-19,0.0,17.855,0.6338483796296296,473.28,1230.61,1.2015871558293483 -1998-07-20,0.0,19.755,0.6319996527777777,418.15,1515.95,1.158286717781444 -1998-07-21,0.38,18.215,0.6315355324074073,456.79,1285.7,1.0933360607095872 -1998-07-22,0.0,20.535,0.6287943287037038,427.1,1550.97,1.032715447442521 -1998-07-23,0.0,17.71,0.628,476.39,1176.8,0.9807549217850358 -1998-07-24,0.0,17.03,0.6267813657407407,353.05,1389.4,0.9309594180299455 -1998-07-25,0.0,15.725000000000001,0.624052199074074,374.03,1261.02,0.8551836514461127 -1998-07-26,0.0,14.620000000000001,0.6238902777777778,445.12,1040.4,0.8075531695934178 -1998-07-27,0.0,15.254999999999999,0.6207944444444444,480.29,975.91,0.7696652863015014 -1998-07-28,6.53,18.115,0.6199998842592592,299.49,1384.35,0.7501800891799445 -1998-07-29,12.9,19.195,0.6183303240740741,239.68,1640.0,0.7631702205943158 -1998-07-30,1.75,17.740000000000002,0.615999537037037,336.87,1402.95,0.7436850234727588 -1998-07-31,0.4,16.445,0.6151532407407407,402.82,1250.5,0.7090446730344352 -1998-08-01,0.0,14.260000000000002,0.6120002314814815,460.76,946.37,0.6646617240353332 -1998-08-02,0.0,16.255,0.6115356481481482,454.05,1109.36,0.6365164393041954 -1998-08-03,0.16,17.79,0.6080510416666667,416.45,1312.21,0.6029585998170693 -1998-08-04,0.0,16.195,0.6078891203703704,471.56,1030.4,0.5780608479395244 -1998-08-05,0.0,17.01,0.6042853009259259,475.7,1060.61,0.5488330522571889 -1998-08-06,0.0,17.345,0.6039916666666666,464.88,1116.22,0.520687767526051 -1998-08-07,0.0,17.385,0.6002854166666667,477.23,1058.99,0.4947075046973083 -1998-08-08,0.0,19.58,0.5999998842592592,476.67,1187.06,0.47197477472215843 -1998-08-09,0.0,23.740000000000002,0.5962851851851851,393.05,1836.96,0.4589846433077871 -1998-08-10,2.54,24.45,0.5959997685185184,304.86,2105.54,0.44274697903982296 -1998-08-11,15.23,21.905,0.5920523148148148,209.75,1956.9,0.4449120009422182 -1998-08-12,13.26,14.28,0.591992824074074,223.71,1206.82,0.4665622199661704 -1998-08-13,0.0,11.935,0.5880002314814815,431.24,824.84,0.44707702284461337 -1998-08-14,0.0,14.695,0.5879922453703703,458.52,904.84,0.4340868914302421 -1998-08-15,0.0,17.255,0.5840005787037037,423.57,1168.19,0.4232617819182659 -1998-08-16,0.7,17.825,0.5835359953703704,315.56,1421.47,0.41027165050389464 -1998-08-17,1.74,15.14,0.5800003472222222,403.74,935.0,0.3961990081383257 -1998-08-18,4.74,16.235,0.5787818287037036,275.32,1211.07,0.4016115628943137 -1998-08-19,0.5,11.695,0.5760005787037037,364.55,896.24,0.37779632196796625 -1998-08-20,0.0,12.555,0.5738478009259259,422.77,843.48,0.35722861389521166 -1998-08-21,1.28,14.600000000000001,0.5719994212962963,348.98,1066.44,0.3453209934320379 -1998-08-22,0.0,13.225,0.5680513888888888,386.05,937.61,0.33341337296886425 -1998-08-23,0.0,13.965,0.5679997685185185,409.84,927.53,0.31934073060329526 -1998-08-24,3.67,16.51,0.5639996527777777,273.06,1267.64,0.3182582196520977 -1998-08-25,15.46,17.215,0.5639916666666667,198.38,1452.74,0.31717570870090006 -1998-08-26,16.19,17.115000000000002,0.56,136.56,1610.71,0.4784698404293441 -1998-08-27,4.52,18.055,0.558330324074074,205.05,1537.79,0.5271828332332367 -1998-08-28,1.96,16.375,0.5560002314814815,352.69,1196.91,0.5445030084523984 -1998-08-29,1.69,16.505000000000003,0.5520519675925926,303.39,1333.06,0.5087801470628772 -1998-08-30,2.0,17.44,0.5520004629629629,273.15,1464.41,0.4979550375509011 -1998-08-31,1.07,14.91,0.5479999999999999,359.83,1079.34,0.4752223075757513 -1998-09-01,0.87,14.765,0.5479921296296296,339.86,1128.08,0.4643971980637752 -1998-09-02,0.0,14.515,0.5439997685185185,297.45,1191.71,0.4535720885517991 -1998-09-03,6.65,16.255000000000003,0.540794212962963,201.69,1376.69,0.44707702284461337 -1998-09-04,7.24,16.525,0.54,207.82,1388.43,0.4459945118934157 -1998-09-05,0.0,14.225000000000001,0.5359994212962963,324.39,1133.62,0.4200142490646731 -1998-09-06,0.71,15.925,0.5359994212962963,311.78,1289.6,0.40485909574790657 -1998-09-07,0.0,14.25,0.5319998842592593,399.99,954.99,0.38970394243114004 -1998-09-08,11.2,12.864999999999998,0.5298482638888888,287.04,991.8,0.37346627816317585 -1998-09-09,18.44,11.41,0.5279998842592593,137.85,1133.58,0.45681962140539184 -1998-09-10,7.14,10.45,0.5240002314814816,111.65,1104.28,0.5607406727203627 -1998-09-11,0.64,9.825,0.5240002314814816,253.82,923.65,0.5856384245979076 -1998-09-12,3.96,10.790000000000001,0.520000462962963,179.57,1015.12,0.604041110768267 -1998-09-13,3.56,10.690000000000001,0.5183310185185186,274.65,917.44,0.609453665524255 -1998-09-14,0.0,11.725000000000001,0.5159998842592592,409.63,777.61,0.6072886436218599 -1998-09-15,5.62,12.68,0.511999537037037,313.81,906.41,0.6072886436218599 -1998-09-16,2.07,12.17,0.511999537037037,246.17,1058.28,0.5932160012562909 -1998-09-17,0.0,10.085,0.5079996527777778,324.36,862.32,0.5748133150859315 -1998-09-18,0.76,7.565,0.5067805555555556,385.2,603.44,0.5499155632083865 -1998-09-19,3.18,10.73,0.503999537037037,279.02,848.31,0.540172964647608 -1998-09-20,4.83,12.2,0.4999997685185186,226.32,1017.39,0.5282653441844343 -1998-09-21,6.75,13.639999999999999,0.4999997685185186,198.29,1195.61,0.5488330522571889 -1998-09-22,12.5,13.735,0.4959997685185185,221.72,1147.95,0.6592491692793452 -1998-09-23,0.0,7.164999999999999,0.49366840277777774,324.55,698.17,0.6181137531338359 -1998-09-24,0.0,6.23,0.4919994212962963,363.61,584.44,0.5910509793538956 -1998-09-25,0.0,9.63,0.48800034722222224,350.81,752.28,0.5672357384275483 -1998-09-26,0.0,12.084999999999999,0.48800034722222224,331.83,917.47,0.5412554755988056 -1998-09-27,8.18,14.075,0.4840002314814815,222.87,1129.94,0.5607406727203627 -1998-09-28,4.38,13.419999999999998,0.48167002314814816,182.59,1182.05,0.5694007603299435 -1998-09-29,3.44,9.265,0.4800005787037037,245.79,753.45,0.5574931398667697 -1998-09-30,5.2,9.7,0.4760001157407408,206.81,863.98,0.5434204975012007 -1998-10-01,13.99,10.715,0.4760001157407408,166.72,1001.76,0.5466680303547936 -1998-10-02,7.94,6.7,0.4719996527777777,238.52,693.3,0.5694007603299435 -1998-10-03,0.0,5.805,0.4701513888888889,225.28,715.86,0.5477505413059912 -1998-10-04,0.0,5.21,0.46799976851851854,273.53,624.1,0.5271828332332367 -1998-10-05,0.02,4.795,0.463999537037037,228.84,640.33,0.5044501032580868 -1998-10-06,0.0,2.4050000000000002,0.463999537037037,288.72,492.05,0.47955235138054175 -1998-10-07,0.27,1.9600000000000004,0.46,338.17,397.04,0.47413979662455363 -1998-10-08,7.76,5.8549999999999995,0.45920532407407405,231.04,585.64,0.4806348623317393 -1998-10-09,2.1,7.64,0.45599953703703705,255.99,708.63,0.4882124389901227 -1998-10-10,2.28,7.465,0.45200810185185186,214.23,750.94,0.47955235138054175 -1998-10-11,4.13,8.0,0.452,73.48,947.98,0.48279988423413456 -1998-10-12,1.43,8.365,0.4480001157407407,155.65,895.8,0.4914599718437154 -1998-10-13,0.0,7.43,0.4480001157407407,237.31,746.99,0.49687252659970355 -1998-10-14,0.0,5.4350000000000005,0.4440001157407408,194.37,702.43,0.4882124389901227 -1998-10-15,2.76,5.7,0.44166932870370373,75.2,809.34,0.4752223075757513 -1998-10-16,1.64,5.56,0.4400003472222222,100.9,802.16,0.4611496652101823 -1998-10-17,0.0,5.245,0.43611064814814815,257.83,600.72,0.4643971980637752 -1998-10-18,0.0,9.495000000000001,0.43600011574074077,275.55,767.64,0.46223217616137996 -1998-10-19,0.09,11.495000000000001,0.43200000000000005,224.81,997.14,0.44815953379581097 -1998-10-20,1.34,5.8149999999999995,0.43194837962962956,279.41,560.41,0.4384169352350325 -1998-10-21,0.7,3.5549999999999997,0.428,217.1,578.33,0.42650931477185877 -1998-10-22,0.73,2.5349999999999997,0.4261517361111111,160.64,596.11,0.41027165050389464 -1998-10-23,0.03,1.5999999999999999,0.42400011574074076,225.71,491.43,0.4059416066991042 -1998-10-24,0.18,4.89,0.42121863425925926,239.25,600.0,0.40485909574790657 -1998-10-25,1.0,4.7,0.41999976851851856,239.15,592.25,0.39403398623593044 -1998-10-26,0.0,-0.355,0.4164640046296296,244.61,397.77,0.3864564095775472 -1998-10-27,0.0,-0.1949999999999994,0.4159996527777778,277.36,320.02,0.37887883291916397 -1998-10-28,6.51,3.585,0.4121109953703704,205.03,504.61,0.38862143147994244 -1998-10-29,5.36,3.7950000000000004,0.41200046296296294,123.93,624.72,0.38970394243114004 -1998-10-30,6.81,3.3,0.4080084490740741,91.22,655.28,0.37563130006557105 -1998-10-31,8.3,4.215,0.40794895833333333,60.76,735.99,0.4579021323565895 -1998-11-01,0.0,3.275,0.40399999999999997,98.76,673.86,0.46764473091736797 -1998-11-02,5.58,1.605,0.4037145833333334,77.65,599.91,0.5044501032580868 -1998-11-03,1.36,2.19,0.40000023148148145,101.11,620.46,0.5282653441844343 -1998-11-04,0.31,1.455,0.39971435185185183,93.75,597.8,0.5380079427452128 -1998-11-05,0.0,1.13,0.3960082175925926,132.0,559.58,0.5412554755988056 -1998-11-06,0.0,1.6600000000000001,0.39571446759259266,156.59,560.0,0.545585519403596 -1998-11-07,0.0,1.0350000000000001,0.3921108796296296,119.87,560.0,0.5466680303547936 -1998-11-08,0.0,-2.15,0.3919487268518519,201.46,361.88,0.5488330522571889 -1998-11-09,0.0,-1.765,0.3884644675925926,170.55,422.24,0.5488330522571889 -1998-11-10,0.0,-2.04,0.38799999999999996,179.88,394.38,0.5466680303547936 -1998-11-11,11.56,0.375,0.3848466435185185,118.55,486.87,0.6105361764754527 -1998-11-12,4.95,2.41,0.3840003472222222,105.79,599.96,0.6614141911817405 -1998-11-13,1.91,-2.54,0.38166932870370374,217.72,356.29,0.6711567897425189 -1998-11-14,0.85,-6.06,0.3799997685185186,224.04,244.35,0.6776518554497045 -1998-11-15,4.75,-2.55,0.37920590277777777,144.91,369.86,0.7133747168392256 -1998-11-16,0.26,-3.72,0.37611087962962964,184.35,344.8,0.72961238110719 -1998-11-17,0.0,-6.74,0.3759486111111111,189.37,275.12,0.7317774030095852 -1998-11-18,0.0,-8.094999999999999,0.37321898148148147,208.62,225.59,0.7155397387416209 -1998-11-19,3.92,-7.085,0.3719998842592593,178.25,256.13,0.7047146292296448 -1998-11-20,6.77,-4.09,0.37120578703703705,124.48,343.9,0.7285298701559924 -1998-11-21,1.68,-0.47999999999999987,0.3684645833333333,102.6,518.34,0.7241998263512018 -1998-11-22,0.0,-2.51,0.3680003472222222,197.14,353.93,0.7133747168392256 -1998-11-23,0.0,0.3350000000000002,0.36615196759259255,176.77,464.11,0.7144572277904233 -1998-11-24,1.6,3.3,0.3644642361111111,124.32,639.83,0.7079621620832377 -1998-11-25,0.0,-2.4699999999999998,0.36400011574074076,187.37,359.75,0.7047146292296448 -1998-11-26,5.28,-5.0,0.3621513888888889,181.96,280.08,0.7057971401808425 -1998-11-27,15.79,-1.31,0.3604638888888889,81.76,480.0,0.7382724687167708 -1998-11-28,0.0,-2.14,0.3599998842592593,82.81,464.07,0.7501800891799445 -1998-11-29,0.0,-5.324999999999999,0.35920578703703704,160.63,312.42,0.7404374906191661 -1998-11-30,6.89,-5.37,0.3572189814814815,156.87,238.16,0.7436850234727588 -1998-12-01,4.77,0.815,0.35611041666666665,139.03,447.8,0.7859029505694657 -1998-12-02,1.46,0.8699999999999999,0.3559483796296296,134.51,521.57,0.7978105710326394 -1998-12-03,0.07,-4.6,0.3546476851851852,169.34,320.0,0.8021406148374299 -1998-12-04,1.71,-4.12,0.35321898148148145,178.12,294.02,0.8010581038862323 -1998-12-05,1.0,-3.825,0.35211030092592593,154.15,320.39,0.793480527227849 -1998-12-06,8.44,-4.285,0.35199988425925927,123.21,318.89,0.7999755929350345 -1998-12-07,4.11,-0.20000000000000018,0.35171423611111113,135.77,394.31,0.8302858995685677 -1998-12-08,2.01,-4.535,0.3506474537037037,191.97,243.52,0.8605962062021009 -1998-12-09,0.21,-5.59,0.34966921296296294,143.85,295.5,0.8844114471284483 -1998-12-10,0.0,-6.385,0.3488465277777778,161.17,275.09,0.8692562938116817 -1998-12-11,0.0,-7.7299999999999995,0.3481105324074074,159.06,240.44,0.8638437390556937 -1998-12-12,0.0,-8.18,0.3480079861111111,192.27,175.28,0.8551836514461127 -1998-12-13,0.0,-2.55,0.34794849537037037,162.37,341.27,0.8627612281044962 -1998-12-14,0.13,-4.865,0.34771435185185184,168.9,276.79,0.8367809652757534 -1998-12-15,0.0,-6.445,0.3472057870370371,183.26,213.85,0.8292033886173701 -1998-12-16,0.0,-0.3400000000000001,0.3466476851851852,99.11,482.55,0.8205433010077893 -1998-12-17,5.61,-4.355,0.3466476851851852,92.95,350.14,0.8108007024470107 -1998-12-18,4.37,-7.470000000000001,0.3461518518518519,64.96,294.17,0.8118832133982083 -1998-12-19,0.49,-12.125,0.3461518518518519,174.08,159.86,0.7945630381790466 -1998-12-20,1.34,-10.485,0.3456693287037037,168.37,172.64,0.7794078848622801 -1998-12-21,4.24,-9.27,0.3456693287037037,165.4,160.0,0.7599226877407229 -1998-12-22,10.03,-4.254999999999999,0.3461518518518519,144.45,233.63,0.7772428629598849 -1998-12-23,0.0,-13.32,0.3461518518518519,188.6,120.0,0.7859029505694657 -1998-12-24,0.01,-15.55,0.3461518518518519,169.59,120.0,0.768582775350304 -1998-12-25,0.0,-13.834999999999999,0.3466476851851852,175.9,123.15,0.7469325563263517 -1998-12-26,0.0,-12.245,0.3472057870370371,172.97,144.97,0.7361074468143756 -1998-12-27,0.0,-8.5,0.34771435185185184,156.63,205.77,0.7252823373023994 -1998-12-28,0.0,-7.52,0.34794849537037037,166.85,214.57,0.7252823373023994 -1998-12-29,1.65,-9.535,0.34800000000000003,168.33,160.0,0.7144572277904233 -1998-12-30,7.03,-10.385,0.3480079861111111,127.5,168.77,0.6928070087664712 -1998-12-31,2.08,-20.055,0.3484641203703704,160.9,79.92,0.6711567897425189 -1999-01-01,0.0,-25.41,0.34921886574074074,146.37,40.0,0.6711567897425189 -1999-01-02,0.0,-23.08,0.35015162037037034,152.26,40.0,0.6603316802305428 -1999-01-03,13.86,-17.2,0.35120578703703703,132.85,80.0,0.6440940159625786 -1999-01-04,14.79,-8.545,0.3519482638888889,101.45,200.2,0.6386814612065905 -1999-01-05,0.0,-14.834999999999999,0.35200787037037035,165.27,119.8,0.6354339283529977 -1999-01-06,0.71,-20.59,0.35284641203703704,189.29,40.0,0.6300213735970097 -1999-01-07,0.0,-15.56,0.3541518518518519,191.17,83.11,0.6278563516946144 -1999-01-08,0.0,-19.165,0.35571446759259256,209.32,40.0,0.6256913297922193 -1999-01-09,14.1,-11.32,0.35600000000000004,77.65,189.96,0.6224437969386264 -1999-01-10,8.53,-13.32,0.3564643518518519,100.85,160.0,0.6148662202802432 -1999-01-11,0.0,-17.655,0.35815185185185183,194.33,80.0,0.6105361764754527 -1999-01-12,2.78,-19.105,0.3599482638888889,157.69,80.0,0.6062061326706623 -1999-01-13,3.87,-20.14,0.36000787037037035,113.02,80.0,0.5997110669634765 -1999-01-14,2.09,-25.369999999999997,0.36121863425925926,172.15,40.0,0.5964635341098837 -1999-01-15,17.45,-17.68,0.3637142361111111,179.6,53.14,0.5942985122074885 -1999-01-16,13.86,-7.08,0.36400011574074076,154.7,195.1,0.5921334903050932 -1999-01-17,0.05,-4.57,0.36521898148148146,163.48,285.92,0.5888859574515005 -1999-01-18,4.4,-5.029999999999999,0.36771435185185186,163.83,215.4,0.58455591364671 -1999-01-19,9.06,0.029999999999999805,0.3680083333333333,107.43,438.54,0.5813083807931171 -1999-01-20,0.0,-2.245,0.3696696759259259,122.26,394.02,0.6170312421826384 -1999-01-21,0.0,-9.355,0.3719483796296296,187.81,186.47,0.5997110669634765 -1999-01-22,0.0,-13.535,0.37211041666666667,233.94,108.33,0.5921334903050932 -1999-01-23,5.18,-10.129999999999999,0.3746479166666667,165.68,154.2,0.6278563516946144 -1999-01-24,4.68,-0.18000000000000016,0.3760002314814815,146.39,374.56,0.681981899254495 -1999-01-25,0.07,-3.2150000000000003,0.3772188657407407,223.55,269.62,0.7090446730344352 -1999-01-26,0.0,-13.43,0.3799997685185186,233.63,120.0,0.7144572277904233 -1999-01-27,0.0,-12.965,0.3804640046296296,212.12,128.4,0.7090446730344352 -1999-01-28,0.0,-18.185000000000002,0.383714699074074,248.58,79.98,0.681981899254495 -1999-01-29,0.0,-20.52,0.38400833333333334,247.12,54.98,0.6603316802305428 -1999-01-30,0.0,-19.135,0.3866476851851852,252.21,80.0,0.6495065707185667 -1999-01-31,0.0,-18.025,0.38799999999999996,264.23,80.0,0.6386814612065905 -1999-02-01,0.0,-11.785,0.3901519675925926,261.71,122.22,0.6278563516946144 -1999-02-02,2.19,-9.865,0.39200034722222227,265.58,121.0,0.6386814612065905 -1999-02-03,12.16,-6.21,0.3936696759259259,176.71,224.63,0.6495065707185667 -1999-02-04,0.0,-4.085,0.39600023148148145,234.77,273.61,0.681981899254495 -1999-02-05,0.0,-4.385,0.3972188657407407,236.51,270.59,0.7036321182784472 -1999-02-06,0.0,-10.864999999999998,0.40000023148148145,291.13,124.04,0.7036321182784472 -1999-02-07,0.0,-11.78,0.4012189814814815,231.86,157.9,0.6928070087664712 -1999-02-08,0.0,-12.5,0.40399999999999997,267.97,129.86,0.6765693444985069 -1999-02-09,0.0,-14.145,0.40521898148148144,310.67,80.37,0.6549191254745548 -1999-02-10,1.39,-8.934999999999999,0.4080003472222223,247.01,183.66,0.6386814612065905 -1999-02-11,0.0,-9.525,0.40966990740740744,271.13,169.73,0.6224437969386264 -1999-02-12,3.69,-5.36,0.41200046296296294,174.58,273.27,0.6170312421826384 -1999-02-13,1.06,-0.74,0.41464768518518513,185.41,426.57,0.6224437969386264 -1999-02-14,0.0,-9.33,0.4159996527777778,290.94,168.55,0.6278563516946144 -1999-02-15,0.0,-15.139999999999999,0.419205324074074,336.39,80.19,0.6224437969386264 -1999-02-16,0.0,-11.42,0.41999976851851856,348.99,120.0,0.6170312421826384 -1999-02-17,0.42,-8.200000000000001,0.42400011574074076,287.68,196.08,0.6062061326706623 -1999-02-18,9.62,-7.79,0.42400011574074076,137.35,254.79,0.5953810231586861 -1999-02-19,0.4,-7.13,0.428,201.75,259.83,0.58455591364671 -1999-02-20,0.0,-9.02,0.42846388888888887,285.99,185.0,0.5737308041347339 -1999-02-21,0.0,-11.22,0.43200000000000005,312.9,160.0,0.5683182493787459 -1999-02-22,0.0,-19.6,0.4336695601851852,365.87,47.53,0.5412554755988056 -1999-02-23,0.0,-19.38,0.43600011574074077,326.82,80.0,0.5196052565748533 -1999-02-24,0.0,-15.105,0.4399488425925926,386.59,80.0,0.5087801470628772 -1999-02-25,0.63,-11.385000000000002,0.4400003472222222,395.55,80.23,0.4979550375509011 -1999-02-26,4.13,-6.85,0.4440001157407408,241.37,213.55,0.4925424827949131 -1999-02-27,0.86,-5.364999999999999,0.4440081018518519,289.91,261.39,0.487129928038925 -1999-02-28,0.0,-7.375000000000001,0.4480001157407407,417.89,137.67,0.487129928038925 -1999-03-01,8.12,-1.06,0.4501516203703704,270.26,310.15,0.4979550375509011 -1999-03-02,4.15,2.5500000000000003,0.452,132.57,584.27,0.5304303660868295 -1999-03-03,3.29,-1.5299999999999998,0.45599953703703705,247.19,341.22,0.5520805851107816 -1999-03-04,6.75,1.4749999999999999,0.45599953703703705,221.77,456.1,0.6062061326706623 -1999-03-05,0.04,-2.7500000000000004,0.46,374.24,283.83,0.6711567897425189 -1999-03-06,0.0,-12.780000000000001,0.4604638888888889,358.86,129.7,0.7577576658383279 -1999-03-07,4.57,-13.17,0.463999537037037,155.92,160.05,0.8660087609580888 -1999-03-08,0.46,-13.31,0.46799976851851854,210.61,164.15,0.9850849655898262 -1999-03-09,0.0,-11.53,0.46799976851851854,267.5,183.95,1.0283854036377307 -1999-03-10,6.07,-8.585,0.4719996527777777,259.08,214.19,1.0392105131497067 -1999-03-11,9.87,-3.375,0.4719996527777777,274.13,304.68,1.0175602941257544 -1999-03-12,1.31,1.29,0.4760001157407408,180.99,548.96,0.9959100751018022 -1999-03-13,2.67,0.5950000000000002,0.4800005787037037,226.88,491.59,0.9634347465658739 -1999-03-14,0.0,-1.6500000000000004,0.4800005787037037,229.66,435.51,0.97425985607785 -1999-03-15,10.63,-1.67,0.4840002314814815,157.2,439.36,0.9894150093946166 -1999-03-16,9.66,-3.32,0.4840002314814815,120.44,422.11,1.0359629802961139 -1999-03-17,0.0,-2.755,0.48800034722222224,303.76,372.01,1.057613199320066 -1999-03-18,2.18,-3.635,0.4919994212962963,433.97,280.15,1.0651907759784494 -1999-03-19,8.32,-2.27,0.4919994212962963,240.22,386.57,1.0781809073928208 -1999-03-20,0.0,-1.6,0.4959997685185185,261.64,436.43,1.0825109511976112 -1999-03-21,0.0,-1.9100000000000001,0.4959997685185185,445.05,337.87,1.0825109511976112 -1999-03-22,4.2,1.1149999999999998,0.4999997685185186,361.96,441.45,1.0933360607095872 -1999-03-23,6.42,1.09,0.503999537037037,252.69,510.12,1.179936936805396 -1999-03-24,0.0,0.04499999999999993,0.503999537037037,462.25,400.0,1.179936936805396 -1999-03-25,0.0,0.34499999999999975,0.5079996527777778,445.61,427.32,1.2015871558293483 -1999-03-26,0.0,-1.71,0.5079996527777778,409.44,377.93,1.2232373748533005 -1999-03-27,0.0,1.6599999999999997,0.511999537037037,524.46,418.35,1.2448875938772528 -1999-03-28,0.0,4.9750000000000005,0.5159998842592592,572.52,413.71,1.3206633604610856 -1999-03-29,0.01,5.82,0.5159998842592592,529.28,549.84,1.461389784116775 -1999-03-30,0.0,3.7849999999999997,0.520000462962963,411.01,593.34,1.6670668648443212 -1999-03-31,0.0,0.5249999999999997,0.520000462962963,421.11,464.01,1.851093726547915 -1999-04-01,0.0,-0.48,0.5240002314814816,482.23,403.73,1.9918201502036044 -1999-04-02,0.0,-0.9499999999999997,0.5279998842592593,496.53,374.94,2.110896354835342 -1999-04-03,2.38,-3.0450000000000004,0.5279998842592593,478.67,319.27,2.219147449955103 -1999-04-04,11.46,-1.85,0.5319998842592593,293.19,401.44,2.33822365458684 -1999-04-05,0.0,-1.97,0.5319998842592593,441.07,384.35,2.359873873610792 -1999-04-06,0.0,1.5499999999999998,0.5359994212962963,582.38,393.12,2.4031743116586965 -1999-04-07,0.88,3.365,0.5395353009259259,512.23,495.41,2.522250516290434 -1999-04-08,3.56,2.475,0.54,292.25,560.63,2.72792759701798 -1999-04-09,2.04,2.935,0.5439997685185185,321.15,599.94,2.9444297872575023 -1999-04-10,0.0,1.39,0.5439997685185185,457.5,491.35,3.1284566489610963 -1999-04-11,0.0,0.845,0.5479999999999999,457.68,466.08,3.31248351066469 -1999-04-12,0.0,0.8000000000000003,0.5498481481481481,499.6,440.0,3.5398108104161885 -1999-04-13,0.57,0.7949999999999999,0.5520004629629629,382.79,495.17,3.691362343583854 -1999-04-14,2.67,0.32499999999999996,0.5559922453703704,251.1,519.91,3.788788329191639 -1999-04-15,1.74,1.27,0.5560002314814815,309.65,556.18,3.8645640957754717 -1999-04-16,0.21,3.285,0.56,414.04,592.06,3.9728151908952327 -1999-04-17,0.0,5.015,0.5600517361111111,599.78,477.08,4.167667162110803 -1999-04-18,0.0,6.105,0.5639996527777777,539.38,601.55,4.514070666494038 -1999-04-19,0.0,5.07,0.5663305555555556,456.63,633.89,4.827998842341346 -1999-04-20,0.66,4.33,0.5679997685185185,472.42,592.15,5.293478551356318 -1999-04-21,0.0,4.3149999999999995,0.5715351851851852,612.28,423.36,5.748133150859315 -1999-04-22,0.0,4.864999999999999,0.5719994212962963,618.06,424.12,6.137837093290456 -1999-04-23,0.0,4.0,0.5760005787037037,588.86,448.32,6.451765269137763 -1999-04-24,0.0,1.2550000000000001,0.5760005787037037,438.44,495.29,6.5708414737695 -1999-04-25,0.0,2.28,0.5800003472222222,455.24,521.79,6.538366145233571 -1999-04-26,2.49,5.795,0.5807946759259259,415.7,645.96,6.505890816697644 -1999-04-27,1.18,5.14,0.5840005787037037,433.16,645.28,6.473415488161715 -1999-04-28,0.0,4.56,0.5853530092592593,610.68,444.24,6.451765269137763 -1999-04-29,0.0,6.735,0.5880002314814815,580.09,548.6,6.419289940601834 -1999-04-30,0.0,6.404999999999999,0.5903311342592593,646.91,407.81,6.419289940601834 -1999-05-01,0.0,8.420000000000002,0.5920008101851852,663.08,385.03,6.397639721577882 -1999-05-02,0.0,10.645,0.5943310185185184,660.82,434.45,6.354339283529978 -1999-05-03,0.0,13.295,0.5959997685185184,661.58,473.21,6.267738407434169 -1999-05-04,0.0,15.305,0.5987809027777777,660.68,501.66,6.127011983778479 -1999-05-05,0.0,16.66,0.5999998842592592,646.12,575.5,5.8996846840269805 -1999-05-06,0.0,17.185,0.6027810185185185,619.72,689.88,5.5749313986676965 -1999-05-07,0.0,17.365000000000002,0.6039996527777778,584.11,802.11,5.239353003796438 -1999-05-08,0.0,16.845,0.6063304398148148,542.75,882.13,4.87129928038925 -1999-05-09,5.64,16.705,0.6079995370370371,297.46,1352.26,4.535720885517991 -1999-05-10,12.19,10.25,0.6098476851851852,327.56,864.45,4.546545995029967 -1999-05-11,0.0,3.8600000000000003,0.6120002314814815,365.2,594.21,4.319218695278469 -1999-05-12,0.0,3.58,0.6133524305555556,478.11,499.68,4.059416066991042 -1999-05-13,0.0,4.205,0.6159914351851852,414.9,585.3,3.810438548215591 -1999-05-14,0.0,6.03,0.6162851851851852,479.18,568.91,3.583111248464093 -1999-05-15,0.0,8.765,0.6195356481481481,597.83,465.17,3.3557839487125944 -1999-05-16,0.0,13.055,0.6199998842592592,631.9,482.44,3.1284566489610963 -1999-05-17,0.0,16.105,0.6227818287037037,596.98,671.6,2.92277956823355 -1999-05-18,0.0,17.305,0.6240006944444445,549.98,845.23,2.72792759701798 -1999-05-19,0.0,17.744999999999997,0.6253526620370371,498.27,997.13,2.5114254067784576 -1999-05-20,5.91,15.2,0.6278895833333333,299.97,1177.31,2.316573435562888 -1999-05-21,0.0,9.24,0.6280518518518519,459.97,670.78,2.121721464347318 -1999-05-22,0.0,11.15,0.6303303240740741,552.46,572.37,1.9593448216676759 -1999-05-23,1.46,13.655000000000001,0.6319916666666667,490.13,750.14,1.8186183980119868 -1999-05-24,5.11,14.64,0.6322856481481481,284.23,1170.78,1.6995421933802495 -1999-05-25,15.59,12.795000000000002,0.6347809027777778,247.42,1097.71,1.7969681789880345 -1999-05-26,11.71,11.325,0.6360001157407408,259.36,962.14,1.9160443836197718 -1999-05-27,6.01,9.655000000000001,0.6362856481481481,297.93,800.08,1.9052192741077956 -1999-05-28,0.0,11.535,0.6387810185185185,484.94,756.27,1.8402686170359388 -1999-05-29,0.0,14.125,0.6399917824074074,508.73,811.33,1.764492850452106 -1999-05-30,0.0,17.895,0.6400512731481481,531.44,911.91,1.7103673028922255 -1999-05-31,0.0,19.855,0.6418483796296296,514.03,1035.38,1.6237664267964167 -1999-06-01,2.35,21.78,0.6435354166666667,424.26,1403.55,1.537165550700608 -1999-06-02,6.44,18.015,0.6439998842592592,291.23,1380.39,1.4397395650928229 -1999-06-03,2.88,14.059999999999999,0.6442856481481481,248.68,1212.94,1.3964391270449183 -1999-06-04,1.47,13.565000000000001,0.6458482638888889,382.78,983.32,1.2881880319251573 -1999-06-05,0.0,12.985,0.6471538194444444,507.89,717.41,1.2340624843652768 -1999-06-06,1.42,15.375,0.6479927083333333,388.02,1099.07,1.179936936805396 -1999-06-07,5.08,17.939999999999998,0.6480521990740741,279.31,1464.18,1.1258113892455155 -1999-06-08,6.81,17.8,0.6487947916666666,262.93,1438.34,1.0933360607095872 -1999-06-09,11.01,12.93,0.6498487268518519,336.32,949.24,1.1041611702215632 -1999-06-10,0.0,13.684999999999999,0.6507814814814814,492.25,760.08,1.0511181336128805 -1999-06-11,0.0,17.32,0.6515357638888889,483.78,945.98,0.9969925860529997 -1999-06-12,0.0,20.92,0.6519921296296297,449.2,1272.28,0.9482795932491073 -1999-06-13,0.0,22.4,0.6520001157407407,463.71,1299.45,0.8995666004452149 -1999-06-14,0.0,22.759999999999998,0.6520517361111111,390.76,1613.13,0.8584311842997057 -1999-06-15,4.19,18.66,0.6522856481481482,276.51,1479.53,0.8118832133982083 -1999-06-16,0.0,10.75,0.6527943287037037,471.47,656.25,0.7382724687167708 -1999-06-17,0.0,11.66,0.653352662037037,452.79,732.29,0.6960545416200639 -1999-06-18,6.76,13.63,0.653848611111111,285.98,1080.55,0.6657442349865309 -1999-06-19,0.14,12.8,0.653848611111111,455.12,768.92,0.6538366145233572 -1999-06-20,0.0,14.955,0.653848611111111,501.82,731.29,0.6202787750362311 -1999-06-21,0.0,16.825,0.6543310185185185,500.22,801.59,0.589968468402698 -1999-06-22,0.0,18.825,0.6543310185185185,484.98,924.9,0.5607406727203627 -1999-06-23,1.58,19.875,0.653848611111111,459.38,1053.12,0.5390904536964104 -1999-06-24,3.19,21.189999999999998,0.653848611111111,320.69,1522.76,0.540172964647608 -1999-06-25,3.04,19.845,0.653352662037037,375.44,1262.79,0.5358429208428175 -1999-06-26,6.01,20.295,0.653352662037037,283.35,1552.27,0.5564106289155721 -1999-06-27,0.0,20.31,0.6527943287037037,415.38,1299.01,0.5347604098916199 -1999-06-28,14.26,21.7,0.6522856481481482,267.04,1762.75,0.5412554755988056 -1999-06-29,14.89,19.305,0.6520517361111111,192.81,1745.24,0.5878034465003028 -1999-06-30,9.59,18.24,0.6519921296296297,268.9,1508.72,0.7415200015703636 -1999-07-01,0.0,17.755,0.6518894675925926,435.28,1192.98,0.6440940159625786 -1999-07-02,6.21,20.65,0.6511538194444445,265.02,1703.84,0.6343514174018001 -1999-07-03,2.42,19.77,0.6503311342592593,334.88,1552.03,0.6072886436218599 -1999-07-04,3.65,20.22,0.6493528935185184,277.4,1649.31,0.5834734026955124 -1999-07-05,0.0,19.51,0.6482863425925927,300.18,1703.03,0.5509980741595841 -1999-07-06,0.0,14.785,0.6480008101851852,448.15,974.98,0.5282653441844343 -1999-07-07,4.83,16.28,0.647890162037037,280.22,1278.59,0.5120276799164701 -1999-07-08,4.21,15.345,0.64678125,295.72,1172.4,0.46980975281976317 -1999-07-09,0.0,14.625,0.645352199074074,390.09,1105.1,0.44924204474700863 -1999-07-10,9.88,14.305,0.6440515046296297,220.38,1250.72,0.4330043804790444 -1999-07-11,11.08,12.89,0.6438894675925926,158.4,1248.19,0.46223217616137996 -1999-07-12,2.64,15.08,0.6427809027777778,401.85,1003.33,0.4579021323565895 -1999-07-13,0.0,17.8,0.6407940972222222,469.11,1154.85,0.44815953379581097 -1999-07-14,0.0,17.990000000000002,0.6399997685185186,473.37,1143.57,0.48496490613652976 -1999-07-15,0.99,19.9,0.6395354166666667,437.87,1324.11,0.4579021323565895 -1999-07-16,2.6,20.310000000000002,0.6378482638888888,370.33,1434.65,0.4384169352350325 -1999-07-17,0.0,24.16,0.6360001157407408,381.93,2015.67,0.4221792709670683 -1999-07-18,4.03,23.325,0.6355359953703703,286.77,1929.47,0.41784922716227785 -1999-07-19,1.63,19.78,0.6338483796296296,349.58,1604.3,0.41351918335748744 -1999-07-20,0.0,15.275,0.6319996527777777,454.61,1043.19,0.38753892052874483 -1999-07-21,0.02,14.24,0.6315355324074073,487.68,890.74,0.3658887015047926 -1999-07-22,5.68,18.89,0.6287943287037038,341.31,1323.13,0.3518160591392236 -1999-07-23,0.0,20.200000000000003,0.628,404.25,1564.96,0.33341337296886425 -1999-07-24,0.0,18.955,0.6267813657407407,456.64,1283.48,0.31609319774970246 -1999-07-25,3.66,19.685,0.624052199074074,275.83,1613.48,0.31284566489610965 -1999-07-26,16.28,19.555,0.6238902777777778,219.24,1745.62,0.6137837093290455 -1999-07-27,6.76,19.355,0.6207944444444444,262.22,1623.73,0.7848204396182681 -1999-07-28,3.48,19.685000000000002,0.6199998842592592,299.45,1540.66,0.754510132984735 -1999-07-29,5.7,19.035,0.6183303240740741,315.2,1414.29,0.8032231257886274 -1999-07-30,0.45,20.93,0.615999537037037,418.29,1589.6,0.8151307462518013 -1999-07-31,0.0,23.115000000000002,0.6151532407407407,392.77,1875.35,0.804305636739825 -1999-08-01,5.44,23.245,0.6120002314814815,274.02,1969.75,0.7631702205943158 -1999-08-02,0.0,17.515,0.6115356481481482,422.96,1284.36,0.7025496073272497 -1999-08-03,0.09,14.39,0.6080510416666667,420.99,1053.22,0.65708414737695 -1999-08-04,8.68,14.489999999999998,0.6078891203703704,329.02,1020.66,0.6170312421826384 -1999-08-05,13.03,15.82,0.6042853009259259,261.44,1286.58,0.6127011983778479 -1999-08-06,15.38,16.055,0.6039916666666666,262.69,1301.98,0.6863119430592853 -1999-08-07,2.85,15.740000000000002,0.6002854166666667,274.59,1290.15,0.6267738407434169 -1999-08-08,7.88,13.945,0.5999998842592592,268.28,1152.72,0.5802258698419196 -1999-08-09,3.81,12.18,0.5962851851851851,162.5,1180.79,0.5358429208428175 -1999-08-10,0.1,11.89,0.5959997685185184,356.53,966.26,0.4979550375509011 -1999-08-11,0.0,12.985000000000001,0.5920523148148148,443.7,914.21,0.46547970901497276 -1999-08-12,6.92,15.995,0.591992824074074,271.85,1272.68,0.44924204474700863 -1999-08-13,9.6,17.2,0.5880002314814815,289.67,1322.28,0.43516940238143964 -1999-08-14,21.36,17.939999999999998,0.5879922453703703,265.99,1438.09,0.4979550375509011 -1999-08-15,0.0,15.545000000000002,0.5840005787037037,426.15,1113.81,0.487129928038925 -1999-08-16,0.0,15.045,0.5835359953703704,458.78,969.59,0.46547970901497276 -1999-08-17,0.9,16.895,0.5800003472222222,382.47,1233.54,0.4535720885517991 -1999-08-18,3.19,16.825000000000003,0.5787818287037036,221.48,1443.21,0.43733442428383484 -1999-08-19,0.02,13.45,0.5760005787037037,429.57,932.32,0.4221792709670683 -1999-08-20,0.0,15.165,0.5738478009259259,455.85,964.86,0.41027165050389464 -1999-08-21,0.0,15.219999999999999,0.5719994212962963,431.75,1044.45,0.40269407384551137 -1999-08-22,0.0,15.89,0.5680513888888888,375.8,1225.06,0.38862143147994244 -1999-08-23,0.0,17.505,0.5679997685185185,430.51,1200.95,0.3745487891143735 -1999-08-24,0.0,19.53,0.5639996527777777,427.95,1335.53,0.35831112484640926 -1999-08-25,0.0,19.945,0.5639916666666667,429.28,1338.05,0.34315597152964267 -1999-08-26,0.0,20.855,0.56,415.16,1439.38,0.3301658401152714 -1999-08-27,0.0,22.035,0.558330324074074,380.5,1671.17,0.31717570870090006 -1999-08-28,0.45,20.945,0.5560002314814815,365.46,1604.91,0.3074331101401216 -1999-08-29,0.0,17.6,0.5520519675925926,390.19,1260.33,0.28578289111616934 -1999-08-30,0.0,13.035,0.5520004629629629,354.32,1000.45,0.2619676501898219 -1999-08-31,0.0,12.14,0.5479999999999999,434.33,780.85,0.24681249687305531 -1999-09-01,0.0,15.540000000000001,0.5479921296296296,454.78,836.57,0.23706989831227682 -1999-09-02,0.0,17.805,0.5439997685185185,444.45,980.58,0.22949232165389355 -1999-09-03,0.0,21.485,0.540794212962963,408.27,1393.34,0.22083223404431265 -1999-09-04,0.0,21.33,0.54,398.99,1401.36,0.214337168337127 -1999-09-05,0.0,23.01,0.5359994212962963,353.14,1739.02,0.20892461358113892 -1999-09-06,0.0,22.785,0.5359994212962963,328.24,1784.08,0.20242954787395329 -1999-09-07,1.82,22.060000000000002,0.5319998842592593,257.11,1879.37,0.19809950406916285 -1999-09-08,15.88,22.325,0.5298482638888888,141.75,2149.22,0.20134703692275568 -1999-09-09,19.27,20.75,0.5279998842592593,153.29,1906.41,0.27495778160419326 -1999-09-10,19.52,21.049999999999997,0.5240002314814816,180.02,1849.19,0.3215057525056905 -1999-09-11,49.75,19.48,0.5240002314814816,166.81,1728.27,0.7231173154000042 -1999-09-12,0.0,14.82,0.520000462962963,331.94,1080.12,0.6808993883032974 -1999-09-13,0.0,14.03,0.5183310185185186,375.04,908.25,0.6960545416200639 -1999-09-14,0.0,15.335,0.5159998842592592,349.55,1049.6,0.726364848253597 -1999-09-15,2.64,16.495,0.511999537037037,265.17,1285.56,0.7350249358631779 -1999-09-16,10.54,15.94,0.511999537037037,193.45,1305.51,0.7317774030095852 -1999-09-17,38.33,12.605,0.5079996527777778,117.64,1218.03,0.9764248779802454 -1999-09-18,14.54,10.44,0.5067805555555556,127.62,1033.23,1.5588157697245602 -1999-09-19,0.0,8.925,0.503999537037037,378.12,613.97,1.7753179599640823 -1999-09-20,0.0,11.495,0.4999997685185186,365.49,757.21,1.9160443836197718 -1999-09-21,7.96,12.774999999999999,0.4999997685185186,195.46,1046.69,1.9918201502036044 -1999-09-22,13.35,11.989999999999998,0.4959997685185185,114.1,1176.05,2.14337168337127 -1999-09-23,6.01,11.325,0.49366840277777774,113.87,1127.64,2.2624478880030074 -1999-09-24,3.34,13.24,0.4919994212962963,194.32,1098.68,2.327398545074864 -1999-09-25,6.22,12.425,0.48800034722222224,200.54,1020.54,2.457299859218577 -1999-09-26,0.0,9.74,0.48800034722222224,341.8,719.53,2.424824530682649 -1999-09-27,0.0,10.385,0.4840002314814815,361.45,677.21,2.359873873610792 -1999-09-28,0.0,12.23,0.48167002314814816,360.89,745.93,2.2624478880030074 -1999-09-29,0.0,13.485000000000001,0.4800005787037037,334.12,895.77,2.1866721214191744 -1999-09-30,0.01,14.125,0.4760001157407408,231.67,1193.98,2.110896354835342 -1999-10-01,8.54,10.19,0.4760001157407408,230.32,788.49,2.0784210262994134 -1999-10-02,2.87,8.475,0.4719996527777777,246.56,679.77,1.9701699311796523 -1999-10-03,1.04,8.790000000000001,0.4701513888888889,271.34,770.99,1.8727439455718675 -1999-10-04,0.88,5.23,0.46799976851851854,274.61,598.31,1.742842631428154 -1999-10-05,0.0,1.8450000000000002,0.463999537037037,311.75,439.41,1.6237664267964167 -1999-10-06,1.2,2.36,0.463999537037037,264.05,461.55,1.537165550700608 -1999-10-07,0.0,2.67,0.46,240.83,534.77,1.3964391270449183 -1999-10-08,0.0,0.94,0.45920532407407405,271.84,438.6,1.3206633604610856 -1999-10-09,4.19,5.090000000000001,0.45599953703703705,197.88,590.24,1.2557127033892288 -1999-10-10,5.88,7.655,0.45200810185185186,223.12,626.49,1.2124122653413245 -1999-10-11,7.52,8.370000000000001,0.452,204.43,709.01,1.1907620463173723 -1999-10-12,0.0,4.79,0.4480001157407407,257.46,569.15,1.1366364987574917 -1999-10-13,1.18,4.319999999999999,0.4480001157407407,248.67,542.12,1.0933360607095872 -1999-10-14,16.6,5.779999999999999,0.4440001157407408,192.41,601.2,1.1149862797335395 -1999-10-15,12.74,2.38,0.44166932870370373,159.11,529.38,1.16911182729342 -1999-10-16,4.19,3.59,0.4400003472222222,161.98,585.15,1.16911182729342 -1999-10-17,2.76,7.745,0.43611064814814815,193.44,736.11,1.1907620463173723 -1999-10-18,6.1,5.095000000000001,0.43600011574074077,164.03,617.33,1.2124122653413245 -1999-10-19,1.65,0.28,0.43200000000000005,161.0,480.76,1.2232373748533005 -1999-10-20,0.56,1.39,0.43194837962962956,213.21,475.51,1.2232373748533005 -1999-10-21,1.27,3.2900000000000005,0.428,228.44,527.71,1.2124122653413245 -1999-10-22,0.0,2.835,0.4261517361111111,237.0,491.18,1.2015871558293483 -1999-10-23,16.44,4.7,0.42400011574074076,145.25,618.08,1.2881880319251573 -1999-10-24,19.51,4.37,0.42121863425925926,131.7,624.33,1.6129413172844407 -1999-10-25,0.42,0.855,0.41999976851851856,181.53,472.7,1.6670668648443212 -1999-10-26,0.0,0.21999999999999975,0.4164640046296296,213.21,434.87,1.7211924124042017 -1999-10-27,0.0,1.1849999999999998,0.4159996527777778,209.86,460.17,1.742842631428154 -1999-10-28,0.0,-2.0599999999999996,0.4121109953703704,246.45,310.41,1.75366774094013 -1999-10-29,0.0,-0.5549999999999997,0.41200046296296294,235.86,361.23,1.7211924124042017 -1999-10-30,0.0,1.795,0.4080084490740741,236.69,439.98,1.6995421933802495 -1999-10-31,1.24,4.485,0.40794895833333333,202.23,551.2,1.6887170838682732 -1999-11-01,3.48,5.965000000000001,0.40399999999999997,177.84,598.56,1.6887170838682732 -1999-11-02,0.0,6.15,0.4037145833333334,235.65,559.75,1.6778919743562972 -1999-11-03,12.77,9.92,0.40000023148148145,158.63,789.84,1.75366774094013 -1999-11-04,8.97,6.52,0.39971435185185183,147.71,649.22,1.8835690550838433 -1999-11-05,0.0,2.4850000000000003,0.3960082175925926,148.67,558.59,1.851093726547915 -1999-11-06,2.26,3.86,0.39571446759259266,160.16,580.68,1.8402686170359388 -1999-11-07,0.0,0.5749999999999997,0.3921108796296296,155.55,472.21,1.7861430694760585 -1999-11-08,0.0,-1.58,0.3919487268518519,101.08,451.71,1.7211924124042017 -1999-11-09,0.0,-3.93,0.3884644675925926,148.73,346.75,1.6887170838682732 -1999-11-10,0.0,-2.85,0.38799999999999996,125.72,394.98,1.6129413172844407 -1999-11-11,0.0,-5.255000000000001,0.3848466435185185,168.41,294.43,1.537165550700608 -1999-11-12,0.0,-6.915,0.3840003472222222,184.2,240.07,1.4722148936287511 -1999-11-13,1.81,-4.42,0.38166932870370374,179.87,297.84,1.4072642365568944 -1999-11-14,11.76,0.4099999999999999,0.3799997685185186,88.49,518.56,1.4180893460688704 -1999-11-15,10.37,1.33,0.37920590277777777,66.94,578.21,1.5696408792365362 -1999-11-16,8.72,-0.27499999999999997,0.37611087962962964,40.68,549.73,1.6345915363083927 -1999-11-17,4.7,-4.17,0.3759486111111111,111.91,344.96,1.6237664267964167 -1999-11-18,0.0,-7.135,0.37321898148148147,150.31,274.45,1.6129413172844407 -1999-11-19,0.0,-7.984999999999999,0.3719998842592593,231.44,172.36,1.5696408792365362 -1999-11-20,0.0,2.56,0.37120578703703705,131.29,585.09,1.5696408792365362 -1999-11-21,2.54,4.965,0.3684645833333333,116.43,668.97,1.5263404411886317 -1999-11-22,1.22,4.545,0.3680003472222222,111.79,684.34,1.547990660212584 -1999-11-23,1.19,6.3999999999999995,0.36615196759259255,156.65,681.74,1.5804659887485122 -1999-11-24,0.27,4.71,0.3644642361111111,183.26,519.27,1.6021162077724647 -1999-11-25,0.0,4.1850000000000005,0.36400011574074076,158.78,560.0,1.6021162077724647 -1999-11-26,12.88,0.6750000000000003,0.3621513888888889,122.12,440.0,1.6129413172844407 -1999-11-27,20.63,6.255,0.3604638888888889,132.73,571.75,2.1000712453233654 -1999-11-28,8.79,3.7550000000000003,0.3599998842592593,118.09,547.23,2.457299859218577 -1999-11-29,0.0,-0.8400000000000001,0.35920578703703704,106.08,455.72,2.5872011733622906 -1999-11-30,0.0,-5.875,0.3572189814814815,147.34,276.94,2.6846271589700756 -1999-12-01,0.0,-8.505,0.35611041666666665,160.86,203.57,2.6738020494580996 -1999-12-02,0.0,-6.885,0.3559483796296296,148.01,255.16,2.641326720922171 -1999-12-03,0.0,-4.32,0.3546476851851852,155.29,292.74,2.5872011733622906 -1999-12-04,0.0,-1.23,0.35321898148148145,101.87,454.37,2.543900735314386 -1999-12-05,0.0,1.5849999999999997,0.35211030092592593,88.65,575.43,2.4681249687305535 -1999-12-06,3.02,4.14,0.35199988425925927,92.61,633.28,2.424824530682649 -1999-12-07,8.4,2.06,0.35171423611111113,65.92,597.02,2.4789500782425296 -1999-12-08,3.54,-1.02,0.3506474537037037,77.74,464.12,2.457299859218577 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-2000-10-28,1.65,6.585000000000001,0.41200046296296294,230.87,559.47,0.21758470119071982 -2000-10-29,15.44,-1.5350000000000001,0.4080084490740741,70.82,462.83,0.22840981070269592 -2000-10-30,10.23,-0.20999999999999996,0.40794895833333333,91.7,493.65,0.253307562580241 -2000-10-31,0.0,2.475,0.40399999999999997,95.22,623.67,0.25872011733622907 -2000-11-01,0.0,2.295,0.4037145833333334,125.8,586.03,0.2695452268482052 -2000-11-02,0.0,4.325,0.40000023148148145,198.03,574.07,0.28578289111616934 -2000-11-03,0.0,4.605,0.39971435185185183,233.02,496.77,0.30635059918892393 -2000-11-04,0.0,3.88,0.3960082175925926,217.59,509.08,0.3225882634568881 -2000-11-05,2.79,3.705,0.39571446759259266,124.79,606.86,0.33666090582245706 -2000-11-06,3.96,2.7199999999999998,0.3921108796296296,69.89,628.68,0.38862143147994244 -2000-11-07,0.7,3.78,0.3919487268518519,94.21,680.88,0.428674336674254 -2000-11-08,0.0,5.52,0.3884644675925926,80.34,788.67,0.4535720885517991 -2000-11-09,0.0,5.59,0.38799999999999996,115.04,742.13,0.4763048185269489 -2000-11-10,0.0,4.485,0.3848466435185185,134.91,640.07,0.49687252659970355 -2000-11-11,0.09,4.665,0.3840003472222222,113.6,693.43,0.5033675923068892 -2000-11-12,0.0,4.65,0.38166932870370374,93.73,719.01,0.4990375485020987 -2000-11-13,3.61,3.455,0.3799997685185186,67.39,682.63,0.5087801470628772 -2000-11-14,4.81,3.885,0.37920590277777777,61.47,700.83,0.5293478551356319 -2000-11-15,22.53,4.0,0.37611087962962964,66.55,700.15,0.7566751548871301 -2000-11-16,8.57,1.055,0.3759486111111111,59.33,578.52,0.9266293742251551 -2000-11-17,0.21,0.77,0.37321898148148147,119.39,527.91,0.9504446151515026 -2000-11-18,0.0,-1.435,0.3719998842592593,149.01,414.96,0.9818374327362333 -2000-11-19,0.0,-3.56,0.37120578703703705,117.64,379.19,1.0197253160281496 -2000-11-20,0.0,-2.275,0.3684645833333333,144.13,393.92,1.043540556954497 -2000-11-21,2.18,-1.5700000000000003,0.3680003472222222,135.61,422.91,1.0565306883688685 -2000-11-22,1.38,-3.175,0.36615196759259255,121.83,396.27,1.0565306883688685 -2000-11-23,0.73,-4.765000000000001,0.3644642361111111,168.57,315.31,1.0500356226616827 -2000-11-24,0.0,-8.495,0.36400011574074076,158.73,246.95,1.0305504255401257 -2000-11-25,0.0,-11.21,0.3621513888888889,206.89,158.3,1.002405140808988 -2000-11-26,0.4,-6.4750000000000005,0.3604638888888889,194.25,246.09,0.9894150093946166 -2000-11-27,6.53,-1.97,0.3599998842592593,120.55,410.34,0.9915800312970118 -2000-11-28,3.0,0.43000000000000005,0.35920578703703704,46.91,586.66,1.018642805076952 -2000-11-29,1.01,0.435,0.3572189814814815,51.57,593.86,1.018642805076952 -2000-11-30,0.0,-0.1100000000000001,0.35611041666666665,72.75,553.19,1.0056526736625806 -2000-12-01,0.03,-3.575,0.3559483796296296,117.42,388.38,0.9818374327362333 -2000-12-02,0.0,-6.745,0.3546476851851852,103.92,313.44,0.9569396808586882 -2000-12-03,0.0,-9.190000000000001,0.35321898148148145,175.24,200.07,0.8984840894940173 -2000-12-04,0.0,-6.720000000000001,0.35211030092592593,169.83,261.92,0.8811639142748555 -2000-12-05,0.0,-6.155,0.35199988425925927,182.47,240.0,0.8562661623973103 -2000-12-06,0.0,-7.82,0.35171423611111113,173.35,228.65,0.8118832133982083 -2000-12-07,0.67,-13.809999999999999,0.3506474537037037,171.49,143.42,0.7599226877407229 -2000-12-08,0.74,-17.42,0.34966921296296294,183.66,80.0,0.6949720306688663 -2000-12-09,0.0,-21.03,0.3488465277777778,177.31,75.71,0.6635792130841357 -2000-12-10,0.0,-18.549999999999997,0.3481105324074074,178.41,80.0,0.6397639721577881 -2000-12-11,3.1,-11.19,0.3480079861111111,157.03,144.84,0.6246088188410216 -2000-12-12,12.5,-3.65,0.34794849537037037,119.34,332.3,0.6029585998170693 -2000-12-13,6.34,-13.809999999999999,0.34771435185185184,162.44,116.89,0.5813083807931171 -2000-12-14,10.59,-14.965,0.3472057870370371,129.87,120.07,0.5672357384275483 -2000-12-15,10.53,-11.850000000000001,0.3466476851851852,105.64,185.02,0.5596581617691649 -2000-12-16,0.0,-11.76,0.3466476851851852,191.05,121.44,0.5466680303547936 -2000-12-17,19.44,-3.825,0.3461518518518519,143.14,250.92,0.5390904536964104 -2000-12-18,31.91,0.1299999999999999,0.3461518518518519,132.56,394.84,0.5878034465003028 -2000-12-19,0.01,-10.17,0.3456693287037037,166.18,188.79,0.726364848253597 -2000-12-20,14.28,-9.82,0.3456693287037037,74.43,239.74,0.8811639142748555 -2000-12-21,6.79,-12.094999999999999,0.3461518518518519,111.06,179.51,1.0370454912473115 -2000-12-22,0.0,-13.7,0.3461518518518519,187.65,120.0,1.2124122653413245 -2000-12-23,0.0,-14.135,0.3461518518518519,174.31,120.0,1.3531386889970138 -2000-12-24,0.0,-16.990000000000002,0.3466476851851852,183.73,84.29,1.5155153316766559 -2000-12-25,0.0,-17.384999999999998,0.3472057870370371,160.62,119.39,1.6129413172844407 -2000-12-26,0.14,-17.335,0.34771435185185184,130.4,120.0,1.6670668648443212 -2000-12-27,0.01,-14.605,0.34794849537037037,125.22,159.63,1.656241755332345 -2000-12-28,0.0,-10.469999999999999,0.34800000000000003,99.07,224.06,1.6345915363083927 -2000-12-29,0.0,-6.635,0.3480079861111111,129.54,280.82,1.6129413172844407 -2000-12-30,0.0,-5.79,0.3484641203703704,116.29,308.69,1.5804659887485122 -2000-12-31,0.0,-6.21,0.3482361111111111,122.91,294.76,1.5588157697245602 -2001-01-01,3.85,-3.765,0.34921886574074074,45.73,397.91,1.547990660212584 -2001-01-02,0.0,-7.825,0.35015162037037034,106.49,252.69,1.5155153316766559 -2001-01-03,0.0,-14.755,0.35120578703703703,141.31,122.18,1.4722148936287511 -2001-01-04,3.34,-13.405,0.3519482638888889,114.35,134.98,1.3964391270449183 -2001-01-05,0.0,-14.435,0.35200787037037035,166.43,118.64,1.3531386889970138 -2001-01-06,1.28,-12.465,0.35284641203703704,148.21,152.65,1.3098382509491096 -2001-01-07,1.11,-8.205,0.3541518518518519,91.01,264.79,1.2557127033892288 -2001-01-08,0.0,-12.129999999999999,0.35571446759259256,162.93,150.99,1.2015871558293483 -2001-01-09,1.15,-11.35,0.35600000000000004,111.1,189.76,1.158286717781444 -2001-01-10,0.0,-13.65,0.3564643518518519,138.28,146.78,1.1149862797335395 -2001-01-11,1.97,-16.185000000000002,0.35815185185185183,148.74,120.0,1.0695208197832398 -2001-01-12,1.04,-14.415,0.3599482638888889,137.52,129.73,1.0273028926865329 -2001-01-13,0.0,-16.255,0.36000787037037035,203.8,80.0,0.9850849655898262 -2001-01-14,0.0,-11.985,0.36121863425925926,180.11,137.78,0.9450320603955146 -2001-01-15,0.0,-15.73,0.3637142361111111,205.88,80.0,0.9071441771035982 -2001-01-16,2.4,-12.760000000000002,0.36400011574074076,142.53,146.26,0.882246425226053 -2001-01-17,2.0,-10.39,0.36521898148148146,120.51,205.84,0.8584311842997057 -2001-01-18,0.0,-18.625,0.36771435185185186,221.02,63.13,0.8281208776661725 -2001-01-19,0.16,-15.555,0.3680083333333333,203.57,88.77,0.8021406148374299 -2001-01-20,0.48,-15.475000000000001,0.3696696759259259,217.73,86.26,0.7761603520086873 -2001-01-21,0.0,-18.72,0.3719483796296296,228.55,63.38,0.749097578228747 -2001-01-22,0.0,-18.759999999999998,0.37211041666666667,230.67,65.18,0.7198697825464114 -2001-01-23,0.0,-15.895,0.3746479166666667,237.99,80.0,0.6971370525712616 -2001-01-24,0.0,-8.015,0.3760002314814815,204.14,199.17,0.6787343664009022 -2001-01-25,1.28,-10.165,0.3772188657407407,203.81,157.32,0.6657442349865309 -2001-01-26,0.0,-13.48,0.3799997685185186,234.82,120.0,0.6462590378649739 -2001-01-27,0.0,-12.55,0.3804640046296296,233.86,120.0,0.6278563516946144 -2001-01-28,0.0,-11.925,0.383714699074074,205.01,152.1,0.6181137531338359 -2001-01-29,0.0,-15.93,0.38400833333333334,263.75,80.0,0.5964635341098837 -2001-01-30,0.0,-10.985,0.3866476851851852,242.58,129.87,0.5823908917443148 -2001-01-31,4.51,-8.42,0.38799999999999996,114.63,232.57,0.5748133150859315 -2001-02-01,2.4,-10.92,0.3901519675925926,96.89,214.3,0.5585756508179673 -2001-02-02,1.13,-11.3,0.39200034722222227,208.01,160.0,0.5423379865500033 -2001-02-03,1.6,-9.809999999999999,0.3936696759259259,187.96,200.0,0.5304303660868295 -2001-02-04,0.0,-14.475000000000001,0.39600023148148145,257.45,107.6,0.5196052565748533 -2001-02-05,0.8,-13.735,0.3972188657407407,253.71,120.0,0.5076976361116796 -2001-02-06,14.77,-7.91,0.40000023148148145,99.35,257.72,0.5001200594532963 -2001-02-07,4.88,-6.6049999999999995,0.4012189814814815,70.09,314.86,0.49687252659970355 -2001-02-08,0.0,-8.115,0.40399999999999997,168.55,242.82,0.4925424827949131 -2001-02-09,6.5,-11.715,0.40521898148148144,266.71,119.92,0.4882124389901227 -2001-02-10,11.24,-6.324999999999999,0.4080003472222223,231.77,169.75,0.5412554755988056 -2001-02-11,0.0,-16.419999999999998,0.40966990740740744,209.89,115.12,0.5185227456236557 -2001-02-12,0.0,-18.065,0.41200046296296294,274.1,80.0,0.4903774608925179 -2001-02-13,0.0,-12.535,0.41464768518518513,250.85,143.76,0.47413979662455363 -2001-02-14,1.1,-11.98,0.4159996527777778,281.2,120.11,0.4665622199661704 -2001-02-15,3.97,-9.785,0.419205324074074,169.14,200.0,0.45681962140539184 -2001-02-16,0.0,-13.725,0.41999976851851856,341.35,80.0,0.4763048185269489 -2001-02-17,0.0,-11.665,0.42400011574074076,311.98,126.47,0.4643971980637752 -2001-02-18,0.0,-16.45,0.42400011574074076,334.24,80.0,0.4579021323565895 -2001-02-19,0.0,-13.47,0.428,311.73,120.0,0.4546545995029967 -2001-02-20,0.74,-3.78,0.42846388888888887,199.03,328.45,0.4546545995029967 -2001-02-21,4.09,-5.925,0.43200000000000005,212.72,247.0,0.44707702284461337 -2001-02-22,0.0,-19.69,0.4336695601851852,334.88,71.96,0.487129928038925 -2001-02-23,1.42,-18.575,0.43600011574074077,312.63,80.0,0.46331468711257756 -2001-02-24,1.61,-13.774999999999999,0.4399488425925926,222.74,154.65,0.4611496652101823 -2001-02-25,2.7,-16.255,0.4400003472222222,320.87,80.0,0.45140706664940383 -2001-02-26,7.5,-7.9350000000000005,0.4440001157407408,228.94,213.87,0.45681962140539184 -2001-02-27,0.0,-9.700000000000001,0.4440081018518519,334.71,160.77,0.4535720885517991 -2001-02-28,0.0,-16.565,0.4480001157407407,353.04,89.75,0.44274697903982296 -2001-03-01,0.0,-22.045,0.4501516203703704,363.74,44.16,0.43516940238143964 -2001-03-02,0.0,-24.25,0.452,419.13,40.0,0.4275918257230564 -2001-03-03,0.0,-22.075,0.45599953703703705,427.71,40.0,0.41568420525988264 -2001-03-04,0.0,-17.634999999999998,0.45599953703703705,431.72,45.32,0.4059416066991042 -2001-03-05,0.0,-9.89,0.46,389.33,145.89,0.40269407384551137 -2001-03-06,0.0,-5.0200000000000005,0.4604638888888889,252.67,297.93,0.3961990081383257 -2001-03-07,0.0,-3.4650000000000003,0.463999537037037,224.15,351.82,0.38970394243114004 -2001-03-08,0.0,-7.194999999999999,0.46799976851851854,432.95,160.0,0.37779632196796625 -2001-03-09,0.0,-5.285,0.46799976851851854,404.4,205.59,0.3637236796023974 -2001-03-10,0.19,-4.72,0.4719996527777777,316.27,279.37,0.3518160591392236 -2001-03-11,0.71,-3.075,0.4719996527777777,264.77,340.8,0.34315597152964267 -2001-03-12,0.3,-7.72,0.4760001157407408,340.64,207.13,0.3344958839200618 -2001-03-13,6.39,-8.66,0.4800005787037037,282.55,200.0,0.3442384824808404 -2001-03-14,10.94,-5.17,0.4800005787037037,158.0,320.0,0.3604761467488045 -2001-03-15,4.93,-3.1149999999999998,0.4840002314814815,130.75,399.84,0.3669712124559901 -2001-03-16,0.0,-5.255,0.4840002314814815,307.1,285.26,0.3658887015047926 -2001-03-17,0.0,-4.17,0.48800034722222224,350.42,291.58,0.35722861389521166 -2001-03-18,0.0,-2.6650000000000005,0.4919994212962963,349.55,333.44,0.3518160591392236 -2001-03-19,0.02,0.17500000000000027,0.4919994212962963,289.43,455.61,0.3442384824808404 -2001-03-20,0.0,-0.52,0.4959997685185185,427.88,344.03,0.3409909496272475 -2001-03-21,0.0,-0.08500000000000085,0.4959997685185185,495.62,276.8,0.33882592772485226 -2001-03-22,0.0,1.4100000000000001,0.4999997685185186,400.93,425.6,0.33341337296886425 -2001-03-23,6.33,-1.135,0.503999537037037,145.61,462.26,0.33124835106646905 -2001-03-24,6.79,-2.165,0.503999537037037,109.47,455.6,0.38970394243114004 -2001-03-25,1.33,-5.7700000000000005,0.5079996527777778,312.77,284.23,0.41351918335748744 -2001-03-26,0.0,-8.86,0.5079996527777778,436.14,188.07,0.38970394243114004 -2001-03-27,0.0,-7.785,0.511999537037037,440.55,201.62,0.384291387675152 -2001-03-28,4.25,-4.390000000000001,0.5159998842592592,223.06,331.55,0.3810438548215591 -2001-03-29,0.0,-6.09,0.5159998842592592,516.88,200.0,0.3713012562607806 -2001-03-30,0.0,-3.59,0.520000462962963,521.88,237.71,0.3550635919928165 -2001-03-31,6.92,-2.4850000000000003,0.520000462962963,295.75,343.99,0.3464035043832356 -2001-04-01,5.69,-2.8449999999999998,0.5240002314814816,195.61,398.32,0.4167667162110803 -2001-04-02,3.07,-3.08,0.5279998842592593,204.81,402.11,0.41351918335748744 -2001-04-03,1.78,-0.9550000000000001,0.5279998842592593,298.14,451.15,0.40918913955269703 -2001-04-04,0.0,-1.1900000000000004,0.5319998842592593,536.63,319.96,0.4081066286014994 -2001-04-05,0.0,0.3799999999999999,0.5319998842592593,541.5,343.61,0.4059416066991042 -2001-04-06,0.0,-1.6,0.5359994212962963,510.86,328.31,0.40052905194311617 -2001-04-07,0.0,-2.5199999999999996,0.5395353009259259,561.9,270.35,0.39836403004072096 -2001-04-08,0.0,-1.4949999999999997,0.54,524.82,326.59,0.39511649718712805 -2001-04-09,3.78,-0.22499999999999987,0.5439997685185185,219.43,486.0,0.38970394243114004 -2001-04-10,0.0,1.8699999999999999,0.5439997685185185,325.12,553.67,0.37887883291916397 -2001-04-11,0.0,0.6600000000000001,0.5479999999999999,545.47,373.23,0.42975684762545163 -2001-04-12,0.96,1.0150000000000001,0.5498481481481481,559.65,339.1,0.4860474170877274 -2001-04-13,10.27,1.01,0.5520004629629629,311.48,474.22,0.6007935779146741 -2001-04-14,3.19,-0.3600000000000001,0.5559922453703704,242.18,477.71,0.7166222496928185 -2001-04-15,0.0,-0.18500000000000005,0.5560002314814815,281.73,493.85,0.8476060747877294 -2001-04-16,0.0,1.7100000000000002,0.56,312.53,559.33,0.9634347465658739 -2001-04-17,0.0,1.255,0.5600517361111111,437.91,477.26,1.158286717781444 -2001-04-18,0.0,-1.35,0.5639996527777777,527.09,349.56,1.3531386889970138 -2001-04-19,0.0,-0.31000000000000005,0.5663305555555556,509.24,393.05,1.537165550700608 -2001-04-20,0.0,1.5650000000000004,0.5679997685185185,583.49,376.47,1.742842631428154 -2001-04-21,0.0,5.655,0.5715351851851852,604.85,430.39,2.0784210262994134 -2001-04-22,1.29,6.575,0.5719994212962963,544.44,548.69,2.6521518304341467 -2001-04-23,0.86,6.154999999999999,0.5760005787037037,542.23,527.33,3.572286138952117 -2001-04-24,0.03,9.925,0.5760005787037037,563.19,624.9,4.67644730917368 -2001-04-25,3.04,7.85,0.5800003472222222,461.27,553.29,6.43011505011381 -2001-04-26,0.0,3.23,0.5807946759259259,607.4,360.17,7.296123811071898 -2001-04-27,0.0,6.265,0.5840005787037037,566.84,495.02,7.84820439618268 -2001-04-28,0.0,4.234999999999999,0.5853530092592593,551.46,464.69,7.9672806008144175 -2001-04-29,0.0,1.6750000000000003,0.5880002314814815,525.24,424.66,7.869854615206632 -2001-04-30,0.0,6.09,0.5903311342592593,552.67,516.92,7.707477972526991 -2001-05-01,0.0,10.39,0.5920008101851852,607.66,534.55,7.65335242496711 -2001-05-02,0.0,14.815,0.5943310185185184,617.48,609.42,7.750778410574895 -2001-05-03,0.08,17.735,0.5959997685185184,607.14,718.67,8.032231257886275 -2001-05-04,0.0,15.865,0.5987809027777777,526.79,883.0,8.118832133982083 -2001-05-05,0.0,9.77,0.5999998842592592,422.64,799.98,7.804903958134776 -2001-05-06,0.0,5.275,0.6027810185185185,600.2,379.45,7.350249358631779 -2001-05-07,0.0,9.24,0.6039996527777778,625.13,405.08,6.863119430592855 -2001-05-08,0.0,12.795,0.6063304398148148,630.99,427.23,6.408464831089859 -2001-05-09,0.0,14.360000000000001,0.6079995370370371,616.68,483.68,5.964635341098838 -2001-05-10,0.0,15.045,0.6098476851851852,582.49,587.94,5.50998074159584 -2001-05-11,0.0,14.95,0.6120002314814815,601.18,505.1,5.076976361116796 -2001-05-12,0.56,16.22,0.6133524305555556,537.09,638.96,4.67644730917368 -2001-05-13,7.83,12.620000000000001,0.6159914351851852,385.48,692.69,4.319218695278469 -2001-05-14,1.05,6.005000000000001,0.6162851851851852,410.3,545.56,3.9836403004072087 -2001-05-15,6.68,7.225,0.6195356481481481,258.93,739.44,3.745487891143735 -2001-05-16,0.3,8.755,0.6199998842592592,221.79,923.01,3.528985700904212 -2001-05-17,0.0,9.280000000000001,0.6227818287037037,337.14,807.48,3.2908332916407383 -2001-05-18,0.0,9.155,0.6240006944444445,531.95,468.49,3.0635059918892393 -2001-05-19,1.6,11.190000000000001,0.6253526620370371,386.31,793.04,2.8470038016497177 -2001-05-20,0.87,11.610000000000001,0.6278895833333333,528.78,531.31,2.630501611410195 -2001-05-21,0.0,14.815000000000001,0.6280518518518519,514.69,671.76,2.457299859218577 -2001-05-22,0.01,14.690000000000001,0.6303303240740741,549.39,571.39,2.2840981070269595 -2001-05-23,0.0,14.98,0.6319916666666667,558.22,534.08,2.132546573859294 -2001-05-24,0.0,15.0,0.6322856481481481,498.01,673.78,1.9809950406916284 -2001-05-25,0.0,13.26,0.6347809027777778,567.35,444.94,1.851093726547915 -2001-05-26,0.0,15.77,0.6360001157407408,549.09,533.78,1.7320175219161775 -2001-05-27,0.0,17.060000000000002,0.6362856481481481,511.65,652.59,1.6237664267964167 -2001-05-28,7.93,16.805,0.6387810185185185,236.98,1302.18,1.5263404411886317 -2001-05-29,9.27,14.675,0.6399917824074074,213.4,1244.49,1.4830400031407271 -2001-05-30,7.15,11.55,0.6400512731481481,213.96,1009.69,1.3747889080209663 -2001-05-31,10.62,8.34,0.6418483796296296,166.61,878.83,1.277362922413181 -2001-06-01,0.0,9.454999999999998,0.6435354166666667,433.09,631.59,1.2340624843652768 -2001-06-02,6.04,11.954999999999998,0.6439998842592592,271.82,1000.75,1.2015871558293483 -2001-06-03,15.02,10.105,0.6442856481481481,155.85,1009.76,1.2881880319251573 -2001-06-04,12.25,11.58,0.6458482638888889,100.0,1221.17,1.6670668648443212 -2001-06-05,7.01,12.055,0.6471538194444444,153.3,1174.12,1.8186183980119868 -2001-06-06,4.31,13.17,0.6479927083333333,214.11,1181.54,1.9701699311796523 -2001-06-07,0.0,12.965,0.6480521990740741,404.79,976.83,2.045945697763485 -2001-06-08,0.0,12.5,0.6487947916666666,465.22,815.74,2.0784210262994134 -2001-06-09,0.03,13.055,0.6498487268518519,450.43,883.26,2.045945697763485 -2001-06-10,3.3,13.434999999999999,0.6507814814814814,337.83,991.81,2.0026452597155804 -2001-06-11,0.0,12.89,0.6515357638888889,533.31,646.15,1.9485197121557 -2001-06-12,0.0,14.719999999999999,0.6519921296296297,468.78,916.84,1.8943941645958196 -2001-06-13,0.0,16.83,0.6520001157407407,419.43,1156.96,1.7969681789880345 -2001-06-14,0.0,17.3,0.6520517361111111,490.39,932.02,1.7103673028922255 -2001-06-15,0.0,20.985,0.6522856481481482,483.03,1145.96,1.6345915363083927 -2001-06-16,0.0,24.04,0.6527943287037037,419.01,1642.72,1.5588157697245602 -2001-06-17,14.16,21.25,0.653352662037037,236.21,1869.33,1.5046902221646794 -2001-06-18,7.37,17.075,0.653848611111111,252.56,1421.65,1.461389784116775 -2001-06-19,1.04,15.905000000000001,0.653848611111111,473.85,957.28,1.3964391270449183 -2001-06-20,0.0,18.235,0.653848611111111,396.43,1355.49,1.3098382509491096 -2001-06-21,0.0,13.93,0.6543310185185185,485.28,836.82,1.2124122653413245 -2001-06-22,0.0,14.025,0.6543310185185185,447.41,938.37,1.1474616082694677 -2001-06-23,8.6,16.630000000000003,0.653848611111111,276.65,1352.66,1.1149862797335395 -2001-06-24,18.3,19.78,0.653848611111111,257.37,1711.79,1.1366364987574917 -2001-06-25,0.0,19.69,0.653352662037037,434.5,1422.41,1.1041611702215632 -2001-06-26,0.0,20.595,0.653352662037037,492.83,1248.45,1.0424580460032995 -2001-06-27,0.0,23.505,0.6527943287037037,446.93,1662.01,0.9861674765410237 -2001-06-28,0.0,17.995,0.6522856481481482,465.31,1168.52,0.8930715347380292 -2001-06-29,0.37,12.64,0.6520517361111111,486.47,778.15,0.8476060747877294 -2001-06-30,3.95,16.36,0.6519921296296297,325.04,1218.4,0.8248733448125797 -2001-07-01,8.24,20.060000000000002,0.6518894675925926,264.0,1701.91,0.8346159433733582 -2001-07-02,6.16,13.95,0.6511538194444445,338.68,998.89,0.8270383667149749 -2001-07-03,0.17,13.52,0.6503311342592593,439.74,957.04,0.7577576658383279 -2001-07-04,0.0,16.59,0.6493528935185184,397.03,1254.63,0.7112096949368305 -2001-07-05,8.24,18.26,0.6482863425925927,275.92,1451.97,0.6841469211568902 -2001-07-06,4.25,15.735,0.6480008101851852,284.77,1237.3,0.651671592620962 -2001-07-07,0.76,15.24,0.647890162037037,374.17,1195.25,0.6029585998170693 -2001-07-08,2.34,17.78,0.64678125,296.11,1510.45,0.5748133150859315 -2001-07-09,6.15,18.509999999999998,0.645352199074074,217.51,1637.02,0.5542456070131768 -2001-07-10,4.4,17.44,0.6440515046296297,282.3,1484.85,0.5390904536964104 -2001-07-11,9.73,16.34,0.6438894675925926,230.35,1413.35,0.5369254317940151 -2001-07-12,8.68,16.105,0.6427809027777778,240.49,1380.58,0.5315128770380272 -2001-07-13,5.84,16.32,0.6407940972222222,205.76,1457.89,0.5185227456236557 -2001-07-14,3.55,16.935,0.6399997685185186,241.54,1453.32,0.49362499374611063 -2001-07-15,4.11,17.325,0.6395354166666667,284.06,1410.74,0.5033675923068892 -2001-07-16,7.85,17.225,0.6378482638888888,228.18,1533.42,0.5033675923068892 -2001-07-17,16.01,16.935,0.6360001157407408,199.32,1569.74,0.6051236217194647 -2001-07-18,14.19,16.810000000000002,0.6355359953703703,291.01,1364.19,0.9179692866155742 -2001-07-19,0.0,17.68,0.6338483796296296,487.76,1203.28,0.8010581038862323 -2001-07-20,0.0,19.455,0.6319996527777777,497.16,1263.95,0.7729128191550944 -2001-07-21,0.0,20.595,0.6315355324074073,478.55,1417.17,0.7631702205943158 -2001-07-22,7.28,21.38,0.6287943287037038,346.9,1757.74,0.7577576658383279 -2001-07-23,12.29,23.22,0.628,300.08,1930.86,0.8162132572029988 -2001-07-24,9.85,23.62,0.6267813657407407,284.65,2134.87,0.8302858995685677 -2001-07-25,2.86,19.735,0.624052199074074,342.17,1636.97,0.7956455491302442 -2001-07-26,0.0,13.67,0.6238902777777778,458.65,984.15,0.7447675344239565 -2001-07-27,0.0,11.815,0.6207944444444444,446.85,905.18,0.6971370525712616 -2001-07-28,0.68,13.535,0.6199998842592592,462.16,970.52,0.6711567897425189 -2001-07-29,0.0,15.49,0.6183303240740741,473.73,1075.1,0.651671592620962 -2001-07-30,0.0,17.275,0.615999537037037,494.95,1108.81,0.6191962640850336 -2001-07-31,0.0,18.8,0.6151532407407407,483.32,1244.86,0.5834734026955124 -2001-08-01,0.0,19.119999999999997,0.6120002314814815,492.67,1209.13,0.5531630960619793 -2001-08-02,0.0,21.740000000000002,0.6115356481481482,462.69,1516.45,0.5325953879892247 -2001-08-03,0.0,22.66,0.6080510416666667,373.79,1907.93,0.4979550375509011 -2001-08-04,0.0,18.42,0.6078891203703704,459.04,1272.8,0.47089226377096083 -2001-08-05,0.0,18.945,0.6042853009259259,481.42,1207.28,0.44815953379581097 -2001-08-06,0.0,23.130000000000003,0.6039916666666666,437.55,1702.91,0.42542680382066117 -2001-08-07,0.0,24.775,0.6002854166666667,357.02,2162.08,0.3961990081383257 -2001-08-08,0.0,19.245,0.5999998842592592,458.95,1278.74,0.35831112484640926 -2001-08-09,0.0,21.395,0.5962851851851851,433.53,1514.07,0.3409909496272475 -2001-08-10,0.21,23.45,0.5959997685185184,352.98,1970.59,0.3269183072616786 -2001-08-11,0.0,18.05,0.5920523148148148,437.89,1225.71,0.29660800062814546 -2001-08-12,0.0,16.7,0.591992824074074,459.08,1040.75,0.2814528473113789 -2001-08-13,1.27,19.37,0.5880002314814815,385.88,1350.17,0.2706277377994028 -2001-08-14,3.95,16.555,0.5879922453703703,389.35,1054.68,0.2554725844826362 -2001-08-15,0.0,15.625,0.5840005787037037,457.09,928.03,0.24031743116586965 -2001-08-16,0.0,18.115000000000002,0.5835359953703704,435.78,1150.66,0.23490487640988159 -2001-08-17,0.96,19.005000000000003,0.5800003472222222,318.27,1501.22,0.22516227784910312 -2001-08-18,2.54,19.31,0.5787818287037036,208.4,1724.05,0.21866721214191742 -2001-08-19,0.0,18.775,0.5760005787037037,300.9,1540.62,0.20134703692275568 -2001-08-20,0.54,16.799999999999997,0.5738478009259259,307.73,1343.6,0.18835690550838435 -2001-08-21,8.16,16.369999999999997,0.5719994212962963,132.92,1559.32,0.20351205882515092 -2001-08-22,3.22,18.415,0.5680513888888888,189.11,1646.88,0.20242954787395329 -2001-08-23,1.91,19.215,0.5679997685185185,302.24,1479.95,0.19809950406916285 -2001-08-24,0.0,15.079999999999998,0.5639996527777777,379.31,1080.51,0.1829443507523963 -2001-08-25,0.0,11.27,0.5639916666666667,426.96,742.63,0.17103673028922256 -2001-08-26,0.61,14.36,0.56,426.22,866.82,0.16562417553323452 -2001-08-27,8.34,16.575,0.558330324074074,237.88,1300.43,0.1732017521916178 -2001-08-28,4.9,16.95,0.5560002314814815,203.14,1415.34,0.16237664267964166 -2001-08-29,5.11,15.995000000000001,0.5520519675925926,226.61,1291.47,0.1537165550700608 -2001-08-30,0.0,11.729999999999999,0.5520004629629629,414.56,791.19,0.14289144555808467 -2001-08-31,3.8,15.75,0.5479999999999999,388.53,1054.15,0.14397395650928227 -2001-09-01,25.31,16.41,0.5479921296296296,224.2,1327.2,0.23490487640988159 -2001-09-02,4.12,10.719999999999999,0.5439997685185185,286.91,813.56,0.22732729975149835 -2001-09-03,0.0,12.32,0.540794212962963,392.99,843.69,0.19918201502036048 -2001-09-04,0.5,15.16,0.54,297.62,1221.18,0.19376946026437242 -2001-09-05,9.49,11.455,0.5359994212962963,233.79,936.1,0.18510937265479152 -2001-09-06,0.0,10.31,0.5359994212962963,404.39,713.63,0.17753179599640825 -2001-09-07,0.0,15.46,0.5319998842592593,407.43,966.26,0.1732017521916178 -2001-09-08,0.0,20.744999999999997,0.5298482638888888,362.17,1496.52,0.16562417553323452 -2001-09-09,0.0,23.770000000000003,0.5279998842592593,304.35,2002.19,0.16129413172844406 -2001-09-10,0.96,22.21,0.5240002314814816,319.93,1745.67,0.15804659887485123 -2001-09-11,2.4,18.185,0.5240002314814816,272.69,1420.49,0.1569640879236536 -2001-09-12,0.0,11.39,0.520000462962963,346.21,863.63,0.14397395650928227 -2001-09-13,0.0,12.655000000000001,0.5183310185185186,332.99,951.3,0.14072642365568944 -2001-09-14,0.0,9.51,0.5159998842592592,376.27,717.04,0.1277362922413181 -2001-09-15,0.0,7.675000000000001,0.511999537037037,371.24,624.07,0.12015871558293482 -2001-09-16,0.0,10.525,0.511999537037037,355.57,787.0,0.11582867177814439 -2001-09-17,0.0,13.29,0.5079996527777778,369.54,901.52,0.10933360607095871 -2001-09-18,0.0,13.42,0.5067805555555556,334.9,965.71,0.10283854036377307 -2001-09-19,0.0,8.540000000000001,0.503999537037037,385.33,599.68,0.0963434746565874 -2001-09-20,0.0,10.045,0.4999997685185186,333.62,758.24,0.09526096370538978 -2001-09-21,3.95,13.274999999999999,0.4999997685185186,156.56,1184.84,0.10067351846137784 -2001-09-22,6.77,15.940000000000001,0.4959997685185185,113.24,1502.74,0.10933360607095871 -2001-09-23,10.37,16.47,0.49366840277777774,170.69,1400.0,0.1288188031925157 -2001-09-24,0.0,16.03,0.4919994212962963,295.6,1223.08,0.1277362922413181 -2001-09-25,2.78,15.785,0.48800034722222224,213.72,1366.84,0.13098382509491094 -2001-09-26,30.96,15.95,0.48800034722222224,131.37,1453.91,0.30310306633533113 -2001-09-27,4.98,13.219999999999999,0.4840002314814815,195.15,1086.64,0.29444297872575026 -2001-09-28,6.56,7.845,0.48167002314814816,185.13,776.83,0.2911954458721574 -2001-09-29,0.0,6.39,0.4800005787037037,309.17,606.51,0.2955254896769478 -2001-09-30,0.0,6.66,0.4760001157407408,354.57,534.34,0.29769051157934306 -2001-10-01,0.0,9.255,0.4760001157407408,357.4,599.56,0.29769051157934306 -2001-10-02,0.0,10.84,0.4719996527777777,333.44,735.75,0.29444297872575026 -2001-10-03,0.0,9.175,0.4701513888888889,314.13,704.08,0.2890304239697622 -2001-10-04,1.8,11.045,0.46799976851851854,260.24,876.66,0.2911954458721574 -2001-10-05,1.69,11.805,0.463999537037037,216.18,978.93,0.28578289111616934 -2001-10-06,4.88,10.14,0.463999537037037,133.01,971.46,0.2955254896769478 -2001-10-07,3.3,6.1,0.46,239.17,600.46,0.2901129349209598 -2001-10-08,0.87,2.9299999999999997,0.45920532407407405,272.83,487.72,0.2803703363601813 -2001-10-09,2.09,3.3649999999999998,0.45599953703703705,264.13,489.17,0.27171024875060035 -2001-10-10,0.0,7.324999999999999,0.45200810185185186,265.74,670.29,0.26521518304341474 -2001-10-11,0.0,11.27,0.452,282.85,822.88,0.2598026282874267 -2001-10-12,0.0,13.280000000000001,0.4480001157407407,275.2,948.97,0.2522250516290434 -2001-10-13,0.0,11.579999999999998,0.4480001157407407,248.95,912.35,0.2457299859218577 -2001-10-14,0.0,11.385000000000002,0.4440001157407408,261.36,873.95,0.2446474749706601 -2001-10-15,4.09,11.705,0.44166932870370373,153.34,1027.31,0.24031743116586965 -2001-10-16,9.93,8.89,0.4400003472222222,180.8,776.78,0.23490487640988159 -2001-10-17,13.2,9.13,0.43611064814814815,172.87,800.0,0.29336046777455266 -2001-10-18,5.7,5.855,0.43600011574074077,150.27,685.32,0.34315597152964267 -2001-10-19,0.0,3.32,0.43200000000000005,235.78,520.0,0.30526808823772633 -2001-10-20,1.31,5.745,0.43194837962962956,180.72,681.13,0.3041855772865288 -2001-10-21,3.81,6.255,0.428,184.79,612.16,0.311763153944912 -2001-10-22,6.36,6.665,0.4261517361111111,168.52,655.67,0.3453209934320379 -2001-10-23,4.83,3.1950000000000003,0.42400011574074076,184.89,498.43,0.3496510372368284 -2001-10-24,6.69,7.2700000000000005,0.42121863425925926,185.11,627.85,0.4037765847967089 -2001-10-25,4.71,10.015,0.41999976851851856,147.63,877.96,0.4167667162110803 -2001-10-26,6.5,5.745,0.4164640046296296,143.64,640.0,0.49687252659970355 -2001-10-27,3.0,3.87,0.4159996527777778,136.3,591.74,0.5076976361116796 -2001-10-28,0.0,1.58,0.4121109953703704,166.05,512.17,0.5098626580140748 -2001-10-29,0.0,1.005,0.41200046296296294,201.69,440.0,0.5228527894284463 -2001-10-30,0.0,1.1300000000000001,0.4080084490740741,156.18,504.54,0.5131101908676677 -2001-10-31,0.0,-1.32,0.40794895833333333,163.41,420.66,0.5163577237212605 -2001-11-01,0.0,1.12,0.40399999999999997,179.69,486.03,0.520687767526051 -2001-11-02,2.01,6.74,0.4037145833333334,166.26,741.18,0.5271828332332367 -2001-11-03,1.76,10.56,0.40000023148148145,146.33,999.04,0.5163577237212605 -2001-11-04,0.0,6.205,0.39971435185185183,171.17,702.12,0.5087801470628772 -2001-11-05,0.0,4.345000000000001,0.3960082175925926,104.14,707.17,0.4990375485020987 -2001-11-06,1.53,4.26,0.39571446759259266,99.55,706.56,0.487129928038925 -2001-11-07,0.0,4.04,0.3921108796296296,144.17,640.26,0.46547970901497276 -2001-11-08,0.0,0.8300000000000001,0.3919487268518519,174.66,468.85,0.4665622199661704 -2001-11-09,6.67,1.1749999999999998,0.3884644675925926,98.97,533.99,0.4882124389901227 -2001-11-10,0.0,-0.51,0.38799999999999996,140.18,462.77,0.47413979662455363 -2001-11-11,1.74,-2.14,0.3848466435185185,129.45,423.14,0.46331468711257756 -2001-11-12,0.0,-4.455,0.3840003472222222,159.98,331.48,0.44815953379581097 -2001-11-13,0.71,-5.69,0.38166932870370374,163.16,298.51,0.4340868914302421 -2001-11-14,1.67,-3.8449999999999998,0.3799997685185186,193.83,328.68,0.4362519133326373 -2001-11-15,0.0,2.6449999999999996,0.37920590277777777,199.46,519.89,0.43083935857664923 -2001-11-16,1.33,4.74,0.37611087962962964,182.03,602.83,0.42975684762545163 -2001-11-17,0.0,-0.9950000000000001,0.3759486111111111,199.59,359.83,0.41784922716227785 -2001-11-18,0.0,-1.1649999999999998,0.37321898148148147,161.63,417.58,0.4200142490646731 -2001-11-19,0.05,5.06,0.3719998842592593,175.13,602.24,0.41784922716227785 -2001-11-20,2.46,4.295,0.37120578703703705,166.18,535.79,0.4200142490646731 -2001-11-21,3.01,-1.295,0.3684645833333333,143.28,398.79,0.41460169430868504 -2001-11-22,0.0,-2.21,0.3680003472222222,125.91,438.09,0.4113541614550923 -2001-11-23,0.0,-0.735,0.36615196759259255,116.26,477.76,0.40485909574790657 -2001-11-24,0.0,1.8050000000000002,0.3644642361111111,136.64,552.93,0.4059416066991042 -2001-11-25,0.21,6.03,0.36400011574074076,137.91,728.06,0.40918913955269703 -2001-11-26,3.41,9.43,0.3621513888888889,62.54,1029.32,0.41243667240628984 -2001-11-27,1.29,2.25,0.3604638888888889,154.19,487.7,0.39511649718712805 -2001-11-28,3.89,-4.7,0.3599998842592593,79.05,364.78,0.3961990081383257 -2001-11-29,9.73,-9.21,0.35920578703703704,147.09,197.84,0.38753892052874483 -2001-11-30,13.95,-5.05,0.3572189814814815,125.26,300.55,0.42542680382066117 -2001-12-01,8.04,0.8449999999999998,0.35611041666666665,110.22,501.89,0.47955235138054175 -2001-12-02,0.54,2.02,0.3559483796296296,141.22,558.64,0.5282653441844343 -2001-12-03,1.08,0.6150000000000001,0.3546476851851852,104.26,529.39,0.5304303660868295 -2001-12-04,1.86,0.41999999999999993,0.35321898148148145,90.56,553.23,0.5477505413059912 -2001-12-05,2.15,0.41999999999999993,0.35211030092592593,106.34,525.79,0.5715657822323387 -2001-12-06,2.22,4.63,0.35199988425925927,152.04,613.71,0.6148662202802432 -2001-12-07,0.0,3.7649999999999997,0.35171423611111113,167.81,563.61,0.6657442349865309 -2001-12-08,0.0,-2.935,0.3506474537037037,133.86,384.09,0.6798168773520998 -2001-12-09,0.0,-6.545,0.34966921296296294,169.92,248.36,0.6960545416200639 -2001-12-10,0.0,-5.24,0.3488465277777778,187.31,240.0,0.7155397387416209 -2001-12-11,0.0,-1.1949999999999998,0.3481105324074074,174.03,366.43,0.7371899577655732 -2001-12-12,0.0,-4.23,0.3480079861111111,178.14,280.0,0.7339424249119803 -2001-12-13,2.76,-3.41,0.34794849537037037,134.6,332.78,0.7599226877407229 -2001-12-14,2.3,1.4849999999999999,0.34771435185185184,112.53,525.58,0.7761603520086873 -2001-12-15,0.0,-3.135,0.3472057870370371,138.22,357.02,0.7512626001311421 -2001-12-16,0.0,-6.05,0.3466476851851852,109.28,313.58,0.6993020744736568 -2001-12-17,0.0,-8.14,0.3466476851851852,150.0,239.98,0.6873944540104832 -2001-12-18,1.25,-6.655,0.3461518518518519,105.12,297.32,0.6798168773520998 -2001-12-19,0.0,-5.135,0.3461518518518519,108.8,338.43,0.6711567897425189 -2001-12-20,0.28,-5.7,0.3456693287037037,137.32,299.03,0.6624967021329381 -2001-12-21,2.08,-6.555000000000001,0.3456693287037037,121.46,280.01,0.6560016364257523 -2001-12-22,0.0,-6.4750000000000005,0.3461518518518519,111.46,303.83,0.6462590378649739 -2001-12-23,0.0,-7.949999999999999,0.3461518518518519,167.29,225.9,0.6375989502553929 -2001-12-24,5.69,-5.755000000000001,0.3461518518518519,149.14,263.75,0.6343514174018001 -2001-12-25,7.64,-2.3200000000000003,0.3466476851851852,79.23,433.4,0.6419289940601834 -2001-12-26,0.0,-6.41,0.3472057870370371,163.54,261.81,0.6256913297922193 -2001-12-27,0.6,-7.035,0.34771435185185184,120.87,280.0,0.6051236217194647 -2001-12-28,0.0,-8.31,0.34794849537037037,115.34,264.67,0.5888859574515005 -2001-12-29,0.0,-8.245,0.34800000000000003,128.34,251.02,0.5748133150859315 -2001-12-30,0.0,-8.17,0.3480079861111111,93.81,275.74,0.5585756508179673 -2001-12-31,0.0,-10.585,0.3484641203703704,166.37,199.22,0.5423379865500033 -2002-01-01,0.0,-12.045,0.34921886574074074,155.25,160.0,0.5282653441844343 -2002-01-02,0.0,-11.645,0.35015162037037034,124.7,190.67,0.5131101908676677 -2002-01-03,0.0,-9.085,0.35120578703703703,117.44,238.3,0.5001200594532963 -2002-01-04,0.0,-14.515,0.3519482638888889,188.15,120.0,0.48388239518533216 -2002-01-05,0.0,-15.52,0.35200787037037035,196.06,96.48,0.46980975281976317 -2002-01-06,1.96,-8.91,0.35284641203703704,159.58,200.07,0.4579021323565895 -2002-01-07,3.18,-5.994999999999999,0.3541518518518519,107.31,281.45,0.4459945118934157 -2002-01-08,0.0,-13.270000000000001,0.35571446759259256,194.96,120.01,0.4330043804790444 -2002-01-09,0.95,-8.885,0.35600000000000004,179.65,200.96,0.42109676001587076 -2002-01-10,3.15,-2.73,0.3564643518518519,48.8,439.77,0.4113541614550923 -2002-01-11,2.6,-2.215,0.35815185185185183,76.16,438.76,0.40052905194311617 -2002-01-12,2.45,-5.975,0.3599482638888889,98.39,319.67,0.39295147528473284 -2002-01-13,6.96,-8.08,0.36000787037037035,138.23,240.0,0.3864564095775472 -2002-01-14,9.01,-7.16,0.36121863425925926,93.75,277.12,0.4221792709670683 -2002-01-15,0.54,-11.549999999999999,0.3637142361111111,172.67,160.0,0.42109676001587076 -2002-01-16,3.77,-10.43,0.36400011574074076,91.9,214.58,0.41460169430868504 -2002-01-17,2.84,-12.065,0.36521898148148146,178.09,160.0,0.4081066286014994 -2002-01-18,3.55,-13.07,0.36771435185185186,166.74,137.77,0.4016115628943137 -2002-01-19,0.41,-15.995,0.3680083333333333,236.47,80.0,0.3961990081383257 -2002-01-20,0.0,-13.684999999999999,0.3696696759259259,232.36,120.06,0.3907864533823376 -2002-01-21,1.34,-10.735,0.3719483796296296,223.42,150.53,0.384291387675152 -2002-01-22,4.43,-7.395,0.37211041666666667,144.37,244.63,0.37887883291916397 -2002-01-23,0.0,-10.415000000000001,0.3746479166666667,250.2,138.2,0.3745487891143735 -2002-01-24,0.0,-5.11,0.3760002314814815,230.85,252.41,0.3680537234071878 -2002-01-25,0.58,-10.595,0.3772188657407407,222.2,161.49,0.3637236796023974 -2002-01-26,2.04,-11.815000000000001,0.3799997685185186,219.76,159.88,0.3593936357976069 -2002-01-27,2.64,-10.44,0.3804640046296296,165.61,198.93,0.3550635919928165 -2002-01-28,3.04,-8.684999999999999,0.383714699074074,142.62,236.29,0.35073354818802605 -2002-01-29,0.53,-5.575,0.38400833333333334,199.55,285.67,0.3464035043832356 -2002-01-30,0.04,-13.594999999999999,0.3866476851851852,192.4,160.0,0.3409909496272475 -2002-01-31,0.0,-19.39,0.38799999999999996,233.53,80.0,0.33666090582245706 -2002-02-01,8.19,-17.465,0.3901519675925926,172.49,111.61,0.3323308620176666 -2002-02-02,9.29,-13.59,0.39200034722222227,169.89,149.0,0.3301658401152714 -2002-02-03,0.0,-19.15,0.3936696759259259,293.54,80.0,0.325835796310481 -2002-02-04,3.9,-16.31,0.39600023148148145,210.75,94.67,0.3225882634568881 -2002-02-05,1.79,-14.815000000000001,0.3972188657407407,240.53,120.0,0.3182582196520977 -2002-02-06,0.0,-16.39,0.40000023148148145,261.85,118.25,0.31501068679850486 -2002-02-07,0.41,-19.945,0.4012189814814815,290.48,67.21,0.3106806429937144 -2002-02-08,4.44,-14.7,0.40399999999999997,190.89,125.88,0.3074331101401216 -2002-02-09,0.0,-15.13,0.40521898148148144,280.24,120.0,0.3041855772865288 -2002-02-10,0.68,-14.395000000000001,0.4080003472222223,319.82,80.72,0.30093804443293587 -2002-02-11,5.64,-11.82,0.40966990740740744,244.26,120.0,0.29769051157934306 -2002-02-12,0.0,-19.95,0.41200046296296294,339.52,40.0,0.2955254896769478 -2002-02-13,0.0,-14.015,0.41464768518518513,319.19,113.37,0.29336046777455266 -2002-02-14,0.0,-19.145,0.4159996527777778,346.28,43.94,0.2911954458721574 -2002-02-15,0.11,-8.645,0.419205324074074,310.68,172.12,0.28794791301856454 -2002-02-16,0.0,-1.005,0.41999976851851856,242.66,386.62,0.28686540206736694 -2002-02-17,0.0,-2.32,0.42400011574074076,257.13,345.48,0.2825353582625765 -2002-02-18,0.0,-10.350000000000001,0.42400011574074076,342.75,136.68,0.2803703363601813 -2002-02-19,0.0,-10.655,0.428,360.61,120.0,0.28470038016497173 -2002-02-20,0.0,-5.345000000000001,0.42846388888888887,343.93,211.15,0.2901129349209598 -2002-02-21,2.83,-0.9600000000000002,0.43200000000000005,154.47,440.0,0.2890304239697622 -2002-02-22,3.12,-0.805,0.4336695601851852,94.06,496.91,0.292277956823355 -2002-02-23,0.0,-6.665,0.43600011574074077,213.49,276.81,0.27171024875060035 -2002-02-24,0.0,-9.844999999999999,0.4399488425925926,302.11,182.39,0.2608851392386243 -2002-02-25,3.42,-5.995,0.4400003472222222,226.91,263.8,0.2630501611410195 -2002-02-26,4.71,-0.8750000000000002,0.4440001157407408,144.5,441.4,0.2803703363601813 -2002-02-27,10.56,2.6550000000000002,0.4440081018518519,152.41,583.02,0.2825353582625765 -2002-02-28,15.29,-4.45,0.4480001157407407,219.79,298.34,0.3182582196520977 -2002-03-01,0.0,-9.42,0.4501516203703704,330.45,200.0,0.3225882634568881 -2002-03-02,0.0,-8.77,0.452,383.96,169.47,0.3204232415544929 -2002-03-03,4.56,-4.21,0.45599953703703705,272.31,265.89,0.3290833291640738 -2002-03-04,6.59,-2.4899999999999998,0.45599953703703705,274.46,309.64,0.3301658401152714 -2002-03-05,0.0,-13.424999999999999,0.46,383.55,120.0,0.31717570870090006 -2002-03-06,0.0,-11.41,0.4604638888888889,367.96,159.42,0.31501068679850486 -2002-03-07,0.0,-8.485,0.463999537037037,385.48,190.03,0.31609319774970246 -2002-03-08,0.0,-8.940000000000001,0.46799976851851854,404.92,170.17,0.3215057525056905 -2002-03-09,5.5,-5.6899999999999995,0.46799976851851854,291.09,238.5,0.3301658401152714 -2002-03-10,12.31,0.04499999999999993,0.4719996527777777,308.05,348.74,0.34748601533443313 -2002-03-11,2.12,-7.5,0.4719996527777777,345.25,200.99,0.35831112484640926 -2002-03-12,0.1,-8.105,0.4760001157407408,310.83,238.26,0.3637236796023974 -2002-03-13,0.0,-5.824999999999999,0.4800005787037037,422.29,229.31,0.3669712124559901 -2002-03-14,0.0,-2.37,0.4800005787037037,400.47,318.07,0.3680537234071878 -2002-03-15,0.19,-7.0,0.4840002314814815,410.01,217.33,0.3615586577000021 -2002-03-16,2.87,-7.565,0.4840002314814815,254.88,241.68,0.3615586577000021 -2002-03-17,0.0,-9.48,0.48800034722222224,449.13,168.69,0.3604761467488045 -2002-03-18,0.0,-9.969999999999999,0.4919994212962963,504.27,135.07,0.3691362343583854 -2002-03-19,0.0,-5.295,0.4919994212962963,444.3,245.48,0.3810438548215591 -2002-03-20,0.66,-5.29,0.4959997685185185,488.6,209.32,0.39836403004072096 -2002-03-21,6.77,-1.81,0.4959997685185185,287.16,361.96,0.39836403004072096 -2002-03-22,3.89,-8.27,0.4999997685185186,363.15,185.89,0.3907864533823376 -2002-03-23,0.0,-11.55,0.503999537037037,341.03,185.98,0.3767138110167687 -2002-03-24,0.0,-9.365,0.503999537037037,361.96,205.53,0.3626411686511997 -2002-03-25,0.0,-10.325,0.5079996527777778,414.46,189.95,0.35831112484640926 -2002-03-26,0.0,-9.37,0.5079996527777778,544.45,145.84,0.35289857009042125 -2002-03-27,13.02,-1.615,0.511999537037037,305.32,371.27,0.3485685262856308 -2002-03-28,0.55,-0.2250000000000001,0.5159998842592592,214.81,504.01,0.3442384824808404 -2002-03-29,0.0,-0.375,0.5159998842592592,368.64,429.66,0.34315597152964267 -2002-03-30,0.48,3.0549999999999997,0.520000462962963,355.22,560.0,0.3680537234071878 -2002-03-31,2.52,3.9450000000000003,0.520000462962963,386.01,543.91,0.39836403004072096 -2002-04-01,8.02,3.195,0.5240002314814816,324.62,558.37,0.44274697903982296 -2002-04-02,12.59,0.8799999999999999,0.5279998842592593,187.1,540.03,0.5271828332332367 -2002-04-03,6.42,1.73,0.5279998842592593,188.88,574.24,0.5888859574515005 -2002-04-04,1.21,0.27,0.5319998842592593,273.05,497.5,0.6386814612065905 -2002-04-05,0.0,-1.64,0.5319998842592593,351.95,417.95,0.6744043225961118 -2002-04-06,0.0,-3.545,0.5359994212962963,474.68,309.25,0.7057971401808425 -2002-04-07,0.0,-5.535,0.5395353009259259,521.96,250.65,0.7415200015703636 -2002-04-08,0.0,-1.3399999999999999,0.54,420.25,403.08,0.7815729067646752 -2002-04-09,4.79,2.915,0.5439997685185185,254.26,600.0,0.8497710966901247 -2002-04-10,6.1,4.045,0.5439997685185185,245.69,648.37,1.0825109511976112 -2002-04-11,0.0,0.9249999999999998,0.5479999999999999,561.97,396.92,1.2557127033892288 -2002-04-12,0.0,5.395,0.5498481481481481,543.81,566.05,1.547990660212584 -2002-04-13,0.0,8.965,0.5520004629629629,505.11,773.34,2.1758470119071984 -2002-04-14,0.78,6.99,0.5559922453703704,470.99,685.33,2.7712280350658847 -2002-04-15,1.1,4.734999999999999,0.5560002314814815,477.78,597.08,3.496510372368284 -2002-04-16,4.0,7.96,0.56,386.87,719.42,4.189317381134755 -2002-04-17,6.09,10.32,0.5600517361111111,382.75,852.53,5.477505413059912 -2002-04-18,10.85,4.75,0.5639996527777777,293.4,653.8,6.668267459377285 -2002-04-19,2.37,5.6899999999999995,0.5663305555555556,336.45,722.71,7.350249358631779 -2002-04-20,2.47,2.8899999999999997,0.5679997685185185,430.23,499.79,7.826554177158728 -2002-04-21,0.0,-0.6499999999999999,0.5715351851851852,514.35,405.92,7.772428629598848 -2002-04-22,0.0,-1.5,0.5719994212962963,538.81,367.43,7.534276220335373 -2002-04-23,0.0,1.495,0.5760005787037037,536.28,452.68,7.20952293497609 -2002-04-24,0.0,2.545,0.5760005787037037,597.69,439.29,6.841469211568902 -2002-04-25,0.0,4.64,0.5800003472222222,633.35,442.53,6.505890816697644 -2002-04-26,2.81,4.97,0.5807946759259259,471.41,558.92,6.235263078898241 -2002-04-27,4.04,1.9749999999999996,0.5840005787037037,300.01,545.76,6.0620613267066235 -2002-04-28,0.0,0.9099999999999999,0.5853530092592593,496.64,454.19,5.7156578223233865 -2002-04-29,2.65,1.6199999999999999,0.5880002314814815,349.49,528.43,5.4017296464760785 -2002-04-30,0.15,1.21,0.5903311342592593,572.14,430.21,5.1202767991647 -2002-05-01,0.11,4.319999999999999,0.5920008101851852,595.82,511.43,4.817173732829369 -2002-05-02,5.11,4.0600000000000005,0.5943310185185184,491.02,503.77,4.524895776006015 -2002-05-03,7.39,4.88,0.5959997685185184,385.0,596.69,4.42746979039823 -2002-05-04,4.76,3.995,0.5987809027777777,361.01,586.16,4.243442928694636 -2002-05-05,0.0,6.3999999999999995,0.5999998842592592,614.44,525.98,4.070241176503018 -2002-05-06,1.37,10.065,0.6027810185185185,606.67,607.95,3.886214314799424 -2002-05-07,8.46,12.055,0.6039996527777778,430.91,863.33,3.8970394243114 -2002-05-08,6.66,7.995,0.6063304398148148,444.86,624.83,3.788788329191639 -2002-05-09,0.76,4.44,0.6079995370370371,588.35,479.18,3.6697121245599016 -2002-05-10,5.51,9.195,0.6098476851851852,414.2,727.07,3.626411686511997 -2002-05-11,0.59,6.11,0.6120002314814815,563.55,575.38,3.485685262856308 -2002-05-12,0.0,2.465,0.6133524305555556,563.16,440.2,3.3341337296886424 -2002-05-13,0.0,4.635,0.6159914351851852,615.34,452.34,3.182582196520977 -2002-05-14,10.15,4.43,0.6162851851851852,397.53,537.7,3.074331101401216 -2002-05-15,10.78,1.87,0.6195356481481481,228.53,564.47,3.1284566489610963 -2002-05-16,5.28,5.0249999999999995,0.6199998842592592,339.65,615.73,3.2258826345688814 -2002-05-17,3.0,8.45,0.6227818287037037,275.35,857.74,3.280008182128762 -2002-05-18,0.0,6.26,0.6240006944444445,523.57,612.69,3.2691830726167854 -2002-05-19,3.89,6.4399999999999995,0.6253526620370371,327.04,695.2,3.2475328535928334 -2002-05-20,1.88,5.57,0.6278895833333333,466.44,600.0,3.1934073060329524 -2002-05-21,2.18,7.3100000000000005,0.6280518518518519,437.2,711.84,3.1068064299371434 -2002-05-22,0.0,7.35,0.6303303240740741,599.73,574.38,2.998555334817383 -2002-05-23,0.0,13.7,0.6319916666666667,556.41,933.27,2.8686540206736693 -2002-05-24,1.45,15.84,0.6322856481481481,487.91,1126.95,2.738752706529956 -2002-05-25,3.1,8.27,0.6347809027777778,508.34,581.6,2.5872011733622906 -2002-05-26,1.26,6.9750000000000005,0.6360001157407408,511.15,624.62,2.4897751877545056 -2002-05-27,3.71,9.4,0.6362856481481481,418.59,728.27,2.3815240926347445 -2002-05-28,0.18,12.709999999999999,0.6387810185185185,548.53,871.76,2.2840981070269595 -2002-05-29,0.0,16.72,0.6399917824074074,570.89,991.27,2.1758470119071984 -2002-05-30,9.59,17.855,0.6400512731481481,349.89,1409.81,2.1000712453233654 -2002-05-31,10.29,17.18,0.6418483796296296,227.48,1554.75,2.110896354835342 -2002-06-01,20.42,15.8,0.6435354166666667,338.79,1230.81,2.554725844826362 -2002-06-02,7.61,10.195,0.6439998842592592,342.4,834.93,2.446474749706601 -2002-06-03,0.0,5.984999999999999,0.6442856481481481,355.55,700.9,2.3923492021467205 -2002-06-04,0.0,6.26,0.6458482638888889,552.18,554.19,2.349048764098816 -2002-06-05,3.74,10.01,0.6471538194444444,420.89,796.38,2.2840981070269595 -2002-06-06,6.97,9.785,0.6479927083333333,294.71,890.96,2.240797668979055 -2002-06-07,0.0,9.51,0.6480521990740741,537.08,699.47,2.14337168337127 -2002-06-08,0.12,10.08,0.6487947916666666,565.12,640.06,2.045945697763485 -2002-06-09,4.53,12.98,0.6498487268518519,328.06,1014.55,1.9701699311796523 -2002-06-10,0.0,13.795,0.6507814814814814,443.07,1062.79,1.851093726547915 -2002-06-11,0.32,13.415,0.6515357638888889,414.63,1073.42,1.7969681789880345 -2002-06-12,0.95,11.645,0.6519921296296297,312.91,1056.52,1.7211924124042017 -2002-06-13,0.0,10.809999999999999,0.6520001157407407,432.38,884.77,1.6237664267964167 -2002-06-14,0.0,10.379999999999999,0.6520517361111111,552.21,622.1,1.5263404411886317 -2002-06-15,0.38,11.665000000000001,0.6522856481481482,512.49,742.04,1.4289144555808466 -2002-06-16,5.67,10.035,0.6527943287037037,292.49,854.05,1.3856140175329423 -2002-06-17,6.68,9.01,0.653352662037037,194.36,919.18,1.3314884699730618 -2002-06-18,7.35,12.04,0.653848611111111,196.5,1136.33,1.3206633604610856 -2002-06-19,0.0,13.450000000000001,0.653848611111111,445.76,982.31,1.2557127033892288 -2002-06-20,0.0,15.595,0.653848611111111,517.94,919.63,1.2015871558293483 -2002-06-21,0.0,19.585,0.6543310185185185,493.69,1251.02,1.1366364987574917 -2002-06-22,0.0,19.845,0.6543310185185185,449.34,1427.52,1.0597782212224613 -2002-06-23,4.51,14.235,0.653848611111111,465.22,858.36,1.0121477393697664 -2002-06-24,6.28,15.065,0.653848611111111,302.98,1163.37,0.9753423670290476 -2002-06-25,0.0,14.155000000000001,0.653352662037037,484.39,923.71,0.9580221918098859 -2002-06-26,0.5,17.22,0.653352662037037,488.62,1069.85,0.9287943961275504 -2002-06-27,14.98,20.45,0.6527943287037037,298.8,1610.22,1.0218903379305448 -2002-06-28,0.85,19.509999999999998,0.6522856481481482,381.94,1548.21,0.9991576079553951 -2002-06-29,0.0,16.035,0.6520517361111111,506.13,964.98,0.949362104200305 -2002-06-30,0.0,16.765,0.6519921296296297,474.02,1111.84,0.9082266880547958 -2002-07-01,6.8,17.075000000000003,0.6518894675925926,247.57,1417.0,0.8919890237868314 -2002-07-02,19.54,21.665,0.6511538194444445,268.23,1799.32,0.9450320603955146 -2002-07-03,5.04,25.985,0.6503311342592593,293.83,2320.5,0.9222993304203646 -2002-07-04,17.52,23.23,0.6493528935185184,270.49,1974.85,0.9948275641506047 -2002-07-05,17.22,18.884999999999998,0.6482863425925927,215.73,1677.97,1.1474616082694677 -2002-07-06,10.29,14.905000000000001,0.6480008101851852,165.81,1391.9,1.1907620463173723 -2002-07-07,3.95,14.66,0.647890162037037,158.77,1396.02,1.3314884699730618 -2002-07-08,0.0,16.595,0.64678125,426.92,1241.44,1.461389784116775 -2002-07-09,4.26,19.57,0.645352199074074,319.52,1503.01,1.5696408792365362 -2002-07-10,0.0,16.015,0.6440515046296297,357.33,1315.31,1.5588157697245602 -2002-07-11,0.0,11.52,0.6438894675925926,376.76,943.18,1.5155153316766559 -2002-07-12,0.0,15.635,0.6427809027777778,413.86,1188.84,1.4938651126527034 -2002-07-13,4.91,17.995,0.6407940972222222,279.11,1436.41,1.4722148936287511 -2002-07-14,4.96,17.575,0.6399997685185186,302.63,1359.67,1.4397395650928229 -2002-07-15,8.03,18.384999999999998,0.6395354166666667,278.22,1491.59,1.4180893460688704 -2002-07-16,6.19,16.3,0.6378482638888888,309.59,1252.68,1.4289144555808466 -2002-07-17,0.0,16.244999999999997,0.6360001157407408,412.01,1243.39,1.461389784116775 -2002-07-18,0.0,17.28,0.6355359953703703,336.73,1437.44,1.4289144555808466 -2002-07-19,1.01,13.889999999999999,0.6338483796296296,458.32,937.27,1.3964391270449183 -2002-07-20,5.94,16.4,0.6319996527777777,320.11,1223.47,1.4072642365568944 -2002-07-21,0.0,16.75,0.6315355324074073,459.19,1177.89,1.3531386889970138 -2002-07-22,1.53,20.8,0.6287943287037038,412.0,1624.34,1.3098382509491096 -2002-07-23,6.59,21.939999999999998,0.628,277.19,1864.18,1.2448875938772528 -2002-07-24,1.37,13.459999999999999,0.6267813657407407,451.91,919.05,1.179936936805396 -2002-07-25,0.0,12.28,0.624052199074074,510.98,758.82,1.1041611702215632 -2002-07-26,0.0,14.48,0.6238902777777778,504.42,887.13,1.0424580460032995 -2002-07-27,2.06,15.17,0.6207944444444444,393.26,1161.74,0.9785898998826404 -2002-07-28,0.24,16.135,0.6199998842592592,335.94,1351.8,0.9179692866155742 -2002-07-29,4.4,19.8,0.6183303240740741,253.39,1741.95,0.8811639142748555 -2002-07-30,2.85,20.06,0.615999537037037,236.54,1810.69,0.8346159433733582 -2002-07-31,0.0,20.494999999999997,0.6151532407407407,372.81,1721.79,0.7815729067646752 -2002-08-01,0.0,19.16,0.6120002314814815,412.57,1475.12,0.7404374906191661 -2002-08-02,0.36,19.07,0.6115356481481482,343.37,1614.69,0.7187872715952138 -2002-08-03,4.2,19.96,0.6080510416666667,257.51,1758.27,0.6928070087664712 -2002-08-04,0.0,20.189999999999998,0.6078891203703704,437.12,1478.12,0.6505890816697643 -2002-08-05,0.0,20.655,0.6042853009259259,369.4,1725.14,0.6181137531338359 -2002-08-06,0.41,16.35,0.6039916666666666,437.81,1159.5,0.5661532274763506 -2002-08-07,1.86,15.004999999999999,0.6002854166666667,325.08,1233.47,0.5152752127700628 -2002-08-08,0.0,13.485,0.5999998842592592,439.41,960.02,0.4892949499413202 -2002-08-09,0.0,13.79,0.5962851851851851,462.17,919.78,0.4611496652101823 -2002-08-10,0.0,18.67,0.5959997685185184,409.55,1393.43,0.4362519133326373 -2002-08-11,0.0,20.46,0.5920523148148148,410.11,1546.12,0.4167667162110803 -2002-08-12,0.0,22.275,0.591992824074074,435.64,1598.11,0.39295147528473284 -2002-08-13,0.0,23.265,0.5880002314814815,413.58,1763.98,0.3680537234071878 -2002-08-14,0.0,24.07,0.5879922453703703,422.21,1780.38,0.35073354818802605 -2002-08-15,0.0,24.79,0.5840005787037037,387.18,2001.76,0.33557839487125946 -2002-08-16,0.06,24.05,0.5835359953703704,377.79,1938.82,0.3139281758473072 -2002-08-17,0.0,23.5,0.5800003472222222,347.77,1976.34,0.29444297872575026 -2002-08-18,3.16,19.975,0.5787818287037036,418.99,1325.17,0.29336046777455266 -2002-08-19,21.63,20.25,0.5760005787037037,299.01,1496.91,0.2890304239697622 -2002-08-20,0.0,17.565,0.5738478009259259,374.51,1330.13,0.2619676501898219 -2002-08-21,0.0,15.135,0.5719994212962963,443.74,957.19,0.2446474749706601 -2002-08-22,2.68,16.259999999999998,0.5680513888888888,348.29,1153.09,0.23598738736107921 -2002-08-23,3.18,12.505,0.5679997685185185,299.64,953.13,0.21974972309311505 -2002-08-24,0.0,13.88,0.5639996527777777,426.94,923.94,0.21000712453233655 -2002-08-25,0.0,15.934999999999999,0.5639916666666667,401.92,1127.98,0.19918201502036048 -2002-08-26,0.0,14.950000000000001,0.56,434.22,944.34,0.18835690550838435 -2002-08-27,0.0,15.075,0.558330324074074,404.81,1031.8,0.16995421933802496 -2002-08-28,0.0,12.255,0.5560002314814815,415.1,822.29,0.15804659887485123 -2002-08-29,0.0,14.035,0.5520519675925926,423.19,898.81,0.1537165550700608 -2002-08-30,0.0,14.235,0.5520004629629629,389.44,976.8,0.1450564674604799 -2002-08-31,0.0,9.8,0.5479999999999999,444.05,600.54,0.13206633604610857 -2002-09-01,0.0,12.809999999999999,0.5479921296296296,442.21,724.96,0.1255712703389229 -2002-09-02,0.0,15.935,0.5439997685185185,396.91,1019.92,0.12232373748533006 -2002-09-03,0.0,16.74,0.540794212962963,362.23,1173.95,0.11691118272934199 -2002-09-04,9.21,17.785,0.54,189.18,1503.55,0.11907620463173722 -2002-09-05,0.0,16.72,0.5359994212962963,277.19,1353.24,0.1071685841685635 -2002-09-06,0.0,13.875,0.5359994212962963,300.31,1087.92,0.09309594180299456 -2002-09-07,0.0,16.835,0.5319998842592593,317.01,1274.02,0.09309594180299456 -2002-09-08,0.0,18.405,0.5298482638888888,347.13,1313.18,0.09201343085179695 -2002-09-09,5.28,22.255,0.5279998842592593,231.81,1762.7,0.09201343085179695 -2002-09-10,0.0,22.990000000000002,0.5240002314814816,342.95,1701.3,0.09093091990059934 -2002-09-11,21.99,16.73,0.5240002314814816,248.54,1207.08,0.11474616082694677 -2002-09-12,28.67,8.775,0.520000462962963,178.47,848.28,0.1840268617035939 -2002-09-13,5.8,9.325,0.5183310185185186,252.24,720.26,0.16995421933802496 -2002-09-14,7.17,10.035,0.5159998842592592,288.9,657.98,0.1547990660212584 -2002-09-15,5.81,13.07,0.511999537037037,204.68,1054.22,0.16562417553323452 -2002-09-16,6.04,10.01,0.511999537037037,203.54,859.08,0.16021162077724646 -2002-09-17,0.0,10.375,0.5079996527777778,290.81,855.31,0.1547990660212584 -2002-09-18,0.0,9.719999999999999,0.5067805555555556,371.75,649.51,0.14397395650928227 -2002-09-19,0.0,11.15,0.503999537037037,383.12,682.23,0.14072642365568944 -2002-09-20,0.03,16.29,0.4999997685185186,310.93,1187.32,0.13964391270449183 -2002-09-21,0.0,20.064999999999998,0.4999997685185186,229.21,1727.04,0.1385614017532942 -2002-09-22,4.32,20.085,0.4959997685185185,205.69,1589.21,0.14289144555808467 -2002-09-23,3.5,17.18,0.49366840277777774,129.48,1571.41,0.1569640879236536 -2002-09-24,0.0,11.465,0.4919994212962963,340.56,790.07,0.14722148936287513 -2002-09-25,0.0,10.55,0.48800034722222224,352.1,711.35,0.14397395650928227 -2002-09-26,0.0,11.9,0.48800034722222224,351.16,756.45,0.14180893460688707 -2002-09-27,0.42,11.95,0.4840002314814815,320.92,819.72,0.13964391270449183 -2002-09-28,8.22,10.59,0.48167002314814816,192.96,884.57,0.14289144555808467 -2002-09-29,0.0,5.0600000000000005,0.4800005787037037,317.89,519.4,0.1353138688997014 -2002-09-30,0.29,5.449999999999999,0.4760001157407408,318.12,520.02,0.13098382509491094 -2002-10-01,5.4,11.424999999999999,0.4760001157407408,219.08,862.65,0.13423135794850377 -2002-10-02,0.61,16.66,0.4719996527777777,224.22,1368.81,0.13098382509491094 -2002-10-03,0.0,10.805,0.4701513888888889,317.54,757.4,0.12124122653413244 -2002-10-04,0.0,3.8200000000000003,0.46799976851851854,331.24,440.0,0.11907620463173722 -2002-10-05,4.19,11.89,0.463999537037037,206.05,896.6,0.1277362922413181 -2002-10-06,0.0,8.104999999999999,0.463999537037037,326.7,572.61,0.10933360607095871 -2002-10-07,0.0,5.67,0.46,257.95,601.23,0.10933360607095871 -2002-10-08,0.0,4.305000000000001,0.45920532407407405,256.25,548.54,0.10067351846137784 -2002-10-09,0.0,0.9099999999999997,0.45599953703703705,265.69,413.39,0.09201343085179695 -2002-10-10,3.8,2.49,0.45200810185185186,139.36,551.19,0.0963434746565874 -2002-10-11,0.73,5.470000000000001,0.452,137.56,727.41,0.09742598560778501 -2002-10-12,0.0,8.325,0.4480001157407407,209.92,787.78,0.09417845275419218 -2002-10-13,0.69,7.92,0.4480001157407407,269.71,645.6,0.0963434746565874 -2002-10-14,6.25,6.075,0.4440001157407408,188.37,608.58,0.10067351846137784 -2002-10-15,0.0,1.2399999999999998,0.44166932870370373,263.77,411.69,0.09201343085179695 -2002-10-16,0.7,1.2699999999999996,0.4400003472222222,260.5,404.61,0.09093091990059934 -2002-10-17,14.09,3.8099999999999996,0.43611064814814815,131.23,601.87,0.14938651126527036 -2002-10-18,4.49,3.98,0.43600011574074077,103.86,640.0,0.19052192741077956 -2002-10-19,7.65,1.0099999999999998,0.43200000000000005,144.29,479.99,0.17536677409401302 -2002-10-20,9.63,1.0899999999999999,0.43194837962962956,110.55,527.93,0.19052192741077956 -2002-10-21,0.0,-0.3749999999999999,0.428,104.08,507.72,0.19918201502036048 -2002-10-22,0.0,0.14500000000000002,0.4261517361111111,140.02,492.77,0.20134703692275568 -2002-10-23,1.14,0.635,0.42400011574074076,143.85,506.67,0.20675959167874372 -2002-10-24,1.72,1.175,0.42121863425925926,121.59,553.19,0.2165021902395222 -2002-10-25,2.24,1.9449999999999998,0.41999976851851856,133.04,560.0,0.22624478880030072 -2002-10-26,2.94,1.3,0.4164640046296296,132.9,531.54,0.23706989831227682 -2002-10-27,8.7,0.6849999999999999,0.4159996527777778,73.51,560.0,0.26738020494580994 -2002-10-28,0.0,0.875,0.4121109953703704,99.98,567.16,0.2890304239697622 -2002-10-29,0.0,-0.45500000000000007,0.41200046296296294,174.57,452.89,0.27928782540898367 -2002-10-30,0.0,-2.1100000000000003,0.4080084490740741,200.61,378.19,0.27495778160419326 -2002-10-31,0.0,-3.715,0.40794895833333333,235.6,289.83,0.27820531445778607 -2002-11-01,3.15,-3.1100000000000003,0.40399999999999997,177.78,353.12,0.27928782540898367 -2002-11-02,2.45,-5.265000000000001,0.4037145833333334,192.81,292.06,0.2760402925553908 -2002-11-03,1.91,-6.96,0.40000023148148145,219.55,248.76,0.2706277377994028 -2002-11-04,0.0,-8.535,0.39971435185185183,267.14,200.0,0.2695452268482052 -2002-11-05,1.61,-5.705,0.3960082175925926,246.81,265.49,0.272792759701798 -2002-11-06,6.93,-2.09,0.39571446759259266,119.19,430.86,0.2803703363601813 -2002-11-07,6.28,-4.255,0.3921108796296296,155.74,327.51,0.27928782540898367 -2002-11-08,0.0,-8.76,0.3919487268518519,271.56,162.51,0.2760402925553908 -2002-11-09,0.0,-2.125,0.3884644675925926,211.56,373.71,0.27928782540898367 -2002-11-10,0.0,2.605,0.38799999999999996,173.7,570.42,0.2771228035065884 -2002-11-11,0.21,9.39,0.3848466435185185,230.44,758.13,0.30093804443293587 -2002-11-12,2.93,7.02,0.3840003472222222,188.03,642.2,0.3420734605784451 -2002-11-13,6.33,1.775,0.38166932870370374,82.13,594.81,0.3637236796023974 -2002-11-14,0.46,1.7449999999999999,0.3799997685185186,118.94,591.75,0.38753892052874483 -2002-11-15,0.39,1.0300000000000002,0.37920590277777777,194.27,470.11,0.4081066286014994 -2002-11-16,0.0,-4.275,0.37611087962962964,221.9,274.4,0.4081066286014994 -2002-11-17,8.21,-5.775,0.3759486111111111,157.52,282.76,0.4167667162110803 -2002-11-18,18.27,-3.9,0.37321898148148147,50.63,429.53,0.4611496652101823 -2002-11-19,5.55,-6.885,0.3719998842592593,142.8,258.29,0.4979550375509011 -2002-11-20,1.0,-3.435,0.37120578703703705,169.84,359.14,0.5174402346724581 -2002-11-21,0.0,-1.04,0.3684645833333333,161.39,440.0,0.520687767526051 -2002-11-22,8.57,0.6,0.3680003472222222,88.83,532.92,0.5423379865500033 -2002-11-23,13.31,0.8049999999999999,0.36615196759259255,75.55,560.0,0.7555926439359325 -2002-11-24,1.49,-2.24,0.3644642361111111,106.09,432.18,0.8421935200317415 -2002-11-25,0.0,-2.82,0.36400011574074076,106.38,430.4,0.915804264713179 -2002-11-26,0.0,-5.52,0.3621513888888889,185.06,276.14,0.9688473013218619 -2002-11-27,0.0,-5.975,0.3604638888888889,153.79,282.08,1.002405140808988 -2002-11-28,0.0,-10.25,0.3599998842592593,159.75,201.66,1.0002401189065926 -2002-11-29,0.15,-12.34,0.35920578703703704,195.96,160.0,1.0067351846137784 -2002-11-30,2.79,-8.11,0.3572189814814815,149.75,231.71,1.0208078269793472 -2002-12-01,8.51,-4.645,0.35611041666666665,104.51,333.72,1.0262203817353355 -2002-12-02,4.13,-8.965,0.3559483796296296,134.54,208.43,1.0218903379305448 -2002-12-03,0.0,-14.655000000000001,0.3546476851851852,190.04,120.0,1.002405140808988 -2002-12-04,0.0,-15.575,0.35321898148148145,160.4,120.21,0.9894150093946166 -2002-12-05,0.0,-15.705,0.35211030092592593,195.0,120.0,0.9547746589562931 -2002-12-06,0.0,-13.385,0.35199988425925927,195.19,122.33,0.9168867756643766 -2002-12-07,0.04,-8.795,0.35171423611111113,171.03,200.36,0.8930715347380292 -2002-12-08,1.48,-5.11,0.3506474537037037,123.53,327.47,0.8670912719092866 -2002-12-09,0.0,-15.79,0.34966921296296294,203.76,79.89,0.8335334324221606 -2002-12-10,0.0,-12.695,0.3488465277777778,184.64,132.62,0.8086356805446154 -2002-12-11,0.0,-7.01,0.3481105324074074,149.85,260.94,0.7772428629598849 -2002-12-12,0.0,-5.8,0.3480079861111111,170.0,258.7,0.749097578228747 -2002-12-13,0.0,-5.87,0.34794849537037037,173.8,246.03,0.7274473592047948 -2002-12-14,6.28,-3.6550000000000002,0.34771435185185184,90.6,363.48,0.7122922058880281 -2002-12-15,10.8,-2.57,0.3472057870370371,65.16,440.0,0.7382724687167708 -2002-12-16,0.0,-6.335,0.3466476851851852,137.85,280.0,0.7436850234727588 -2002-12-17,0.0,-11.870000000000001,0.3466476851851852,156.5,171.71,0.7177047606440161 -2002-12-18,0.0,-11.87,0.3461518518518519,173.37,153.42,0.7090446730344352 -2002-12-19,0.0,-10.604999999999999,0.3461518518518519,191.29,124.14,0.6960545416200639 -2002-12-20,8.77,-5.22,0.3456693287037037,142.64,270.36,0.6928070087664712 -2002-12-21,16.18,-1.39,0.3456693287037037,75.6,443.87,0.7220348044488065 -2002-12-22,0.0,-1.5799999999999998,0.3461518518518519,75.37,467.45,0.720952293497609 -2002-12-23,0.0,-2.5349999999999997,0.3461518518518519,87.96,424.16,0.7133747168392256 -2002-12-24,2.18,-7.08,0.3461518518518519,130.74,257.66,0.7090446730344352 -2002-12-25,0.0,-11.98,0.3466476851851852,174.2,159.25,0.7047146292296448 -2002-12-26,0.0,-9.665,0.3472057870370371,135.48,211.02,0.6982195635224592 -2002-12-27,0.0,-11.235,0.34771435185185184,142.7,184.99,0.6895594759128783 -2002-12-28,0.0,-11.595,0.34794849537037037,178.06,159.06,0.6830644102056928 -2002-12-29,0.0,-8.04,0.34800000000000003,139.2,240.0,0.6765693444985069 -2002-12-30,0.0,-12.364999999999998,0.3480079861111111,176.4,146.79,0.6700742787913213 -2002-12-31,1.37,-14.35,0.3484641203703704,179.67,114.35,0.6668267459377285 -2003-01-01,5.66,-6.984999999999999,0.34921886574074074,137.16,203.94,0.6624967021329381 -2003-01-02,0.0,-11.995,0.35015162037037034,170.15,154.38,0.6722393006937165 -2003-01-03,0.0,-14.09,0.35120578703703703,179.43,119.95,0.6462590378649739 -2003-01-04,0.0,-11.38,0.3519482638888889,154.68,164.01,0.6191962640850336 -2003-01-05,0.0,-8.629999999999999,0.35200787037037035,124.94,240.0,0.6062061326706623 -2003-01-06,0.0,-7.904999999999999,0.35284641203703704,130.93,240.09,0.5878034465003028 -2003-01-07,0.0,-9.775,0.3541518518518519,149.01,200.23,0.5694007603299435 -2003-01-08,0.2,-13.125,0.35571446759259256,183.48,125.21,0.545585519403596 -2003-01-09,0.0,-16.09,0.35600000000000004,182.23,114.49,0.5315128770380272 -2003-01-10,0.0,-18.04,0.3564643518518519,199.21,80.0,0.5174402346724581 -2003-01-11,0.0,-19.38,0.35815185185185183,184.03,79.96,0.501202570404494 -2003-01-12,0.0,-16.975,0.3599482638888889,161.77,120.0,0.4914599718437154 -2003-01-13,0.49,-15.47,0.36000787037037035,165.86,119.45,0.4752223075757513 -2003-01-14,2.08,-17.59,0.36121863425925926,165.77,118.14,0.4589846433077871 -2003-01-15,0.0,-21.335,0.3637142361111111,203.72,78.33,0.45140706664940383 -2003-01-16,0.0,-20.595,0.36400011574074076,182.66,80.0,0.4416644680886253 -2003-01-17,0.29,-20.509999999999998,0.36521898148148146,188.57,79.75,0.4330043804790444 -2003-01-18,0.0,-23.55,0.36771435185185186,235.56,40.0,0.4232617819182659 -2003-01-19,0.0,-18.96,0.3680083333333333,230.75,80.0,0.41027165050389464 -2003-01-20,1.0,-15.739999999999998,0.3696696759259259,206.97,119.65,0.3972815190895233 -2003-01-21,0.0,-17.695,0.3719483796296296,166.84,118.04,0.38970394243114004 -2003-01-22,0.0,-22.265,0.37211041666666667,166.99,80.0,0.37887883291916397 -2003-01-23,0.0,-19.134999999999998,0.3746479166666667,179.61,88.36,0.3615586577000021 -2003-01-24,0.0,-19.155,0.3760002314814815,205.19,80.85,0.35073354818802605 -2003-01-25,0.0,-19.009999999999998,0.3772188657407407,232.04,80.0,0.3399084386760499 -2003-01-26,0.0,-12.69,0.3799997685185186,203.42,158.14,0.3290833291640738 -2003-01-27,2.97,-14.58,0.3804640046296296,180.86,115.89,0.31717570870090006 -2003-01-28,0.0,-21.17,0.383714699074074,236.06,74.56,0.3204232415544929 -2003-01-29,0.0,-17.490000000000002,0.38400833333333334,259.67,81.26,0.3225882634568881 -2003-01-30,0.0,-15.725,0.3866476851851852,276.78,80.0,0.311763153944912 -2003-01-31,0.0,-12.1,0.38799999999999996,274.67,120.0,0.30093804443293587 -2003-02-01,0.0,-7.664999999999999,0.3901519675925926,281.22,160.3,0.28794791301856454 -2003-02-02,17.28,-5.409999999999999,0.39200034722222227,180.15,257.33,0.31501068679850486 -2003-02-03,17.79,-5.455,0.3936696759259259,139.33,299.84,0.35614610294401405 -2003-02-04,10.02,-10.649999999999999,0.39600023148148145,233.96,151.05,0.38753892052874483 -2003-02-05,13.01,-11.105,0.3972188657407407,190.27,160.0,0.4059416066991042 -2003-02-06,0.0,-17.805,0.40000023148148145,248.41,84.55,0.40269407384551137 -2003-02-07,0.0,-18.02,0.4012189814814815,288.49,80.0,0.39511649718712805 -2003-02-08,0.0,-17.634999999999998,0.40399999999999997,321.83,79.77,0.37996134387036146 -2003-02-09,0.0,-12.155,0.40521898148148144,291.35,137.82,0.364806190553595 -2003-02-10,0.0,-14.57,0.4080003472222223,335.69,80.0,0.3496510372368284 -2003-02-11,1.14,-16.08,0.40966990740740744,325.39,80.0,0.33557839487125946 -2003-02-12,0.49,-21.645,0.41200046296296294,326.57,40.0,0.325835796310481 -2003-02-13,0.0,-22.17,0.41464768518518513,304.8,41.5,0.31717570870090006 -2003-02-14,0.0,-27.185,0.4159996527777778,221.01,40.0,0.3095981320425168 -2003-02-15,0.0,-26.740000000000002,0.419205324074074,221.69,40.0,0.3020205553841335 -2003-02-16,0.0,-25.439999999999998,0.41999976851851856,274.67,40.0,0.2955254896769478 -2003-02-17,0.0,-23.685,0.42400011574074076,358.66,40.0,0.29985553348173827 -2003-02-18,0.0,-15.690000000000001,0.42400011574074076,359.31,80.05,0.29660800062814546 -2003-02-19,0.71,-10.685,0.428,346.01,139.59,0.2911954458721574 -2003-02-20,0.63,-4.875,0.42846388888888887,261.24,285.84,0.29769051157934306 -2003-02-21,0.0,-4.845,0.43200000000000005,251.66,291.31,0.29336046777455266 -2003-02-22,1.96,-10.705,0.4336695601851852,245.4,180.5,0.28794791301856454 -2003-02-23,9.99,-10.3,0.43600011574074077,165.56,202.52,0.3041855772865288 -2003-02-24,7.22,-12.424999999999999,0.4399488425925926,237.37,153.12,0.3215057525056905 -2003-02-25,0.61,-15.844999999999999,0.4400003472222222,310.65,116.63,0.31717570870090006 -2003-02-26,0.0,-21.695,0.4440001157407408,372.23,45.53,0.311763153944912 -2003-02-27,0.0,-21.09,0.4440081018518519,426.04,40.0,0.3041855772865288 -2003-02-28,0.0,-16.48,0.4480001157407407,432.83,78.17,0.29769051157934306 -2003-03-01,0.0,-13.22,0.4501516203703704,447.24,80.0,0.2911954458721574 -2003-03-02,2.6,-6.7,0.452,338.21,202.28,0.28578289111616934 -2003-03-03,5.55,-13.899999999999999,0.45599953703703705,329.87,81.23,0.2911954458721574 -2003-03-04,0.0,-20.475,0.45599953703703705,362.15,78.3,0.2825353582625765 -2003-03-05,4.56,-14.940000000000001,0.46,260.89,120.0,0.28578289111616934 -2003-03-06,5.03,-13.395,0.4604638888888889,233.21,145.81,0.28578289111616934 -2003-03-07,0.0,-16.87,0.463999537037037,452.07,80.0,0.2825353582625765 -2003-03-08,0.0,-10.075,0.46799976851851854,389.02,161.85,0.28794791301856454 -2003-03-09,6.64,-7.895,0.46799976851851854,299.8,187.01,0.28578289111616934 -2003-03-10,1.16,-17.17,0.4719996527777777,475.91,62.54,0.28794791301856454 -2003-03-11,0.0,-15.985,0.4719996527777777,424.38,82.87,0.29336046777455266 -2003-03-12,1.15,-8.56,0.4760001157407408,376.0,200.03,0.28794791301856454 -2003-03-13,0.0,-12.61,0.4800005787037037,472.12,111.34,0.2825353582625765 -2003-03-14,0.0,-16.915,0.4800005787037037,408.88,84.86,0.2825353582625765 -2003-03-15,0.0,-16.95,0.4840002314814815,498.94,80.0,0.2911954458721574 -2003-03-16,0.0,-9.225,0.4840002314814815,459.75,159.37,0.28794791301856454 -2003-03-17,4.04,-4.5200000000000005,0.48800034722222224,231.71,296.58,0.28794791301856454 -2003-03-18,0.0,-6.505,0.4919994212962963,343.37,248.02,0.28578289111616934 -2003-03-19,0.0,-9.905,0.4919994212962963,478.11,148.88,0.2825353582625765 -2003-03-20,0.0,-6.925000000000001,0.4959997685185185,524.48,157.41,0.2955254896769478 -2003-03-21,10.52,0.8599999999999999,0.4959997685185185,311.59,389.35,0.3139281758473072 -2003-03-22,3.88,1.275,0.4999997685185186,231.27,496.05,0.31934073060329526 -2003-03-23,0.56,0.8199999999999998,0.503999537037037,344.14,439.9,0.3074331101401216 -2003-03-24,0.0,-0.47499999999999964,0.503999537037037,375.03,381.88,0.2955254896769478 -2003-03-25,0.0,1.22,0.5079996527777778,293.85,491.62,0.28794791301856454 -2003-03-26,3.71,1.145,0.5079996527777778,159.41,543.9,0.2825353582625765 -2003-03-27,4.76,1.5250000000000001,0.511999537037037,193.49,526.96,0.29336046777455266 -2003-03-28,0.0,0.25,0.5159998842592592,423.26,392.71,0.3409909496272475 -2003-03-29,0.66,4.1850000000000005,0.5159998842592592,378.76,557.57,0.40702411765030183 -2003-03-30,7.77,2.465,0.520000462962963,331.89,458.42,0.4947075046973083 -2003-03-31,7.47,-3.7849999999999997,0.520000462962963,260.2,330.91,0.6029585998170693 -2003-04-01,0.45,-8.665,0.5240002314814816,426.96,204.43,0.749097578228747 -2003-04-02,0.0,-8.785,0.5279998842592593,564.04,159.74,0.8941540456892267 -2003-04-03,0.0,-6.42,0.5279998842592593,503.67,224.27,0.9969925860529997 -2003-04-04,0.0,-9.77,0.5319998842592593,511.75,159.07,1.0781809073928208 -2003-04-05,0.79,-11.670000000000002,0.5319998842592593,481.3,145.52,1.1366364987574917 -2003-04-06,3.49,-6.9399999999999995,0.5359994212962963,243.73,280.0,1.1474616082694677 -2003-04-07,0.0,-7.765000000000001,0.5395353009259259,464.4,211.13,1.1474616082694677 -2003-04-08,0.0,-7.29,0.54,559.13,194.2,1.1041611702215632 -2003-04-09,0.0,-3.905,0.5439997685185185,605.84,222.79,1.057613199320066 -2003-04-10,0.0,-0.5600000000000005,0.5439997685185185,613.37,275.34,1.0067351846137784 -2003-04-11,0.0,3.7850000000000006,0.5479999999999999,570.93,422.28,1.1041611702215632 -2003-04-12,0.0,4.7749999999999995,0.5498481481481481,570.24,452.27,1.277362922413181 -2003-04-13,0.0,1.9000000000000004,0.5520004629629629,545.46,405.06,1.4722148936287511 -2003-04-14,0.0,-2.4949999999999997,0.5559922453703704,577.52,276.74,1.5912910982604884 -2003-04-15,0.0,3.5600000000000005,0.5560002314814815,442.08,556.98,1.7753179599640823 -2003-04-16,1.2,1.02,0.56,510.79,419.21,2.035120588251509 -2003-04-17,0.0,-8.41,0.5600517361111111,584.72,180.33,2.1650219023952224 -2003-04-18,0.0,-6.215,0.5639996527777777,619.93,194.21,2.33822365458684 -2003-04-19,0.0,3.4750000000000005,0.5663305555555556,526.9,487.29,2.522250516290434 -2003-04-20,0.23,6.105,0.5679997685185185,484.47,622.79,2.7712280350658847 -2003-04-21,0.0,7.109999999999999,0.5715351851851852,513.07,624.39,3.1609319774970244 -2003-04-22,1.11,8.885,0.5719994212962963,502.85,664.9,3.9728151908952327 -2003-04-23,7.4,7.16,0.5760005787037037,304.05,745.29,5.445030084523984 -2003-04-24,6.97,3.04,0.5760005787037037,199.37,622.45,6.906419868640759 -2003-04-25,5.86,1.6849999999999998,0.5800003472222222,228.9,555.03,7.65335242496711 -2003-04-26,3.19,2.375,0.5807946759259259,418.28,485.08,7.9672806008144175 -2003-04-27,7.56,4.545,0.5840005787037037,320.85,603.1,8.324509214709629 -2003-04-28,1.22,5.055,0.5853530092592593,407.88,612.49,8.367809652757535 -2003-04-29,2.32,6.449999999999999,0.5880002314814815,467.64,634.81,8.302858995685677 -2003-04-30,0.0,3.41,0.5903311342592593,564.65,469.63,8.23790833861382 -2003-05-01,3.29,1.625,0.5920008101851852,485.77,438.89,8.097181914958131 -2003-05-02,9.8,3.045,0.5943310185185184,225.99,612.24,8.053881476910227 -2003-05-03,3.85,2.6799999999999997,0.5959997685185184,382.08,498.9,7.859029505694657 -2003-05-04,0.0,5.27,0.5987809027777777,617.98,471.13,7.588401767895255 -2003-05-05,0.0,6.555000000000001,0.5999998842592592,659.99,412.34,7.328599139607827 -2003-05-06,0.0,8.045,0.6027810185185185,592.59,550.02,7.068796511320401 -2003-05-07,16.63,7.165,0.6039996527777778,302.34,754.23,7.361074468143755 -2003-05-08,2.6,5.215,0.6063304398148148,415.63,591.85,7.231173154000042 -2003-05-09,0.0,5.665,0.6079995370370371,559.38,534.21,6.982195635224592 -2003-05-10,3.53,4.9750000000000005,0.6098476851851852,311.56,645.48,6.744043225961117 -2003-05-11,4.79,5.425000000000001,0.6120002314814815,359.72,651.62,6.538366145233571 -2003-05-12,6.94,6.875,0.6133524305555556,340.49,719.38,6.300213735970097 -2003-05-13,6.66,3.54,0.6159914351851852,232.78,644.46,6.072886436218599 -2003-05-14,3.2,5.5200000000000005,0.6162851851851852,257.46,721.02,5.8563842459790765 -2003-05-15,0.0,5.88,0.6195356481481481,566.37,584.91,5.59658161769165 -2003-05-16,0.0,7.205000000000001,0.6199998842592592,664.31,468.61,5.271828332332366 -2003-05-17,0.0,10.265,0.6227818287037037,684.1,480.16,4.947075046973083 -2003-05-18,0.0,14.155000000000001,0.6240006944444445,681.5,579.15,4.611496652101823 -2003-05-19,0.0,16.63,0.6253526620370371,670.7,690.56,4.308393585766492 -2003-05-20,0.0,17.585,0.6278895833333333,663.45,738.5,4.048590957479066 -2003-05-21,0.0,15.86,0.6280518518518519,644.87,743.65,3.7671381101676866 -2003-05-22,0.73,8.565000000000001,0.6303303240740741,612.21,559.81,3.518160591392236 -2003-05-23,0.29,9.254999999999999,0.6319916666666667,458.49,806.43,3.3016584011527144 -2003-05-24,0.0,9.625,0.6322856481481481,409.71,888.82,3.074331101401216 -2003-05-25,1.46,11.575000000000001,0.6347809027777778,488.45,860.04,2.8903042396976217 -2003-05-26,0.0,10.559999999999999,0.6360001157407408,518.39,750.93,2.6954522684820517 -2003-05-27,0.0,13.995000000000001,0.6362856481481481,538.26,862.79,2.53307562580241 -2003-05-28,0.0,12.775,0.6387810185185185,635.16,578.46,2.3923492021467205 -2003-05-29,6.76,13.604999999999999,0.6399917824074074,357.83,1033.69,2.3057483260509115 -2003-05-30,5.62,11.115,0.6400512731481481,258.35,1015.78,2.229972559467079 -2003-05-31,8.11,12.095,0.6418483796296296,291.66,1045.58,2.229972559467079 -2003-06-01,5.2,12.055,0.6435354166666667,297.27,1045.22,2.1758470119071984 -2003-06-02,9.25,10.49,0.6439998842592592,296.16,924.07,2.1758470119071984 -2003-06-03,0.0,8.435,0.6442856481481481,539.32,645.41,2.132546573859294 -2003-06-04,0.0,8.87,0.6458482638888889,619.72,510.64,2.0567708072754614 -2003-06-05,0.0,11.72,0.6471538194444444,601.43,631.55,1.9809950406916284 -2003-06-06,21.31,13.370000000000001,0.6479927083333333,367.34,998.68,2.0784210262994134 -2003-06-07,0.0,11.94,0.6480521990740741,601.61,651.27,2.132546573859294 -2003-06-08,0.0,15.490000000000002,0.6487947916666666,502.53,1038.35,2.121721464347318 -2003-06-09,2.34,15.305,0.6498487268518519,339.31,1292.06,2.121721464347318 -2003-06-10,3.22,13.5,0.6507814814814814,240.81,1212.05,2.0784210262994134 -2003-06-11,6.7,11.330000000000002,0.6515357638888889,344.39,892.76,2.045945697763485 -2003-06-12,9.72,11.975000000000001,0.6519921296296297,317.23,962.97,2.013470369227557 -2003-06-13,0.0,11.29,0.6520001157407407,571.13,662.77,1.9485197121557 -2003-06-14,7.56,12.780000000000001,0.6520517361111111,318.83,992.08,1.9160443836197718 -2003-06-15,7.19,8.735,0.6522856481481482,209.02,896.35,1.9052192741077956 -2003-06-16,2.79,9.695,0.6527943287037037,466.8,656.72,1.861918836059891 -2003-06-17,0.0,15.285,0.653352662037037,552.24,881.25,1.8077932885000105 -2003-06-18,0.0,18.77,0.653848611111111,501.64,1243.6,1.742842631428154 -2003-06-19,0.0,18.24,0.653848611111111,467.13,1313.98,1.6778919743562972 -2003-06-20,2.14,15.469999999999999,0.653848611111111,440.62,979.68,1.5912910982604884 -2003-06-21,0.0,16.3,0.6543310185185185,549.48,861.36,1.5046902221646794 -2003-06-22,0.0,19.65,0.6543310185185185,528.41,1082.87,1.4180893460688704 -2003-06-23,0.72,20.485,0.653848611111111,427.3,1451.28,1.3423135794850378 -2003-06-24,4.48,21.54,0.653848611111111,304.85,1770.46,1.277362922413181 -2003-06-25,0.0,23.655,0.653352662037037,464.12,1594.85,1.2015871558293483 -2003-06-26,0.0,25.065,0.653352662037037,436.94,1833.21,1.1366364987574917 -2003-06-27,0.0,25.6,0.6527943287037037,412.49,2021.8,1.0641082650272518 -2003-06-28,0.0,21.509999999999998,0.6522856481481482,469.17,1379.13,0.9915800312970118 -2003-06-29,0.0,18.285,0.6520517361111111,474.59,1116.48,0.9320419289811432 -2003-06-30,9.68,19.94,0.6519921296296297,268.69,1600.98,0.915804264713179 -2003-07-01,4.62,16.485,0.6518894675925926,313.29,1186.85,0.8757513595188674 -2003-07-02,5.1,15.165,0.6511538194444445,294.53,1133.34,0.8789988923724602 -2003-07-03,12.6,16.975,0.6503311342592593,269.2,1332.14,0.9309594180299455 -2003-07-04,9.11,20.285,0.6493528935185184,223.9,1762.69,0.9872499874922213 -2003-07-05,3.64,21.505,0.6482863425925927,257.65,1798.26,0.9948275641506047 -2003-07-06,0.0,19.645,0.6480008101851852,409.26,1463.6,0.9688473013218619 -2003-07-07,0.0,16.705,0.647890162037037,459.33,1120.77,0.9331244399323408 -2003-07-08,6.72,18.22,0.64678125,282.23,1410.84,0.915804264713179 -2003-07-09,8.32,16.505,0.645352199074074,297.73,1241.26,0.8681737828604842 -2003-07-10,0.0,14.055,0.6440515046296297,458.39,927.45,0.8075531695934178 -2003-07-11,1.06,15.115,0.6438894675925926,352.59,1163.68,0.7859029505694657 -2003-07-12,3.71,15.125,0.6427809027777778,196.68,1336.66,0.7750778410574897 -2003-07-13,6.04,18.285,0.6407940972222222,230.33,1562.88,0.7837379286670705 -2003-07-14,0.55,17.525,0.6399997685185186,380.05,1318.96,0.7393549796679684 -2003-07-15,0.0,18.46,0.6395354166666667,444.01,1271.35,0.710127183985633 -2003-07-16,0.0,18.98,0.6378482638888888,409.99,1390.51,0.6863119430592853 -2003-07-17,1.35,19.865,0.6360001157407408,341.31,1631.43,0.6592491692793452 -2003-07-18,1.29,18.55,0.6355359953703703,346.09,1498.62,0.6213612859874288 -2003-07-19,0.0,15.71,0.6338483796296296,401.75,1177.91,0.589968468402698 -2003-07-20,0.0,16.995,0.6319996527777777,350.6,1367.78,0.5607406727203627 -2003-07-21,12.74,17.759999999999998,0.6315355324074073,243.5,1472.49,0.5488330522571889 -2003-07-22,21.12,18.05,0.6287943287037038,188.59,1644.05,0.628938862645812 -2003-07-23,10.03,17.64,0.628,149.67,1712.4,0.7047146292296448 -2003-07-24,19.23,16.96,0.6267813657407407,110.65,1719.39,0.8605962062021009 -2003-07-25,11.34,18.9,0.624052199074074,157.09,1831.99,1.1041611702215632 -2003-07-26,5.25,19.64,0.6238902777777778,222.29,1773.32,1.1474616082694677 -2003-07-27,8.4,18.57,0.6207944444444444,190.61,1743.27,1.2990131414371333 -2003-07-28,7.41,16.355,0.6199998842592592,254.24,1435.67,1.36396379850899 -2003-07-29,0.0,15.34,0.6183303240740741,349.59,1320.14,1.3856140175329423 -2003-07-30,0.37,15.835,0.615999537037037,465.13,1136.79,1.461389784116775 -2003-07-31,12.92,17.315,0.6151532407407407,348.79,1244.95,1.6345915363083927 -2003-08-01,0.0,18.805,0.6120002314814815,457.5,1368.63,1.656241755332345 -2003-08-02,0.0,18.295,0.6115356481481482,413.49,1431.99,1.7320175219161775 -2003-08-03,0.0,19.295,0.6080510416666667,366.64,1626.68,1.6995421933802495 -2003-08-04,4.74,20.235,0.6078891203703704,293.95,1794.54,1.6887170838682732 -2003-08-05,25.22,18.52,0.6042853009259259,140.96,1846.75,2.359873873610792 -2003-08-06,14.4,18.185,0.6039916666666666,202.84,1705.68,3.1609319774970244 -2003-08-07,4.77,20.47,0.6002854166666667,216.81,1926.42,3.788788329191639 -2003-08-08,7.38,22.44,0.5999998842592592,230.35,2137.83,4.135191833574875 -2003-08-09,16.87,21.325,0.5962851851851851,266.6,1969.1,4.892949499413202 -2003-08-10,17.07,20.485,0.5959997685185184,243.69,1878.05,5.369254317940151 -2003-08-11,20.08,21.240000000000002,0.5920523148148148,222.13,2033.78,6.5708414737695 -2003-08-12,0.0,19.95,0.591992824074074,437.4,1553.15,6.81981899254495 -2003-08-13,0.0,20.08,0.5880002314814815,453.37,1490.11,6.668267459377285 -2003-08-14,0.0,18.585,0.5879922453703703,462.22,1343.87,6.224437969386264 -2003-08-15,0.0,17.1,0.5840005787037037,484.81,1127.15,5.7373080413473385 -2003-08-16,3.6,19.275,0.5835359953703704,401.15,1473.36,5.282653441844342 -2003-08-17,11.61,17.450000000000003,0.5800003472222222,310.3,1377.33,4.882124389901226 -2003-08-18,0.0,15.045000000000002,0.5787818287037036,482.49,978.78,4.394994461862301 -2003-08-19,0.0,16.405,0.5760005787037037,481.64,1040.42,4.005290519431161 -2003-08-20,0.0,19.265,0.5738478009259259,447.75,1373.84,3.658887015047926 -2003-08-21,3.68,21.055,0.5719994212962963,304.93,1752.65,3.3882592772485234 -2003-08-22,0.0,21.32,0.5680513888888888,377.85,1765.4,3.1068064299371434 -2003-08-23,0.0,15.985,0.5679997685185185,441.75,1117.3,2.825353582625765 -2003-08-24,5.26,9.605,0.5639996527777777,259.35,872.87,2.6088513923862426 -2003-08-25,0.0,8.385,0.5639916666666667,424.86,701.01,2.413999421170673 -2003-08-26,0.0,11.895,0.56,436.13,839.33,2.240797668979055 -2003-08-27,4.82,16.31,0.558330324074074,266.21,1306.61,2.110896354835342 -2003-08-28,0.46,13.845,0.5560002314814815,388.58,1049.27,1.9376946026437238 -2003-08-29,0.0,11.014999999999999,0.5520519675925926,403.73,836.89,1.8077932885000105 -2003-08-30,2.81,11.8,0.5520004629629629,297.45,959.39,1.6995421933802495 -2003-08-31,0.0,10.155000000000001,0.5479999999999999,437.15,718.79,1.5804659887485122 -2003-09-01,0.0,12.739999999999998,0.5479921296296296,406.89,918.7,1.461389784116775 -2003-09-02,0.0,10.675,0.5439997685185185,435.77,731.78,1.36396379850899 -2003-09-03,0.0,10.875,0.540794212962963,445.24,691.8,1.266537812901205 -2003-09-04,0.0,12.899999999999999,0.54,350.59,997.92,1.2015871558293483 -2003-09-05,0.4,13.885000000000002,0.5359994212962963,254.6,1231.84,1.1258113892455155 -2003-09-06,0.0,13.940000000000001,0.5359994212962963,382.68,985.51,1.048953111710485 -2003-09-07,0.0,14.075,0.5319998842592593,320.91,1120.04,0.9807549217850358 -2003-09-08,0.0,9.479999999999999,0.5298482638888888,371.68,738.41,0.915804264713179 -2003-09-09,0.0,7.94,0.5279998842592593,412.14,582.63,0.8627612281044962 -2003-09-10,0.0,10.31,0.5240002314814816,416.78,647.03,0.8097181914958131 -2003-09-11,0.0,12.315,0.5240002314814816,405.89,766.49,0.768582775350304 -2003-09-12,0.0,13.555,0.520000462962963,413.83,781.49,0.7285298701559924 -2003-09-13,0.0,16.58,0.5183310185185186,400.91,957.31,0.6982195635224592 -2003-09-14,0.0,18.13,0.5159998842592592,376.54,1163.34,0.6646617240353332 -2003-09-15,0.0,20.965,0.511999537037037,331.27,1532.78,0.6386814612065905 -2003-09-16,2.12,19.85,0.511999537037037,278.67,1533.89,0.6267738407434169 -2003-09-17,12.16,13.709999999999999,0.5079996527777778,220.82,1056.29,0.6311038845482072 -2003-09-18,0.0,13.594999999999999,0.5067805555555556,368.16,868.68,0.6018760888658717 -2003-09-19,0.0,14.370000000000001,0.503999537037037,372.08,884.92,0.5737308041347339 -2003-09-20,3.98,15.344999999999999,0.4999997685185186,208.87,1195.77,0.5629056946227577 -2003-09-21,3.36,13.795,0.4999997685185186,234.03,1037.0,0.5499155632083865 -2003-09-22,0.0,12.28,0.4959997685185185,335.3,847.62,0.5282653441844343 -2003-09-23,0.0,14.19,0.49366840277777774,225.43,1201.29,0.520687767526051 -2003-09-24,7.55,13.764999999999999,0.4919994212962963,155.3,1203.53,0.5185227456236557 -2003-09-25,0.0,13.049999999999999,0.48800034722222224,310.03,927.24,0.5033675923068892 -2003-09-26,2.54,12.32,0.48800034722222224,277.45,869.89,0.4687272418685657 -2003-09-27,2.53,14.29,0.4840002314814815,231.98,1112.0,0.45681962140539184 -2003-09-28,20.92,17.035,0.48167002314814816,140.11,1490.19,0.6029585998170693 -2003-09-29,51.14,14.13,0.4800005787037037,147.3,1236.48,2.229972559467079 -2003-09-30,0.0,10.565000000000001,0.4760001157407408,235.05,907.46,1.9593448216676759 -2003-10-01,0.0,6.26,0.4760001157407408,271.16,626.03,2.045945697763485 -2003-10-02,3.83,6.1899999999999995,0.4719996527777777,199.4,655.1,2.121721464347318 -2003-10-03,8.88,5.945,0.4701513888888889,186.38,643.19,2.14337168337127 -2003-10-04,0.0,4.39,0.46799976851851854,263.69,556.13,2.110896354835342 -2003-10-05,12.27,5.16,0.463999537037037,149.87,658.98,2.2624478880030074 -2003-10-06,0.79,5.15,0.463999537037037,191.4,659.38,2.2083223404431265 -2003-10-07,0.0,4.865,0.46,185.55,652.89,2.14337168337127 -2003-10-08,0.89,8.64,0.45920532407407405,233.9,791.43,2.0892461358113894 -2003-10-09,0.0,8.700000000000001,0.45599953703703705,299.11,661.79,1.9918201502036044 -2003-10-10,0.0,6.8100000000000005,0.45200810185185186,330.34,486.67,1.9052192741077956 -2003-10-11,0.0,11.795,0.452,330.49,631.81,1.8186183980119868 -2003-10-12,0.0,13.71,0.4480001157407407,314.03,794.86,1.742842631428154 -2003-10-13,6.16,11.825,0.4480001157407407,210.07,851.0,1.6670668648443212 -2003-10-14,0.0,8.389999999999999,0.4440001157407408,297.91,601.99,1.5912910982604884 -2003-10-15,7.37,9.17,0.44166932870370373,229.19,758.72,1.6021162077724647 -2003-10-16,18.42,6.515,0.4400003472222222,150.88,703.29,1.7320175219161775 -2003-10-17,0.0,3.8349999999999995,0.43611064814814815,194.8,588.44,1.6887170838682732 -2003-10-18,0.0,2.0,0.43600011574074077,165.99,551.23,1.656241755332345 -2003-10-19,0.0,2.15,0.43200000000000005,138.33,585.5,1.6237664267964167 -2003-10-20,0.0,1.1900000000000002,0.43194837962962956,185.08,500.56,1.5804659887485122 -2003-10-21,4.72,-1.485,0.428,175.05,393.83,1.547990660212584 -2003-10-22,4.81,-2.2600000000000002,0.4261517361111111,121.33,416.17,1.5263404411886317 -2003-10-23,7.96,-0.9249999999999999,0.42400011574074076,110.65,461.37,1.5155153316766559 -2003-10-24,8.56,-0.20499999999999996,0.42121863425925926,68.93,533.65,1.537165550700608 -2003-10-25,0.0,-0.7700000000000002,0.41999976851851856,197.53,433.0,1.5155153316766559 -2003-10-26,2.72,2.76,0.4164640046296296,189.91,544.86,1.5155153316766559 -2003-10-27,22.06,7.0,0.4159996527777778,122.7,784.0,1.9268694931317478 -2003-10-28,19.79,7.365,0.4121109953703704,161.21,711.4,2.6088513923862426 -2003-10-29,20.36,5.815,0.41200046296296294,163.12,624.98,3.399084386760499 -2003-10-30,26.36,8.625,0.4080084490740741,146.52,798.8,5.022850813556915 -2003-10-31,0.0,4.6,0.40794895833333333,198.07,596.67,5.358429208428175 -2003-11-01,4.83,8.09,0.40399999999999997,168.81,696.75,5.520805851107817 -2003-11-02,0.0,3.5249999999999995,0.4037145833333334,224.65,497.12,5.423379865500032 -2003-11-03,0.0,-0.6499999999999999,0.40000023148148145,160.91,440.73,5.206877675260509 -2003-11-04,0.0,-1.745,0.39971435185185183,143.57,425.0,4.914599718437154 -2003-11-05,6.67,-0.8749999999999998,0.3960082175925926,118.17,432.85,4.708922637709608 -2003-11-06,2.15,1.175,0.39571446759259266,142.22,501.02,4.438294899910206 -2003-11-07,0.0,-0.17000000000000015,0.3921108796296296,155.32,456.98,4.200142490646731 -2003-11-08,0.0,-3.4450000000000003,0.3919487268518519,196.18,312.13,3.9186896433353517 -2003-11-09,0.0,-6.53,0.3884644675925926,139.92,289.69,3.6372367960239735 -2003-11-10,0.0,-4.76,0.38799999999999996,177.14,311.81,3.409909496272475 -2003-11-11,0.0,-0.8499999999999999,0.3848466435185185,175.2,429.98,3.1934073060329524 -2003-11-12,4.08,1.5000000000000002,0.3840003472222222,118.01,520.35,3.0202055538413353 -2003-11-13,11.74,0.9750000000000001,0.38166932870370374,100.45,526.84,3.0635059918892393 -2003-11-14,17.31,-1.0100000000000002,0.3799997685185186,71.73,491.64,3.1501068679850484 -2003-11-15,0.04,-2.665,0.37920590277777777,83.0,443.75,3.085156210913192 -2003-11-16,0.0,-3.46,0.37611087962962964,128.97,388.55,3.0202055538413353 -2003-11-17,0.0,-5.995,0.3759486111111111,190.32,264.59,2.9336046777455267 -2003-11-18,0.0,-4.38,0.37321898148148147,209.33,258.19,2.8145284731137887 -2003-11-19,0.0,0.46999999999999975,0.3719998842592593,199.79,386.72,2.7604029255539086 -2003-11-20,14.91,7.404999999999999,0.37120578703703705,124.23,737.81,2.9552548967694783 -2003-11-21,11.94,3.795,0.3684645833333333,100.51,624.37,3.215057525056905 -2003-11-22,0.0,0.76,0.3680003472222222,155.03,475.54,3.3016584011527144 -2003-11-23,0.0,-1.045,0.36615196759259255,175.59,371.74,3.3449588392006184 -2003-11-24,0.0,-0.7899999999999996,0.3644642361111111,165.11,395.24,3.3449588392006184 -2003-11-25,2.01,-0.6599999999999999,0.36400011574074076,125.56,439.97,3.2691830726167854 -2003-11-26,0.0,-2.855,0.3621513888888889,149.52,355.1,3.1501068679850484 -2003-11-27,0.0,-1.925,0.3604638888888889,171.63,346.45,3.0202055538413353 -2003-11-28,16.1,0.31000000000000005,0.3599998842592593,110.26,451.49,2.9444297872575023 -2003-11-29,26.7,3.88,0.35920578703703704,127.12,516.69,3.745487891143735 -2003-11-30,2.46,-0.20000000000000018,0.3572189814814815,166.58,365.82,3.9836403004072087 -2003-12-01,2.83,-2.625,0.35611041666666665,123.41,371.93,4.102716505038946 -2003-12-02,2.11,-7.24,0.3559483796296296,166.47,238.76,4.113541614550923 -2003-12-03,0.0,-10.83,0.3546476851851852,92.38,226.56,3.9728151908952327 -2003-12-04,0.0,-12.205,0.35321898148148145,121.17,193.58,3.799613438703615 -2003-12-05,0.0,-13.745000000000001,0.35211030092592593,141.76,156.29,3.593936357976069 -2003-12-06,0.0,-14.94,0.35199988425925927,186.67,114.69,3.3774341677365465 -2003-12-07,10.24,-10.75,0.35171423611111113,125.28,195.6,3.2367077440808574 -2003-12-08,9.42,-7.43,0.3506474537037037,87.9,274.07,3.1392817584730723 -2003-12-09,0.0,-11.31,0.34966921296296294,193.6,144.97,2.9444297872575023 -2003-12-10,0.0,-12.745000000000001,0.3488465277777778,198.95,113.98,2.7820531445778607 -2003-12-11,0.0,-6.27,0.3481105324074074,185.57,220.59,2.6738020494580996 -2003-12-12,8.96,-1.6700000000000002,0.3480079861111111,123.81,355.84,2.7820531445778607 -2003-12-13,0.0,-10.229999999999999,0.34794849537037037,175.32,172.79,2.641326720922171 -2003-12-14,0.0,-14.765,0.34771435185185184,163.54,122.16,2.5114254067784576 -2003-12-15,26.17,-11.28,0.3472057870370371,117.72,170.54,2.4897751877545056 -2003-12-16,19.27,-7.459999999999999,0.3466476851851852,88.22,266.38,2.522250516290434 -2003-12-17,1.35,-5.944999999999999,0.3466476851851852,163.11,244.82,2.446474749706601 -2003-12-18,13.81,-1.08,0.3461518518518519,131.48,350.51,2.554725844826362 -2003-12-19,1.74,-5.545,0.3461518518518519,156.59,263.2,2.554725844826362 -2003-12-20,0.0,-12.795000000000002,0.3456693287037037,170.35,149.98,2.5006002972664816 -2003-12-21,0.0,-13.370000000000001,0.3456693287037037,155.99,154.4,2.4789500782425296 -2003-12-22,1.31,-13.195,0.3461518518518519,162.41,143.45,2.413999421170673 -2003-12-23,1.24,-7.345000000000001,0.3461518518518519,157.25,240.4,2.3923492021467205 -2003-12-24,2.62,-0.5500000000000003,0.3461518518518519,111.24,449.05,2.359873873610792 -2003-12-25,9.62,4.0649999999999995,0.3466476851851852,90.38,629.49,2.446474749706601 -2003-12-26,6.35,1.3350000000000002,0.3472057870370371,88.34,526.38,2.7712280350658847 -2003-12-27,2.09,-4.029999999999999,0.34771435185185184,99.44,358.26,2.8470038016497177 -2003-12-28,0.0,-7.154999999999999,0.34794849537037037,174.26,226.07,2.92277956823355 -2003-12-29,0.0,-3.795,0.34800000000000003,192.48,257.84,2.9877302253054068 -2003-12-30,2.93,-0.41500000000000004,0.3480079861111111,137.06,399.75,3.0635059918892393 -2003-12-31,4.51,-3.105,0.3484641203703704,98.97,365.57,3.095981320425168 -2004-01-01,0.0,-8.64,0.34921886574074074,119.27,246.88,3.009380444329359 -2004-01-02,0.0,-12.459999999999999,0.35015162037037034,174.07,150.06,2.92277956823355 -2004-01-03,2.58,-10.335,0.35120578703703703,151.76,164.99,2.8578289111616932 -2004-01-04,2.21,-4.47,0.3519482638888889,160.33,277.73,2.7928782540898367 -2004-01-05,0.0,-9.290000000000001,0.35200787037037035,188.3,188.85,2.641326720922171 -2004-01-06,3.31,-11.985,0.35284641203703704,88.91,200.0,2.5114254067784576 -2004-01-07,0.0,-16.375,0.3541518518518519,188.2,110.45,2.33822365458684 -2004-01-08,0.0,-21.805,0.35571446759259256,174.03,76.18,2.1866721214191744 -2004-01-09,0.0,-25.494999999999997,0.35600000000000004,148.3,48.07,2.0567708072754614 -2004-01-10,0.0,-25.235,0.3564643518518519,164.96,41.32,1.9160443836197718 -2004-01-11,0.0,-24.104999999999997,0.35815185185185183,188.07,40.22,1.8077932885000105 -2004-01-12,0.0,-21.53,0.3599482638888889,202.0,77.75,1.7103673028922255 -2004-01-13,1.76,-19.564999999999998,0.36000787037037035,207.68,80.0,1.6021162077724647 -2004-01-14,0.39,-24.87,0.36121863425925926,197.4,40.0,1.5155153316766559 -2004-01-15,0.0,-28.130000000000003,0.3637142361111111,140.57,40.0,1.4289144555808466 -2004-01-16,0.0,-21.7,0.36400011574074076,246.01,40.0,1.3531386889970138 -2004-01-17,0.0,-12.07,0.36521898148148146,236.21,126.37,1.2881880319251573 -2004-01-18,4.41,-11.204999999999998,0.36771435185185186,211.99,148.88,1.2232373748533005 -2004-01-19,17.31,-8.92,0.3680083333333333,126.94,223.52,1.16911182729342 -2004-01-20,5.08,-8.584999999999999,0.3696696759259259,93.31,257.26,1.1149862797335395 -2004-01-21,0.0,-13.825,0.3719483796296296,209.77,138.99,1.0738508635880302 -2004-01-22,0.78,-17.47,0.37211041666666667,243.0,80.0,1.0337979583937187 -2004-01-23,0.0,-17.005,0.3746479166666667,202.15,120.0,0.9915800312970118 -2004-01-24,0.0,-21.175,0.3760002314814815,171.86,80.0,0.9580221918098859 -2004-01-25,0.0,-24.605,0.3772188657407407,187.22,50.38,0.9255468632739575 -2004-01-26,0.0,-26.395,0.3799997685185186,229.01,40.0,0.8974015785428197 -2004-01-27,0.0,-23.61,0.3804640046296296,260.57,40.67,0.8638437390556937 -2004-01-28,0.0,-18.605,0.383714699074074,266.86,81.0,0.8367809652757534 -2004-01-29,0.0,-16.06,0.38400833333333334,223.37,120.38,0.8064706586422203 -2004-01-30,0.0,-14.82,0.3866476851851852,170.4,153.64,0.7794078848622801 -2004-01-31,0.0,-15.21,0.38799999999999996,214.16,120.14,0.7534276220335374 -2004-02-01,0.0,-10.71,0.3901519675925926,239.38,172.34,0.7317774030095852 -2004-02-02,0.0,-6.635,0.39200034722222227,224.88,263.0,0.7090446730344352 -2004-02-03,0.0,-9.18,0.3936696759259259,310.87,131.74,0.6895594759128783 -2004-02-04,5.12,-5.51,0.39600023148148145,207.69,246.82,0.667909256888926 -2004-02-05,0.0,-11.54,0.3972188657407407,272.16,159.99,0.6473415488161715 -2004-02-06,5.68,-13.265,0.40000023148148145,184.88,153.18,0.6267738407434169 -2004-02-07,5.03,-10.175,0.4012189814814815,147.26,203.3,0.6105361764754527 -2004-02-08,3.19,-13.704999999999998,0.40399999999999997,192.21,149.17,0.5910509793538956 -2004-02-09,0.0,-15.26,0.40521898148148144,317.21,98.27,0.5758958260371291 -2004-02-10,0.0,-3.9699999999999998,0.4080003472222223,213.35,332.94,0.5596581617691649 -2004-02-11,2.92,-5.83,0.40966990740740744,231.6,262.88,0.5445030084523984 -2004-02-12,0.0,-12.614999999999998,0.41200046296296294,322.3,120.02,0.5315128770380272 -2004-02-13,0.0,-11.725000000000001,0.41464768518518513,313.78,150.43,0.5174402346724581 -2004-02-14,1.84,-9.684999999999999,0.4159996527777778,316.49,167.35,0.5044501032580868 -2004-02-15,0.0,-24.965,0.419205324074074,336.93,40.0,0.4925424827949131 -2004-02-16,0.0,-24.665,0.41999976851851856,351.45,40.0,0.4806348623317393 -2004-02-17,0.0,-22.345,0.42400011574074076,385.88,40.0,0.47197477472215843 -2004-02-18,0.0,-13.315,0.42400011574074076,367.84,110.46,0.4611496652101823 -2004-02-19,0.0,-10.115,0.428,365.66,144.6,0.45248957760060143 -2004-02-20,0.0,-8.944999999999999,0.42846388888888887,359.3,167.38,0.44382948999102056 -2004-02-21,0.0,-8.465,0.43200000000000005,344.56,188.68,0.4340868914302421 -2004-02-22,1.67,-7.29,0.4336695601851852,208.67,262.4,0.42650931477185877 -2004-02-23,0.0,-6.655,0.43600011574074077,245.64,280.0,0.4189317381134755 -2004-02-24,0.0,-8.8,0.4399488425925926,333.84,195.31,0.41243667240628984 -2004-02-25,0.0,-9.33,0.4400003472222222,363.16,167.47,0.4037765847967089 -2004-02-26,0.0,-10.62,0.4440001157407408,335.12,162.73,0.39836403004072096 -2004-02-27,0.0,-12.0,0.4440081018518519,361.67,141.51,0.3907864533823376 -2004-02-28,0.0,-10.125,0.4480001157407407,397.43,151.69,0.3853738986263496 -2004-02-29,0.0,-9.905000000000001,0.4501516203703704,432.34,122.29,0.37996134387036146 -2004-03-01,0.0,-4.609999999999999,0.452,395.59,236.55,0.37563130006557105 -2004-03-02,0.33,-0.34499999999999975,0.45599953703703705,320.68,395.53,0.37238376721197824 -2004-03-03,3.06,1.0449999999999997,0.45599953703703705,201.74,503.76,0.37238376721197824 -2004-03-04,0.0,-2.58,0.46,324.66,335.53,0.37238376721197824 -2004-03-05,4.15,-3.7499999999999996,0.4604638888888889,315.08,299.8,0.39836403004072096 -2004-03-06,12.84,-2.445,0.463999537037037,200.21,376.1,0.4546545995029967 -2004-03-07,0.29,-3.9499999999999997,0.46799976851851854,268.81,337.74,0.4860474170877274 -2004-03-08,0.0,-9.36,0.46799976851851854,411.3,170.7,0.4806348623317393 -2004-03-09,0.0,-8.85,0.4719996527777777,402.44,196.92,0.47413979662455363 -2004-03-10,0.0,-9.605,0.4719996527777777,482.2,120.06,0.4687272418685657 -2004-03-11,0.0,-4.790000000000001,0.4760001157407408,486.44,189.3,0.4611496652101823 -2004-03-12,0.0,-2.755,0.4800005787037037,401.55,297.34,0.45248957760060143 -2004-03-13,2.28,-4.87,0.4800005787037037,205.91,335.47,0.4449120009422182 -2004-03-14,0.0,-8.665,0.4840002314814815,436.47,176.08,0.44058195713742776 -2004-03-15,2.8,-4.92,0.4840002314814815,335.36,258.69,0.4340868914302421 -2004-03-16,0.0,-7.66,0.48800034722222224,414.12,207.74,0.42650931477185877 -2004-03-17,0.0,-11.104999999999999,0.4919994212962963,375.64,166.36,0.4189317381134755 -2004-03-18,0.0,-12.955,0.4919994212962963,496.33,120.0,0.4113541614550923 -2004-03-19,0.0,-11.395,0.4959997685185185,525.03,120.0,0.4059416066991042 -2004-03-20,0.0,-9.245000000000001,0.4959997685185185,524.89,135.48,0.4016115628943137 -2004-03-21,2.0,-4.915,0.4999997685185186,421.89,265.34,0.39836403004072096 -2004-03-22,0.0,-9.1,0.503999537037037,431.11,191.3,0.39403398623593044 -2004-03-23,0.0,-13.995000000000001,0.503999537037037,509.0,119.96,0.38970394243114004 -2004-03-24,0.0,-7.66,0.5079996527777778,489.47,186.13,0.3832088767239544 -2004-03-25,0.29,-1.42,0.5079996527777778,432.99,324.28,0.3821263657727567 -2004-03-26,6.28,3.2699999999999996,0.511999537037037,231.7,579.77,0.3821263657727567 -2004-03-27,11.98,3.7199999999999998,0.5159998842592592,192.53,631.42,0.40918913955269703 -2004-03-28,0.0,-0.43500000000000005,0.5159998842592592,420.99,380.5,0.44382948999102056 -2004-03-29,0.0,0.2599999999999998,0.520000462962963,496.96,335.65,0.48496490613652976 -2004-03-30,0.0,3.2150000000000003,0.520000462962963,531.1,355.51,0.5380079427452128 -2004-03-31,0.0,3.925,0.5240002314814816,541.65,356.7,0.6202787750362311 -2004-04-01,0.0,3.905,0.5279998842592593,403.21,533.12,0.7198697825464114 -2004-04-02,2.57,3.665,0.5279998842592593,326.55,554.02,0.848688585738927 -2004-04-03,4.25,2.955,0.5319998842592593,220.18,588.86,1.080345929295216 -2004-04-04,1.08,1.725,0.5319998842592593,212.5,587.02,1.2557127033892288 -2004-04-05,4.2,-0.8300000000000001,0.5359994212962963,195.64,463.5,1.4722148936287511 -2004-04-06,4.36,-2.7,0.5395353009259259,177.77,419.55,1.656241755332345 -2004-04-07,0.0,-1.13,0.54,267.83,456.49,1.7861430694760585 -2004-04-08,0.0,2.1100000000000003,0.5439997685185185,387.95,514.04,1.9160443836197718 -2004-04-09,0.0,1.4649999999999999,0.5439997685185185,516.53,381.58,2.024295478739533 -2004-04-10,0.0,-0.2200000000000002,0.5479999999999999,480.1,380.57,2.110896354835342 -2004-04-11,0.0,-0.4049999999999998,0.5498481481481481,475.11,383.47,2.1758470119071984 -2004-04-12,0.0,-0.2200000000000002,0.5520004629629629,498.53,367.92,2.229972559467079 -2004-04-13,10.87,1.335,0.5559922453703704,419.7,423.2,2.2732729975149835 -2004-04-14,16.14,4.935,0.5560002314814815,354.25,593.67,2.825353582625765 -2004-04-15,5.95,3.155,0.56,301.71,571.22,3.3449588392006184 -2004-04-16,0.0,1.5099999999999998,0.5600517361111111,517.68,429.33,3.745487891143735 -2004-04-17,1.01,2.4650000000000003,0.5639996527777777,586.08,351.71,4.070241176503018 -2004-04-18,7.51,4.76,0.5663305555555556,440.81,489.46,4.503245556982062 -2004-04-19,11.19,6.8,0.5679997685185185,431.64,568.03,5.206877675260509 -2004-04-20,3.51,7.58,0.5715351851851852,475.13,553.39,6.278563516946145 -2004-04-21,0.0,2.0949999999999998,0.5719994212962963,603.57,360.06,6.711567897425189 -2004-04-22,1.0,7.26,0.5760005787037037,606.28,480.23,6.776518554497047 -2004-04-23,0.0,5.63,0.5760005787037037,634.04,388.2,6.657442349865308 -2004-04-24,0.66,1.685,0.5800003472222222,527.17,416.06,6.419289940601834 -2004-04-25,1.23,-1.3049999999999997,0.5807946759259259,571.82,282.16,6.127011983778479 -2004-04-26,2.09,0.27500000000000036,0.5840005787037037,426.93,425.87,5.769783369883268 -2004-04-27,4.24,3.59,0.5853530092592593,229.95,638.83,5.4017296464760785 -2004-04-28,0.26,4.705,0.5880002314814815,527.62,523.82,5.1202767991647 -2004-04-29,0.0,3.1950000000000003,0.5903311342592593,627.07,367.11,4.817173732829369 -2004-04-30,0.0,11.69,0.5920008101851852,661.15,478.59,4.524895776006015 -2004-05-01,0.0,16.545,0.5943310185185184,643.81,673.11,4.297568476254516 -2004-05-02,0.0,18.18,0.5959997685185184,611.13,845.79,4.113541614550923 -2004-05-03,3.13,16.105,0.5987809027777777,487.5,1007.71,3.9511649718712807 -2004-05-04,13.67,7.885,0.5999998842592592,354.54,729.71,4.026940738455114 -2004-05-05,2.69,3.34,0.6027810185185185,456.35,502.88,4.026940738455114 -2004-05-06,0.25,6.77,0.6039996527777778,515.33,593.2,3.8970394243114 -2004-05-07,3.24,5.8549999999999995,0.6063304398148148,334.97,661.4,3.723837672119782 -2004-05-08,0.0,3.5649999999999995,0.6079995370370371,498.87,494.85,3.518160591392236 -2004-05-09,0.0,6.43,0.6098476851851852,569.83,490.47,3.3016584011527144 -2004-05-10,0.08,7.359999999999999,0.6120002314814815,652.07,366.22,3.095981320425168 -2004-05-11,0.0,9.879999999999999,0.6133524305555556,577.44,569.39,2.8903042396976217 -2004-05-12,0.0,7.175,0.6159914351851852,533.1,541.83,2.6954522684820517 -2004-05-13,0.82,7.1,0.6162851851851852,410.78,677.31,2.522250516290434 -2004-05-14,6.04,8.31,0.6195356481481481,286.21,799.52,2.413999421170673 -2004-05-15,1.2,14.725,0.6199998842592592,542.02,745.82,2.2732729975149835 -2004-05-16,3.83,13.045,0.6227818287037037,457.47,750.04,2.14337168337127 -2004-05-17,0.0,11.27,0.6240006944444445,554.65,654.86,2.035120588251509 -2004-05-18,2.99,12.3,0.6253526620370371,416.79,896.04,1.9701699311796523 -2004-05-19,7.3,11.06,0.6278895833333333,384.62,845.26,1.9160443836197718 -2004-05-20,0.0,10.745,0.6280518518518519,616.14,519.48,1.8186183980119868 -2004-05-21,2.33,11.739999999999998,0.6303303240740741,477.31,763.48,1.7211924124042017 -2004-05-22,0.0,7.835000000000001,0.6319916666666667,575.0,512.95,1.6237664267964167 -2004-05-23,0.0,10.355,0.6322856481481481,555.73,625.15,1.547990660212584 -2004-05-24,1.74,8.92,0.6347809027777778,471.43,651.68,1.461389784116775 -2004-05-25,10.18,8.115,0.6360001157407408,278.83,794.71,1.461389784116775 -2004-05-26,4.34,6.705,0.6362856481481481,188.78,798.77,1.4397395650928229 -2004-05-27,6.72,8.24,0.6387810185185185,233.93,840.83,1.461389784116775 -2004-05-28,2.14,11.515,0.6399917824074074,317.67,999.03,1.461389784116775 -2004-05-29,3.16,7.36,0.6400512731481481,218.33,810.23,1.3964391270449183 -2004-05-30,0.0,6.4350000000000005,0.6418483796296296,282.79,773.54,1.3423135794850378 -2004-05-31,0.0,7.970000000000001,0.6435354166666667,514.88,660.08,1.3098382509491096 -2004-06-01,1.44,9.455,0.6439998842592592,506.63,720.09,1.266537812901205 -2004-06-02,8.83,8.27,0.6442856481481481,166.2,920.0,1.277362922413181 -2004-06-03,10.37,7.745,0.6458482638888889,173.25,905.88,1.3423135794850378 -2004-06-04,2.66,8.825,0.6471538194444444,353.07,811.36,1.2990131414371333 -2004-06-05,0.0,9.56,0.6479927083333333,581.17,607.77,1.2881880319251573 -2004-06-06,0.0,13.285,0.6480521990740741,563.66,777.27,1.266537812901205 -2004-06-07,3.38,12.895,0.6487947916666666,315.95,1051.37,1.2557127033892288 -2004-06-08,2.56,13.959999999999999,0.6498487268518519,411.57,1031.91,1.2340624843652768 -2004-06-09,0.0,17.79,0.6507814814814814,500.99,1182.91,1.2015871558293483 -2004-06-10,0.0,12.895000000000001,0.6515357638888889,555.06,746.04,1.1366364987574917 -2004-06-11,0.0,8.834999999999999,0.6519921296296297,499.69,691.14,1.0781809073928208 -2004-06-12,0.0,9.645,0.6520001157407407,518.85,682.3,1.0359629802961139 -2004-06-13,0.0,11.945,0.6520517361111111,560.45,646.16,1.0034876517601854 -2004-06-14,0.0,16.04,0.6522856481481482,463.15,1115.95,0.9612697246634786 -2004-06-15,7.65,17.625,0.6527943287037037,281.29,1443.63,0.9342069508835384 -2004-06-16,6.42,15.579999999999998,0.653352662037037,399.93,1081.48,0.9125567318595862 -2004-06-17,0.0,14.995000000000001,0.653848611111111,498.03,959.76,0.8725038266652746 -2004-06-18,0.0,16.015,0.653848611111111,478.78,1066.75,0.8389459871781486 -2004-06-19,17.57,13.505,0.653848611111111,320.34,1042.42,0.8757513595188674 -2004-06-20,10.21,9.465,0.6543310185185185,356.55,724.1,0.9060616661524006 -2004-06-21,3.14,12.265,0.6543310185185185,336.17,969.09,0.9082266880547958 -2004-06-22,6.59,14.780000000000001,0.653848611111111,312.07,1164.33,0.9093091990059934 -2004-06-23,10.66,13.74,0.653848611111111,267.93,1172.47,1.0045701627113832 -2004-06-24,3.57,13.204999999999998,0.653352662037037,258.74,1180.73,1.0218903379305448 -2004-06-25,4.31,14.235,0.653352662037037,274.23,1197.87,1.0348804693449163 -2004-06-26,0.01,11.850000000000001,0.6527943287037037,502.97,793.83,1.0175602941257544 -2004-06-27,0.43,13.82,0.6522856481481482,433.64,1028.39,0.9926625422482094 -2004-06-28,3.8,12.355,0.6520517361111111,361.14,884.33,0.9591047027610835 -2004-06-29,4.85,12.815000000000001,0.6519921296296297,409.85,842.75,0.9190517975667719 -2004-06-30,14.9,15.325000000000001,0.6518894675925926,302.05,1191.23,1.0825109511976112 -2004-07-01,3.21,15.165,0.6511538194444445,350.52,1082.4,1.1258113892455155 -2004-07-02,9.97,16.805,0.6503311342592593,305.85,1283.34,1.2232373748533005 -2004-07-03,3.81,16.314999999999998,0.6493528935185184,290.97,1274.51,1.2124122653413245 -2004-07-04,0.0,16.625,0.6482863425925927,440.49,1190.7,1.2232373748533005 -2004-07-05,0.0,18.68,0.6480008101851852,389.67,1448.82,1.2340624843652768 -2004-07-06,1.5,17.33,0.647890162037037,363.04,1396.86,1.2015871558293483 -2004-07-07,0.0,14.86,0.64678125,492.97,921.59,1.158286717781444 -2004-07-08,9.57,16.885,0.645352199074074,317.59,1333.65,1.158286717781444 -2004-07-09,20.23,16.03,0.6440515046296297,124.72,1585.02,1.7103673028922255 -2004-07-10,13.43,14.555,0.6438894675925926,202.9,1317.36,1.8835690550838433 -2004-07-11,4.13,14.274999999999999,0.6427809027777778,316.07,1112.34,1.8727439455718675 -2004-07-12,0.0,17.815,0.6407940972222222,491.72,1155.48,1.8727439455718675 -2004-07-13,1.29,18.575,0.6399997685185186,435.57,1373.24,1.8727439455718675 -2004-07-14,0.0,17.56,0.6395354166666667,372.48,1417.57,1.8077932885000105 -2004-07-15,5.93,16.634999999999998,0.6378482638888888,153.52,1600.0,1.7969681789880345 -2004-07-16,6.13,16.925,0.6360001157407408,153.76,1627.0,1.8402686170359388 -2004-07-17,5.14,19.69,0.6355359953703703,336.73,1638.5,1.7753179599640823 -2004-07-18,0.0,19.615,0.6338483796296296,443.87,1463.22,1.6995421933802495 -2004-07-19,7.87,19.94,0.6319996527777777,299.65,1708.39,1.6454166458203692 -2004-07-20,1.72,20.080000000000002,0.6315355324074073,318.44,1757.43,1.5912910982604884 -2004-07-21,1.05,20.17,0.6287943287037038,415.23,1560.62,1.5263404411886317 -2004-07-22,0.0,21.355,0.628,442.83,1621.99,1.4505646746047989 -2004-07-23,14.73,20.205000000000002,0.6267813657407407,308.42,1598.12,1.4072642365568944 -2004-07-24,20.03,15.41,0.624052199074074,322.04,1162.8,1.3856140175329423 -2004-07-25,0.0,14.035,0.6238902777777778,468.06,964.46,1.2881880319251573 -2004-07-26,0.0,15.110000000000001,0.6207944444444444,491.23,962.78,1.2124122653413245 -2004-07-27,0.0,16.455,0.6199998842592592,472.89,1112.49,1.1366364987574917 -2004-07-28,0.0,18.45,0.6183303240740741,404.34,1424.61,1.071685841685635 -2004-07-29,0.25,19.490000000000002,0.615999537037037,381.61,1580.24,1.0316329364913235 -2004-07-30,2.32,20.62,0.6151532407407407,347.76,1591.52,0.9969925860529997 -2004-07-31,14.03,21.735,0.6120002314814815,264.21,1879.65,0.9558571699074907 -2004-08-01,13.81,21.57,0.6115356481481482,227.9,1972.62,1.1149862797335395 -2004-08-02,0.0,19.244999999999997,0.6080510416666667,451.67,1368.57,1.0933360607095872 -2004-08-03,0.0,19.630000000000003,0.6078891203703704,396.74,1562.24,1.0825109511976112 -2004-08-04,0.0,17.15,0.6042853009259259,438.49,1251.34,1.0500356226616827 -2004-08-05,0.0,14.579999999999998,0.6039916666666666,415.92,1106.4,1.0143127612721616 -2004-08-06,0.68,13.950000000000001,0.6002854166666667,419.49,1044.12,0.9688473013218619 -2004-08-07,2.63,14.715,0.5999998842592592,323.36,1203.11,0.9168867756643766 -2004-08-08,5.73,14.87,0.5962851851851851,272.62,1215.72,0.8995666004452149 -2004-08-09,4.66,15.515,0.5959997685185184,326.58,1140.32,0.8800814033236579 -2004-08-10,0.0,17.795,0.5920523148148148,440.35,1257.39,0.837863476226951 -2004-08-11,11.03,18.810000000000002,0.591992824074074,276.42,1506.99,0.915804264713179 -2004-08-12,14.79,19.93,0.5880002314814815,191.44,1853.47,0.9753423670290476 -2004-08-13,45.75,19.265,0.5879922453703703,168.52,1831.28,2.6954522684820517 -2004-08-14,38.42,19.465,0.5840005787037037,180.26,1832.04,3.886214314799424 -2004-08-15,0.0,15.969999999999999,0.5835359953703704,397.32,1222.75,4.03776584796709 -2004-08-16,0.0,15.725,0.5800003472222222,428.41,1124.07,4.081066286014994 -2004-08-17,0.0,17.205,0.5787818287037036,414.56,1262.6,3.9619900813832567 -2004-08-18,0.0,17.405,0.5760005787037037,423.76,1242.54,3.745487891143735 -2004-08-19,1.66,17.655,0.5738478009259259,338.07,1412.8,3.528985700904212 -2004-08-20,2.76,17.255000000000003,0.5719994212962963,311.32,1372.61,3.2583579631048094 -2004-08-21,5.95,16.015,0.5680513888888888,256.47,1364.25,2.998555334817383 -2004-08-22,0.0,11.985000000000001,0.5679997685185185,397.43,918.64,2.7820531445778607 -2004-08-23,0.44,13.690000000000001,0.5639996527777777,405.85,999.38,2.5763760638503146 -2004-08-24,1.9,11.674999999999999,0.5639916666666667,354.08,864.67,2.3706989831227685 -2004-08-25,0.0,11.075000000000001,0.56,453.54,740.65,2.1866721214191744 -2004-08-26,0.0,14.155000000000001,0.558330324074074,455.11,882.96,2.045945697763485 -2004-08-27,0.0,17.880000000000003,0.5560002314814815,413.14,1258.55,1.9160443836197718 -2004-08-28,0.0,20.25,0.5520519675925926,372.48,1563.09,1.7753179599640823 -2004-08-29,1.42,19.115000000000002,0.5520004629629629,346.72,1465.77,1.656241755332345 -2004-08-30,8.86,16.384999999999998,0.5479999999999999,172.44,1491.02,1.5804659887485122 -2004-08-31,16.7,14.84,0.5479921296296296,159.26,1381.98,1.5804659887485122 -2004-09-01,2.03,13.334999999999999,0.5439997685185185,332.64,1087.5,1.4830400031407271 -2004-09-02,0.0,9.57,0.540794212962963,416.28,715.51,1.36396379850899 -2004-09-03,8.26,10.045,0.54,275.04,813.22,1.3098382509491096 -2004-09-04,9.56,11.57,0.5359994212962963,269.48,911.89,1.2557127033892288 -2004-09-05,0.0,9.219999999999999,0.5359994212962963,416.05,683.59,1.16911182729342 -2004-09-06,0.0,12.114999999999998,0.5319998842592593,401.91,846.19,1.0933360607095872 -2004-09-07,0.0,15.68,0.5298482638888888,382.44,1113.47,1.040293024100904 -2004-09-08,5.21,15.725000000000001,0.5279998842592593,239.59,1262.49,0.9948275641506047 -2004-09-09,27.25,12.325000000000001,0.5240002314814816,264.02,1009.99,1.0424580460032995 -2004-09-10,35.72,12.28,0.5240002314814816,206.41,1075.35,1.8835690550838433 -2004-09-11,5.18,10.735,0.520000462962963,317.66,781.57,2.1000712453233654 -2004-09-12,1.45,14.225,0.5183310185185186,368.19,926.3,2.219147449955103 -2004-09-13,1.37,10.834999999999999,0.5159998842592592,356.99,755.13,2.2732729975149835 -2004-09-14,0.0,7.699999999999999,0.511999537037037,399.82,572.56,2.251622778491031 -2004-09-15,0.0,12.680000000000001,0.511999537037037,402.18,763.27,2.1974972309311505 -2004-09-16,0.0,16.82,0.5079996527777778,341.43,1209.97,2.121721464347318 -2004-09-17,0.0,17.7,0.5067805555555556,286.95,1406.81,2.024295478739533 -2004-09-18,0.0,12.649999999999999,0.503999537037037,303.47,990.53,1.9052192741077956 -2004-09-19,0.0,7.765000000000001,0.4999997685185186,190.01,850.07,1.7753179599640823 -2004-09-20,0.0,7.325,0.4999997685185186,322.04,649.39,1.6887170838682732 -2004-09-21,0.0,8.135,0.4959997685185185,349.64,640.36,1.5912910982604884 -2004-09-22,0.0,10.135,0.49366840277777774,308.63,800.87,1.5155153316766559 -2004-09-23,0.0,10.685,0.4919994212962963,333.57,786.96,1.4289144555808466 -2004-09-24,0.0,10.25,0.48800034722222224,371.59,641.25,1.36396379850899 -2004-09-25,0.0,13.735,0.48800034722222224,359.53,851.32,1.3098382509491096 -2004-09-26,0.0,12.024999999999999,0.4840002314814815,332.52,837.86,1.2232373748533005 -2004-09-27,0.0,13.4,0.48167002314814816,330.3,918.52,1.16911182729342 -2004-09-28,0.83,13.190000000000001,0.4800005787037037,302.25,923.46,1.0933360607095872 -2004-09-29,0.0,8.24,0.4760001157407408,312.66,662.32,1.0424580460032995 -2004-09-30,0.0,8.735,0.4760001157407408,338.32,608.85,0.9948275641506047 -2004-10-01,0.0,10.93,0.4719996527777777,337.27,688.25,0.9277118851763528 -2004-10-02,0.0,11.53,0.4701513888888889,323.15,750.38,0.8887414909332388 -2004-10-03,0.0,9.175,0.46799976851851854,298.51,691.21,0.8443585419341366 -2004-10-04,0.0,7.574999999999999,0.463999537037037,316.91,569.59,0.8032231257886274 -2004-10-05,0.0,5.734999999999999,0.463999537037037,291.86,543.22,0.7447675344239565 -2004-10-06,0.0,0.935,0.46,231.21,440.0,0.7198697825464114 -2004-10-07,0.0,6.465,0.45920532407407405,287.0,564.03,0.6841469211568902 -2004-10-08,0.0,11.415000000000001,0.45599953703703705,316.78,681.26,0.6581666583281476 -2004-10-09,0.0,15.195,0.45200810185185186,234.64,1158.13,0.6440940159625786 -2004-10-10,0.0,13.38,0.452,174.38,1163.77,0.6137837093290455 -2004-10-11,0.0,9.205,0.4480001157407407,194.41,843.8,0.5769783369883267 -2004-10-12,7.01,5.9750000000000005,0.4480001157407407,90.37,771.07,0.5683182493787459 -2004-10-13,10.63,6.18,0.4440001157407408,122.25,727.46,0.6170312421826384 -2004-10-14,0.0,6.655,0.44166932870370373,278.18,562.36,0.5975460450610814 -2004-10-15,7.31,8.225,0.4400003472222222,204.9,653.7,0.579143358890722 -2004-10-16,15.14,10.06,0.43611064814814815,149.66,878.33,0.7761603520086873 -2004-10-17,16.59,9.015,0.43600011574074077,128.97,867.05,0.9222993304203646 -2004-10-18,6.83,5.62,0.43200000000000005,113.54,712.0,0.9028141332988077 -2004-10-19,0.0,3.33,0.43194837962962956,175.46,566.3,0.8779163814212626 -2004-10-20,0.0,1.475,0.428,222.86,440.52,0.8638437390556937 -2004-10-21,0.0,0.8250000000000002,0.4261517361111111,231.38,410.88,0.8519361185925199 -2004-10-22,0.0,2.7299999999999995,0.42400011574074076,203.62,505.3,0.8346159433733582 -2004-10-23,0.0,2.99,0.42121863425925926,221.36,485.15,0.8140482353006037 -2004-10-24,0.0,3.5949999999999998,0.41999976851851856,245.45,463.68,0.7891504834230585 -2004-10-25,0.0,3.6599999999999997,0.4164640046296296,191.42,555.34,0.768582775350304 -2004-10-26,0.0,4.035,0.4159996527777778,218.51,523.47,0.7436850234727588 -2004-10-27,0.0,4.32,0.4121109953703704,207.56,556.45,0.7177047606440161 -2004-10-28,0.0,1.8200000000000003,0.41200046296296294,220.66,437.97,0.6917244978152736 -2004-10-29,0.0,0.20000000000000018,0.4080084490740741,220.21,380.79,0.6733218116449141 -2004-10-30,1.09,0.5800000000000001,0.40794895833333333,246.0,320.0,0.6560016364257523 -2004-10-31,6.59,5.545,0.40399999999999997,162.55,573.82,0.6787343664009022 -2004-11-01,1.1,6.085000000000001,0.4037145833333334,155.34,703.06,0.6560016364257523 -2004-11-02,0.0,0.7150000000000001,0.40000023148148145,141.87,488.22,0.643011505011381 -2004-11-03,3.7,0.8700000000000001,0.39971435185185183,73.35,552.44,0.6408464831089858 -2004-11-04,0.0,0.31000000000000005,0.3960082175925926,120.98,502.94,0.6300213735970097 -2004-11-05,13.32,0.7750000000000001,0.39571446759259266,76.66,542.82,0.6624967021329381 -2004-11-06,6.0,-0.6900000000000001,0.3921108796296296,59.46,512.68,0.6884769649616808 -2004-11-07,3.9,-2.0300000000000002,0.3919487268518519,123.22,410.16,0.6928070087664712 -2004-11-08,1.96,-2.375,0.3884644675925926,123.45,414.56,0.6776518554497045 -2004-11-09,0.0,-5.85,0.38799999999999996,174.13,279.91,0.6624967021329381 -2004-11-10,0.0,-7.625,0.3848466435185185,205.74,217.03,0.6451765269137762 -2004-11-11,0.0,-4.025,0.3840003472222222,192.42,297.76,0.6451765269137762 -2004-11-12,0.0,-6.165,0.38166932870370374,212.78,228.17,0.6137837093290455 -2004-11-13,0.0,-8.4,0.3799997685185186,209.14,199.14,0.5888859574515005 -2004-11-14,0.0,-8.03,0.37920590277777777,206.63,200.65,0.5737308041347339 -2004-11-15,0.0,-4.055,0.37611087962962964,167.52,315.74,0.5694007603299435 -2004-11-16,0.0,-4.29,0.3759486111111111,159.08,314.27,0.5542456070131768 -2004-11-17,0.0,-6.21,0.37321898148148147,194.39,240.0,0.5380079427452128 -2004-11-18,0.0,-2.7350000000000003,0.3719998842592593,158.67,348.95,0.5369254317940151 -2004-11-19,0.0,1.5499999999999998,0.37120578703703705,78.23,600.0,0.5271828332332367 -2004-11-20,0.0,0.6499999999999999,0.3684645833333333,121.38,504.23,0.5152752127700628 -2004-11-21,0.0,-1.415,0.3680003472222222,154.99,400.0,0.5152752127700628 -2004-11-22,0.0,-0.05499999999999994,0.36615196759259255,119.87,480.0,0.5087801470628772 -2004-11-23,0.0,-1.46,0.3644642361111111,179.93,354.51,0.501202570404494 -2004-11-24,3.27,1.015,0.36400011574074076,151.17,453.97,0.5044501032580868 -2004-11-25,20.36,5.12,0.3621513888888889,99.84,663.28,0.7772428629598849 -2004-11-26,10.03,-0.7850000000000001,0.3604638888888889,135.28,387.27,0.9872499874922213 -2004-11-27,0.0,-6.095000000000001,0.3599998842592593,135.46,291.88,1.0283854036377307 -2004-11-28,0.0,-2.98,0.35920578703703704,165.42,329.42,1.1474616082694677 -2004-11-29,24.45,0.32000000000000006,0.3572189814814815,95.68,486.68,1.6778919743562972 -2004-11-30,0.0,-2.5599999999999996,0.35611041666666665,161.99,351.09,1.9160443836197718 -2004-12-01,13.59,-2.9,0.3559483796296296,139.55,350.62,2.14337168337127 -2004-12-02,21.78,-4.625,0.3546476851851852,111.32,321.94,2.3706989831227685 -2004-12-03,0.0,-13.16,0.35321898148148145,195.07,131.71,2.424824530682649 -2004-12-04,0.0,-14.35,0.35211030092592593,196.42,116.96,2.435649640194625 -2004-12-05,2.07,-9.86,0.35199988425925927,192.54,160.0,2.413999421170673 -2004-12-06,0.0,-13.735,0.35171423611111113,187.63,119.87,2.327398545074864 -2004-12-07,0.0,-16.57,0.3506474537037037,190.44,85.79,2.240797668979055 -2004-12-08,11.36,-11.620000000000001,0.34966921296296294,118.15,167.71,2.229972559467079 -2004-12-09,2.97,-8.67,0.3488465277777778,114.81,236.03,2.1650219023952224 -2004-12-10,0.0,-8.865,0.3481105324074074,162.3,200.02,2.0675959167874374 -2004-12-11,18.83,-5.665,0.3480079861111111,88.82,309.99,2.0675959167874374 -2004-12-12,9.51,-4.25,0.34794849537037037,58.6,382.76,2.0784210262994134 -2004-12-13,2.25,-6.154999999999999,0.34771435185185184,99.58,306.88,1.9809950406916284 -2004-12-14,1.43,-8.09,0.3472057870370371,135.08,251.23,1.9052192741077956 -2004-12-15,0.0,-14.969999999999999,0.3466476851851852,181.97,118.46,1.8077932885000105 -2004-12-16,0.0,-15.145,0.3466476851851852,193.55,114.86,1.742842631428154 -2004-12-17,2.3,-8.475,0.3461518518518519,166.33,199.91,1.6778919743562972 -2004-12-18,0.0,-14.225,0.3461518518518519,203.82,80.0,1.5804659887485122 -2004-12-19,0.0,-11.675,0.3456693287037037,180.26,147.66,1.5155153316766559 -2004-12-20,3.17,-9.31,0.3456693287037037,122.77,208.3,1.461389784116775 -2004-12-21,1.86,-16.52,0.3461518518518519,140.38,112.22,1.4072642365568944 -2004-12-22,0.18,-13.49,0.3461518518518519,188.08,120.05,1.3423135794850378 -2004-12-23,10.52,-2.6900000000000004,0.3461518518518519,127.44,317.37,1.3098382509491096 -2004-12-24,17.24,-1.9749999999999996,0.3466476851851852,146.6,280.5,1.7103673028922255 -2004-12-25,0.0,-16.37,0.3472057870370371,189.17,94.54,1.7211924124042017 -2004-12-26,0.0,-18.89,0.34771435185185184,177.93,80.0,1.9809950406916284 -2004-12-27,1.04,-17.665,0.34794849537037037,108.08,120.0,1.8943941645958196 -2004-12-28,0.0,-17.395,0.34800000000000003,168.78,92.24,2.110896354835342 -2004-12-29,1.24,-13.065,0.3480079861111111,192.27,120.31,1.9485197121557 -2004-12-30,0.0,-14.459999999999999,0.3484641203703704,202.98,92.56,1.9160443836197718 -2004-12-31,0.62,-13.765,0.3482361111111111,197.63,106.44,1.8943941645958196 -2005-01-01,6.12,-3.97,0.34921886574074074,147.2,229.97,1.9160443836197718 -2005-01-02,2.59,-11.685,0.35015162037037034,179.96,119.31,1.8835690550838433 -2005-01-03,5.56,-10.385000000000002,0.35120578703703703,139.92,156.72,1.8402686170359388 -2005-01-04,0.0,-10.379999999999999,0.3519482638888889,181.94,159.46,1.7861430694760585 -2005-01-05,0.0,-15.795,0.35200787037037035,166.97,111.36,1.7320175219161775 -2005-01-06,0.31,-18.62,0.35284641203703704,187.81,80.0,1.6778919743562972 -2005-01-07,3.68,-13.52,0.3541518518518519,137.83,126.55,1.6129413172844407 -2005-01-08,0.0,-8.305,0.35571446759259256,151.85,217.05,1.5588157697245602 -2005-01-09,0.0,-11.389999999999999,0.35600000000000004,166.44,160.0,1.4938651126527034 -2005-01-10,1.46,-10.7,0.3564643518518519,149.19,173.01,1.4289144555808466 -2005-01-11,4.1,-11.075,0.35815185185185183,126.35,168.04,1.3747889080209663 -2005-01-12,0.45,-18.105,0.3599482638888889,221.58,78.86,1.3314884699730618 -2005-01-13,2.37,-9.455,0.36000787037037035,201.76,148.61,1.2881880319251573 -2005-01-14,6.76,0.5499999999999998,0.36121863425925926,156.84,355.32,1.2557127033892288 -2005-01-15,2.99,-9.48,0.3637142361111111,193.54,142.11,1.2232373748533005 -2005-01-16,0.0,-13.395,0.36400011574074076,160.71,155.69,1.2232373748533005 -2005-01-17,2.89,-14.295000000000002,0.36521898148148146,95.81,157.03,1.2124122653413245 -2005-01-18,2.27,-19.095,0.36771435185185186,110.72,108.08,1.2015871558293483 -2005-01-19,0.41,-22.674999999999997,0.3680083333333333,214.56,40.0,1.1907620463173723 -2005-01-20,5.72,-17.919999999999998,0.3696696759259259,157.91,80.55,1.16911182729342 -2005-01-21,2.46,-21.509999999999998,0.3719483796296296,166.0,74.82,1.1258113892455155 -2005-01-22,0.0,-24.785,0.37211041666666667,205.25,40.0,1.0814284402464136 -2005-01-23,0.0,-23.03,0.3746479166666667,209.68,47.94,1.0370454912473115 -2005-01-24,0.0,-20.795,0.3760002314814815,224.0,77.69,0.9959100751018022 -2005-01-25,0.0,-18.15,0.3772188657407407,183.08,100.97,0.9655997684682691 -2005-01-26,0.0,-20.27,0.3799997685185186,185.45,80.0,0.9331244399323408 -2005-01-27,0.0,-24.1,0.3804640046296296,261.82,40.0,0.9060616661524006 -2005-01-28,0.0,-22.52,0.383714699074074,253.27,40.03,0.8789988923724602 -2005-01-29,0.0,-19.285,0.38400833333333334,271.99,75.39,0.8584311842997057 -2005-01-30,0.0,-12.47,0.3866476851851852,258.45,120.0,0.8389459871781486 -2005-01-31,0.0,-14.545,0.38799999999999996,292.79,80.0,0.8194607900565917 -2005-02-01,0.0,-13.370000000000001,0.3901519675925926,298.38,83.16,0.804305636739825 -2005-02-02,0.0,-11.05,0.39200034722222227,303.87,120.0,0.7902329943742561 -2005-02-03,0.0,-9.2,0.3936696759259259,306.35,121.09,0.7772428629598849 -2005-02-04,0.0,-7.0649999999999995,0.39600023148148145,303.0,164.58,0.7664177534479087 -2005-02-05,0.0,-5.5,0.3972188657407407,300.75,196.74,0.7566751548871301 -2005-02-06,0.0,-4.83,0.40000023148148145,304.64,200.0,0.749097578228747 -2005-02-07,0.0,-3.4,0.4012189814814815,290.99,249.89,0.7415200015703636 -2005-02-08,1.72,0.5350000000000001,0.40399999999999997,202.27,426.67,0.7361074468143756 -2005-02-09,6.45,-0.3800000000000001,0.40521898148148144,114.08,454.57,0.72961238110719 -2005-02-10,6.56,-5.460000000000001,0.4080003472222223,151.52,302.74,0.7252823373023994 -2005-02-11,16.15,-8.23,0.40966990740740744,84.38,275.01,0.7339424249119803 -2005-02-12,0.96,-8.335,0.41200046296296294,165.73,247.13,0.7458500453751541 -2005-02-13,0.0,-9.995000000000001,0.41464768518518513,193.99,200.01,0.7404374906191661 -2005-02-14,0.0,-15.290000000000001,0.4159996527777778,364.28,80.0,0.720952293497609 -2005-02-15,4.07,-7.335000000000001,0.419205324074074,251.35,186.36,0.710127183985633 -2005-02-16,3.49,-0.17500000000000004,0.41999976851851856,142.76,460.2,0.710127183985633 -2005-02-17,5.1,-5.390000000000001,0.42400011574074076,230.63,240.66,0.710127183985633 -2005-02-18,0.0,-12.504999999999999,0.42400011574074076,338.77,120.0,0.710127183985633 -2005-02-19,0.0,-16.105,0.428,347.96,80.65,0.7057971401808425 -2005-02-20,0.0,-19.33,0.42846388888888887,303.84,79.88,0.7014670963760521 -2005-02-21,0.0,-21.395,0.43200000000000005,371.13,40.0,0.6971370525712616 -2005-02-22,3.54,-15.174999999999999,0.4336695601851852,229.39,114.74,0.6863119430592853 -2005-02-23,2.12,-11.235000000000001,0.43600011574074077,257.97,172.34,0.6754868335473093 -2005-02-24,0.0,-15.66,0.4399488425925926,377.11,80.0,0.6624967021329381 -2005-02-25,0.0,-15.03,0.4400003472222222,371.17,88.95,0.651671592620962 -2005-02-26,0.0,-15.665,0.4440001157407408,394.33,81.59,0.6408464831089858 -2005-02-27,0.0,-13.065,0.4440081018518519,326.71,133.44,0.6300213735970097 -2005-02-28,0.0,-11.29,0.4480001157407407,349.45,152.81,0.6202787750362311 -2005-03-01,6.04,-8.719999999999999,0.4501516203703704,251.99,210.64,0.6116186874266503 -2005-03-02,10.76,-6.345000000000001,0.452,91.16,320.0,0.6191962640850336 -2005-03-03,2.69,-10.3,0.45599953703703705,246.43,195.67,0.6116186874266503 -2005-03-04,0.0,-13.035,0.45599953703703705,330.33,156.34,0.5921334903050932 -2005-03-05,0.0,-11.79,0.46,413.19,133.83,0.5715657822323387 -2005-03-06,1.92,-8.485,0.4604638888888889,329.91,200.0,0.5629056946227577 -2005-03-07,5.95,-12.24,0.463999537037037,342.05,120.0,0.5553281179643744 -2005-03-08,21.65,-9.41,0.46799976851851854,321.76,172.3,0.5596581617691649 -2005-03-09,32.59,-9.825,0.46799976851851854,271.65,194.55,0.565070716525153 -2005-03-10,4.08,-18.455,0.4719996527777777,344.53,80.0,0.5509980741595841 -2005-03-11,0.0,-16.805,0.4719996527777777,509.81,80.0,0.5315128770380272 -2005-03-12,1.18,-10.74,0.4760001157407408,495.49,131.82,0.5174402346724581 -2005-03-13,0.0,-10.38,0.4800005787037037,513.67,122.34,0.5120276799164701 -2005-03-14,1.21,-6.17,0.4800005787037037,417.25,232.42,0.5055326142092844 -2005-03-15,3.55,-1.9499999999999997,0.4840002314814815,175.87,426.03,0.5001200594532963 -2005-03-16,0.0,-1.565,0.4840002314814815,412.7,343.0,0.4947075046973083 -2005-03-17,0.0,-2.535,0.48800034722222224,427.74,320.0,0.4903774608925179 -2005-03-18,4.82,-3.6750000000000003,0.4919994212962963,318.64,313.83,0.48496490613652976 -2005-03-19,6.21,-3.19,0.4919994212962963,237.0,355.06,0.48171737328293696 -2005-03-20,0.0,-4.449999999999999,0.4959997685185185,429.42,281.87,0.47738732947814655 -2005-03-21,0.0,-4.165,0.4959997685185185,495.7,258.15,0.47413979662455363 -2005-03-22,0.0,-1.42,0.4999997685185186,404.68,374.34,0.47089226377096083 -2005-03-23,0.04,-1.13,0.503999537037037,338.64,419.26,0.46764473091736797 -2005-03-24,0.0,-3.0549999999999997,0.503999537037037,524.42,276.82,0.4643971980637752 -2005-03-25,0.0,-1.9949999999999997,0.5079996527777778,468.6,332.75,0.46223217616137996 -2005-03-26,0.0,-7.284999999999999,0.5079996527777778,577.18,169.04,0.4600671542589847 -2005-03-27,0.0,-4.51,0.511999537037037,596.83,189.99,0.4589846433077871 -2005-03-28,0.01,-1.0349999999999997,0.5159998842592592,552.24,302.74,0.45681962140539184 -2005-03-29,7.84,1.4699999999999998,0.5159998842592592,252.52,514.15,0.45140706664940383 -2005-03-30,0.0,2.23,0.520000462962963,404.61,510.79,0.44274697903982296 -2005-03-31,0.0,1.145,0.520000462962963,571.19,352.57,0.4362519133326373 -2005-04-01,3.49,1.715,0.5240002314814816,334.17,472.53,0.4275918257230564 -2005-04-02,11.36,1.71,0.5279998842592593,124.09,600.16,0.43192186952784684 -2005-04-03,18.94,3.6100000000000003,0.5279998842592593,162.75,665.68,0.5704832712811411 -2005-04-04,13.25,3.57,0.5319998842592593,152.8,679.67,0.8172957681541964 -2005-04-05,3.51,2.945,0.5319998842592593,230.22,605.26,1.277362922413181 -2005-04-06,0.0,3.275,0.5359994212962963,527.12,480.06,1.861918836059891 -2005-04-07,3.08,2.62,0.5395353009259259,449.83,491.98,2.7062773779940277 -2005-04-08,9.84,1.8399999999999999,0.54,239.73,557.37,3.2367077440808574 -2005-04-09,0.0,2.4699999999999998,0.5439997685185185,464.98,519.49,3.745487891143735 -2005-04-10,0.0,2.17,0.5439997685185185,454.01,510.27,4.135191833574875 -2005-04-11,0.0,-0.8599999999999999,0.5479999999999999,470.17,404.07,4.42746979039823 -2005-04-12,0.28,-0.5900000000000001,0.5498481481481481,329.13,476.68,4.600671542589847 -2005-04-13,2.04,0.09499999999999997,0.5520004629629629,299.65,511.32,4.698097528197632 -2005-04-14,0.22,0.9650000000000001,0.5559922453703704,417.06,505.1,4.708922637709608 -2005-04-15,0.0,-0.02499999999999991,0.5560002314814815,618.87,360.0,4.665622199661704 -2005-04-16,0.0,2.535,0.56,669.05,358.5,4.643971980637752 -2005-04-17,0.0,6.710000000000001,0.5600517361111111,677.64,429.78,4.817173732829369 -2005-04-18,0.0,7.305,0.5639996527777777,640.01,547.21,5.239353003796438 -2005-04-19,0.0,5.83,0.5663305555555556,657.75,468.53,5.769783369883268 -2005-04-20,0.0,7.534999999999999,0.5679997685185185,599.39,618.73,6.733218116449141 -2005-04-21,0.0,2.4250000000000003,0.5715351851851852,529.42,479.83,7.534276220335373 -2005-04-22,0.0,2.035,0.5719994212962963,569.46,445.91,7.826554177158728 -2005-04-23,5.18,3.2,0.5760005787037037,460.39,520.18,7.956455491302442 -2005-04-24,11.45,3.84,0.5760005787037037,234.87,649.6,8.205433010077892 -2005-04-25,12.09,7.290000000000001,0.5800003472222222,313.59,783.18,10.197253160281496 -2005-04-26,8.59,6.865,0.5807946759259259,450.34,692.06,12.990131414371334 -2005-04-27,0.0,6.595,0.5840005787037037,650.29,569.29,12.665378129012051 -2005-04-28,17.98,6.41,0.5853530092592593,388.39,675.41,12.990131414371334 -2005-04-29,34.42,2.56,0.5880002314814815,234.67,600.0,14.505646746047988 -2005-04-30,6.98,5.029999999999999,0.5903311342592593,400.64,614.59,14.505646746047988 -2005-05-01,5.99,7.875,0.5920008101851852,383.57,770.19,14.938651126527033 -2005-05-02,1.91,6.76,0.5943310185185184,519.94,706.6,14.61389784116775 -2005-05-03,0.46,5.61,0.5959997685185184,565.58,610.74,13.85614017532942 -2005-05-04,0.0,4.84,0.5987809027777777,609.93,548.74,12.881880319251572 -2005-05-05,0.0,4.955,0.5999998842592592,648.61,505.26,11.907620463173723 -2005-05-06,0.0,6.9350000000000005,0.6027810185185185,692.79,490.07,11.041611702215635 -2005-05-07,0.02,8.64,0.6039996527777778,603.84,700.35,10.229728488817425 -2005-05-08,4.39,6.845,0.6063304398148148,254.17,800.0,9.461145713467122 -2005-05-09,2.55,8.469999999999999,0.6079995370370371,430.05,759.04,8.898240018844364 -2005-05-10,0.0,13.965,0.6098476851851852,623.21,945.02,8.27038366714975 -2005-05-11,0.0,15.440000000000001,0.6120002314814815,619.48,1033.98,7.65335242496711 -2005-05-12,4.35,6.955,0.6133524305555556,469.96,582.01,7.047146292296449 -2005-05-13,0.0,1.5799999999999998,0.6159914351851852,499.24,467.55,6.48424059767369 -2005-05-14,0.0,4.17,0.6162851851851852,585.38,504.95,5.997110669634766 -2005-05-15,3.37,7.19,0.6195356481481481,408.65,737.4,5.5749313986676965 -2005-05-16,13.42,6.12,0.6199998842592592,137.51,845.29,5.336778989404223 -2005-05-17,6.05,6.615,0.6227818287037037,266.46,779.87,5.1202767991647 -2005-05-18,0.0,7.435,0.6240006944444445,533.31,710.81,4.838823951853322 -2005-05-19,0.01,7.745,0.6253526620370371,594.75,672.08,4.557371104541943 -2005-05-20,0.95,8.225,0.6278895833333333,446.24,798.28,4.275918257230564 -2005-05-21,3.24,7.055,0.6280518518518519,261.18,829.44,4.081066286014994 -2005-05-22,11.08,6.2299999999999995,0.6303303240740741,183.14,829.51,3.8970394243114 -2005-05-23,15.55,7.654999999999999,0.6319916666666667,231.37,890.22,4.156842052598827 -2005-05-24,2.1,9.265,0.6322856481481481,516.9,785.83,4.146016943086851 -2005-05-25,0.0,8.775,0.6347809027777778,663.01,625.05,4.070241176503018 -2005-05-26,3.91,10.18,0.6360001157407408,448.45,789.1,3.9295147528473287 -2005-05-27,10.69,9.095,0.6362856481481481,318.01,891.06,3.994465409919185 -2005-05-28,0.44,10.445,0.6387810185185185,273.62,1083.61,3.9728151908952327 -2005-05-29,4.51,11.685,0.6399917824074074,201.53,1191.15,3.9295147528473287 -2005-05-30,5.15,11.76,0.6400512731481481,300.08,1095.42,3.9295147528473287 -2005-05-31,0.0,12.765,0.6418483796296296,595.32,934.87,3.810438548215591 -2005-06-01,0.0,14.46,0.6435354166666667,661.31,845.28,3.6697121245599016 -2005-06-02,0.0,17.47,0.6439998842592592,645.64,1045.28,3.485685262856308 -2005-06-03,0.0,20.715,0.6442856481481481,611.49,1377.59,3.2908332916407383 -2005-06-04,0.0,19.775000000000002,0.6458482638888889,591.98,1369.89,3.085156210913192 -2005-06-05,3.26,17.595,0.6471538194444444,498.43,1272.48,2.8794791301856457 -2005-06-06,3.9,12.675,0.6479927083333333,409.01,1089.79,2.7820531445778607 -2005-06-07,12.53,12.815000000000001,0.6480521990740741,355.08,1066.23,2.717102487506004 -2005-06-08,0.0,14.375,0.6487947916666666,530.56,1105.82,2.53307562580241 -2005-06-09,0.0,11.765,0.6498487268518519,633.94,733.77,2.3923492021467205 -2005-06-10,0.0,17.955,0.6507814814814814,615.59,1086.72,2.2732729975149835 -2005-06-11,0.0,22.355,0.6515357638888889,541.44,1695.49,2.132546573859294 -2005-06-12,5.14,22.259999999999998,0.6519921296296297,350.47,1867.43,2.0567708072754614 -2005-06-13,8.45,21.375,0.6520001157407407,366.83,1726.68,2.154196792883246 -2005-06-14,8.15,15.665000000000001,0.6520517361111111,321.2,1296.51,2.1974972309311505 -2005-06-15,7.78,10.59,0.6522856481481482,180.19,1093.26,2.1650219023952224 -2005-06-16,13.63,9.675,0.6527943287037037,152.85,1052.45,2.229972559467079 -2005-06-17,6.15,9.35,0.653352662037037,140.17,1045.28,2.229972559467079 -2005-06-18,8.58,8.695,0.653848611111111,180.65,958.6,2.3923492021467205 -2005-06-19,2.58,11.075,0.653848611111111,395.53,919.98,2.446474749706601 -2005-06-20,0.0,14.98,0.653848611111111,570.12,919.05,2.4031743116586965 -2005-06-21,0.0,19.525,0.6543310185185185,527.41,1335.69,2.316573435562888 -2005-06-22,2.77,16.735,0.6543310185185185,415.68,1234.37,2.1758470119071984 -2005-06-23,0.0,11.365,0.653848611111111,542.56,762.43,2.0675959167874374 -2005-06-24,0.04,16.255000000000003,0.653848611111111,503.96,1138.29,1.9485197121557 -2005-06-25,0.0,21.689999999999998,0.653352662037037,440.98,1743.22,1.8186183980119868 -2005-06-26,0.0,21.265,0.653352662037037,464.84,1609.71,1.7103673028922255 -2005-06-27,0.0,19.055,0.6527943287037037,527.08,1206.3,1.6021162077724647 -2005-06-28,0.0,23.740000000000002,0.6522856481481482,463.59,1782.45,1.5155153316766559 -2005-06-29,0.0,23.47,0.6520517361111111,386.64,1989.8,1.4289144555808466 -2005-06-30,0.0,20.14,0.6519921296296297,412.54,1567.7,1.3531386889970138 -2005-07-01,0.0,18.565,0.6518894675925926,353.41,1559.09,1.2881880319251573 -2005-07-02,0.61,18.255,0.6511538194444445,326.86,1561.34,1.179936936805396 -2005-07-03,0.0,14.715,0.6503311342592593,496.78,956.95,1.0933360607095872 -2005-07-04,0.0,19.21,0.6493528935185184,501.49,1239.1,1.032715447442521 -2005-07-05,1.24,19.86,0.6482863425925927,448.13,1413.03,0.9785898998826404 -2005-07-06,8.53,17.6,0.6480008101851852,310.31,1343.76,0.9504446151515026 -2005-07-07,0.0,14.3,0.647890162037037,501.65,903.01,0.9038966442500053 -2005-07-08,0.0,15.645,0.64678125,513.01,921.53,0.848688585738927 -2005-07-09,4.97,17.09,0.645352199074074,448.48,1171.87,0.812965724349406 -2005-07-10,32.41,19.11,0.6440515046296297,264.24,1592.23,1.1907620463173723 -2005-07-11,1.81,20.035,0.6438894675925926,359.58,1601.4,0.9915800312970118 -2005-07-12,7.88,19.09,0.6427809027777778,353.67,1361.64,0.9428670384931193 -2005-07-13,0.0,18.39,0.6407940972222222,422.97,1369.48,0.9125567318595862 -2005-07-14,10.69,18.93,0.6399997685185186,241.84,1620.18,1.0121477393697664 -2005-07-15,5.86,18.185000000000002,0.6395354166666667,378.23,1371.54,1.2448875938772528 -2005-07-16,0.0,18.11,0.6378482638888888,488.25,1136.2,1.2340624843652768 -2005-07-17,0.0,20.045,0.6360001157407408,487.1,1244.93,1.2232373748533005 -2005-07-18,0.0,23.425,0.6355359953703703,394.9,1833.24,1.2015871558293483 -2005-07-19,4.57,25.165,0.6338483796296296,243.66,2275.63,1.1907620463173723 -2005-07-20,8.05,22.395,0.6319996527777777,280.1,1834.61,1.16911182729342 -2005-07-21,0.0,19.205,0.6315355324074073,437.74,1335.47,1.0933360607095872 -2005-07-22,0.43,20.625,0.6287943287037038,395.23,1545.0,1.0175602941257544 -2005-07-23,5.12,18.97,0.628,305.86,1386.86,0.9840024546386285 -2005-07-24,0.58,16.66,0.6267813657407407,363.99,1281.72,0.9049791552012029 -2005-07-25,2.1,14.925,0.624052199074074,320.45,1230.25,0.8616787171532985 -2005-07-26,0.0,17.835,0.6238902777777778,381.16,1361.78,0.804305636739825 -2005-07-27,6.42,20.32,0.6207944444444444,224.95,1771.42,0.793480527227849 -2005-07-28,0.06,15.185,0.6199998842592592,434.89,1062.14,0.7534276220335374 -2005-07-29,0.0,15.22,0.6183303240740741,476.93,936.9,0.7122922058880281 -2005-07-30,0.0,14.709999999999999,0.615999537037037,455.07,958.59,0.65708414737695 -2005-07-31,0.0,12.925,0.6151532407407407,476.09,800.42,0.6137837093290455 -2005-08-01,4.98,14.920000000000002,0.6120002314814815,262.49,1178.85,0.5942985122074885 -2005-08-02,7.54,16.855,0.6115356481481482,210.86,1442.99,0.5726482931835363 -2005-08-03,0.0,15.64,0.6080510416666667,384.89,1182.72,0.5358429208428175 -2005-08-04,0.0,15.42,0.6078891203703704,441.83,1036.69,0.5109451689652724 -2005-08-05,1.11,19.064999999999998,0.6042853009259259,373.14,1388.26,0.4957900156485059 -2005-08-06,0.0,18.03,0.6039916666666666,428.39,1256.4,0.45248957760060143 -2005-08-07,0.0,16.845,0.6002854166666667,466.62,1051.94,0.4416644680886253 -2005-08-08,0.0,20.14,0.5999998842592592,408.72,1456.84,0.3961990081383257 -2005-08-09,0.0,22.07,0.5962851851851851,424.77,1571.29,0.3767138110167687 -2005-08-10,0.81,23.285,0.5959997685185184,343.69,1923.18,0.3637236796023974 -2005-08-11,9.11,21.165,0.5920523148148148,243.86,1774.6,0.3496510372368284 -2005-08-12,0.0,16.205000000000002,0.591992824074074,461.06,992.26,0.3323308620176666 -2005-08-13,3.94,18.405,0.5880002314814815,314.83,1332.7,0.3290833291640738 -2005-08-14,0.0,18.424999999999997,0.5879922453703703,307.74,1524.26,0.30526808823772633 -2005-08-15,0.0,15.675,0.5840005787037037,395.26,1132.16,0.28470038016497173 -2005-08-16,0.0,16.035,0.5835359953703704,469.27,929.14,0.26521518304341474 -2005-08-17,4.72,16.415,0.5800003472222222,292.7,1213.54,0.24789500782425294 -2005-08-18,0.0,12.035,0.5787818287037036,402.19,873.7,0.22191474499551028 -2005-08-19,0.0,11.165000000000001,0.5760005787037037,460.57,700.73,0.20892461358113892 -2005-08-20,2.86,14.065000000000001,0.5738478009259259,360.03,1013.78,0.20675959167874372 -2005-08-21,7.87,17.52,0.5719994212962963,173.14,1578.87,0.23382236545868398 -2005-08-22,7.72,17.384999999999998,0.5680513888888888,264.81,1329.29,0.2598026282874267 -2005-08-23,8.13,15.495000000000001,0.5679997685185185,267.31,1177.49,0.2630501611410195 -2005-08-24,4.11,15.305,0.5639996527777777,212.47,1292.44,0.22732729975149835 -2005-08-25,0.0,15.21,0.5639916666666667,357.43,1149.35,0.20784210262994132 -2005-08-26,0.0,16.11,0.56,435.65,980.7,0.1926869493131748 -2005-08-27,0.0,17.605,0.558330324074074,451.98,984.07,0.1818618398011987 -2005-08-28,0.0,18.605,0.5560002314814815,391.34,1287.68,0.17861430694760583 -2005-08-29,9.8,19.615000000000002,0.5520519675925926,207.13,1681.2,0.17969681789880346 -2005-08-30,20.11,20.36,0.5520004629629629,197.45,1781.14,0.20675959167874372 -2005-08-31,38.64,20.185000000000002,0.5479999999999999,149.38,1902.23,0.3344958839200618 -2005-09-01,42.08,19.41,0.5479921296296296,172.09,1753.74,1.074933374539228 -2005-09-02,0.0,18.185,0.5439997685185185,337.24,1390.42,0.6473415488161715 -2005-09-03,0.0,17.41,0.540794212962963,325.4,1356.96,0.5878034465003028 -2005-09-04,0.0,13.969999999999999,0.54,361.21,1018.29,0.545585519403596 -2005-09-05,0.0,11.535,0.5359994212962963,399.83,792.81,0.520687767526051 -2005-09-06,0.0,13.43,0.5359994212962963,418.89,821.61,0.49687252659970355 -2005-09-07,0.0,15.72,0.5319998842592593,417.32,937.68,0.48388239518533216 -2005-09-08,0.7,17.095,0.5298482638888888,326.59,1289.86,0.48388239518533216 -2005-09-09,7.82,13.275,0.5279998842592593,254.07,994.81,0.47738732947814655 -2005-09-10,0.0,9.620000000000001,0.5240002314814816,350.08,759.13,0.4557371104541943 -2005-09-11,0.0,9.26,0.5240002314814816,390.44,658.36,0.43192186952784684 -2005-09-12,1.01,13.495000000000001,0.520000462962963,346.55,978.34,0.41460169430868504 -2005-09-13,0.0,13.17,0.5183310185185186,400.33,798.45,0.41027165050389464 -2005-09-14,0.0,16.04,0.5159998842592592,347.83,1132.09,0.40485909574790657 -2005-09-15,0.0,18.380000000000003,0.511999537037037,285.44,1474.66,0.38970394243114004 -2005-09-16,0.14,14.07,0.511999537037037,337.69,1004.36,0.3713012562607806 -2005-09-17,7.95,13.850000000000001,0.5079996527777778,185.35,1182.11,0.37887883291916397 -2005-09-18,7.56,12.06,0.5067805555555556,114.89,1197.54,0.39295147528473284 -2005-09-19,2.25,12.23,0.503999537037037,265.23,957.11,0.3994465409919185 -2005-09-20,2.64,10.97,0.4999997685185186,343.48,728.94,0.38753892052874483 -2005-09-21,5.06,11.52,0.4999997685185186,196.63,968.86,0.3972815190895233 -2005-09-22,5.17,11.14,0.4959997685185185,217.25,920.0,0.3907864533823376 -2005-09-23,5.17,12.09,0.49366840277777774,201.34,996.38,0.39511649718712805 -2005-09-24,0.0,8.18,0.4919994212962963,335.08,661.36,0.37346627816317585 -2005-09-25,1.1,7.46,0.48800034722222224,349.07,582.73,0.3637236796023974 -2005-09-26,24.55,10.56,0.48800034722222224,219.67,853.8,0.5369254317940151 -2005-09-27,33.95,10.76,0.4840002314814815,180.99,949.18,1.1258113892455155 -2005-09-28,0.0,10.004999999999999,0.48167002314814816,346.0,707.79,1.0392105131497067 -2005-09-29,2.41,11.75,0.4800005787037037,291.16,896.36,1.179936936805396 -2005-09-30,14.95,8.82,0.4760001157407408,228.66,733.3,1.36396379850899 -2005-10-01,0.0,7.08,0.4760001157407408,328.26,581.77,1.3964391270449183 -2005-10-02,0.0,11.48,0.4719996527777777,328.74,761.42,1.4072642365568944 -2005-10-03,0.0,14.48,0.4701513888888889,338.03,862.37,1.4180893460688704 -2005-10-04,0.0,16.51,0.46799976851851854,328.28,990.18,1.4072642365568944 -2005-10-05,0.0,18.805,0.463999537037037,274.88,1372.77,1.3856140175329423 -2005-10-06,0.0,15.954999999999998,0.463999537037037,253.6,1222.19,1.3531386889970138 -2005-10-07,2.74,14.135000000000002,0.46,224.47,1146.67,1.36396379850899 -2005-10-08,28.46,8.69,0.45920532407407405,169.93,790.89,1.6021162077724647 -2005-10-09,2.46,5.815,0.45599953703703705,94.29,800.01,1.742842631428154 -2005-10-10,3.82,7.08,0.45200810185185186,74.28,893.25,1.851093726547915 -2005-10-11,2.62,7.255,0.452,123.48,826.61,1.9918201502036044 -2005-10-12,0.0,5.52,0.4480001157407407,293.14,540.88,2.035120588251509 -2005-10-13,0.0,6.3950000000000005,0.4480001157407407,285.72,583.46,2.0675959167874374 -2005-10-14,0.0,8.18,0.4440001157407408,230.73,763.73,2.0567708072754614 -2005-10-15,22.76,10.075,0.44166932870370373,106.77,1009.88,2.0675959167874374 -2005-10-16,58.15,8.29,0.4400003472222222,77.19,949.11,4.308393585766492 -2005-10-17,17.42,7.140000000000001,0.43611064814814815,71.84,895.84,6.516715926209619 -2005-10-18,0.01,7.92,0.43600011574074077,99.94,920.0,7.090446730344353 -2005-10-19,6.38,7.23,0.43200000000000005,120.94,825.36,7.133747168392257 -2005-10-20,8.6,5.64,0.43194837962962956,133.67,705.53,7.068796511320401 -2005-10-21,0.0,3.415,0.428,186.61,599.46,6.744043225961117 -2005-10-22,0.0,2.655,0.4261517361111111,221.25,525.53,6.386814612065905 -2005-10-23,0.0,3.7,0.42400011574074076,163.09,623.94,6.007935779146742 -2005-10-24,0.32,4.055,0.42121863425925926,125.84,683.51,5.6290569462275775 -2005-10-25,19.18,2.8099999999999996,0.41999976851851856,89.75,632.53,5.271828332332366 -2005-10-26,30.86,1.33,0.4164640046296296,75.54,596.84,5.542456070131769 -2005-10-27,9.41,1.025,0.4159996527777778,94.97,568.48,5.748133150859315 -2005-10-28,0.0,1.0699999999999998,0.4121109953703704,113.95,570.58,5.6182318367156014 -2005-10-29,0.0,0.2749999999999999,0.41200046296296294,232.82,427.71,5.445030084523984 -2005-10-30,0.0,3.0949999999999998,0.4080084490740741,260.76,442.21,5.206877675260509 -2005-10-31,0.19,6.5200000000000005,0.40794895833333333,214.83,681.95,5.033675923068892 -2005-11-01,0.0,8.93,0.40399999999999997,160.02,917.53,4.92542482794913 -2005-11-02,0.0,7.125,0.4037145833333334,196.15,757.63,4.795523513805417 -2005-11-03,2.95,1.6,0.40000023148148145,146.31,560.0,4.719747747221584 -2005-11-04,7.37,-0.5900000000000001,0.39971435185185183,88.26,505.15,4.633146871125776 -2005-11-05,4.63,-0.5399999999999999,0.3960082175925926,72.23,522.51,4.503245556982062 -2005-11-06,3.73,1.5,0.39571446759259266,111.47,588.55,4.340868914302421 -2005-11-07,15.74,3.755,0.3921108796296296,130.08,628.06,4.719747747221584 -2005-11-08,0.0,1.105,0.3919487268518519,161.29,534.89,4.752223075757513 -2005-11-09,0.0,-0.4950000000000001,0.3884644675925926,135.61,493.37,4.708922637709608 -2005-11-10,9.28,0.745,0.38799999999999996,88.45,554.05,4.730572856733561 -2005-11-11,0.0,-0.4600000000000002,0.3848466435185185,176.41,456.48,4.611496652101823 -2005-11-12,0.0,-1.5650000000000002,0.3840003472222222,150.22,445.37,4.405819571374277 -2005-11-13,0.0,-0.3900000000000001,0.38166932870370374,219.1,370.88,4.200142490646731 -2005-11-14,0.0,3.5699999999999994,0.3799997685185186,213.55,509.38,4.005290519431161 -2005-11-15,5.48,0.1499999999999999,0.37920590277777777,152.97,437.14,3.821263657727567 -2005-11-16,12.51,-0.5550000000000002,0.37611087962962964,122.31,446.53,3.70218745309583 -2005-11-17,11.79,2.42,0.3759486111111111,120.01,564.88,3.9295147528473287 -2005-11-18,0.76,-2.905,0.37321898148148147,167.88,368.54,3.886214314799424 -2005-11-19,0.0,-7.305000000000001,0.3719998842592593,205.16,230.44,3.799613438703615 -2005-11-20,0.0,-2.8000000000000003,0.37120578703703705,190.36,343.24,3.70218745309583 -2005-11-21,0.0,2.93,0.3684645833333333,91.48,650.9,3.593936357976069 -2005-11-22,30.54,3.85,0.3680003472222222,107.74,636.31,3.799613438703615 -2005-11-23,33.67,-1.6849999999999998,0.36615196759259255,116.7,415.95,4.903774608925178 -2005-11-24,9.74,-5.8,0.3644642361111111,134.16,290.41,5.06615125160482 -2005-11-25,8.3,-6.835,0.36400011574074076,131.96,269.02,5.185227456236557 -2005-11-26,0.0,-10.745,0.3621513888888889,205.57,166.0,5.022850813556915 -2005-11-27,2.35,-8.685,0.3604638888888889,185.74,200.0,4.838823951853322 -2005-11-28,0.48,-6.465,0.3599998842592593,211.35,212.1,4.643971980637752 -2005-11-29,2.81,0.9300000000000002,0.35920578703703704,159.89,456.36,4.492420447470086 -2005-11-30,10.49,6.795,0.3572189814814815,101.75,795.46,4.503245556982062 -2005-12-01,13.77,3.2449999999999997,0.35611041666666665,127.4,556.38,4.763048185269489 -2005-12-02,24.5,2.205,0.3559483796296296,103.64,566.24,5.8022586984191955 -2005-12-03,4.05,-2.745,0.3546476851851852,134.75,350.54,6.451765269137763 -2005-12-04,0.0,-7.4,0.35321898148148145,111.39,288.03,6.43011505011381 -2005-12-05,0.0,-6.925,0.35211030092592593,107.78,296.3,6.170312421826384 -2005-12-06,0.0,-9.190000000000001,0.35199988425925927,170.22,204.32,5.8022586984191955 -2005-12-07,0.0,-10.495,0.35171423611111113,144.34,200.01,5.4017296464760785 -2005-12-08,0.0,-11.625,0.3506474537037037,130.81,196.03,5.001200594532963 -2005-12-09,0.0,-11.844999999999999,0.34966921296296294,162.83,160.16,4.643971980637752 -2005-12-10,1.0,-10.73,0.3488465277777778,170.54,175.05,4.308393585766492 -2005-12-11,0.0,-5.425000000000001,0.3481105324074074,147.27,290.14,4.03776584796709 -2005-12-12,0.0,-6.595,0.3480079861111111,145.89,271.72,3.745487891143735 -2005-12-13,0.0,-14.7,0.34794849537037037,182.96,119.74,3.4423848248084035 -2005-12-14,0.0,-14.190000000000001,0.34771435185185184,137.29,152.79,3.1717570870090004 -2005-12-15,0.0,-12.815000000000001,0.3472057870370371,138.94,169.7,2.9119544587215738 -2005-12-16,1.43,-12.755,0.3466476851851852,178.05,130.43,2.6738020494580996 -2005-12-17,14.51,-8.379999999999999,0.3466476851851852,124.32,218.02,2.554725844826362 -2005-12-18,0.0,-5.135,0.3461518518518519,122.27,321.67,2.3923492021467205 -2005-12-19,0.0,-7.825,0.3461518518518519,152.98,239.14,2.240797668979055 -2005-12-20,0.0,-8.24,0.3456693287037037,126.04,252.94,2.110896354835342 -2005-12-21,0.0,-15.760000000000002,0.3456693287037037,191.13,87.63,1.9809950406916284 -2005-12-22,0.87,-16.435,0.3461518518518519,180.49,100.27,1.8402686170359388 -2005-12-23,1.32,-9.87,0.3461518518518519,179.06,171.1,1.742842631428154 -2005-12-24,4.39,-4.2700000000000005,0.3461518518518519,82.63,353.87,1.656241755332345 -2005-12-25,13.02,-3.33,0.3466476851851852,57.69,416.86,1.6021162077724647 -2005-12-26,36.91,-3.84,0.3472057870370371,57.47,403.07,1.5804659887485122 -2005-12-27,31.23,-8.42,0.34771435185185184,98.7,242.92,1.656241755332345 -2005-12-28,0.0,-14.71,0.34794849537037037,202.32,115.67,1.6887170838682732 -2005-12-29,11.93,-8.434999999999999,0.34800000000000003,141.86,205.5,1.5804659887485122 -2005-12-30,17.6,-5.87,0.3480079861111111,105.89,296.84,1.5155153316766559 -2005-12-31,4.79,-15.219999999999999,0.3484641203703704,157.94,108.88,1.537165550700608 -2006-01-01,0.0,-17.785,0.34921886574074074,189.06,79.99,1.5263404411886317 -2006-01-02,1.83,-13.275,0.35015162037037034,139.09,153.08,1.461389784116775 -2006-01-03,0.0,-16.425,0.35120578703703703,195.91,80.0,1.4072642365568944 -2006-01-04,0.0,-17.7,0.3519482638888889,200.54,80.0,1.36396379850899 -2006-01-05,0.0,-16.735,0.35200787037037035,190.0,81.44,1.3206633604610856 -2006-01-06,3.32,-9.255,0.35284641203703704,80.41,239.25,1.2881880319251573 -2006-01-07,1.92,-9.16,0.3541518518518519,91.99,246.03,1.2557127033892288 -2006-01-08,0.0,-17.465,0.35571446759259256,199.28,80.0,1.2232373748533005 -2006-01-09,0.67,-15.785,0.35600000000000004,175.35,120.0,1.1907620463173723 -2006-01-10,5.18,-9.57,0.3564643518518519,106.26,206.71,1.16911182729342 -2006-01-11,0.0,-6.71,0.35815185185185183,172.25,240.11,1.1366364987574917 -2006-01-12,10.94,-1.2149999999999999,0.3599482638888889,71.79,456.66,1.1149862797335395 -2006-01-13,0.04,2.1500000000000004,0.36000787037037035,80.88,601.36,1.0933360607095872 -2006-01-14,14.74,3.155,0.36121863425925926,102.43,575.9,1.1149862797335395 -2006-01-15,26.72,-4.18,0.3637142361111111,163.38,232.02,1.2557127033892288 -2006-01-16,2.84,-12.98,0.36400011574074076,117.61,159.89,1.4830400031407271 -2006-01-17,1.83,-11.43,0.36521898148148146,139.94,182.83,1.75366774094013 -2006-01-18,8.98,-7.0,0.36771435185185186,172.4,179.74,2.013470369227557 -2006-01-19,14.99,-1.005,0.3680083333333333,145.85,369.1,2.240797668979055 -2006-01-20,2.23,-6.055,0.3696696759259259,159.66,277.84,2.457299859218577 -2006-01-21,5.96,-3.385,0.3719483796296296,117.97,350.51,2.619676501898219 -2006-01-22,8.4,-10.86,0.37211041666666667,180.76,156.48,2.7712280350658847 -2006-01-23,0.0,-13.149999999999999,0.3746479166666667,214.08,135.25,2.825353582625765 -2006-01-24,2.0,-8.34,0.3760002314814815,175.61,239.82,2.825353582625765 -2006-01-25,1.0,-5.815,0.3772188657407407,175.54,285.69,2.8037033636018127 -2006-01-26,0.0,-7.99,0.3799997685185186,148.56,262.3,2.7712280350658847 -2006-01-27,0.0,-12.334999999999999,0.3804640046296296,240.41,139.53,2.717102487506004 -2006-01-28,0.0,-7.295,0.383714699074074,263.47,184.13,2.619676501898219 -2006-01-29,0.0,-6.58,0.38400833333333334,228.68,240.13,2.543900735314386 -2006-01-30,0.0,-8.97,0.3866476851851852,167.24,236.61,2.424824530682649 -2006-01-31,0.56,-7.74,0.38799999999999996,118.4,280.05,2.33822365458684 -2006-02-01,4.28,-5.87,0.3901519675925926,112.75,314.46,2.251622778491031 -2006-02-02,0.0,-9.05,0.39200034722222227,272.54,177.3,2.154196792883246 -2006-02-03,1.14,-5.145,0.3936696759259259,186.46,310.9,2.0784210262994134 -2006-02-04,11.53,-0.040000000000000036,0.39600023148148145,127.51,484.15,2.013470369227557 -2006-02-05,12.19,0.8399999999999999,0.3972188657407407,85.23,559.77,2.024295478739533 -2006-02-06,12.47,-1.23,0.40000023148148145,116.38,456.82,2.229972559467079 -2006-02-07,0.0,-8.125,0.4012189814814815,248.69,237.59,2.251622778491031 -2006-02-08,0.0,-11.925,0.40399999999999997,253.98,160.32,2.251622778491031 -2006-02-09,0.0,-15.48,0.40521898148148144,312.65,101.55,2.229972559467079 -2006-02-10,0.0,-18.67,0.4080003472222223,323.12,76.87,2.1974972309311505 -2006-02-11,0.0,-20.025,0.40966990740740744,325.57,67.84,2.132546573859294 -2006-02-12,0.0,-19.405,0.41200046296296294,340.33,49.34,2.045945697763485 -2006-02-13,0.79,-13.280000000000001,0.41464768518518513,289.53,133.19,1.9593448216676759 -2006-02-14,0.25,-10.6,0.4159996527777778,307.5,160.85,1.8727439455718675 -2006-02-15,0.1,-6.31,0.419205324074074,266.95,260.21,1.7969681789880345 -2006-02-16,0.12,-4.945,0.41999976851851856,266.19,289.79,1.75366774094013 -2006-02-17,11.63,-6.27,0.42400011574074076,218.16,256.03,1.8186183980119868 -2006-02-18,9.59,-13.84,0.42400011574074076,269.36,119.5,1.8186183980119868 -2006-02-19,0.0,-20.175,0.428,264.99,80.0,1.7753179599640823 -2006-02-20,0.0,-17.71,0.42846388888888887,351.03,80.12,1.7103673028922255 -2006-02-21,0.0,-12.18,0.43200000000000005,348.82,137.49,1.6454166458203692 -2006-02-22,0.0,-10.52,0.4336695601851852,358.93,160.0,1.5804659887485122 -2006-02-23,0.42,-8.78,0.43600011574074077,347.76,181.78,1.5155153316766559 -2006-02-24,2.94,-6.984999999999999,0.4399488425925926,236.59,247.74,1.461389784116775 -2006-02-25,0.0,-14.635,0.4400003472222222,385.57,101.92,1.4180893460688704 -2006-02-26,0.0,-17.255,0.4440001157407408,348.67,90.5,1.3747889080209663 -2006-02-27,0.0,-17.7,0.4440081018518519,247.88,120.0,1.3314884699730618 -2006-02-28,2.51,-17.235,0.4480001157407407,200.54,119.71,1.2881880319251573 -2006-03-01,1.8,-21.015,0.4501516203703704,392.63,52.29,1.2448875938772528 -2006-03-02,2.83,-18.14,0.452,343.6,80.0,1.2124122653413245 -2006-03-03,0.52,-14.83,0.45599953703703705,404.34,104.59,1.16911182729342 -2006-03-04,0.0,-10.719999999999999,0.45599953703703705,353.13,168.74,1.1366364987574917 -2006-03-05,0.0,-4.715,0.46,297.77,302.62,1.1041611702215632 -2006-03-06,0.0,-3.9099999999999997,0.4604638888888889,334.78,306.05,1.074933374539228 -2006-03-07,0.0,-7.155,0.463999537037037,423.34,186.61,1.0457055788568925 -2006-03-08,0.0,-9.145000000000001,0.46799976851851854,416.77,161.85,1.0153952722233592 -2006-03-09,0.0,-11.08,0.46799976851851854,458.39,118.24,0.9861674765410237 -2006-03-10,3.72,-5.165,0.4719996527777777,314.92,228.25,0.9634347465658739 -2006-03-11,1.29,2.135,0.4719996527777777,202.45,563.02,0.9461145713467122 -2006-03-12,0.32,0.7950000000000004,0.4760001157407408,387.79,394.58,0.9385369946883289 -2006-03-13,3.1,2.755,0.4800005787037037,258.29,513.93,0.9645172575170715 -2006-03-14,8.4,1.88,0.4800005787037037,146.69,579.41,1.0684383088320422 -2006-03-15,10.46,-1.5450000000000002,0.4840002314814815,140.08,456.44,1.2124122653413245 -2006-03-16,1.32,-5.265,0.4840002314814815,253.14,317.32,1.2340624843652768 -2006-03-17,0.0,-7.46,0.48800034722222224,312.62,257.76,1.2557127033892288 -2006-03-18,0.0,-9.055,0.4919994212962963,312.64,224.86,1.2881880319251573 -2006-03-19,0.0,-10.295,0.4919994212962963,403.57,183.1,1.2881880319251573 -2006-03-20,0.0,-8.75,0.4959997685185185,448.76,186.9,1.2990131414371333 -2006-03-21,0.0,-3.12,0.4959997685185185,349.82,342.86,1.277362922413181 -2006-03-22,0.0,0.395,0.4999997685185186,315.18,476.93,1.266537812901205 -2006-03-23,1.36,1.94,0.503999537037037,271.81,552.27,1.277362922413181 -2006-03-24,0.0,2.0300000000000002,0.503999537037037,278.54,563.91,1.2990131414371333 -2006-03-25,0.0,2.215,0.5079996527777778,300.79,558.93,1.3206633604610856 -2006-03-26,0.0,1.655,0.5079996527777778,369.43,504.67,1.3531386889970138 -2006-03-27,0.0,-0.6099999999999999,0.511999537037037,419.34,405.49,1.3964391270449183 -2006-03-28,0.0,-1.1700000000000004,0.5159998842592592,488.13,343.9,1.4397395650928229 -2006-03-29,0.0,1.7650000000000006,0.5159998842592592,529.59,370.69,1.5155153316766559 -2006-03-30,0.0,3.4849999999999994,0.520000462962963,525.64,434.17,1.656241755332345 -2006-03-31,0.0,6.24,0.520000462962963,495.54,577.2,1.8727439455718675 -2006-04-01,0.0,6.935,0.5240002314814816,494.98,608.95,2.1974972309311505 -2006-04-02,3.59,4.475,0.5279998842592593,302.22,600.72,2.8361786921377408 -2006-04-03,0.0,2.265,0.5279998842592593,461.6,477.03,3.399084386760499 -2006-04-04,0.0,3.5500000000000003,0.5319998842592593,405.74,560.77,3.84291387675152 -2006-04-05,5.35,1.1749999999999998,0.5319998842592593,240.77,523.68,4.23261781918266 -2006-04-06,2.63,0.925,0.5359994212962963,289.03,508.57,4.438294899910206 -2006-04-07,2.26,2.4,0.5395353009259259,369.76,542.03,4.579021323565895 -2006-04-08,2.44,1.3599999999999999,0.54,434.67,452.74,4.838823951853322 -2006-04-09,0.0,-0.1200000000000001,0.5439997685185185,434.25,437.87,4.903774608925178 -2006-04-10,0.0,1.02,0.5439997685185185,554.68,385.07,5.001200594532963 -2006-04-11,0.0,3.37,0.5479999999999999,569.75,439.97,5.131101908676677 -2006-04-12,0.0,5.880000000000001,0.5498481481481481,593.46,440.0,5.4017296464760785 -2006-04-13,0.0,8.995,0.5520004629629629,542.37,675.48,5.98628556012279 -2006-04-14,0.66,5.83,0.5559922453703704,511.33,582.26,6.5708414737695 -2006-04-15,1.73,4.289999999999999,0.5560002314814815,527.55,480.01,7.198697825464113 -2006-04-16,14.8,3.08,0.56,226.45,608.08,8.302858995685677 -2006-04-17,6.38,3.1999999999999997,0.5600517361111111,232.25,612.84,8.605962062021009 -2006-04-18,0.0,5.284999999999999,0.5639996527777777,347.86,695.55,8.551836514461128 -2006-04-19,0.0,7.6,0.5663305555555556,493.84,680.76,8.46523563836532 -2006-04-20,0.0,7.965,0.5679997685185185,546.37,588.98,8.367809652757535 -2006-04-21,0.0,5.035,0.5715351851851852,582.97,426.62,8.097181914958131 -2006-04-22,0.0,5.485,0.5719994212962963,606.28,364.8,7.696652863015015 -2006-04-23,0.0,8.395,0.5760005787037037,596.92,436.24,7.252823373023994 -2006-04-24,0.15,8.889999999999999,0.5760005787037037,503.02,632.25,6.863119430592855 -2006-04-25,4.97,6.4350000000000005,0.5800003472222222,238.63,751.27,6.603316802305429 -2006-04-26,2.0,2.3999999999999995,0.5807946759259259,470.54,464.98,6.224437969386264 -2006-04-27,0.0,1.6199999999999999,0.5840005787037037,459.68,456.26,5.8239089174431475 -2006-04-28,0.0,0.73,0.5853530092592593,535.78,361.51,5.390904536964103 -2006-04-29,0.0,2.9850000000000003,0.5880002314814815,587.4,351.68,5.001200594532963 -2006-04-30,0.0,6.96,0.5903311342592593,612.82,380.84,4.6223217616138 -2006-05-01,0.0,10.02,0.5920008101851852,605.77,464.41,4.28674336674254 -2006-05-02,7.56,8.595,0.5943310185185184,353.94,727.73,4.048590957479066 -2006-05-03,11.79,9.03,0.5959997685185184,224.58,920.0,3.9403398623593047 -2006-05-04,0.0,12.58,0.5987809027777777,512.39,800.17,3.691362343583854 -2006-05-05,6.38,13.865,0.5999998842592592,347.35,1034.73,3.528985700904212 -2006-05-06,0.0,10.67,0.6027810185185185,457.13,791.8,3.31248351066469 -2006-05-07,6.99,7.055,0.6039996527777778,329.86,674.44,3.182582196520977 -2006-05-08,0.0,5.15,0.6063304398148148,550.78,420.27,2.998555334817383 -2006-05-09,0.0,9.604999999999999,0.6079995370370371,578.65,473.69,2.8145284731137887 -2006-05-10,1.87,10.88,0.6098476851851852,477.24,680.91,2.641326720922171 -2006-05-11,2.71,11.65,0.6120002314814815,281.02,1021.32,2.5114254067784576 -2006-05-12,5.17,11.204999999999998,0.6133524305555556,291.44,937.67,2.446474749706601 -2006-05-13,0.0,10.955,0.6159914351851852,540.87,607.84,2.33822365458684 -2006-05-14,0.0,12.6,0.6162851851851852,574.28,564.72,2.229972559467079 -2006-05-15,0.0,13.059999999999999,0.6195356481481481,571.62,573.91,2.121721464347318 -2006-05-16,3.25,13.285,0.6199998842592592,458.9,824.31,2.0567708072754614 -2006-05-17,22.95,11.399999999999999,0.6227818287037037,164.04,1120.49,2.5006002972664816 -2006-05-18,14.94,8.995000000000001,0.6240006944444445,176.43,925.56,2.9769051157934308 -2006-05-19,8.67,9.59,0.6253526620370371,176.57,966.07,3.648061905535949 -2006-05-20,15.03,10.530000000000001,0.6278895833333333,141.78,1087.32,4.654797090149728 -2006-05-21,4.39,10.315,0.6280518518518519,165.24,1044.87,5.055326142092844 -2006-05-22,6.0,9.415,0.6303303240740741,152.58,1001.72,5.163577237212605 -2006-05-23,0.2,8.16,0.6319916666666667,238.38,895.87,5.141927018188653 -2006-05-24,0.0,8.915,0.6322856481481481,371.79,821.06,4.979550375509011 -2006-05-25,0.0,10.475000000000001,0.6347809027777778,456.28,808.62,4.773873294781465 -2006-05-26,1.12,13.795,0.6360001157407408,434.39,1035.01,4.524895776006015 -2006-05-27,0.0,16.33,0.6362856481481481,441.4,1176.18,4.23261781918266 -2006-05-28,0.0,13.96,0.6387810185185185,517.88,798.52,3.9511649718712807 -2006-05-29,0.0,16.245,0.6399917824074074,475.94,1054.34,3.658887015047926 -2006-05-30,0.0,13.015,0.6400512731481481,532.63,699.65,3.3666090582245705 -2006-05-31,3.95,16.335,0.6418483796296296,361.95,1111.38,3.1176315394491203 -2006-06-01,1.8,18.485,0.6435354166666667,416.38,1333.03,2.8470038016497177 -2006-06-02,0.0,14.505,0.6439998842592592,508.67,841.17,2.619676501898219 -2006-06-03,3.86,15.195,0.6442856481481481,325.66,1187.46,2.424824530682649 -2006-06-04,5.12,11.3,0.6458482638888889,238.94,1018.11,2.2732729975149835 -2006-06-05,0.0,13.125,0.6471538194444444,431.5,980.46,2.1000712453233654 -2006-06-06,0.0,17.135,0.6479927083333333,497.91,1024.91,1.9485197121557 -2006-06-07,0.0,18.63,0.6480521990740741,490.36,1139.44,1.8077932885000105 -2006-06-08,4.57,15.61,0.6487947916666666,317.16,1193.6,1.6778919743562972 -2006-06-09,8.99,11.905000000000001,0.6498487268518519,189.34,1145.91,1.6454166458203692 -2006-06-10,10.21,13.9,0.6507814814814814,199.12,1289.04,1.6670668648443212 -2006-06-11,24.74,14.8,0.6515357638888889,219.45,1330.45,2.0026452597155804 -2006-06-12,3.07,15.89,0.6519921296296297,266.4,1381.54,1.9485197121557 -2006-06-13,1.57,17.14,0.6520001157407407,402.85,1359.09,1.9485197121557 -2006-06-14,0.0,14.760000000000002,0.6520517361111111,506.38,961.99,1.9268694931317478 -2006-06-15,0.0,14.385,0.6522856481481482,522.56,874.05,1.851093726547915 -2006-06-16,0.0,16.669999999999998,0.6527943287037037,512.7,1013.62,1.7861430694760585 -2006-06-17,0.0,19.605,0.653352662037037,453.54,1419.58,1.7211924124042017 -2006-06-18,0.0,22.14,0.653848611111111,429.44,1725.32,1.6345915363083927 -2006-06-19,0.0,23.315,0.653848611111111,420.74,1839.96,1.5912910982604884 -2006-06-20,13.81,22.08,0.653848611111111,300.59,1791.92,1.6887170838682732 -2006-06-21,15.7,17.25,0.6543310185185185,302.71,1334.99,1.8186183980119868 -2006-06-22,0.0,15.16,0.6543310185185185,458.1,1058.17,1.6778919743562972 -2006-06-23,4.05,17.375,0.653848611111111,254.91,1434.97,1.6237664267964167 -2006-06-24,0.0,14.8,0.653848611111111,480.12,974.8,1.5588157697245602 -2006-06-25,0.0,17.54,0.653352662037037,464.16,1203.31,1.461389784116775 -2006-06-26,0.0,18.945,0.653352662037037,398.01,1456.76,1.3747889080209663 -2006-06-27,8.82,20.28,0.6527943287037037,247.41,1749.88,1.36396379850899 -2006-06-28,0.0,22.055,0.6522856481481482,296.7,2029.6,1.3314884699730618 -2006-06-29,5.98,20.84,0.6520517361111111,280.92,1728.68,1.266537812901205 -2006-06-30,15.27,19.015,0.6519921296296297,253.1,1630.95,1.2990131414371333 -2006-07-01,7.19,15.370000000000001,0.6518894675925926,268.54,1279.48,1.3531386889970138 -2006-07-02,6.43,14.025,0.6511538194444445,356.05,967.37,1.3098382509491096 -2006-07-03,12.19,16.59,0.6503311342592593,320.53,1260.41,1.3098382509491096 -2006-07-04,6.76,17.62,0.6493528935185184,313.41,1349.23,1.36396379850899 -2006-07-05,5.88,19.88,0.6482863425925927,264.3,1698.2,1.36396379850899 -2006-07-06,0.0,17.189999999999998,0.6480008101851852,436.52,1287.32,1.266537812901205 -2006-07-07,0.0,17.07,0.647890162037037,455.46,1241.47,1.2124122653413245 -2006-07-08,0.0,19.295,0.64678125,473.44,1343.84,1.179936936805396 -2006-07-09,0.0,20.685000000000002,0.645352199074074,439.56,1547.7,1.1366364987574917 -2006-07-10,0.0,21.994999999999997,0.6440515046296297,355.61,1890.18,1.0825109511976112 -2006-07-11,2.38,21.215,0.6438894675925926,384.0,1659.79,1.0738508635880302 -2006-07-12,6.46,21.255,0.6427809027777778,294.76,1709.72,1.0305504255401257 -2006-07-13,8.76,21.125,0.6407940972222222,268.55,1771.76,0.9818374327362333 -2006-07-14,1.34,21.55,0.6399997685185186,376.48,1761.06,0.9471970822979098 -2006-07-15,1.16,20.975,0.6395354166666667,427.27,1511.94,0.9006491113964125 -2006-07-16,9.13,22.345,0.6378482638888888,295.84,1819.24,0.949362104200305 -2006-07-17,3.75,24.134999999999998,0.6360001157407408,273.44,2118.07,0.9255468632739575 -2006-07-18,5.33,22.265,0.6355359953703703,278.35,1884.86,0.9147217537619815 -2006-07-19,0.0,17.645,0.6338483796296296,473.31,1203.21,0.871421315714077 -2006-07-20,0.0,18.935,0.6319996527777777,479.23,1264.41,0.8346159433733582 -2006-07-21,0.0,20.3,0.6315355324074073,400.64,1599.7,0.7880679724718609 -2006-07-22,5.33,19.645,0.6287943287037038,295.8,1563.79,0.7404374906191661 -2006-07-23,7.7,18.46,0.628,207.24,1666.58,0.7393549796679684 -2006-07-24,3.09,16.54,0.6267813657407407,217.11,1507.58,0.7285298701559924 -2006-07-25,3.19,18.52,0.624052199074074,227.86,1635.67,0.720952293497609 -2006-07-26,10.2,20.375,0.6238902777777778,238.27,1804.07,0.726364848253597 -2006-07-27,0.0,22.505,0.6207944444444444,353.01,1969.91,0.7523451110823397 -2006-07-28,27.48,23.27,0.6199998842592592,239.31,2147.2,0.9222993304203646 -2006-07-29,1.23,21.990000000000002,0.6183303240740741,359.93,1855.23,0.7664177534479087 -2006-07-30,0.0,17.78,0.615999537037037,448.33,1278.77,0.7480150672775493 -2006-07-31,0.0,17.775,0.6151532407407407,418.57,1343.21,0.6993020744736568 -2006-08-01,0.0,18.369999999999997,0.6120002314814815,456.19,1288.94,0.6668267459377285 -2006-08-02,10.06,20.419999999999998,0.6115356481481482,267.79,1715.23,0.6473415488161715 -2006-08-03,0.0,20.725,0.6080510416666667,387.26,1677.01,0.6256913297922193 -2006-08-04,0.0,20.55,0.6078891203703704,403.36,1607.95,0.6256913297922193 -2006-08-05,11.6,17.169999999999998,0.6042853009259259,319.04,1269.7,0.7079621620832377 -2006-08-06,0.0,15.25,0.6039916666666666,466.4,1016.67,0.6592491692793452 -2006-08-07,0.0,18.34,0.6002854166666667,418.3,1368.14,0.651671592620962 -2006-08-08,9.74,18.32,0.5999998842592592,282.49,1461.2,0.6949720306688663 -2006-08-09,0.0,15.264999999999999,0.5962851851851851,468.36,997.54,0.6765693444985069 -2006-08-10,4.7,15.875,0.5959997685185184,294.16,1228.5,0.6733218116449141 -2006-08-11,7.31,12.705,0.5920523148148148,315.25,934.77,0.6657442349865309 -2006-08-12,2.31,11.635000000000002,0.591992824074074,377.94,902.41,0.6321863954994049 -2006-08-13,2.23,12.13,0.5880002314814815,345.59,937.65,0.6029585998170693 -2006-08-14,0.19,13.17,0.5879922453703703,432.88,935.17,0.5748133150859315 -2006-08-15,2.25,17.44,0.5840005787037037,371.62,1326.23,0.5585756508179673 -2006-08-16,2.11,16.79,0.5835359953703704,379.77,1231.86,0.5293478551356319 -2006-08-17,4.8,15.63,0.5800003472222222,315.76,1124.36,0.5044501032580868 -2006-08-18,0.0,16.555,0.5787818287037036,453.67,1082.07,0.48496490613652976 -2006-08-19,0.0,18.775,0.5760005787037037,425.28,1329.08,0.47413979662455363 -2006-08-20,2.31,18.4,0.5738478009259259,317.92,1446.68,0.47413979662455363 -2006-08-21,7.73,16.795,0.5719994212962963,233.56,1412.69,0.4557371104541943 -2006-08-22,0.16,16.37,0.5680513888888888,411.6,1176.56,0.4330043804790444 -2006-08-23,0.0,13.434999999999999,0.5679997685185185,416.21,939.86,0.4081066286014994 -2006-08-24,0.0,9.504999999999999,0.5639996527777777,407.07,732.2,0.3821263657727567 -2006-08-25,0.0,9.530000000000001,0.5639916666666667,445.95,653.16,0.3604761467488045 -2006-08-26,0.0,10.565,0.56,445.71,694.3,0.3420734605784451 -2006-08-27,0.0,11.065000000000001,0.558330324074074,443.17,716.59,0.3323308620176666 -2006-08-28,3.98,12.075,0.5560002314814815,234.84,993.83,0.33882592772485226 -2006-08-29,1.56,13.704999999999998,0.5520519675925926,219.9,1247.94,0.3204232415544929 -2006-08-30,0.0,15.11,0.5520004629629629,274.59,1290.34,0.30093804443293587 -2006-08-31,0.0,12.485,0.5479999999999999,369.31,920.86,0.27928782540898367 -2006-09-01,0.0,12.965,0.5479921296296296,369.35,948.89,0.26413267209221714 -2006-09-02,0.0,12.125,0.5439997685185185,427.23,781.57,0.25655509543383387 -2006-09-03,0.0,13.194999999999999,0.540794212962963,399.27,903.0,0.25006002972664815 -2006-09-04,13.0,13.565000000000001,0.54,198.26,1172.13,0.2825353582625765 -2006-09-05,0.8,14.344999999999999,0.5359994212962963,299.2,1162.97,0.28686540206736694 -2006-09-06,0.0,16.09,0.5359994212962963,325.45,1257.99,0.2738752706529956 -2006-09-07,0.0,12.639999999999999,0.5319998842592593,392.02,865.51,0.2598026282874267 -2006-09-08,0.0,13.89,0.5298482638888888,405.59,894.81,0.253307562580241 -2006-09-09,3.72,13.945,0.5279998842592593,256.31,1052.77,0.24789500782425294 -2006-09-10,7.2,8.375,0.5240002314814816,275.49,676.8,0.24031743116586965 -2006-09-11,0.0,8.09,0.5240002314814816,410.44,578.23,0.22949232165389355 -2006-09-12,0.0,9.125,0.520000462962963,418.41,582.73,0.2165021902395222 -2006-09-13,0.0,10.959999999999999,0.5183310185185186,412.73,653.38,0.20567708072754615 -2006-09-14,1.52,12.275,0.5159998842592592,355.02,861.08,0.20351205882515092 -2006-09-15,0.21,14.65,0.511999537037037,252.9,1229.08,0.19809950406916285 -2006-09-16,0.0,15.584999999999999,0.511999537037037,352.39,1064.47,0.1916044383619772 -2006-09-17,0.0,16.075000000000003,0.5079996527777778,330.82,1158.53,0.18619188360598912 -2006-09-18,0.68,17.245,0.5067805555555556,246.79,1420.51,0.1829443507523963 -2006-09-19,0.23,17.785,0.503999537037037,272.6,1415.69,0.17969681789880346 -2006-09-20,10.67,15.989999999999998,0.4999997685185186,193.51,1306.48,0.20026452597155808 -2006-09-21,2.86,9.95,0.4999997685185186,195.77,894.44,0.19701699311796522 -2006-09-22,0.0,6.62,0.4959997685185185,310.05,627.19,0.1840268617035939 -2006-09-23,0.44,7.484999999999999,0.49366840277777774,299.16,657.1,0.17644928504521062 -2006-09-24,4.83,10.865,0.4919994212962963,185.16,933.06,0.20026452597155808 -2006-09-25,9.36,9.485,0.48800034722222224,245.76,725.65,0.23273985450748638 -2006-09-26,5.01,7.87,0.48800034722222224,204.28,732.87,0.21541967928832462 -2006-09-27,4.21,7.59,0.4840002314814815,262.02,624.62,0.21000712453233655 -2006-09-28,0.0,10.625,0.48167002314814816,325.02,770.71,0.20134703692275568 -2006-09-29,12.32,11.295,0.4800005787037037,199.06,918.8,0.23598738736107921 -2006-09-30,21.88,8.745,0.4760001157407408,195.38,779.19,0.35289857009042125 -2006-10-01,0.0,7.76,0.4760001157407408,296.55,660.66,0.3020205553841335 -2006-10-02,5.39,8.424999999999999,0.4719996527777777,172.93,800.85,0.28578289111616934 -2006-10-03,2.1,8.225,0.4701513888888889,181.21,841.52,0.28361786921377413 -2006-10-04,11.04,9.344999999999999,0.46799976851851854,163.28,879.93,0.2890304239697622 -2006-10-05,21.95,7.795,0.463999537037037,172.95,765.54,0.42109676001587076 -2006-10-06,0.0,4.605,0.463999537037037,312.26,502.62,0.41027165050389464 -2006-10-07,0.0,5.790000000000001,0.46,335.75,479.51,0.4081066286014994 -2006-10-08,0.0,9.17,0.45920532407407405,332.85,591.96,0.41027165050389464 -2006-10-09,0.0,13.55,0.45599953703703705,294.81,920.0,0.41027165050389464 -2006-10-10,0.0,8.62,0.45200810185185186,306.44,620.75,0.40702411765030183 -2006-10-11,0.0,3.7199999999999998,0.452,291.91,462.08,0.40485909574790657 -2006-10-12,13.21,7.2250000000000005,0.4480001157407407,171.18,715.16,0.5813083807931171 -2006-10-13,19.0,7.055,0.4480001157407407,153.37,745.53,0.8411110090805439 -2006-10-14,0.0,3.965,0.4440001157407408,292.47,469.69,0.8367809652757534 -2006-10-15,0.0,3.79,0.44166932870370373,271.31,484.9,0.8746688485676697 -2006-10-16,0.0,3.6450000000000005,0.4400003472222222,251.94,519.94,0.9136392428107837 -2006-10-17,0.0,3.6350000000000002,0.43611064814814815,286.72,440.35,0.9331244399323408 -2006-10-18,10.13,5.22,0.43600011574074077,174.54,594.75,1.0543656664664733 -2006-10-19,9.24,8.105,0.43200000000000005,88.99,916.36,1.158286717781444 -2006-10-20,21.58,9.09,0.43194837962962956,82.77,975.05,1.3314884699730618 -2006-10-21,37.43,8.08,0.428,88.49,903.42,3.399084386760499 -2006-10-22,3.97,3.78,0.4261517361111111,123.3,621.66,4.200142490646731 -2006-10-23,1.88,4.265,0.42400011574074076,130.1,660.47,4.438294899910206 -2006-10-24,2.1,3.925,0.42121863425925926,87.93,707.83,4.492420447470086 -2006-10-25,2.0,4.075,0.41999976851851856,102.71,702.04,4.416644680886253 -2006-10-26,5.08,2.4699999999999998,0.4164640046296296,73.87,629.06,4.275918257230564 -2006-10-27,0.0,0.06000000000000005,0.4159996527777778,140.67,496.45,4.059416066991042 -2006-10-28,1.9,-0.48,0.4121109953703704,223.82,400.0,3.8970394243114 -2006-10-29,21.24,3.005,0.41200046296296294,155.04,535.36,4.330043804790445 -2006-10-30,2.58,2.955,0.4080084490740741,96.67,636.81,4.200142490646731 -2006-10-31,0.23,1.745,0.40794895833333333,148.14,556.63,4.113541614550923 -2006-11-01,2.4,3.425,0.40399999999999997,174.66,572.1,3.994465409919185 -2006-11-02,0.0,2.27,0.4037145833333334,200.07,519.43,3.799613438703615 -2006-11-03,0.0,-1.0,0.40000023148148145,221.81,359.87,3.583111248464093 -2006-11-04,0.0,-2.125,0.39971435185185183,143.18,420.21,3.3666090582245705 -2006-11-05,0.0,-2.8949999999999996,0.3960082175925926,182.39,353.6,3.1392817584730723 -2006-11-06,3.96,-2.385,0.39571446759259266,115.61,400.0,2.9660800062814543 -2006-11-07,0.0,-0.9300000000000002,0.3921108796296296,179.03,439.52,2.7928782540898367 -2006-11-08,3.64,3.735,0.3919487268518519,123.19,616.85,2.6629769399461236 -2006-11-09,9.82,6.75,0.3884644675925926,81.59,840.75,2.6738020494580996 -2006-11-10,1.84,6.125,0.38799999999999996,124.49,778.86,2.5872011733622906 -2006-11-11,0.66,3.185,0.3848466435185185,174.95,566.6,2.4897751877545056 -2006-11-12,14.82,2.325,0.3840003472222222,68.22,631.4,2.6088513923862426 -2006-11-13,6.74,3.0199999999999996,0.38166932870370374,79.37,646.14,2.7928782540898367 -2006-11-14,24.0,6.109999999999999,0.3799997685185186,100.2,785.25,3.464035043832355 -2006-11-15,19.5,9.675,0.37920590277777777,85.21,1029.06,4.503245556982062 -2006-11-16,3.15,10.495,0.37611087962962964,121.33,1036.81,4.903774608925178 -2006-11-17,12.29,12.335,0.3759486111111111,138.07,1028.05,5.542456070131769 -2006-11-18,4.73,6.085,0.37321898148148147,154.19,622.25,5.7806084793952435 -2006-11-19,0.0,1.1150000000000002,0.3719998842592593,126.82,551.38,5.758958260371291 -2006-11-20,4.05,-0.65,0.37120578703703705,72.59,512.76,5.661532274763506 -2006-11-21,0.0,-2.61,0.3684645833333333,116.66,422.07,5.445030084523984 -2006-11-22,0.0,-1.17,0.3680003472222222,167.25,425.59,5.163577237212605 -2006-11-23,0.0,-1.04,0.36615196759259255,194.58,359.72,4.882124389901226 -2006-11-24,0.0,-1.2850000000000001,0.3644642361111111,186.27,355.94,4.557371104541943 -2006-11-25,0.0,-2.32,0.36400011574074076,193.57,291.26,4.265093147718588 -2006-11-26,0.0,-0.004999999999999893,0.3621513888888889,183.32,377.75,3.9728151908952327 -2006-11-27,0.0,-0.125,0.3604638888888889,157.19,440.01,3.6805372340718776 -2006-11-28,1.82,-4.455,0.3599998842592593,180.8,296.9,3.420734605784451 -2006-11-29,3.37,-3.125,0.35920578703703704,142.21,329.22,3.1934073060329524 -2006-11-30,4.84,3.1799999999999997,0.3572189814814815,124.12,561.21,3.0310306633533117 -2006-12-01,12.56,2.3249999999999997,0.35611041666666665,129.81,501.51,3.1284566489610963 -2006-12-02,10.91,-2.91,0.3559483796296296,88.85,405.23,3.0418557728652873 -2006-12-03,1.96,-6.14,0.3546476851851852,143.59,291.21,2.8903042396976217 -2006-12-04,1.81,-6.33,0.35321898148148145,138.26,286.74,2.7495778160419326 -2006-12-05,0.0,-9.8,0.35211030092592593,168.58,196.53,2.5763760638503146 -2006-12-06,0.0,-12.100000000000001,0.35199988425925927,197.03,120.03,2.424824530682649 -2006-12-07,2.79,-5.57,0.35171423611111113,162.38,252.37,2.327398545074864 -2006-12-08,0.0,-5.455,0.3506474537037037,161.83,276.23,2.1650219023952224 -2006-12-09,0.0,-9.79,0.34966921296296294,172.53,196.5,2.0675959167874374 -2006-12-10,0.0,-3.795,0.3488465277777778,153.11,325.97,1.9809950406916284 -2006-12-11,0.0,-1.35,0.3481105324074074,103.94,452.48,1.8835690550838433 -2006-12-12,0.0,-6.08,0.3480079861111111,175.98,235.61,1.7861430694760585 -2006-12-13,0.0,-7.715,0.34794849537037037,184.48,200.0,1.6887170838682732 -2006-12-14,2.0,-1.1150000000000002,0.34771435185185184,146.4,399.31,1.6454166458203692 -2006-12-15,0.0,2.135,0.3472057870370371,87.46,599.6,1.5912910982604884 -2006-12-16,0.38,1.185,0.3466476851851852,89.18,552.95,1.537165550700608 -2006-12-17,0.0,-1.0450000000000002,0.3466476851851852,146.62,396.46,1.4830400031407271 -2006-12-18,0.0,-0.29000000000000004,0.3461518518518519,103.39,476.83,1.4180893460688704 -2006-12-19,0.0,-5.640000000000001,0.3461518518518519,142.21,278.68,1.3423135794850378 -2006-12-20,0.0,-10.565,0.3456693287037037,145.34,186.2,1.2881880319251573 -2006-12-21,0.0,-5.975,0.3456693287037037,165.72,238.09,1.2448875938772528 -2006-12-22,0.0,-5.36,0.3461518518518519,149.16,273.76,1.179936936805396 -2006-12-23,10.22,-5.2749999999999995,0.3461518518518519,115.28,280.0,1.158286717781444 -2006-12-24,18.69,-0.08000000000000007,0.3461518518518519,84.95,471.39,1.2340624843652768 -2006-12-25,0.0,-0.25,0.3466476851851852,90.35,499.88,1.2015871558293483 -2006-12-26,6.93,-1.42,0.3472057870370371,68.9,461.43,1.2015871558293483 -2006-12-27,12.33,-7.25,0.34771435185185184,107.66,261.5,1.2124122653413245 -2006-12-28,0.0,-12.985000000000001,0.34794849537037037,167.99,159.25,1.179936936805396 -2006-12-29,0.0,-15.17,0.34800000000000003,173.37,120.0,1.1366364987574917 -2006-12-30,0.0,-13.670000000000002,0.3480079861111111,178.75,124.65,1.0933360607095872 -2006-12-31,0.0,-9.71,0.3484641203703704,147.53,200.5,1.057613199320066 -2007-01-01,2.1,-9.219999999999999,0.34921886574074074,159.41,160.0,1.0273028926865329 -2007-01-02,3.2,-4.035,0.35015162037037034,108.34,320.88,1.0164777831745568 -2007-01-03,0.0,-6.065,0.35120578703703703,178.75,240.1,1.0067351846137784 -2007-01-04,0.0,-1.955,0.3519482638888889,169.79,340.15,0.9720948341754548 -2007-01-05,2.74,2.56,0.35200787037037035,112.78,560.0,0.960187213712281 -2007-01-06,9.01,4.13,0.35284641203703704,73.04,660.07,1.0565306883688685 -2007-01-07,7.16,2.3699999999999997,0.3541518518518519,86.06,567.43,1.1907620463173723 -2007-01-08,6.43,-0.97,0.35571446759259256,80.38,441.21,1.2232373748533005 -2007-01-09,11.57,-1.055,0.35600000000000004,66.13,468.83,1.3098382509491096 -2007-01-10,2.54,-5.73,0.3564643518518519,116.15,296.82,1.3206633604610856 -2007-01-11,2.45,-11.165,0.35815185185185183,166.2,160.02,1.36396379850899 -2007-01-12,1.88,-8.745000000000001,0.3599482638888889,174.56,203.05,1.3747889080209663 -2007-01-13,2.0,-5.24,0.36000787037037035,152.16,290.18,1.3531386889970138 -2007-01-14,0.0,-14.76,0.36121863425925926,224.45,91.89,1.2990131414371333 -2007-01-15,1.18,-13.815,0.3637142361111111,190.91,123.75,1.2340624843652768 -2007-01-16,7.39,-15.52,0.36400011574074076,89.85,144.84,1.16911182729342 -2007-01-17,0.0,-22.03,0.36521898148148146,202.98,66.98,1.1041611702215632 -2007-01-18,0.0,-22.005,0.36771435185185186,220.23,41.46,1.048953111710485 -2007-01-19,1.06,-13.395,0.3680083333333333,196.51,132.44,0.9980750970041974 -2007-01-20,2.3,-10.325,0.3696696759259259,129.93,210.65,0.9526096370538978 -2007-01-21,0.0,-16.09,0.3719483796296296,164.28,119.48,0.9147217537619815 -2007-01-22,0.0,-18.015,0.37211041666666667,227.57,80.0,0.8746688485676697 -2007-01-23,0.0,-16.785,0.3746479166666667,255.26,80.0,0.8421935200317415 -2007-01-24,0.0,-13.845,0.3760002314814815,257.0,102.71,0.8086356805446154 -2007-01-25,0.0,-17.509999999999998,0.3772188657407407,260.44,80.0,0.7794078848622801 -2007-01-26,0.0,-21.995,0.3799997685185186,216.81,78.29,0.754510132984735 -2007-01-27,0.0,-21.0,0.3804640046296296,219.96,80.0,0.7285298701559924 -2007-01-28,0.0,-16.915,0.383714699074074,260.32,80.0,0.7068796511320401 -2007-01-29,0.0,-17.990000000000002,0.38400833333333334,274.43,80.0,0.6841469211568902 -2007-01-30,0.0,-20.835,0.3866476851851852,264.07,62.53,0.6635792130841357 -2007-01-31,0.0,-21.725,0.38799999999999996,270.5,40.0,0.6440940159625786 -2007-02-01,0.0,-18.67,0.3901519675925926,286.53,77.91,0.6246088188410216 -2007-02-02,0.0,-12.115,0.39200034722222227,280.76,125.69,0.6062061326706623 -2007-02-03,6.28,-7.9799999999999995,0.3936696759259259,178.39,213.91,0.5888859574515005 -2007-02-04,0.0,-12.84,0.39600023148148145,258.62,128.51,0.5737308041347339 -2007-02-05,0.0,-18.24,0.3972188657407407,224.66,82.45,0.5574931398667697 -2007-02-06,0.0,-20.855,0.40000023148148145,163.64,80.0,0.5412554755988056 -2007-02-07,0.0,-20.05,0.4012189814814815,268.86,80.0,0.5271828332332367 -2007-02-08,0.0,-19.299999999999997,0.40399999999999997,257.51,80.0,0.5120276799164701 -2007-02-09,0.0,-17.939999999999998,0.40521898148148144,217.48,100.34,0.5001200594532963 -2007-02-10,0.0,-15.454999999999998,0.4080003472222223,189.68,133.79,0.4860474170877274 -2007-02-11,0.0,-18.375,0.40966990740740744,313.61,80.0,0.47413979662455363 -2007-02-12,0.0,-15.355,0.41200046296296294,314.39,86.32,0.46223217616137996 -2007-02-13,0.0,-16.41,0.41464768518518513,285.82,98.5,0.45032455569820623 -2007-02-14,4.19,-15.525,0.4159996527777778,276.4,111.23,0.4449120009422182 -2007-02-15,25.62,-11.165,0.419205324074074,195.95,160.15,0.45681962140539184 -2007-02-16,3.53,-14.379999999999999,0.41999976851851856,234.53,120.0,0.4600671542589847 -2007-02-17,0.0,-12.025,0.42400011574074076,252.79,162.07,0.45140706664940383 -2007-02-18,0.0,-10.32,0.42400011574074076,317.7,160.6,0.4394994461862301 -2007-02-19,1.0,-13.565,0.428,305.25,120.0,0.42975684762545163 -2007-02-20,0.0,-19.755000000000003,0.42846388888888887,344.36,77.07,0.42109676001587076 -2007-02-21,0.21,-14.395,0.43200000000000005,285.49,123.34,0.41243667240628984 -2007-02-22,0.0,-13.97,0.4336695601851852,352.07,112.22,0.4037765847967089 -2007-02-23,0.0,-14.535,0.43600011574074077,368.96,97.03,0.3972815190895233 -2007-02-24,1.7,-9.635,0.4399488425925926,274.8,195.42,0.38970394243114004 -2007-02-25,0.0,-7.255000000000001,0.4400003472222222,268.03,247.63,0.384291387675152 -2007-02-26,0.0,-9.865,0.4440001157407408,390.61,142.68,0.37779632196796625 -2007-02-27,0.0,-8.445,0.4440081018518519,414.09,139.24,0.37887883291916397 -2007-02-28,0.0,-6.29,0.4480001157407407,380.11,204.94,0.37238376721197824 -2007-03-01,0.0,-11.28,0.4501516203703704,409.06,120.79,0.3658887015047926 -2007-03-02,2.69,-13.81,0.452,411.31,80.05,0.3637236796023974 -2007-03-03,15.35,-7.745,0.45599953703703705,264.85,209.33,0.37238376721197824 -2007-03-04,4.53,-3.265,0.45599953703703705,213.8,343.11,0.37346627816317585 -2007-03-05,3.61,-6.25,0.46,281.32,247.38,0.3691362343583854 -2007-03-06,0.0,-16.105,0.4604638888888889,381.54,104.13,0.3637236796023974 -2007-03-07,0.0,-21.81,0.463999537037037,334.17,80.0,0.3593936357976069 -2007-03-08,0.0,-20.715,0.46799976851851854,307.58,80.0,0.3550635919928165 -2007-03-09,0.0,-18.475,0.46799976851851854,378.35,80.0,0.3518160591392236 -2007-03-10,0.0,-8.995000000000001,0.4719996527777777,441.26,159.98,0.3496510372368284 -2007-03-11,0.34,-0.4950000000000001,0.4719996527777777,328.77,401.27,0.34748601533443313 -2007-03-12,0.0,-2.235,0.4760001157407408,392.38,311.44,0.3464035043832356 -2007-03-13,0.0,-1.1800000000000002,0.4800005787037037,352.92,367.95,0.34748601533443313 -2007-03-14,5.01,2.165,0.4800005787037037,197.75,547.98,0.35614610294401405 -2007-03-15,6.29,2.115,0.4840002314814815,238.53,510.16,0.364806190553595 -2007-03-16,5.32,-8.754999999999999,0.4840002314814815,362.3,153.46,0.37887883291916397 -2007-03-17,26.75,-7.71,0.48800034722222224,314.1,206.84,0.4037765847967089 -2007-03-18,25.69,-6.035,0.4919994212962963,186.8,302.34,0.45248957760060143 -2007-03-19,3.09,-8.59,0.4919994212962963,324.51,216.78,0.5033675923068892 -2007-03-20,4.89,-7.390000000000001,0.4959997685185185,266.25,247.31,0.5585756508179673 -2007-03-21,0.05,-11.17,0.4959997685185185,537.83,120.0,0.5986285560122789 -2007-03-22,1.9,-4.945,0.4999997685185186,434.85,255.59,0.6148662202802432 -2007-03-23,2.03,1.855,0.503999537037037,373.49,484.63,0.648424059767369 -2007-03-24,0.0,-3.4699999999999998,0.503999537037037,481.2,280.0,0.6808993883032974 -2007-03-25,0.0,-3.8,0.5079996527777778,540.16,238.19,0.710127183985633 -2007-03-26,0.0,-1.2249999999999996,0.5079996527777778,540.49,282.94,0.7285298701559924 -2007-03-27,0.0,1.725,0.511999537037037,384.63,479.02,0.7426025125215612 -2007-03-28,0.0,0.11999999999999966,0.5159998842592592,342.76,453.65,0.7729128191550944 -2007-03-29,0.0,-2.8,0.5159998842592592,368.75,352.41,0.7869854615206633 -2007-03-30,0.0,-0.75,0.520000462962963,436.18,389.41,0.8075531695934178 -2007-03-31,0.0,-2.535,0.520000462962963,511.19,305.11,0.8313684105197653 -2007-04-01,0.0,-3.4949999999999997,0.5240002314814816,565.14,246.13,0.8519361185925199 -2007-04-02,0.0,-1.3000000000000003,0.5279998842592593,506.94,341.23,0.8725038266652746 -2007-04-03,5.01,-1.455,0.5279998842592593,245.54,438.87,0.8746688485676697 -2007-04-04,0.0,-2.525,0.5319998842592593,389.37,365.95,0.8649262500068913 -2007-04-05,12.33,-1.335,0.5319998842592593,260.77,430.21,0.8800814033236579 -2007-04-06,19.49,-1.825,0.5359994212962963,196.82,442.31,0.9071441771035982 -2007-04-07,0.0,-4.155,0.5395353009259259,429.82,316.09,0.9147217537619815 -2007-04-08,0.0,-3.84,0.54,350.17,354.75,0.9049791552012029 -2007-04-09,3.71,-2.595,0.5439997685185185,226.72,413.86,0.882246425226053 -2007-04-10,0.0,-3.9650000000000003,0.5439997685185185,534.68,288.95,0.8605962062021009 -2007-04-11,0.0,-4.08,0.5479999999999999,606.72,252.07,0.8432760309829391 -2007-04-12,0.0,-2.965,0.5498481481481481,636.1,242.64,0.8367809652757534 -2007-04-13,15.69,-0.4900000000000002,0.5520004629629629,355.24,413.96,0.8941540456892267 -2007-04-14,6.3,0.25,0.5559922453703704,284.01,478.6,0.9331244399323408 -2007-04-15,0.0,0.18999999999999995,0.5560002314814815,555.33,400.0,0.9461145713467122 -2007-04-16,8.27,0.7049999999999998,0.56,282.39,497.62,0.9558571699074907 -2007-04-17,16.79,0.275,0.5600517361111111,177.54,541.15,1.0089002065161736 -2007-04-18,0.0,2.64,0.5639996527777777,370.87,581.79,1.0619432431248563 -2007-04-19,0.0,4.23,0.5663305555555556,631.18,459.36,1.16911182729342 -2007-04-20,0.0,5.59,0.5679997685185185,667.94,430.35,1.3423135794850378 -2007-04-21,0.0,6.07,0.5715351851851852,656.8,475.5,1.6345915363083927 -2007-04-22,0.0,5.395,0.5719994212962963,671.02,414.29,2.0675959167874374 -2007-04-23,0.0,10.469999999999999,0.5760005787037037,659.53,593.14,3.0635059918892393 -2007-04-24,1.23,9.455,0.5760005787037037,629.08,640.35,4.87129928038925 -2007-04-25,0.0,1.6549999999999998,0.5800003472222222,563.04,440.0,6.235263078898241 -2007-04-26,0.0,2.9299999999999997,0.5807946759259259,624.99,439.51,7.112096949368305 -2007-04-27,0.0,4.744999999999999,0.5840005787037037,595.32,518.62,7.696652863015015 -2007-04-28,4.77,4.775,0.5853530092592593,321.53,635.16,8.07553169593418 -2007-04-29,2.23,5.075,0.5880002314814815,273.23,720.05,8.23790833861382 -2007-04-30,6.31,3.5300000000000002,0.5903311342592593,200.06,664.92,8.476060747877295 -2007-05-01,8.32,2.84,0.5920008101851852,290.73,585.52,8.876589799820412 -2007-05-02,0.0,4.09,0.5943310185185184,559.57,541.39,8.995666004452149 -2007-05-03,0.0,4.495,0.5959997685185184,485.03,603.31,9.028141332988076 -2007-05-04,0.0,4.27,0.5987809027777777,458.82,607.44,8.789988923724602 -2007-05-05,0.14,4.7,0.5999998842592592,529.4,582.79,8.519361185925199 -2007-05-06,0.0,4.484999999999999,0.6027810185185185,582.82,533.14,8.259558557637773 -2007-05-07,0.0,8.31,0.6039996527777778,647.29,593.94,8.064706586422203 -2007-05-08,0.0,15.229999999999999,0.6063304398148148,605.29,986.98,8.010581038862322 -2007-05-09,0.0,15.525,0.6079995370370371,643.37,869.43,7.98893081983837 -2007-05-10,0.0,16.765,0.6098476851851852,650.92,880.33,7.826554177158728 -2007-05-11,0.41,17.18,0.6120002314814815,577.59,1091.24,7.577576658383278 -2007-05-12,0.9,9.629999999999999,0.6133524305555556,576.51,671.53,7.252823373023994 -2007-05-13,0.0,5.01,0.6159914351851852,591.25,520.0,6.852294321080879 -2007-05-14,0.0,5.875,0.6162851851851852,604.53,525.87,6.419289940601834 -2007-05-15,2.82,8.98,0.6195356481481481,445.31,759.07,6.007935779146742 -2007-05-16,1.49,7.43,0.6199998842592592,313.59,799.93,5.607406727203625 -2007-05-17,4.71,3.6799999999999997,0.6227818287037037,290.15,596.79,5.239353003796438 -2007-05-18,1.34,2.46,0.6240006944444445,450.83,492.86,4.882124389901226 -2007-05-19,8.0,5.91,0.6253526620370371,347.78,640.11,4.579021323565895 -2007-05-20,8.63,8.9,0.6278895833333333,328.83,818.07,4.384169352350325 -2007-05-21,12.58,4.739999999999999,0.6280518518518519,353.96,598.56,4.438294899910206 -2007-05-22,0.0,5.645,0.6303303240740741,628.13,517.93,4.23261781918266 -2007-05-23,0.0,7.335,0.6319916666666667,662.94,503.52,4.026940738455114 -2007-05-24,0.9,13.395,0.6322856481481481,661.4,699.37,3.810438548215591 -2007-05-25,0.0,20.805,0.6347809027777778,631.38,1141.99,3.583111248464093 -2007-05-26,0.0,20.950000000000003,0.6360001157407408,536.39,1511.18,3.3341337296886424 -2007-05-27,0.0,11.7,0.6362856481481481,644.27,660.86,3.1284566489610963 -2007-05-28,11.45,13.805,0.6387810185185185,389.67,1021.89,3.0526808823772633 -2007-05-29,0.07,13.485,0.6399917824074074,443.63,1094.26,2.9444297872575023 -2007-05-30,0.0,11.205,0.6400512731481481,516.1,851.45,2.8145284731137887 -2007-05-31,0.61,11.315,0.6418483796296296,501.6,848.41,2.6738020494580996 -2007-06-01,0.0,14.345,0.6435354166666667,552.5,956.77,2.522250516290434 -2007-06-02,0.0,14.25,0.6439998842592592,574.06,878.91,2.359873873610792 -2007-06-03,0.0,13.005,0.6442856481481481,575.33,800.36,2.219147449955103 -2007-06-04,1.82,12.98,0.6458482638888889,376.93,1078.02,2.0892461358113894 -2007-06-05,15.54,13.594999999999999,0.6471538194444444,214.54,1249.84,2.121721464347318 -2007-06-06,12.6,14.245000000000001,0.6479927083333333,295.93,1182.63,2.33822365458684 -2007-06-07,0.0,9.034999999999998,0.6480521990740741,523.91,710.6,2.0784210262994134 -2007-06-08,0.0,11.77,0.6487947916666666,587.15,740.44,2.0026452597155804 -2007-06-09,0.0,15.67,0.6498487268518519,540.98,1049.84,1.9485197121557 -2007-06-10,6.08,16.2,0.6507814814814814,380.59,1210.85,2.035120588251509 -2007-06-11,0.0,19.025,0.6515357638888889,549.8,1217.06,1.9701699311796523 -2007-06-12,0.0,19.54,0.6519921296296297,536.96,1283.33,1.9052192741077956 -2007-06-13,0.0,16.045,0.6520001157407407,561.5,964.11,1.829443507523963 -2007-06-14,0.0,14.76,0.6520517361111111,560.37,883.21,1.742842631428154 -2007-06-15,0.0,16.745,0.6522856481481482,563.29,943.45,1.6454166458203692 -2007-06-16,0.0,19.4,0.6527943287037037,535.35,1125.73,1.547990660212584 -2007-06-17,2.17,19.84,0.653352662037037,441.9,1359.15,1.4830400031407271 -2007-06-18,9.8,14.905,0.653848611111111,368.71,982.66,1.4505646746047989 -2007-06-19,0.0,14.845,0.653848611111111,530.94,814.85,1.4072642365568944 -2007-06-20,1.72,17.545,0.653848611111111,389.13,1303.95,1.36396379850899 -2007-06-21,8.37,15.774999999999999,0.6543310185185185,179.24,1426.29,1.3206633604610856 -2007-06-22,3.97,14.415,0.6543310185185185,236.37,1249.87,1.266537812901205 -2007-06-23,3.89,13.205,0.653848611111111,232.3,1165.36,1.1907620463173723 -2007-06-24,1.69,13.39,0.653848611111111,288.43,1170.17,1.1366364987574917 -2007-06-25,0.0,13.695,0.653352662037037,513.15,821.94,1.0825109511976112 -2007-06-26,3.45,18.865000000000002,0.653352662037037,327.28,1401.79,1.041375535052102 -2007-06-27,8.14,19.73,0.6527943287037037,247.14,1679.52,0.9969925860529997 -2007-06-28,18.84,17.275,0.6522856481481482,276.78,1375.59,1.1149862797335395 -2007-06-29,3.49,13.469999999999999,0.6520517361111111,385.5,895.99,1.1041611702215632 -2007-06-30,3.09,13.13,0.6519921296296297,320.19,1060.12,1.0316329364913235 -2007-07-01,0.0,11.605,0.6518894675925926,375.55,934.37,0.9840024546386285 -2007-07-02,3.01,11.934999999999999,0.6511538194444445,344.03,931.9,0.9352894618347359 -2007-07-03,4.23,12.125,0.6503311342592593,366.46,801.25,0.8919890237868314 -2007-07-04,0.0,14.485,0.6493528935185184,492.65,918.97,0.8465235638365318 -2007-07-05,4.79,16.38,0.6482863425925927,246.98,1369.46,0.8259558557637772 -2007-07-06,6.76,16.259999999999998,0.6480008101851852,176.32,1489.26,0.8021406148374299 -2007-07-07,3.24,16.29,0.647890162037037,287.04,1274.73,0.7675002643991063 -2007-07-08,3.82,15.184999999999999,0.64678125,288.86,1190.63,0.7252823373023994 -2007-07-09,0.81,13.185,0.645352199074074,455.92,897.8,0.7025496073272497 -2007-07-10,4.62,15.805,0.6440515046296297,293.99,1225.02,0.6949720306688663 -2007-07-11,11.08,19.015,0.6438894675925926,272.15,1549.7,0.6733218116449141 -2007-07-12,16.06,19.9,0.6427809027777778,217.57,1783.26,0.765335242496711 -2007-07-13,0.0,16.36,0.6407940972222222,464.73,1126.84,0.7328599139607828 -2007-07-14,2.7,16.35,0.6399997685185186,376.62,1176.15,0.7166222496928185 -2007-07-15,8.9,18.28,0.6395354166666667,261.08,1528.21,0.7393549796679684 -2007-07-16,10.71,17.32,0.6378482638888888,300.44,1356.79,0.8151307462518013 -2007-07-17,0.0,16.72,0.6360001157407408,449.28,1214.71,0.7404374906191661 -2007-07-18,2.56,17.62,0.6355359953703703,385.04,1236.32,0.6938895197176687 -2007-07-19,6.78,18.505,0.6338483796296296,288.46,1509.82,0.6592491692793452 -2007-07-20,11.98,17.6,0.6319996527777777,181.4,1653.78,0.6906419868640759 -2007-07-21,8.64,16.47,0.6315355324074073,223.05,1462.42,0.7426025125215612 -2007-07-22,0.0,16.525,0.6287943287037038,479.02,1124.15,0.6982195635224592 -2007-07-23,0.0,16.945,0.628,503.78,1035.97,0.6549191254745548 -2007-07-24,0.0,20.005,0.6267813657407407,459.36,1397.4,0.6116186874266503 -2007-07-25,0.0,22.075,0.624052199074074,418.91,1729.1,0.5704832712811411 -2007-07-26,0.0,23.61,0.6238902777777778,410.58,1896.85,0.5336778989404223 -2007-07-27,0.0,23.314999999999998,0.6207944444444444,418.11,1822.41,0.5044501032580868 -2007-07-28,0.14,23.93,0.6199998842592592,363.59,2075.32,0.49362499374611063 -2007-07-29,25.18,22.085,0.6183303240740741,242.96,1968.52,0.5499155632083865 -2007-07-30,0.0,20.555,0.615999537037037,385.47,1658.31,0.5412554755988056 -2007-07-31,0.0,19.27,0.6151532407407407,445.27,1370.0,0.5087801470628772 -2007-08-01,0.0,18.06,0.6120002314814815,467.79,1206.67,0.4784698404293441 -2007-08-02,6.58,20.575,0.6115356481481482,335.31,1444.59,0.4806348623317393 -2007-08-03,11.86,22.93,0.6080510416666667,293.12,1860.35,0.5380079427452128 -2007-08-04,12.97,19.825,0.6078891203703704,266.74,1634.03,0.6311038845482072 -2007-08-05,5.37,15.96,0.6042853009259259,319.39,1153.79,0.6538366145233572 -2007-08-06,0.01,14.55,0.6039916666666666,457.69,961.28,0.6581666583281476 -2007-08-07,4.34,15.864999999999998,0.6002854166666667,310.25,1209.29,0.648424059767369 -2007-08-08,0.25,15.515,0.5999998842592592,393.35,1179.54,0.6787343664009022 -2007-08-09,16.83,13.920000000000002,0.5962851851851851,308.5,1049.14,0.7631702205943158 -2007-08-10,0.0,15.45,0.5959997685185184,446.24,1040.43,0.7480150672775493 -2007-08-11,0.0,17.565,0.5920523148148148,439.51,1197.05,0.7155397387416209 -2007-08-12,0.0,17.59,0.591992824074074,446.35,1171.4,0.6830644102056928 -2007-08-13,0.19,17.875,0.5880002314814815,392.59,1326.61,0.6527541035721596 -2007-08-14,0.0,15.105,0.5879922453703703,399.69,1103.18,0.6127011983778479 -2007-08-15,2.76,13.975,0.5840005787037037,260.17,1185.64,0.5953810231586861 -2007-08-16,2.26,13.555,0.5835359953703704,373.47,984.71,0.5704832712811411 -2007-08-17,1.31,12.870000000000001,0.5800003472222222,431.84,888.57,0.5445030084523984 -2007-08-18,0.08,13.735,0.5787818287037036,387.24,1014.04,0.506615125160482 -2007-08-19,0.0,10.64,0.5760005787037037,346.3,886.99,0.4643971980637752 -2007-08-20,0.0,10.520000000000001,0.5738478009259259,392.32,802.0,0.43733442428383484 -2007-08-21,0.0,10.93,0.5719994212962963,438.23,733.23,0.4113541614550923 -2007-08-22,0.0,12.595,0.5680513888888888,453.92,784.22,0.39295147528473284 -2007-08-23,0.0,13.11,0.5679997685185185,412.99,904.61,0.37996134387036146 -2007-08-24,9.59,14.43,0.5639996527777777,215.47,1222.02,0.3864564095775472 -2007-08-25,9.73,17.869999999999997,0.5639916666666667,146.59,1681.21,0.41027165050389464 -2007-08-26,11.75,18.84,0.56,183.93,1691.18,0.4947075046973083 -2007-08-27,0.0,14.965,0.558330324074074,409.12,1024.16,0.45248957760060143 -2007-08-28,0.0,15.125,0.5560002314814815,439.38,916.75,0.42109676001587076 -2007-08-29,0.0,17.634999999999998,0.5520519675925926,420.99,1136.92,0.4016115628943137 -2007-08-30,8.22,17.595,0.5520004629629629,253.69,1353.11,0.40918913955269703 -2007-08-31,9.94,14.004999999999999,0.5479999999999999,269.23,1109.8,0.41351918335748744 -2007-09-01,0.0,13.555,0.5479921296296296,359.33,1009.5,0.37779632196796625 -2007-09-02,0.0,11.195,0.5439997685185185,395.17,797.38,0.3593936357976069 -2007-09-03,0.0,14.52,0.540794212962963,371.99,1036.78,0.3496510372368284 -2007-09-04,0.0,13.285,0.54,361.03,970.39,0.3204232415544929 -2007-09-05,0.0,9.29,0.5359994212962963,375.81,722.89,0.29336046777455266 -2007-09-06,0.0,9.445,0.5359994212962963,413.46,639.81,0.28794791301856454 -2007-09-07,0.0,14.98,0.5319998842592593,386.18,1003.32,0.2825353582625765 -2007-09-08,0.0,20.695,0.5298482638888888,353.41,1513.61,0.27171024875060035 -2007-09-09,0.0,14.845,0.5279998842592593,416.28,872.64,0.2522250516290434 -2007-09-10,2.92,13.09,0.5240002314814816,244.75,1035.52,0.2435649640194625 -2007-09-11,4.12,13.715,0.5240002314814816,162.58,1237.6,0.23923492021467205 -2007-09-12,8.76,12.024999999999999,0.520000462962963,113.75,1203.59,0.253307562580241 -2007-09-13,0.04,7.655,0.5183310185185186,338.29,678.38,0.23706989831227682 -2007-09-14,0.0,8.775,0.5159998842592592,403.22,599.43,0.22840981070269592 -2007-09-15,8.8,10.625,0.511999537037037,274.83,755.03,0.253307562580241 -2007-09-16,10.55,7.49,0.511999537037037,248.73,657.8,0.2695452268482052 -2007-09-17,0.0,7.69,0.5079996527777778,382.65,581.08,0.2522250516290434 -2007-09-18,0.0,10.284999999999998,0.5067805555555556,396.37,630.83,0.23490487640988159 -2007-09-19,0.0,13.12,0.503999537037037,384.05,788.85,0.22624478880030072 -2007-09-20,0.0,15.045,0.4999997685185186,352.92,979.79,0.21217214643473176 -2007-09-21,0.0,13.280000000000001,0.4999997685185186,370.47,816.02,0.20242954787395329 -2007-09-22,0.0,14.515,0.4959997685185185,327.27,1007.29,0.20134703692275568 -2007-09-23,0.0,14.14,0.49366840277777774,281.43,1090.97,0.1916044383619772 -2007-09-24,0.0,10.8,0.4919994212962963,297.03,826.65,0.16778919743562973 -2007-09-25,0.0,13.625,0.48800034722222224,304.1,968.03,0.16129413172844406 -2007-09-26,1.92,18.14,0.48800034722222224,279.38,1255.53,0.15804659887485123 -2007-09-27,11.02,13.94,0.4840002314814815,233.35,954.59,0.17644928504521062 -2007-09-28,19.36,10.49,0.48167002314814816,139.94,980.18,0.28578289111616934 -2007-09-29,0.16,8.1,0.4800005787037037,274.36,708.39,0.2695452268482052 -2007-09-30,0.0,5.98,0.4760001157407408,323.69,534.38,0.2511425406778458 -2007-10-01,0.0,7.825,0.4760001157407408,324.34,597.86,0.2457299859218577 -2007-10-02,0.0,12.049999999999999,0.4719996527777777,282.35,893.36,0.23923492021467205 -2007-10-03,0.0,12.425,0.4701513888888889,287.86,894.47,0.23273985450748638 -2007-10-04,0.0,13.165,0.46799976851851854,280.41,945.18,0.22624478880030072 -2007-10-05,0.0,13.329999999999998,0.463999537037037,324.3,808.26,0.214337168337127 -2007-10-06,0.0,12.325,0.463999537037037,291.13,847.4,0.20459456977634852 -2007-10-07,0.0,6.65,0.46,280.77,593.01,0.18943941645958198 -2007-10-08,0.0,6.295,0.45920532407407405,248.95,626.15,0.19809950406916285 -2007-10-09,1.08,7.515,0.45599953703703705,266.3,639.32,0.20134703692275568 -2007-10-10,0.0,7.455,0.45200810185185186,204.89,743.39,0.18727439455718675 -2007-10-11,0.0,8.805,0.452,90.21,989.49,0.17536677409401302 -2007-10-12,24.76,8.475,0.4480001157407407,62.51,975.29,0.20459456977634852 -2007-10-13,25.95,6.27,0.4480001157407407,90.25,791.35,0.41784922716227785 -2007-10-14,1.91,3.93,0.4440001157407408,153.62,611.15,0.3713012562607806 -2007-10-15,0.0,4.76,0.44166932870370373,164.73,656.52,0.3637236796023974 -2007-10-16,0.0,5.8950000000000005,0.4400003472222222,221.29,636.69,0.35722861389521166 -2007-10-17,0.0,5.78,0.43611064814814815,262.29,566.47,0.3604761467488045 -2007-10-18,0.0,6.56,0.43600011574074077,282.7,546.76,0.3626411686511997 -2007-10-19,0.0,8.354999999999999,0.43200000000000005,280.92,605.05,0.3637236796023974 -2007-10-20,12.51,11.8,0.43194837962962956,167.63,934.85,0.4189317381134755 -2007-10-21,1.91,12.935,0.428,174.22,1121.98,0.4232617819182659 -2007-10-22,0.0,13.600000000000001,0.4261517361111111,247.99,953.35,0.41460169430868504 -2007-10-23,1.92,13.61,0.42400011574074076,222.49,1006.31,0.4221792709670683 -2007-10-24,11.09,7.255,0.42121863425925926,153.52,708.71,0.45032455569820623 -2007-10-25,0.0,3.7699999999999996,0.41999976851851856,207.06,553.82,0.4459945118934157 -2007-10-26,0.0,4.0649999999999995,0.4164640046296296,260.17,443.83,0.4459945118934157 -2007-10-27,14.13,6.79,0.4159996527777778,199.73,552.82,0.46764473091736797 -2007-10-28,21.21,6.885,0.4121109953703704,152.93,673.69,0.5878034465003028 -2007-10-29,0.0,1.2999999999999998,0.41200046296296294,162.05,500.3,0.5780608479395244 -2007-10-30,4.59,0.5450000000000002,0.4080084490740741,131.83,477.99,0.5997110669634765 -2007-10-31,0.0,1.6950000000000003,0.40794895833333333,236.43,401.11,0.6181137531338359 -2007-11-01,0.0,5.095000000000001,0.40399999999999997,215.62,565.49,0.6365164393041954 -2007-11-02,0.0,2.7250000000000005,0.4037145833333334,209.07,482.24,0.6267738407434169 -2007-11-03,0.0,-0.10999999999999988,0.40000023148148145,208.86,390.21,0.6375989502553929 -2007-11-04,40.76,-0.10000000000000009,0.39971435185185183,113.59,454.84,1.071685841685635 -2007-11-05,0.0,0.5999999999999996,0.3960082175925926,196.85,428.38,1.3098382509491096 -2007-11-06,4.56,0.15500000000000025,0.39571446759259266,146.0,419.22,1.4938651126527034 -2007-11-07,9.27,1.3050000000000002,0.3921108796296296,99.23,521.03,1.8077932885000105 -2007-11-08,0.0,0.675,0.3919487268518519,115.25,519.06,1.8943941645958196 -2007-11-09,0.0,-1.8850000000000002,0.3884644675925926,124.58,425.65,1.9376946026437238 -2007-11-10,0.0,-3.0549999999999997,0.38799999999999996,134.43,365.71,1.9485197121557 -2007-11-11,0.0,-4.225,0.3848466435185185,135.95,343.44,1.9160443836197718 -2007-11-12,0.0,-4.89,0.3840003472222222,178.96,279.03,1.8835690550838433 -2007-11-13,3.38,-1.605,0.38166932870370374,153.38,375.35,1.861918836059891 -2007-11-14,0.0,2.0599999999999996,0.3799997685185186,179.48,498.15,1.829443507523963 -2007-11-15,16.41,4.815,0.37920590277777777,106.31,643.49,1.9918201502036044 -2007-11-16,39.09,1.4,0.37611087962962964,68.57,570.22,3.085156210913192 -2007-11-17,11.39,-2.2849999999999997,0.3759486111111111,61.78,443.81,3.734662781631758 -2007-11-18,0.0,-5.325,0.37321898148148147,123.04,321.67,3.9619900813832567 -2007-11-19,0.0,-8.095,0.3719998842592593,193.47,197.02,3.994465409919185 -2007-11-20,0.0,-6.87,0.37120578703703705,182.21,232.78,3.9186896433353517 -2007-11-21,2.73,-3.73,0.3684645833333333,105.97,371.12,3.7779632196796626 -2007-11-22,12.37,-1.31,0.3680003472222222,42.74,513.79,3.70218745309583 -2007-11-23,16.22,-4.17,0.36615196759259255,87.53,364.73,3.615586577000021 -2007-11-24,0.0,-9.455,0.3644642361111111,164.01,218.35,3.409909496272475 -2007-11-25,0.49,-8.495,0.36400011574074076,184.24,204.54,3.2583579631048094 -2007-11-26,0.0,-1.9000000000000004,0.3621513888888889,147.77,413.49,3.074331101401216 -2007-11-27,16.23,-0.20499999999999996,0.3604638888888889,65.34,524.52,2.9877302253054068 -2007-11-28,0.0,-7.57,0.3599998842592593,198.31,213.3,2.8145284731137887 -2007-11-29,0.69,-9.355,0.35920578703703704,174.19,200.0,2.6738020494580996 -2007-11-30,3.68,-6.38,0.3572189814814815,137.81,250.57,2.5114254067784576 -2007-12-01,6.06,-10.290000000000001,0.35611041666666665,112.35,209.24,2.3706989831227685 -2007-12-02,0.0,-13.895,0.3559483796296296,179.38,144.57,2.219147449955103 -2007-12-03,1.67,-12.56,0.3546476851851852,193.1,128.56,2.1000712453233654 -2007-12-04,10.09,-7.34,0.35321898148148145,133.24,240.07,2.035120588251509 -2007-12-05,0.0,-9.879999999999999,0.35211030092592593,188.52,183.81,1.9485197121557 -2007-12-06,0.0,-11.185,0.35199988425925927,165.0,184.88,1.851093726547915 -2007-12-07,0.0,-15.16,0.35171423611111113,202.55,91.84,1.75366774094013 -2007-12-08,1.28,-12.375,0.3506474537037037,196.66,120.0,1.6778919743562972 -2007-12-09,0.0,-15.655,0.34966921296296294,201.25,80.0,1.5912910982604884 -2007-12-10,0.0,-17.240000000000002,0.3488465277777778,194.79,80.0,1.5263404411886317 -2007-12-11,0.0,-13.375,0.3481105324074074,190.12,120.0,1.4505646746047989 -2007-12-12,5.64,-9.43,0.3480079861111111,136.96,172.41,1.3856140175329423 -2007-12-13,0.0,-14.33,0.34794849537037037,186.99,118.34,1.3314884699730618 -2007-12-14,3.24,-16.735,0.34771435185185184,127.36,120.0,1.2881880319251573 -2007-12-15,2.2,-16.445,0.3472057870370371,140.74,119.33,1.2448875938772528 -2007-12-16,0.96,-16.235,0.3466476851851852,144.89,120.0,1.2015871558293483 -2007-12-17,23.33,-11.995000000000001,0.3466476851851852,102.09,170.21,1.158286717781444 -2007-12-18,0.0,-15.215,0.3461518518518519,158.65,118.8,1.1366364987574917 -2007-12-19,0.0,-18.44,0.3461518518518519,190.8,80.0,1.1041611702215632 -2007-12-20,3.44,-15.205000000000002,0.3456693287037037,127.9,120.1,1.0825109511976112 -2007-12-21,1.49,-15.379999999999999,0.3456693287037037,169.17,112.27,1.066273286929647 -2007-12-22,0.0,-12.104999999999999,0.3461518518518519,156.95,160.0,1.0457055788568925 -2007-12-23,0.29,-4.6,0.3461518518518519,149.45,280.23,1.0370454912473115 -2007-12-24,11.52,0.26000000000000023,0.3461518518518519,113.43,422.09,1.0706033307344374 -2007-12-25,0.0,-4.38,0.3466476851851852,90.24,355.69,1.080345929295216 -2007-12-26,0.0,-6.125,0.3472057870370371,146.05,258.71,1.060860732173659 -2007-12-27,0.0,-4.345,0.34771435185185184,107.76,343.3,1.060860732173659 -2007-12-28,7.16,-6.015000000000001,0.34794849537037037,75.29,310.02,1.077098396441623 -2007-12-29,5.33,-5.325,0.34800000000000003,68.11,321.13,1.0933360607095872 -2007-12-30,6.42,-5.8149999999999995,0.3480079861111111,99.13,288.33,1.0933360607095872 -2007-12-31,4.84,-9.17,0.3484641203703704,107.28,214.81,1.0825109511976112 -2008-01-01,4.02,-13.145000000000001,0.34921886574074074,128.59,126.33,1.077098396441623 -2008-01-02,4.96,-14.049999999999999,0.35015162037037034,111.99,129.61,1.0641082650272518 -2008-01-03,0.0,-20.695,0.35120578703703703,167.18,79.82,1.0511181336128805 -2008-01-04,0.49,-19.705,0.3519482638888889,198.26,73.88,1.0392105131497067 -2008-01-05,0.0,-11.82,0.35200787037037035,189.92,125.84,1.0273028926865329 -2008-01-06,0.0,-4.76,0.35284641203703704,135.93,300.2,1.0153952722233592 -2008-01-07,0.0,-0.5,0.3541518518518519,117.71,447.48,1.0034876517601854 -2008-01-08,6.31,2.28,0.35571446759259256,92.76,539.4,1.0034876517601854 -2008-01-09,6.26,4.345,0.35600000000000004,74.55,651.78,1.1258113892455155 -2008-01-10,2.58,0.04499999999999993,0.3564643518518519,108.25,460.95,1.277362922413181 -2008-01-11,11.17,-3.7950000000000004,0.35815185185185183,104.33,327.24,1.36396379850899 -2008-01-12,8.92,-3.125,0.3599482638888889,95.52,364.38,1.4830400031407271 -2008-01-13,0.0,-8.225,0.36000787037037035,194.82,193.19,1.5696408792365362 -2008-01-14,1.57,-12.54,0.36121863425925926,174.63,137.6,1.6237664267964167 -2008-01-15,4.62,-10.174999999999999,0.3637142361111111,76.4,225.65,1.6778919743562972 -2008-01-16,0.04,-10.05,0.36400011574074076,159.74,192.9,1.6995421933802495 -2008-01-17,0.0,-14.545,0.36521898148148146,230.16,89.34,1.7103673028922255 -2008-01-18,12.64,-8.59,0.36771435185185186,151.91,193.79,1.7103673028922255 -2008-01-19,8.64,-7.93,0.3680083333333333,138.02,216.03,1.6887170838682732 -2008-01-20,2.19,-16.744999999999997,0.3696696759259259,222.32,81.62,1.6670668648443212 -2008-01-21,0.0,-24.42,0.3719483796296296,218.03,40.0,1.6129413172844407 -2008-01-22,3.24,-21.625,0.37211041666666667,186.56,44.02,1.5588157697245602 -2008-01-23,2.7,-15.91,0.3746479166666667,189.67,96.98,1.5155153316766559 -2008-01-24,0.0,-19.65,0.3760002314814815,260.12,60.39,1.461389784116775 -2008-01-25,0.0,-24.330000000000002,0.3772188657407407,275.74,40.0,1.4180893460688704 -2008-01-26,0.0,-21.14,0.3799997685185186,268.24,40.0,1.3747889080209663 -2008-01-27,0.0,-19.560000000000002,0.3804640046296296,285.95,40.0,1.3314884699730618 -2008-01-28,0.0,-16.7,0.383714699074074,286.42,75.62,1.2990131414371333 -2008-01-29,0.0,-10.715,0.38400833333333334,259.39,144.25,1.2557127033892288 -2008-01-30,8.92,-4.664999999999999,0.3866476851851852,165.28,284.53,1.2340624843652768 -2008-01-31,7.83,-9.17,0.38799999999999996,213.01,175.22,1.3531386889970138 -2008-02-01,18.39,-14.615,0.3901519675925926,202.95,120.0,1.4072642365568944 -2008-02-02,21.67,-11.479999999999999,0.39200034722222227,177.08,161.31,1.5155153316766559 -2008-02-03,0.0,-12.22,0.3936696759259259,254.11,160.0,1.5804659887485122 -2008-02-04,0.0,-13.585,0.39600023148148145,312.6,102.54,1.5263404411886317 -2008-02-05,7.29,-12.745000000000001,0.3972188657407407,272.94,113.31,1.4722148936287511 -2008-02-06,6.93,-8.83,0.40000023148148145,170.74,209.95,1.4180893460688704 -2008-02-07,0.07,-13.34,0.4012189814814815,275.33,126.18,1.3747889080209663 -2008-02-08,0.65,-17.58,0.40399999999999997,312.53,80.0,1.3314884699730618 -2008-02-09,0.89,-14.205,0.40521898148148144,300.27,116.23,1.2881880319251573 -2008-02-10,7.26,-9.545000000000002,0.4080003472222223,220.22,169.32,1.2557127033892288 -2008-02-11,8.81,-9.56,0.40966990740740744,169.65,201.87,1.2232373748533005 -2008-02-12,0.0,-14.725,0.41200046296296294,264.92,120.0,1.2015871558293483 -2008-02-13,12.06,-13.86,0.41464768518518513,225.51,120.0,1.179936936805396 -2008-02-14,11.55,-11.475,0.4159996527777778,221.37,155.23,1.16911182729342 -2008-02-15,1.84,-10.584999999999999,0.419205324074074,317.97,154.5,1.158286717781444 -2008-02-16,0.14,-17.79,0.41999976851851856,387.73,45.79,1.1474616082694677 -2008-02-17,0.47,-17.58,0.42400011574074076,379.08,50.71,1.1366364987574917 -2008-02-18,8.41,-2.9699999999999998,0.42400011574074076,248.0,273.7,1.1258113892455155 -2008-02-19,2.97,-0.1549999999999998,0.428,229.65,402.04,1.1258113892455155 -2008-02-20,1.7,-11.34,0.42846388888888887,334.07,135.69,1.179936936805396 -2008-02-21,0.0,-18.225,0.43200000000000005,335.44,80.0,1.16911182729342 -2008-02-22,0.0,-17.185,0.4336695601851852,387.15,80.0,1.1474616082694677 -2008-02-23,0.0,-12.7,0.43600011574074077,374.97,119.72,1.1041611702215632 -2008-02-24,0.0,-10.185,0.4399488425925926,401.14,121.1,1.1258113892455155 -2008-02-25,0.0,-5.8149999999999995,0.4400003472222222,362.5,219.06,1.1149862797335395 -2008-02-26,1.48,-3.99,0.4440001157407408,238.93,313.24,1.0760158854904256 -2008-02-27,7.53,-7.085,0.4440081018518519,177.44,264.73,1.0446230679056947 -2008-02-28,2.65,-15.095,0.4480001157407407,320.84,110.31,1.0218903379305448 -2008-02-29,0.0,-20.455,0.4501516203703704,463.62,40.0,0.9969925860529997 -2008-03-01,12.47,-17.175,0.452,342.51,65.16,0.9720948341754548 -2008-03-02,10.96,-10.36,0.45599953703703705,243.29,176.9,0.9536921480050955 -2008-03-03,1.59,-12.58,0.45599953703703705,443.48,94.21,0.9374544837371314 -2008-03-04,0.0,-6.449999999999999,0.46,477.32,152.81,0.921216819469167 -2008-03-05,8.35,-9.24,0.4604638888888889,294.66,165.98,0.9071441771035982 -2008-03-06,5.91,-10.025,0.463999537037037,331.25,166.49,0.8952365566404243 -2008-03-07,0.0,-5.83,0.46799976851851854,454.88,193.13,0.8811639142748555 -2008-03-08,15.56,-3.74,0.46799976851851854,288.95,274.54,0.8703388047628793 -2008-03-09,20.97,-8.92,0.4719996527777777,295.25,181.21,0.8595136952509033 -2008-03-10,3.35,-15.07,0.4719996527777777,388.48,87.78,0.9331244399323408 -2008-03-11,0.0,-12.96,0.4760001157407408,513.25,80.47,0.9504446151515026 -2008-03-12,0.2,-7.95,0.4800005787037037,434.35,180.72,0.9136392428107837 -2008-03-13,0.79,-12.229999999999999,0.4800005787037037,463.97,115.28,0.876833870470065 -2008-03-14,0.0,-13.085,0.4840002314814815,446.38,119.13,0.8530186295437175 -2008-03-15,0.0,-8.49,0.4840002314814815,363.4,204.74,0.8302858995685677 -2008-03-16,0.86,-5.35,0.48800034722222224,281.75,284.44,0.8162132572029988 -2008-03-17,0.02,-6.715,0.4919994212962963,381.6,232.12,0.804305636739825 -2008-03-18,0.0,-9.955,0.4919994212962963,542.59,120.98,0.793480527227849 -2008-03-19,0.0,-8.685,0.4959997685185185,555.87,122.08,0.7837379286670705 -2008-03-20,19.57,-4.505,0.4959997685185185,229.22,306.53,0.7750778410574897 -2008-03-21,13.0,-7.775,0.4999997685185186,232.62,240.29,0.804305636739825 -2008-03-22,5.24,-11.645,0.503999537037037,235.07,175.79,0.8216258119589868 -2008-03-23,0.0,-13.465,0.503999537037037,408.35,125.8,0.8216258119589868 -2008-03-24,0.0,-17.955000000000002,0.5079996527777778,597.56,40.0,0.793480527227849 -2008-03-25,0.0,-16.335,0.5079996527777778,609.25,40.02,0.773995330106292 -2008-03-26,4.73,-6.255,0.511999537037037,388.27,196.72,0.7555926439359325 -2008-03-27,2.11,-7.1899999999999995,0.5159998842592592,516.81,158.82,0.7415200015703636 -2008-03-28,0.0,-8.09,0.5159998842592592,533.75,162.64,0.72961238110719 -2008-03-29,0.0,-9.495000000000001,0.520000462962963,484.34,160.0,0.7177047606440161 -2008-03-30,0.0,-6.7,0.520000462962963,469.62,214.09,0.7079621620832377 -2008-03-31,0.31,-4.0,0.5240002314814816,538.73,239.52,0.7003845854248544 -2008-04-01,6.0,-0.1499999999999999,0.5279998842592593,301.5,397.08,0.6971370525712616 -2008-04-02,3.32,0.03000000000000025,0.5279998842592593,297.45,413.56,0.6917244978152736 -2008-04-03,0.0,-2.875,0.5319998842592593,389.38,332.23,0.6873944540104832 -2008-04-04,0.29,0.5449999999999999,0.5319998842592593,473.13,384.67,0.5856384245979076 -2008-04-05,5.29,2.005,0.5359994212962963,264.63,509.59,0.6137837093290455 -2008-04-06,0.04,2.08,0.5395353009259259,255.26,564.66,0.6451765269137762 -2008-04-07,0.0,1.2349999999999999,0.54,498.13,408.37,0.6917244978152736 -2008-04-08,0.0,2.06,0.5439997685185185,564.82,383.98,0.7555926439359325 -2008-04-09,0.0,4.58,0.5439997685185185,563.1,466.45,0.8551836514461127 -2008-04-10,0.0,5.3149999999999995,0.5479999999999999,439.72,607.28,0.9785898998826404 -2008-04-11,0.0,2.5,0.5498481481481481,272.68,589.18,1.1258113892455155 -2008-04-12,9.4,1.205,0.5520004629629629,171.7,560.24,1.3206633604610856 -2008-04-13,8.07,0.52,0.5559922453703704,180.36,533.45,1.5588157697245602 -2008-04-14,0.66,0.41500000000000004,0.5560002314814815,312.19,496.32,1.7861430694760585 -2008-04-15,0.0,0.7349999999999999,0.56,508.16,423.07,1.9918201502036044 -2008-04-16,0.0,2.79,0.5600517361111111,608.9,416.71,2.240797668979055 -2008-04-17,0.0,7.704999999999999,0.5639996527777777,651.59,526.49,2.6738020494580996 -2008-04-18,0.0,8.355,0.5663305555555556,669.86,517.68,3.464035043832355 -2008-04-19,0.0,7.135,0.5679997685185185,565.44,616.24,4.600671542589847 -2008-04-20,0.0,6.28,0.5715351851851852,544.05,600.71,5.639882055739554 -2008-04-21,0.0,7.484999999999999,0.5719994212962963,592.2,601.15,6.863119430592855 -2008-04-22,0.0,6.695,0.5760005787037037,628.21,520.06,8.04305636739825 -2008-04-23,0.81,8.35,0.5760005787037037,612.63,618.02,8.974015785428197 -2008-04-24,1.01,6.784999999999999,0.5800003472222222,567.78,612.06,10.175602941257544 -2008-04-25,0.0,3.7,0.5807946759259259,590.05,479.9,10.706033307344374 -2008-04-26,0.0,4.625,0.5840005787037037,655.5,440.69,11.041611702215635 -2008-04-27,0.0,4.239999999999999,0.5853530092592593,600.82,495.06,11.149862797335393 -2008-04-28,1.07,5.855,0.5880002314814815,586.1,542.83,11.041611702215635 -2008-04-29,27.05,6.84,0.5903311342592593,322.28,730.18,12.77362922413181 -2008-04-30,36.74,2.92,0.5920008101851852,321.03,562.25,19.37694602643724 -2008-05-01,0.0,1.2000000000000002,0.5943310185185184,488.31,465.65,18.727439455718674 -2008-05-02,0.0,1.9299999999999997,0.5959997685185184,590.13,445.36,16.67066864844321 -2008-05-03,0.0,5.5,0.5987809027777777,646.56,521.35,15.479906602125837 -2008-05-04,2.94,7.0600000000000005,0.5999998842592592,390.29,700.88,14.830400031407274 -2008-05-05,3.59,7.095000000000001,0.6027810185185185,347.73,740.24,14.289144555808468 -2008-05-06,0.0,8.01,0.6039996527777778,691.93,556.67,13.6396379850899 -2008-05-07,0.0,9.545,0.6063304398148148,637.87,690.78,12.990131414371334 -2008-05-08,7.61,8.78,0.6079995370370371,386.02,787.28,12.448875938772527 -2008-05-09,3.34,7.84,0.6098476851851852,512.27,666.61,11.907620463173723 -2008-05-10,0.0,5.71,0.6120002314814815,617.82,560.22,11.149862797335393 -2008-05-11,0.0,5.875,0.6133524305555556,594.54,579.79,10.370454912473114 -2008-05-12,0.0,7.695,0.6159914351851852,688.85,540.75,9.54774658956293 -2008-05-13,0.0,9.37,0.6162851851851852,694.58,576.48,8.800814033236579 -2008-05-14,0.0,10.534999999999998,0.6195356481481481,705.89,575.7,8.140482353006036 -2008-05-15,0.0,11.745000000000001,0.6199998842592592,676.23,670.06,7.523451110823397 -2008-05-16,0.18,11.49,0.6227818287037037,610.35,772.47,6.96054541620064 -2008-05-17,0.0,10.195,0.6240006944444445,665.42,634.38,6.43011505011381 -2008-05-18,0.0,11.415000000000001,0.6253526620370371,616.66,772.17,5.942985122074885 -2008-05-19,8.24,11.975,0.6278895833333333,358.98,962.86,5.553281179643745 -2008-05-20,6.86,9.445,0.6280518518518519,266.92,913.52,5.423379865500032 -2008-05-21,1.74,8.14,0.6303303240740741,557.87,684.94,5.044501032580868 -2008-05-22,4.97,9.075000000000001,0.6319916666666667,383.2,794.73,4.741397966245537 -2008-05-23,2.33,7.885,0.6322856481481481,371.26,797.37,4.449120009422182 -2008-05-24,0.95,8.76,0.6347809027777778,489.51,769.35,4.146016943086851 -2008-05-25,0.0,9.690000000000001,0.6360001157407408,673.5,634.99,3.8537389862634956 -2008-05-26,0.0,13.625,0.6362856481481481,550.34,1023.17,3.561461029440141 -2008-05-27,5.95,12.145,0.6387810185185185,348.06,1020.77,3.3016584011527144 -2008-05-28,0.41,8.495000000000001,0.6399917824074074,608.42,659.79,2.998555334817383 -2008-05-29,2.93,9.76,0.6400512731481481,426.03,851.87,2.738752706529956 -2008-05-30,0.22,8.5,0.6418483796296296,629.31,636.39,2.4897751877545056 -2008-05-31,6.59,9.425,0.6435354166666667,444.72,782.52,2.316573435562888 -2008-06-01,6.28,9.675,0.6439998842592592,229.28,973.02,2.219147449955103 -2008-06-02,0.0,11.205,0.6442856481481481,395.55,1014.65,2.0567708072754614 -2008-06-03,1.23,10.649999999999999,0.6458482638888889,502.9,883.54,1.9376946026437238 -2008-06-04,0.06,9.81,0.6471538194444444,662.92,633.12,1.8186183980119868 -2008-06-05,0.0,10.775,0.6479927083333333,673.55,643.98,1.7103673028922255 -2008-06-06,0.0,13.669999999999998,0.6480521990740741,568.9,965.95,1.6237664267964167 -2008-06-07,2.55,15.655000000000001,0.6487947916666666,412.99,1279.82,1.537165550700608 -2008-06-08,8.05,18.975,0.6498487268518519,399.97,1439.25,1.537165550700608 -2008-06-09,10.3,19.16,0.6507814814814814,409.3,1429.18,1.5155153316766559 -2008-06-10,9.02,19.055,0.6515357638888889,330.31,1603.31,1.4397395650928229 -2008-06-11,11.64,18.080000000000002,0.6519921296296297,346.53,1483.4,1.537165550700608 -2008-06-12,5.17,15.105,0.6520001157407407,439.76,1103.71,1.5046902221646794 -2008-06-13,0.0,12.79,0.6520517361111111,650.21,776.08,1.461389784116775 -2008-06-14,0.0,13.585,0.6522856481481482,702.27,656.46,1.4289144555808466 -2008-06-15,0.0,15.06,0.6527943287037037,610.04,967.08,1.3856140175329423 -2008-06-16,9.6,14.37,0.653352662037037,281.48,1283.31,1.3531386889970138 -2008-06-17,9.2,13.52,0.653848611111111,137.94,1386.79,1.3964391270449183 -2008-06-18,7.74,14.19,0.653848611111111,222.06,1348.86,1.4505646746047989 -2008-06-19,3.59,14.97,0.653848611111111,298.72,1332.58,1.4180893460688704 -2008-06-20,1.91,15.084999999999999,0.6543310185185185,417.26,1301.93,1.4072642365568944 -2008-06-21,5.8,16.6,0.6543310185185185,361.17,1354.74,1.3856140175329423 -2008-06-22,3.38,17.665,0.653848611111111,408.98,1337.21,1.3531386889970138 -2008-06-23,8.46,18.895,0.653848611111111,383.71,1486.12,1.3856140175329423 -2008-06-24,18.06,17.215,0.653352662037037,375.79,1366.43,1.4830400031407271 -2008-06-25,1.47,15.92,0.653352662037037,601.64,1029.36,1.4289144555808466 -2008-06-26,4.26,17.785,0.6527943287037037,354.21,1436.25,1.4072642365568944 -2008-06-27,10.09,16.085,0.6522856481481482,240.98,1479.86,1.5046902221646794 -2008-06-28,5.28,15.525,0.6520517361111111,261.88,1400.03,1.4722148936287511 -2008-06-29,35.24,13.725,0.6519921296296297,181.22,1355.76,2.013470369227557 -2008-06-30,7.73,16.21,0.6518894675925926,293.82,1418.19,2.3815240926347445 -2008-07-01,2.26,18.205,0.6511538194444445,497.52,1317.19,2.5872011733622906 -2008-07-02,0.0,17.325,0.6503311342592593,603.84,1107.84,2.6738020494580996 -2008-07-03,1.77,17.81,0.6493528935185184,508.67,1312.1,2.72792759701798 -2008-07-04,5.98,14.864999999999998,0.6482863425925927,509.51,1012.54,2.825353582625765 -2008-07-05,0.1,16.11,0.6480008101851852,587.61,1032.73,2.6954522684820517 -2008-07-06,0.0,18.580000000000002,0.647890162037037,567.76,1250.07,2.5655509543383386 -2008-07-07,0.0,20.15,0.64678125,565.31,1329.07,2.413999421170673 -2008-07-08,0.0,22.259999999999998,0.645352199074074,509.64,1672.77,2.251622778491031 -2008-07-09,8.76,23.475,0.6440515046296297,306.16,2068.56,2.2083223404431265 -2008-07-10,10.47,21.355,0.6438894675925926,331.45,1737.93,2.327398545074864 -2008-07-11,0.0,16.79,0.6427809027777778,481.79,1248.72,2.14337168337127 -2008-07-12,0.0,15.84,0.6407940972222222,541.93,1009.72,2.013470369227557 -2008-07-13,0.31,17.56,0.6399997685185186,437.59,1351.62,1.9160443836197718 -2008-07-14,11.74,18.78,0.6395354166666667,266.11,1633.92,1.8943941645958196 -2008-07-15,2.05,18.8,0.6378482638888888,408.67,1402.72,1.7753179599640823 -2008-07-16,2.95,18.235,0.6360001157407408,399.03,1300.63,1.6670668648443212 -2008-07-17,5.63,18.915,0.6355359953703703,338.74,1413.24,1.5696408792365362 -2008-07-18,3.92,18.475,0.6338483796296296,316.78,1504.26,1.4830400031407271 -2008-07-19,5.28,18.395,0.6319996527777777,259.48,1587.1,1.3964391270449183 -2008-07-20,10.58,19.205,0.6315355324074073,302.81,1562.28,1.4722148936287511 -2008-07-21,11.59,19.73,0.6287943287037038,278.42,1630.41,1.3423135794850378 -2008-07-22,11.44,19.35,0.628,264.77,1628.79,1.277362922413181 -2008-07-23,1.33,17.41,0.6267813657407407,346.21,1442.58,1.266537812901205 -2008-07-24,2.55,19.619999999999997,0.624052199074074,265.73,1759.79,1.2448875938772528 -2008-07-25,10.94,20.915,0.6238902777777778,237.56,1874.64,1.2881880319251573 -2008-07-26,0.0,19.665,0.6207944444444444,411.28,1532.92,1.2448875938772528 -2008-07-27,5.36,20.509999999999998,0.6199998842592592,299.86,1710.84,1.2015871558293483 -2008-07-28,7.26,19.515,0.6183303240740741,275.75,1605.42,1.2015871558293483 -2008-07-29,8.67,18.585,0.615999537037037,243.41,1588.49,1.266537812901205 -2008-07-30,4.95,18.395,0.6151532407407407,335.52,1454.08,1.2881880319251573 -2008-07-31,0.77,19.055,0.6120002314814815,348.3,1575.78,1.2448875938772528 -2008-08-01,17.65,19.065,0.6115356481481482,181.98,1781.29,1.3856140175329423 -2008-08-02,32.52,19.155,0.6080510416666667,164.46,1841.66,1.9376946026437238 -2008-08-03,23.57,19.025,0.6078891203703704,174.43,1806.34,2.3706989831227685 -2008-08-04,21.07,17.295,0.6042853009259259,197.37,1596.62,2.6846271589700756 -2008-08-05,0.34,16.39,0.6039916666666666,376.66,1345.99,2.9119544587215738 -2008-08-06,0.0,15.549999999999999,0.6002854166666667,433.94,1183.31,2.9660800062814543 -2008-08-07,0.0,14.91,0.5999998842592592,365.43,1256.09,2.9336046777455267 -2008-08-08,0.42,15.16,0.5962851851851851,244.15,1416.53,2.8578289111616932 -2008-08-09,8.25,16.259999999999998,0.5959997685185184,210.53,1481.99,2.9552548967694783 -2008-08-10,4.39,17.525,0.5920523148148148,297.74,1411.24,2.9119544587215738 -2008-08-11,5.32,16.81,0.591992824074074,285.07,1400.68,2.8145284731137887 -2008-08-12,6.96,16.9,0.5880002314814815,272.84,1432.14,2.9660800062814543 -2008-08-13,12.12,16.705,0.5879922453703703,286.45,1382.44,3.095981320425168 -2008-08-14,1.19,16.97,0.5840005787037037,437.2,1289.66,2.8578289111616932 -2008-08-15,0.0,17.27,0.5835359953703704,451.28,1267.65,2.7062773779940277 -2008-08-16,0.04,17.465,0.5800003472222222,450.02,1281.61,2.5655509543383386 -2008-08-17,0.01,15.95,0.5787818287037036,437.27,1203.56,2.4031743116586965 -2008-08-18,3.32,15.11,0.5760005787037037,396.03,918.72,2.2624478880030074 -2008-08-19,5.44,15.82,0.5738478009259259,328.3,1202.71,2.132546573859294 -2008-08-20,0.0,12.695,0.5719994212962963,393.38,1032.25,1.9485197121557 -2008-08-21,0.0,14.729999999999999,0.5680513888888888,459.37,997.59,1.8186183980119868 -2008-08-22,0.0,18.765,0.5679997685185185,468.76,1182.68,1.7103673028922255 -2008-08-23,0.0,21.04,0.5639996527777777,440.71,1453.72,1.6129413172844407 -2008-08-24,0.0,20.759999999999998,0.5639916666666667,413.16,1544.53,1.5263404411886317 -2008-08-25,6.0,18.415,0.56,285.87,1436.03,1.4289144555808466 -2008-08-26,0.0,14.265,0.558330324074074,389.84,1100.52,1.3206633604610856 -2008-08-27,0.0,14.125,0.5560002314814815,442.63,928.19,1.2340624843652768 -2008-08-28,0.0,16.845,0.5520519675925926,447.31,1067.81,1.158286717781444 -2008-08-29,0.0,15.96,0.5520004629629629,401.5,1161.14,1.0933360607095872 -2008-08-30,0.13,16.025,0.5479999999999999,353.4,1271.19,1.038128002198509 -2008-08-31,0.94,15.375,0.5479921296296296,335.81,1220.66,0.9991576079553951 -2008-09-01,0.0,14.95,0.5439997685185185,397.93,1061.59,0.921216819469167 -2008-09-02,0.0,16.21,0.540794212962963,399.99,1128.03,0.8725038266652746 -2008-09-03,0.0,16.57,0.54,400.39,1131.74,0.8292033886173701 -2008-09-04,0.0,15.459999999999999,0.5359994212962963,399.82,1037.74,0.773995330106292 -2008-09-05,0.0,12.915000000000001,0.5359994212962963,408.39,850.58,0.7285298701559924 -2008-09-06,2.65,16.490000000000002,0.5319998842592593,285.35,1258.73,0.7014670963760521 -2008-09-07,4.29,16.555,0.5298482638888888,200.89,1394.67,0.667909256888926 -2008-09-08,0.98,14.055,0.5279998842592593,200.1,1279.7,0.6560016364257523 -2008-09-09,18.27,13.425,0.5240002314814816,189.78,1167.5,0.7122922058880281 -2008-09-10,19.67,10.15,0.5240002314814816,236.43,864.4,0.8172957681541964 -2008-09-11,0.0,8.625,0.520000462962963,378.13,644.16,0.7599226877407229 -2008-09-12,1.5,9.204999999999998,0.5183310185185186,340.44,709.27,0.7361074468143756 -2008-09-13,0.0,12.209999999999999,0.5159998842592592,270.63,1024.79,0.7198697825464114 -2008-09-14,0.0,15.14,0.511999537037037,227.92,1324.68,0.7090446730344352 -2008-09-15,9.41,15.685,0.511999537037037,210.54,1271.38,0.7750778410574897 -2008-09-16,1.89,11.11,0.5079996527777778,334.32,746.14,0.7285298701559924 -2008-09-17,2.32,10.13,0.5067805555555556,305.98,718.57,0.6906419868640759 -2008-09-18,4.44,7.665,0.503999537037037,268.22,618.12,0.6473415488161715 -2008-09-19,0.0,4.39,0.4999997685185186,368.53,468.82,0.6127011983778479 -2008-09-20,0.0,7.96,0.4999997685185186,373.18,585.56,0.5867209355491053 -2008-09-21,0.0,9.425,0.4959997685185185,335.68,724.96,0.5369254317940151 -2008-09-22,0.0,5.1,0.49366840277777774,342.57,519.65,0.506615125160482 -2008-09-23,0.0,5.54,0.4919994212962963,375.54,473.08,0.4882124389901227 -2008-09-24,0.0,7.875,0.48800034722222224,376.02,535.84,0.46223217616137996 -2008-09-25,0.0,12.46,0.48800034722222224,353.9,785.99,0.44382948999102056 -2008-09-26,0.0,14.37,0.4840002314814815,329.67,953.51,0.428674336674254 -2008-09-27,18.96,13.524999999999999,0.48167002314814816,173.49,1139.18,0.487129928038925 -2008-09-28,25.27,15.655,0.4800005787037037,100.8,1490.91,0.5997110669634765 -2008-09-29,9.8,13.54,0.4760001157407408,124.52,1261.91,0.7361074468143756 -2008-09-30,0.0,11.24,0.4760001157407408,227.46,977.22,0.7306948920583874 -2008-10-01,0.53,11.25,0.4719996527777777,213.49,985.47,0.7426025125215612 -2008-10-02,16.67,9.245000000000001,0.4701513888888889,150.87,893.26,0.8811639142748555 -2008-10-03,16.89,6.574999999999999,0.46799976851851854,180.81,703.03,1.0933360607095872 -2008-10-04,0.77,5.58,0.463999537037037,199.34,696.98,1.0619432431248563 -2008-10-05,0.0,4.595,0.463999537037037,265.26,583.54,1.0760158854904256 -2008-10-06,0.0,4.11,0.46,261.42,565.93,1.071685841685635 -2008-10-07,0.0,4.555,0.45920532407407405,244.09,596.57,1.0532831555152757 -2008-10-08,0.0,6.93,0.45599953703703705,310.79,574.69,1.0392105131497067 -2008-10-09,1.03,7.984999999999999,0.45200810185185186,293.5,641.98,1.0164777831745568 -2008-10-10,0.21,8.549999999999999,0.452,217.56,806.73,0.9840024546386285 -2008-10-11,0.0,7.295,0.4480001157407407,254.72,679.35,0.9471970822979098 -2008-10-12,1.3,5.925,0.4480001157407407,280.95,571.82,0.9147217537619815 -2008-10-13,2.15,6.855,0.4440001157407408,230.45,675.34,0.8963190675916219 -2008-10-14,0.23,7.635,0.44166932870370373,238.68,707.71,0.8876589799820411 -2008-10-15,0.48,8.395,0.4400003472222222,243.64,729.32,0.8497710966901247 -2008-10-16,3.03,7.16,0.43611064814814815,151.34,758.68,0.8313684105197653 -2008-10-17,2.64,3.7,0.43600011574074077,177.48,569.69,0.8032231257886274 -2008-10-18,0.0,1.3850000000000002,0.43200000000000005,249.27,440.0,0.7718303082038968 -2008-10-19,0.0,1.1099999999999999,0.43194837962962956,274.65,382.88,0.7415200015703636 -2008-10-20,0.0,2.2899999999999996,0.428,292.63,360.02,0.7155397387416209 -2008-10-21,6.47,2.71,0.4261517361111111,211.14,467.17,0.6993020744736568 -2008-10-22,13.34,-0.52,0.42400011574074076,104.78,474.3,0.7718303082038968 -2008-10-23,0.0,-2.8099999999999996,0.42121863425925926,242.85,314.22,0.7631702205943158 -2008-10-24,0.0,0.355,0.41999976851851856,255.95,373.3,0.7555926439359325 -2008-10-25,0.0,3.225,0.4164640046296296,270.31,430.27,0.7523451110823397 -2008-10-26,23.79,7.34,0.4159996527777778,152.63,728.49,0.9417845275419217 -2008-10-27,13.98,8.155,0.4121109953703704,156.55,752.98,1.1149862797335395 -2008-10-28,6.99,9.1,0.41200046296296294,166.7,759.72,1.2015871558293483 -2008-10-29,8.14,6.755,0.4080084490740741,151.97,678.21,1.5804659887485122 -2008-10-30,2.08,0.7999999999999998,0.40794895833333333,126.96,523.57,1.6995421933802495 -2008-10-31,0.0,1.5199999999999998,0.40399999999999997,177.59,492.75,1.7969681789880345 -2008-11-01,0.0,0.9700000000000002,0.4037145833333334,176.42,474.53,1.8402686170359388 -2008-11-02,0.0,-1.5850000000000002,0.40000023148148145,155.86,414.01,1.851093726547915 -2008-11-03,0.0,-0.77,0.39971435185185183,186.67,400.0,1.8402686170359388 -2008-11-04,0.0,4.29,0.3960082175925926,170.16,600.28,1.8077932885000105 -2008-11-05,0.0,9.315,0.39571446759259266,181.27,814.22,1.7753179599640823 -2008-11-06,0.0,9.92,0.3921108796296296,216.62,716.81,1.7320175219161775 -2008-11-07,13.1,8.81,0.3919487268518519,134.15,782.52,1.6887170838682732 -2008-11-08,4.19,5.93,0.3884644675925926,74.93,781.53,1.6670668648443212 -2008-11-09,13.92,5.805,0.38799999999999996,94.98,731.47,1.8835690550838433 -2008-11-10,5.43,3.64,0.3848466435185185,89.87,640.0,1.9268694931317478 -2008-11-11,7.82,0.8349999999999997,0.3840003472222222,93.71,514.68,2.035120588251509 -2008-11-12,1.25,-0.74,0.38166932870370374,110.86,464.08,2.0675959167874374 -2008-11-13,0.28,-2.095,0.3799997685185186,181.54,345.5,2.0784210262994134 -2008-11-14,6.7,2.145,0.37920590277777777,120.09,515.32,2.14337168337127 -2008-11-15,10.43,8.66,0.37611087962962964,87.06,905.5,2.33822365458684 -2008-11-16,17.44,10.025,0.3759486111111111,131.1,823.97,2.7928782540898367 -2008-11-17,4.61,2.975,0.37321898148148147,132.18,540.59,3.085156210913192 -2008-11-18,1.4,-3.3850000000000002,0.3719998842592593,107.75,385.25,3.1934073060329524 -2008-11-19,0.49,-6.3100000000000005,0.37120578703703705,130.25,297.34,3.1934073060329524 -2008-11-20,0.0,-7.83,0.3684645833333333,93.9,286.64,3.1176315394491203 -2008-11-21,0.0,-8.445,0.3680003472222222,136.84,240.5,2.998555334817383 -2008-11-22,2.38,-7.6,0.36615196759259255,107.94,275.4,2.8361786921377408 -2008-11-23,0.71,-8.195,0.3644642361111111,84.81,282.52,2.6954522684820517 -2008-11-24,0.0,-8.565,0.36400011574074076,167.77,239.61,2.554725844826362 -2008-11-25,0.0,-6.985,0.3621513888888889,197.4,240.0,2.4031743116586965 -2008-11-26,16.74,-0.8999999999999999,0.3604638888888889,100.48,449.22,2.424824530682649 -2008-11-27,2.27,-0.24,0.3599998842592593,82.85,522.93,2.435649640194625 -2008-11-28,0.82,-0.245,0.35920578703703704,80.9,524.2,2.349048764098816 -2008-11-29,3.05,-1.36,0.3572189814814815,83.8,466.79,2.2624478880030074 -2008-11-30,0.0,-2.96,0.35611041666666665,161.89,344.5,2.1866721214191744 -2008-12-01,10.63,-1.6100000000000003,0.3559483796296296,93.03,439.23,2.154196792883246 -2008-12-02,5.53,-0.28500000000000014,0.3546476851851852,86.61,485.2,2.121721464347318 -2008-12-03,0.0,-1.545,0.35321898148148145,111.37,445.49,2.045945697763485 -2008-12-04,1.14,-2.13,0.35211030092592593,120.53,418.13,1.9809950406916284 -2008-12-05,1.46,-7.285,0.35199988425925927,179.9,230.35,1.8835690550838433 -2008-12-06,1.44,-11.71,0.35171423611111113,189.85,151.75,1.8077932885000105 -2008-12-07,2.66,-7.665,0.3506474537037037,160.83,223.6,1.7211924124042017 -2008-12-08,1.62,-12.175,0.34966921296296294,172.9,143.22,1.6129413172844407 -2008-12-09,4.1,-14.645,0.3488465277777778,155.37,119.93,1.547990660212584 -2008-12-10,12.42,-8.935,0.3481105324074074,141.68,186.03,1.537165550700608 -2008-12-11,7.23,-12.365,0.3480079861111111,142.06,134.95,1.4722148936287511 -2008-12-12,20.27,-9.67,0.34794849537037037,138.97,179.61,1.4938651126527034 -2008-12-13,3.81,-11.285,0.34771435185185184,171.87,154.89,1.4938651126527034 -2008-12-14,0.14,-16.695,0.3472057870370371,199.43,80.0,1.461389784116775 -2008-12-15,3.22,-5.43,0.3466476851851852,149.72,228.82,1.4289144555808466 -2008-12-16,2.23,-1.9799999999999995,0.3466476851851852,169.59,315.68,1.4289144555808466 -2008-12-17,6.66,-12.21,0.3461518518518519,111.7,171.13,1.4072642365568944 -2008-12-18,2.41,-14.975,0.3461518518518519,167.12,120.0,1.4072642365568944 -2008-12-19,0.0,-16.8,0.3456693287037037,187.85,86.64,1.3856140175329423 -2008-12-20,0.0,-21.705,0.3456693287037037,173.19,70.85,1.36396379850899 -2008-12-21,1.0,-24.005,0.3461518518518519,198.68,40.0,1.3314884699730618 -2008-12-22,16.65,-15.76,0.3461518518518519,121.6,120.07,1.2990131414371333 -2008-12-23,0.88,-16.91,0.3461518518518519,155.77,120.0,1.266537812901205 -2008-12-24,5.28,-11.58,0.3466476851851852,128.58,160.04,1.2232373748533005 -2008-12-25,5.26,-5.875,0.3472057870370371,144.23,208.74,1.1907620463173723 -2008-12-26,0.0,-16.555,0.34771435185185184,204.04,80.0,1.1907620463173723 -2008-12-27,5.05,-13.26,0.34794849537037037,149.82,104.69,1.16911182729342 -2008-12-28,10.47,-1.3450000000000002,0.34800000000000003,108.51,381.99,1.1474616082694677 -2008-12-29,0.0,-1.6700000000000002,0.3480079861111111,150.27,363.46,1.1474616082694677 -2008-12-30,0.0,-9.86,0.3484641203703704,174.03,170.13,1.1041611702215632 -2008-12-31,0.0,-5.765,0.3482361111111111,162.15,266.8,1.0651907759784494 -2009-01-01,0.0,-18.630000000000003,0.34921886574074074,96.42,111.19,1.0197253160281496 -2009-01-02,0.0,-16.325,0.35015162037037034,140.24,114.77,0.9829199436874309 -2009-01-03,0.0,-15.94,0.35120578703703703,146.45,120.0,0.9461145713467122 -2009-01-04,0.0,-13.0,0.3519482638888889,134.53,150.18,0.9103917099571911 -2009-01-05,1.01,-10.2,0.35200787037037035,137.1,195.98,0.8789988923724602 -2009-01-06,0.58,-11.07,0.35284641203703704,132.08,177.14,0.8465235638365318 -2009-01-07,4.36,-15.54,0.3541518518518519,144.0,113.24,0.8151307462518013 -2009-01-08,13.85,-12.705,0.35571446759259256,84.91,164.3,0.7848204396182681 -2009-01-09,0.11,-12.29,0.35600000000000004,96.09,183.4,0.7566751548871301 -2009-01-10,0.0,-15.945,0.3564643518518519,136.38,120.0,0.7328599139607828 -2009-01-11,0.0,-19.549999999999997,0.35815185185185183,182.37,80.0,0.7068796511320401 -2009-01-12,0.0,-18.84,0.3599482638888889,192.76,80.0,0.6852294321080878 -2009-01-13,0.03,-13.915,0.36000787037037035,202.72,107.56,0.6657442349865309 -2009-01-14,1.94,-11.325,0.36121863425925926,196.32,131.64,0.6462590378649739 -2009-01-15,0.0,-25.865000000000002,0.3637142361111111,208.84,40.0,0.6267738407434169 -2009-01-16,0.0,-30.019999999999996,0.36400011574074076,223.97,8.53,0.6083711545730576 -2009-01-17,0.0,-29.785,0.36521898148148146,222.8,26.67,0.5932160012562909 -2009-01-18,5.21,-26.284999999999997,0.36771435185185186,196.14,40.0,0.5748133150859315 -2009-01-19,8.18,-16.885,0.3680083333333333,129.24,99.62,0.5574931398667697 -2009-01-20,1.97,-12.495000000000001,0.3696696759259259,134.35,160.0,0.5434204975012007 -2009-01-21,0.0,-17.015,0.3719483796296296,210.8,80.0,0.5325953879892247 -2009-01-22,0.0,-14.645,0.37211041666666667,217.78,107.55,0.5217702784772486 -2009-01-23,0.74,-17.955000000000002,0.3746479166666667,248.43,62.94,0.5131101908676677 -2009-01-24,2.09,-18.64,0.3760002314814815,218.45,80.0,0.5055326142092844 -2009-01-25,0.0,-22.02,0.3772188657407407,229.5,40.0,0.5001200594532963 -2009-01-26,0.0,-28.145,0.3799997685185186,266.33,19.78,0.4947075046973083 -2009-01-27,0.0,-26.560000000000002,0.3804640046296296,268.58,40.0,0.4914599718437154 -2009-01-28,5.81,-22.445,0.383714699074074,232.07,40.0,0.4892949499413202 -2009-01-29,13.16,-15.1,0.38400833333333334,167.15,111.53,0.5358429208428175 -2009-01-30,0.0,-12.809999999999999,0.3866476851851852,229.0,120.76,0.5509980741595841 -2009-01-31,1.14,-10.35,0.38799999999999996,189.63,188.57,0.5477505413059912 -2009-02-01,0.0,-16.455,0.3901519675925926,272.93,80.0,0.545585519403596 -2009-02-02,0.0,-11.58,0.39200034722222227,242.43,137.23,0.5412554755988056 -2009-02-03,0.0,-12.09,0.3936696759259259,245.81,128.73,0.5380079427452128 -2009-02-04,0.0,-15.105,0.39600023148148145,165.47,127.19,0.5347604098916199 -2009-02-05,0.0,-18.16,0.3972188657407407,218.69,86.02,0.5293478551356319 -2009-02-06,0.0,-17.945,0.40000023148148145,273.58,80.0,0.5250178113308414 -2009-02-07,0.31,-13.469999999999999,0.4012189814814815,289.44,99.81,0.520687767526051 -2009-02-08,1.0,-6.315,0.40399999999999997,257.35,213.85,0.520687767526051 -2009-02-09,0.0,-14.219999999999999,0.40521898148148144,286.35,94.27,0.5163577237212605 -2009-02-10,0.0,-18.085,0.4080003472222223,285.35,80.0,0.5076976361116796 -2009-02-11,1.41,-9.1,0.40966990740740744,215.76,203.69,0.506615125160482 -2009-02-12,4.63,-2.2350000000000003,0.41200046296296294,143.26,364.14,0.5087801470628772 -2009-02-13,5.61,-10.245000000000001,0.41464768518518513,212.32,155.03,0.5141927018188653 -2009-02-14,2.02,-11.21,0.4159996527777778,160.79,184.14,0.5120276799164701 -2009-02-15,0.0,-6.04,0.419205324074074,141.13,303.17,0.506615125160482 -2009-02-16,0.0,-5.18,0.41999976851851856,141.71,332.12,0.5001200594532963 -2009-02-17,0.0,-5.33,0.42400011574074076,173.09,312.4,0.4947075046973083 -2009-02-18,0.0,-10.53,0.42400011574074076,344.28,127.96,0.4990375485020987 -2009-02-19,4.76,-7.4799999999999995,0.428,214.69,226.68,0.4903774608925179 -2009-02-20,7.33,-7.195,0.42846388888888887,112.68,285.62,0.487129928038925 -2009-02-21,0.07,-8.440000000000001,0.43200000000000005,177.86,248.57,0.48388239518533216 -2009-02-22,0.0,-10.075000000000001,0.4336695601851852,299.26,174.07,0.4806348623317393 -2009-02-23,9.14,-6.805000000000001,0.43600011574074077,137.76,285.67,0.4784698404293441 -2009-02-24,6.37,-8.035,0.4399488425925926,169.91,252.0,0.4752223075757513 -2009-02-25,0.0,-11.379999999999999,0.4400003472222222,385.99,128.74,0.4730572856733561 -2009-02-26,0.0,-9.370000000000001,0.4440001157407408,395.81,149.66,0.47197477472215843 -2009-02-27,7.6,-3.7,0.4440081018518519,259.54,289.48,0.47197477472215843 -2009-02-28,6.81,-4.98,0.4480001157407407,316.26,198.07,0.5196052565748533 -2009-03-01,0.0,-16.759999999999998,0.4501516203703704,413.87,80.0,0.5250178113308414 -2009-03-02,4.22,-13.705,0.452,298.92,134.17,0.5271828332332367 -2009-03-03,6.71,-12.105,0.45599953703703705,152.47,191.71,0.6007935779146741 -2009-03-04,0.0,-17.049999999999997,0.45599953703703705,433.89,80.0,0.6127011983778479 -2009-03-05,0.0,-14.645000000000001,0.46,435.56,97.5,0.6072886436218599 -2009-03-06,9.5,-9.655,0.4604638888888889,337.19,140.13,0.6646617240353332 -2009-03-07,8.73,-2.1500000000000004,0.463999537037037,255.85,350.5,0.7718303082038968 -2009-03-08,4.17,-1.1649999999999998,0.46799976851851854,242.2,394.55,0.8097181914958131 -2009-03-09,0.0,-5.635,0.46799976851851854,446.54,212.21,0.8140482353006037 -2009-03-10,0.0,-6.13,0.4719996527777777,469.99,199.52,0.8172957681541964 -2009-03-11,2.18,-3.1950000000000003,0.4719996527777777,374.36,283.41,0.8454410528853343 -2009-03-12,3.76,-7.68,0.4760001157407408,355.78,181.04,0.848688585738927 -2009-03-13,0.0,-15.18,0.4800005787037037,480.52,88.05,0.8530186295437175 -2009-03-14,0.0,-11.355,0.4800005787037037,494.61,126.91,0.8562661623973103 -2009-03-15,0.0,-6.125,0.4840002314814815,431.56,231.35,0.8335334324221606 -2009-03-16,0.0,-11.450000000000001,0.4840002314814815,507.59,120.0,0.8259558557637772 -2009-03-17,0.0,-8.315000000000001,0.48800034722222224,531.72,125.02,0.8183782791053941 -2009-03-18,0.35,-3.425,0.4919994212962963,493.04,235.65,0.8151307462518013 -2009-03-19,0.09,-1.085,0.4919994212962963,361.84,379.93,0.8021406148374299 -2009-03-20,0.0,-7.950000000000001,0.4959997685185185,504.18,160.0,0.7891504834230585 -2009-03-21,0.0,-8.834999999999999,0.4959997685185185,507.57,158.18,0.7837379286670705 -2009-03-22,0.0,-6.654999999999999,0.4999997685185186,483.58,196.55,0.768582775350304 -2009-03-23,0.0,-9.05,0.503999537037037,451.91,170.32,0.7436850234727588 -2009-03-24,0.0,-6.61,0.503999537037037,392.04,236.06,0.72961238110719 -2009-03-25,0.0,-3.29,0.5079996527777778,485.29,255.45,0.72961238110719 -2009-03-26,0.0,-2.04,0.5079996527777778,518.71,252.27,0.7231173154000042 -2009-03-27,0.0,-0.03500000000000014,0.511999537037037,433.34,363.76,0.7112096949368305 -2009-03-28,0.0,2.0649999999999995,0.5159998842592592,424.7,440.0,0.6993020744736568 -2009-03-29,0.81,4.135,0.5159998842592592,448.77,469.62,0.6873944540104832 -2009-03-30,15.57,2.19,0.520000462962963,265.07,496.49,0.6776518554497045 -2009-03-31,8.22,-1.5549999999999997,0.520000462962963,154.18,443.45,0.7707477972526992 -2009-04-01,0.0,-1.6,0.5240002314814816,312.78,401.58,0.8800814033236579 -2009-04-02,1.9,2.1950000000000003,0.5279998842592593,365.21,483.6,1.032715447442521 -2009-04-03,3.24,4.335000000000001,0.5279998842592593,360.14,509.2,1.2340624843652768 -2009-04-04,13.65,5.19,0.5319998842592593,279.18,618.12,1.764492850452106 -2009-04-05,4.74,2.88,0.5319998842592593,181.43,607.53,2.6629769399461236 -2009-04-06,3.43,1.6949999999999998,0.5359994212962963,163.42,575.51,3.593936357976069 -2009-04-07,14.13,3.25,0.5395353009259259,205.87,607.32,4.708922637709608 -2009-04-08,4.87,0.995,0.54,181.44,537.19,5.79143358890722 -2009-04-09,0.0,0.7599999999999999,0.5439997685185185,210.81,546.85,6.300213735970097 -2009-04-10,0.0,1.1350000000000002,0.5439997685185185,291.38,520.0,6.527541035721595 -2009-04-11,0.0,0.2400000000000002,0.5479999999999999,409.09,440.2,6.592491692793452 -2009-04-12,0.0,-0.7450000000000001,0.5498481481481481,480.42,377.53,6.614141911817404 -2009-04-13,1.76,-1.4900000000000002,0.5520004629629629,267.18,450.5,6.48424059767369 -2009-04-14,0.0,-0.8650000000000002,0.5559922453703704,420.03,415.55,6.311038845482074 -2009-04-15,0.0,0.1200000000000001,0.5560002314814815,549.72,373.12,6.137837093290456 -2009-04-16,0.0,0.5900000000000003,0.56,579.25,370.91,5.997110669634766 -2009-04-17,0.32,1.8200000000000003,0.5600517361111111,588.72,406.67,5.8888595745150045 -2009-04-18,0.0,2.9450000000000003,0.5639996527777777,551.29,473.65,5.910509793538957 -2009-04-19,0.0,1.1750000000000003,0.5663305555555556,563.84,413.01,5.8996846840269805 -2009-04-20,0.0,1.4650000000000003,0.5679997685185185,626.34,358.46,5.8996846840269805 -2009-04-21,7.93,3.685,0.5715351851851852,501.5,478.13,5.9538102315868615 -2009-04-22,13.02,6.735,0.5719994212962963,338.7,720.29,6.646617240353332 -2009-04-23,9.3,8.37,0.5760005787037037,357.81,783.88,8.07553169593418 -2009-04-24,5.11,6.055000000000001,0.5760005787037037,417.87,652.53,9.612697246634786 -2009-04-25,0.0,10.955,0.5800003472222222,641.16,631.96,10.197253160281496 -2009-04-26,0.0,10.78,0.5807946759259259,635.86,644.79,10.82510951197611 -2009-04-27,0.0,6.15,0.5840005787037037,632.4,505.8,10.82510951197611 -2009-04-28,0.2,11.190000000000001,0.5853530092592593,635.33,626.9,10.413755350521019 -2009-04-29,2.6,7.085,0.5880002314814815,521.49,548.1,10.024051408089878 -2009-04-30,0.0,5.155,0.5903311342592593,634.46,448.35,9.439495494443168 -2009-05-01,5.45,9.57,0.5920008101851852,445.16,692.22,8.930715347380291 -2009-05-02,3.77,8.54,0.5943310185185184,402.34,718.78,8.46523563836532 -2009-05-03,0.0,6.6899999999999995,0.5959997685185184,563.22,598.12,7.956455491302442 -2009-05-04,0.0,8.719999999999999,0.5987809027777777,585.04,652.05,7.393549796679685 -2009-05-05,0.0,6.969999999999999,0.5999998842592592,637.63,479.38,6.863119430592855 -2009-05-06,4.03,7.7,0.6027810185185185,366.7,705.79,6.37598950255393 -2009-05-07,5.84,7.154999999999999,0.6039996527777778,212.26,816.92,5.997110669634766 -2009-05-08,3.29,9.175,0.6063304398148148,283.24,905.26,5.694007603299435 -2009-05-09,4.93,11.585,0.6079995370370371,404.19,843.83,5.325953879892247 -2009-05-10,15.47,10.855,0.6098476851851852,337.07,905.45,5.1202767991647 -2009-05-11,0.0,6.3100000000000005,0.6120002314814815,460.07,648.55,4.903774608925178 -2009-05-12,0.0,6.62,0.6133524305555556,590.17,540.47,4.6223217616138 -2009-05-13,0.0,8.940000000000001,0.6159914351851852,630.56,533.68,4.340868914302421 -2009-05-14,1.82,12.035,0.6162851851851852,520.02,792.83,4.102716505038946 -2009-05-15,4.97,12.43,0.6195356481481481,352.27,957.75,3.799613438703615 -2009-05-16,1.57,8.045,0.6199998842592592,546.64,565.55,3.50733548188026 -2009-05-17,9.4,8.565,0.6227818287037037,371.31,710.32,3.3449588392006184 -2009-05-18,0.37,4.295,0.6240006944444445,379.35,605.6,3.1284566489610963 -2009-05-19,0.0,5.765000000000001,0.6253526620370371,554.63,530.2,2.92277956823355 -2009-05-20,0.11,8.715,0.6278895833333333,565.09,633.83,2.6954522684820517 -2009-05-21,0.0,12.745000000000001,0.6280518518518519,597.62,727.74,2.53307562580241 -2009-05-22,0.0,16.505,0.6303303240740741,577.55,948.03,2.359873873610792 -2009-05-23,0.0,8.91,0.6319916666666667,591.84,571.46,2.1866721214191744 -2009-05-24,1.76,11.025,0.6322856481481481,448.27,796.02,2.045945697763485 -2009-05-25,0.0,7.13,0.6347809027777778,494.43,623.79,1.9376946026437238 -2009-05-26,0.0,5.175,0.6360001157407408,479.0,564.57,1.8077932885000105 -2009-05-27,0.32,8.15,0.6362856481481481,479.72,696.97,1.7103673028922255 -2009-05-28,1.26,9.469999999999999,0.6387810185185185,472.68,735.89,1.6237664267964167 -2009-05-29,16.7,10.24,0.6399917824074074,273.25,925.3,1.6670668648443212 -2009-05-30,9.24,11.555,0.6400512731481481,263.2,1024.72,1.7753179599640823 -2009-05-31,12.07,11.415,0.6418483796296296,401.82,805.09,1.7861430694760585 -2009-06-01,9.82,10.57,0.6435354166666667,382.03,791.53,1.9052192741077956 -2009-06-02,1.03,10.97,0.6439998842592592,468.59,861.21,1.9160443836197718 -2009-06-03,0.0,10.604999999999999,0.6442856481481481,489.49,817.75,1.8943941645958196 -2009-06-04,0.0,10.555,0.6458482638888889,520.43,786.71,1.8402686170359388 -2009-06-05,0.0,10.92,0.6471538194444444,593.39,635.32,1.7753179599640823 -2009-06-06,0.61,14.495,0.6479927083333333,549.03,881.34,1.6995421933802495 -2009-06-07,1.54,12.035,0.6480521990740741,512.02,775.39,1.6021162077724647 -2009-06-08,0.0,9.505,0.6487947916666666,511.52,701.86,1.5155153316766559 -2009-06-09,0.96,8.370000000000001,0.6498487268518519,505.73,604.92,1.4397395650928229 -2009-06-10,5.24,9.559999999999999,0.6507814814814814,239.69,910.31,1.4072642365568944 -2009-06-11,2.56,10.29,0.6515357638888889,208.55,1026.36,1.3531386889970138 -2009-06-12,6.39,12.015,0.6519921296296297,206.46,1125.16,1.3314884699730618 -2009-06-13,7.97,12.24,0.6520001157407407,362.36,886.54,1.3206633604610856 -2009-06-14,0.0,14.7,0.6520517361111111,509.17,947.84,1.2557127033892288 -2009-06-15,2.24,15.065,0.6522856481481482,418.33,1067.78,1.2124122653413245 -2009-06-16,0.0,15.08,0.6527943287037037,478.32,1019.96,1.1474616082694677 -2009-06-17,0.0,17.24,0.653352662037037,486.09,1120.65,1.1041611702215632 -2009-06-18,0.0,18.055,0.653848611111111,471.64,1205.05,1.052200644564078 -2009-06-19,1.48,17.155,0.653848611111111,358.57,1340.55,1.002405140808988 -2009-06-20,9.68,16.115000000000002,0.653848611111111,140.21,1551.59,1.0034876517601854 -2009-06-21,11.58,16.735,0.6543310185185185,167.26,1570.21,1.2232373748533005 -2009-06-22,0.0,16.495,0.6543310185185185,303.12,1429.51,1.179936936805396 -2009-06-23,0.0,17.04,0.653848611111111,340.14,1426.73,1.158286717781444 -2009-06-24,0.0,19.15,0.653848611111111,347.75,1620.8,1.1474616082694677 -2009-06-25,0.0,20.155,0.653352662037037,401.18,1615.73,1.158286717781444 -2009-06-26,12.3,20.63,0.653352662037037,275.76,1734.65,1.2557127033892288 -2009-06-27,9.76,19.255000000000003,0.6527943287037037,218.55,1740.85,1.266537812901205 -2009-06-28,2.51,19.125,0.6522856481481482,181.42,1877.52,1.2557127033892288 -2009-06-29,7.26,17.53,0.6520517361111111,165.7,1681.79,1.2881880319251573 -2009-06-30,4.65,18.195,0.6519921296296297,227.05,1631.65,1.3206633604610856 -2009-07-01,3.51,18.025,0.6518894675925926,247.41,1575.44,1.2990131414371333 -2009-07-02,3.69,18.924999999999997,0.6511538194444445,222.57,1735.87,1.2881880319251573 -2009-07-03,2.45,18.240000000000002,0.6503311342592593,203.85,1767.48,1.277362922413181 -2009-07-04,6.74,17.55,0.6493528935185184,151.12,1734.25,1.277362922413181 -2009-07-05,5.67,16.38,0.6482863425925927,208.5,1524.75,1.2340624843652768 -2009-07-06,1.45,14.815,0.6480008101851852,296.15,1361.51,1.2232373748533005 -2009-07-07,2.11,13.055,0.647890162037037,302.02,1224.04,1.2448875938772528 -2009-07-08,0.04,12.745000000000001,0.64678125,349.74,1162.55,1.2340624843652768 -2009-07-09,0.0,14.805,0.645352199074074,523.23,977.9,1.179936936805396 -2009-07-10,0.0,17.225,0.6440515046296297,528.4,1057.7,1.158286717781444 -2009-07-11,0.0,18.509999999999998,0.6438894675925926,496.86,1292.49,1.1258113892455155 -2009-07-12,2.27,17.87,0.6427809027777778,398.71,1399.28,1.0825109511976112 -2009-07-13,6.28,15.695,0.6407940972222222,330.55,1240.24,1.0348804693449163 -2009-07-14,2.37,13.685,0.6399997685185186,404.39,1088.79,1.0143127612721616 -2009-07-15,0.0,12.690000000000001,0.6395354166666667,486.95,926.58,0.9591047027610835 -2009-07-16,0.48,14.084999999999999,0.6378482638888888,459.22,1096.24,0.9201343085179694 -2009-07-17,4.46,16.585,0.6360001157407408,301.97,1403.27,0.9017316223476101 -2009-07-18,20.32,17.97,0.6355359953703703,236.59,1650.91,1.0511181336128805 -2009-07-19,7.36,17.23,0.6338483796296296,290.19,1471.75,1.0933360607095872 -2009-07-20,0.0,17.345,0.6319996527777777,464.33,1336.5,1.0457055788568925 -2009-07-21,0.0,18.67,0.6315355324074073,472.1,1398.86,1.013230250320964 -2009-07-22,11.07,18.23,0.6287943287037038,300.08,1528.83,1.048953111710485 -2009-07-23,7.28,16.21,0.628,286.08,1381.93,1.1366364987574917 -2009-07-24,2.83,16.485,0.6267813657407407,379.13,1351.11,1.1149862797335395 -2009-07-25,19.1,15.44,0.624052199074074,236.43,1403.02,1.5046902221646794 -2009-07-26,4.59,15.015,0.6238902777777778,255.28,1345.4,1.6237664267964167 -2009-07-27,6.83,17.66,0.6207944444444444,261.61,1577.25,1.7103673028922255 -2009-07-28,4.67,19.855,0.6199998842592592,319.81,1624.09,1.7861430694760585 -2009-07-29,10.2,21.34,0.6183303240740741,352.73,1704.04,1.7753179599640823 -2009-07-30,31.74,21.845,0.615999537037037,291.77,1895.18,3.182582196520977 -2009-07-31,5.05,19.39,0.6151532407407407,340.22,1605.44,3.409909496272475 -2009-08-01,2.72,18.345,0.6120002314814815,339.79,1495.36,3.409909496272475 -2009-08-02,0.93,19.28,0.6115356481481482,424.97,1438.84,3.3016584011527144 -2009-08-03,2.62,19.48,0.6080510416666667,381.63,1502.43,3.1717570870090004 -2009-08-04,0.0,18.435000000000002,0.6078891203703704,460.87,1325.95,2.9552548967694783 -2009-08-05,0.0,19.965,0.6042853009259259,405.07,1597.96,2.7495778160419326 -2009-08-06,0.0,17.365000000000002,0.6039916666666666,431.32,1303.79,2.543900735314386 -2009-08-07,0.22,16.08,0.6002854166666667,410.77,1233.58,2.359873873610792 -2009-08-08,0.0,13.43,0.5999998842592592,460.51,941.29,2.1866721214191744 -2009-08-09,2.41,15.005,0.5962851851851851,419.78,1065.22,2.035120588251509 -2009-08-10,9.86,16.925,0.5959997685185184,280.66,1379.57,2.024295478739533 -2009-08-11,3.17,17.625,0.5920523148148148,302.46,1392.36,1.9268694931317478 -2009-08-12,0.0,19.115000000000002,0.591992824074074,415.4,1459.06,1.8077932885000105 -2009-08-13,0.0,19.665,0.5880002314814815,447.1,1400.08,1.6995421933802495 -2009-08-14,0.0,21.175,0.5879922453703703,449.09,1491.86,1.5804659887485122 -2009-08-15,0.0,22.385,0.5840005787037037,417.81,1737.99,1.4830400031407271 -2009-08-16,0.67,21.939999999999998,0.5835359953703704,374.89,1779.78,1.3856140175329423 -2009-08-17,6.18,23.535,0.5800003472222222,310.92,1995.09,1.3098382509491096 -2009-08-18,4.03,24.555,0.5787818287037036,283.04,2140.06,1.2340624843652768 -2009-08-19,3.8,22.755000000000003,0.5760005787037037,285.74,1884.35,1.179936936805396 -2009-08-20,0.0,18.175,0.5738478009259259,419.07,1321.09,1.1041611702215632 -2009-08-21,15.69,19.855,0.5719994212962963,263.88,1632.3,1.060860732173659 -2009-08-22,21.06,21.740000000000002,0.5680513888888888,183.56,2085.82,1.158286717781444 -2009-08-23,4.81,20.17,0.5679997685185185,246.86,1756.87,1.0825109511976112 -2009-08-24,0.0,17.15,0.5639996527777777,380.95,1316.05,1.041375535052102 -2009-08-25,0.0,16.700000000000003,0.5639916666666667,419.59,1171.09,0.9937450531994071 -2009-08-26,0.0,17.71,0.56,388.25,1315.39,0.9363719727859338 -2009-08-27,0.0,12.63,0.558330324074074,403.3,917.24,0.8454410528853343 -2009-08-28,0.0,9.545,0.5560002314814815,417.75,720.05,0.7880679724718609 -2009-08-29,0.12,9.85,0.5520519675925926,364.8,807.14,0.7458500453751541 -2009-08-30,5.88,12.315,0.5520004629629629,220.86,1062.95,0.7241998263512018 -2009-08-31,4.91,12.795,0.5479999999999999,248.46,1038.32,0.7177047606440161 -2009-09-01,0.0,10.565000000000001,0.5479921296296296,412.97,761.18,0.6624967021329381 -2009-09-02,0.0,14.09,0.5439997685185185,428.07,897.37,0.6246088188410216 -2009-09-03,0.0,16.75,0.540794212962963,382.7,1203.06,0.5910509793538956 -2009-09-04,0.0,16.64,0.54,392.24,1155.2,0.5574931398667697 -2009-09-05,0.0,12.58,0.5359994212962963,405.7,844.0,0.520687767526051 -2009-09-06,0.0,9.59,0.5359994212962963,408.77,682.7,0.4925424827949131 -2009-09-07,0.0,12.09,0.5319998842592593,426.44,740.91,0.47089226377096083 -2009-09-08,0.0,13.684999999999999,0.5298482638888888,394.58,908.55,0.44274697903982296 -2009-09-09,0.0,11.135000000000002,0.5279998842592593,406.76,726.03,0.4167667162110803 -2009-09-10,0.0,10.06,0.5240002314814816,424.8,607.98,0.3994465409919185 -2009-09-11,0.0,12.445,0.5240002314814816,416.26,731.49,0.37887883291916397 -2009-09-12,0.0,14.57,0.520000462962963,404.12,863.23,0.3615586577000021 -2009-09-13,0.38,14.075000000000001,0.5183310185185186,350.52,969.93,0.3496510372368284 -2009-09-14,1.57,11.155,0.5159998842592592,262.85,944.72,0.33341337296886425 -2009-09-15,0.34,10.02,0.511999537037037,279.69,860.76,0.31717570870090006 -2009-09-16,0.0,7.24,0.511999537037037,344.81,620.7,0.3020205553841335 -2009-09-17,0.0,7.290000000000001,0.5079996527777778,386.47,550.17,0.2911954458721574 -2009-09-18,4.08,8.344999999999999,0.5067805555555556,275.53,645.63,0.28361786921377413 -2009-09-19,2.88,8.28,0.503999537037037,197.02,796.98,0.26521518304341474 -2009-09-20,0.0,8.83,0.4999997685185186,324.69,711.48,0.2608851392386243 -2009-09-21,0.0,12.52,0.4999997685185186,362.63,800.0,0.2522250516290434 -2009-09-22,0.0,14.010000000000002,0.4959997685185185,343.53,912.28,0.24681249687305531 -2009-09-23,8.32,15.23,0.49366840277777774,200.56,1187.47,0.25006002972664815 -2009-09-24,7.42,12.92,0.4919994212962963,201.69,1011.07,0.2911954458721574 -2009-09-25,4.87,6.8,0.48800034722222224,197.1,673.32,0.30310306633533113 -2009-09-26,0.0,5.1899999999999995,0.48800034722222224,353.48,468.48,0.3074331101401216 -2009-09-27,3.56,8.09,0.4840002314814815,240.45,649.93,0.30635059918892393 -2009-09-28,8.12,12.615,0.48167002314814816,154.45,1096.51,0.3344958839200618 -2009-09-29,9.85,13.715,0.4800005787037037,134.45,1229.08,0.3972815190895233 -2009-09-30,9.93,12.035,0.4760001157407408,143.29,1076.16,0.44382948999102056 -2009-10-01,3.36,8.059999999999999,0.4760001157407408,120.93,866.08,0.4340868914302421 -2009-10-02,0.36,6.18,0.4719996527777777,147.12,777.06,0.4340868914302421 -2009-10-03,5.45,5.720000000000001,0.4701513888888889,117.7,740.76,0.428674336674254 -2009-10-04,24.41,8.455,0.46799976851851854,84.13,948.93,0.5802258698419196 -2009-10-05,7.09,9.615,0.463999537037037,97.96,1007.6,0.7415200015703636 -2009-10-06,1.1,9.08,0.463999537037037,196.68,885.15,0.7317774030095852 -2009-10-07,8.59,6.865,0.46,152.63,751.43,0.7750778410574897 -2009-10-08,11.56,6.445,0.45920532407407405,110.91,800.97,0.9244643523227599 -2009-10-09,6.15,5.57,0.45599953703703705,138.56,714.65,0.9666822794194668 -2009-10-10,9.07,4.855,0.45200810185185186,150.86,665.99,1.0706033307344374 -2009-10-11,1.0,3.47,0.452,254.99,559.56,1.1258113892455155 -2009-10-12,0.0,3.58,0.4480001157407407,253.71,560.0,1.1366364987574917 -2009-10-13,0.0,2.295,0.4480001157407407,213.81,551.3,1.1474616082694677 -2009-10-14,0.13,0.06000000000000005,0.4440001157407408,201.27,471.83,1.1366364987574917 -2009-10-15,0.0,-0.7099999999999997,0.44166932870370373,246.39,411.63,1.1149862797335395 -2009-10-16,0.0,-1.2200000000000002,0.4400003472222222,300.74,328.77,1.0933360607095872 -2009-10-17,0.0,-0.45999999999999996,0.43611064814814815,301.71,341.29,1.0597782212224613 -2009-10-18,0.0,-0.7450000000000001,0.43600011574074077,286.45,360.0,1.0305504255401257 -2009-10-19,0.0,0.9750000000000001,0.43200000000000005,269.77,426.04,0.9969925860529997 -2009-10-20,0.25,2.9650000000000003,0.43194837962962956,261.54,497.59,0.9785898998826404 -2009-10-21,0.0,2.86,0.428,239.94,528.49,0.9417845275419217 -2009-10-22,7.61,1.055,0.4261517361111111,162.79,517.23,0.9298769070787479 -2009-10-23,14.05,-1.565,0.42400011574074076,133.25,433.71,0.9342069508835384 -2009-10-24,10.44,-0.45999999999999996,0.42121863425925926,162.21,440.0,0.9536921480050955 -2009-10-25,16.29,2.8449999999999998,0.41999976851851856,135.28,596.83,1.1366364987574917 -2009-10-26,0.0,2.64,0.4164640046296296,224.62,541.68,1.2448875938772528 -2009-10-27,0.0,-0.22499999999999987,0.4159996527777778,192.27,463.57,1.3098382509491096 -2009-10-28,0.0,0.5599999999999999,0.4121109953703704,139.65,539.48,1.3747889080209663 -2009-10-29,0.0,0.96,0.41200046296296294,213.86,482.45,1.4289144555808466 -2009-10-30,0.32,2.45,0.4080084490740741,233.97,515.88,1.4722148936287511 -2009-10-31,2.81,7.185,0.40794895833333333,190.63,681.49,1.5263404411886317 -2009-11-01,2.07,7.71,0.40399999999999997,192.55,733.94,1.5263404411886317 -2009-11-02,0.0,1.9400000000000002,0.4037145833333334,231.31,459.59,1.5046902221646794 -2009-11-03,0.0,1.775,0.40000023148148145,204.97,494.88,1.4830400031407271 -2009-11-04,0.0,0.9900000000000002,0.39971435185185183,173.32,500.14,1.4289144555808466 -2009-11-05,0.0,-0.8850000000000001,0.3960082175925926,138.64,461.67,1.3856140175329423 -2009-11-06,0.0,-1.545,0.39571446759259266,134.5,441.35,1.3314884699730618 -2009-11-07,0.0,-2.295,0.3921108796296296,179.86,380.09,1.3098382509491096 -2009-11-08,0.0,3.36,0.3919487268518519,201.39,534.92,1.277362922413181 -2009-11-09,0.0,6.17,0.3884644675925926,211.44,610.26,1.2340624843652768 -2009-11-10,0.0,6.824999999999999,0.38799999999999996,177.56,719.91,1.1907620463173723 -2009-11-11,0.0,2.3449999999999998,0.3848466435185185,206.36,458.66,1.158286717781444 -2009-11-12,0.0,0.8050000000000002,0.3840003472222222,222.18,360.0,1.1258113892455155 -2009-11-13,0.0,1.4299999999999997,0.38166932870370374,220.72,359.9,1.0825109511976112 -2009-11-14,10.92,2.01,0.3799997685185186,188.64,366.38,1.0543656664664733 -2009-11-15,22.66,5.175,0.37920590277777777,154.18,571.19,1.16911182729342 -2009-11-16,0.0,6.944999999999999,0.37611087962962964,140.8,782.43,1.179936936805396 -2009-11-17,0.0,1.3900000000000001,0.3759486111111111,144.4,524.22,1.1907620463173723 -2009-11-18,0.0,0.9499999999999997,0.37321898148148147,214.78,390.17,1.2124122653413245 -2009-11-19,0.0,3.1900000000000004,0.3719998842592593,216.83,435.48,1.2124122653413245 -2009-11-20,7.9,2.84,0.37120578703703705,183.86,431.19,1.2232373748533005 -2009-11-21,9.51,2.675,0.3684645833333333,120.37,528.37,1.2990131414371333 -2009-11-22,0.0,1.2850000000000001,0.3680003472222222,152.97,480.62,1.2990131414371333 -2009-11-23,0.0,-1.02,0.36615196759259255,184.58,359.67,1.2990131414371333 -2009-11-24,0.0,-0.7999999999999998,0.3644642361111111,160.86,394.17,1.2990131414371333 -2009-11-25,0.0,-0.19500000000000006,0.36400011574074076,117.66,463.59,1.277362922413181 -2009-11-26,3.66,2.2,0.3621513888888889,67.29,593.57,1.2881880319251573 -2009-11-27,10.2,3.89,0.3604638888888889,66.74,657.51,1.3098382509491096 -2009-11-28,20.29,1.5,0.3599998842592593,43.77,599.67,1.764492850452106 -2009-11-29,2.43,-0.385,0.35920578703703704,64.79,501.73,1.8835690550838433 -2009-11-30,4.8,-1.68,0.3572189814814815,60.25,449.85,2.013470369227557 -2009-12-01,2.16,-4.91,0.35611041666666665,109.87,319.93,2.1000712453233654 -2009-12-02,0.0,-3.145,0.3559483796296296,113.99,360.0,2.121721464347318 -2009-12-03,13.1,-0.6549999999999998,0.3546476851851852,79.66,454.45,2.435649640194625 -2009-12-04,24.53,1.0550000000000002,0.35321898148148145,61.59,559.01,3.0418557728652873 -2009-12-05,0.0,-0.955,0.35211030092592593,88.09,474.8,3.2475328535928334 -2009-12-06,0.0,-3.205,0.35199988425925927,82.99,408.33,3.3557839487125944 -2009-12-07,0.0,-6.04,0.35171423611111113,135.95,279.53,3.3449588392006184 -2009-12-08,0.0,-8.16,0.3506474537037037,134.41,239.64,3.2367077440808574 -2009-12-09,4.51,-10.155000000000001,0.34966921296296294,145.39,191.44,3.074331101401216 -2009-12-10,11.65,-7.275,0.3488465277777778,102.45,260.67,3.0310306633533117 -2009-12-11,0.06,-7.775,0.3481105324074074,134.63,255.91,2.8361786921377408 -2009-12-12,0.0,-12.705,0.3480079861111111,107.01,187.03,2.6629769399461236 -2009-12-13,1.1,-12.5,0.34794849537037037,166.01,145.95,2.522250516290434 -2009-12-14,0.0,-5.9399999999999995,0.34771435185185184,152.29,282.62,2.4031743116586965 -2009-12-15,4.36,-3.975,0.3472057870370371,60.36,398.59,2.3057483260509115 -2009-12-16,3.11,-9.11,0.3466476851851852,132.32,193.15,2.2083223404431265 -2009-12-17,0.0,-16.785,0.3466476851851852,157.92,116.16,2.0567708072754614 -2009-12-18,0.0,-15.84,0.3461518518518519,103.41,143.22,1.9485197121557 -2009-12-19,0.0,-13.735,0.3461518518518519,153.51,155.18,1.8402686170359388 -2009-12-20,0.0,-13.35,0.3456693287037037,179.1,137.26,1.7320175219161775 -2009-12-21,1.85,-9.64,0.3456693287037037,103.16,242.33,1.656241755332345 -2009-12-22,5.49,-8.015,0.3461518518518519,43.12,302.75,1.6021162077724647 -2009-12-23,18.11,-6.805,0.3461518518518519,98.99,290.93,1.6129413172844407 -2009-12-24,11.02,-3.9099999999999997,0.3461518518518519,123.84,342.19,1.6237664267964167 -2009-12-25,0.0,-4.26,0.3466476851851852,87.53,388.29,1.5696408792365362 -2009-12-26,0.0,-5.445,0.3472057870370371,100.76,343.01,1.5046902221646794 -2009-12-27,8.29,-3.33,0.34771435185185184,88.97,398.57,1.4830400031407271 -2009-12-28,8.53,-1.08,0.34794849537037037,84.94,470.39,1.5046902221646794 -2009-12-29,4.32,-5.98,0.34800000000000003,135.07,267.53,1.4505646746047989 -2009-12-30,0.0,-15.405,0.3480079861111111,189.77,120.0,1.4180893460688704 -2009-12-31,0.0,-16.795,0.3484641203703704,197.01,96.46,1.36396379850899 -2010-01-01,1.14,-11.2,0.34921886574074074,153.76,182.12,1.3423135794850378 -2010-01-02,7.1,-6.155,0.35015162037037034,93.5,289.05,1.3314884699730618 -2010-01-03,8.92,-2.35,0.35120578703703703,105.43,389.14,1.3098382509491096 -2010-01-04,2.61,-0.21999999999999997,0.3519482638888889,62.59,529.49,1.277362922413181 -2010-01-05,0.53,-1.075,0.35200787037037035,63.21,509.85,1.2448875938772528 -2010-01-06,0.0,-2.335,0.35284641203703704,64.76,461.11,1.2124122653413245 -2010-01-07,0.15,-3.9050000000000002,0.3541518518518519,78.46,403.34,1.1907620463173723 -2010-01-08,0.0,-6.46,0.35571446759259256,97.98,312.45,1.158286717781444 -2010-01-09,0.38,-10.24,0.35600000000000004,140.42,212.39,1.1366364987574917 -2010-01-10,0.0,-16.205,0.3564643518518519,200.12,106.4,1.1149862797335395 -2010-01-11,0.0,-12.53,0.35815185185185183,166.7,160.0,1.0933360607095872 -2010-01-12,0.0,-12.48,0.3599482638888889,161.03,162.99,1.071685841685635 -2010-01-13,0.0,-16.035,0.36000787037037035,187.85,119.39,1.0446230679056947 -2010-01-14,0.0,-15.510000000000002,0.36121863425925926,225.17,89.49,1.0208078269793472 -2010-01-15,0.0,-7.970000000000001,0.3637142361111111,206.04,208.31,0.9937450531994071 -2010-01-16,0.97,-4.53,0.36400011574074076,194.61,291.16,0.9591047027610835 -2010-01-17,0.0,-12.645,0.36521898148148146,238.07,113.64,0.9222993304203646 -2010-01-18,0.0,-10.095,0.36771435185185186,176.89,204.71,0.8789988923724602 -2010-01-19,1.89,-5.975,0.3680083333333333,99.23,320.04,0.8292033886173701 -2010-01-20,0.0,-5.32,0.3696696759259259,102.02,359.57,0.7772428629598849 -2010-01-21,0.0,-5.199999999999999,0.3719483796296296,124.08,338.36,0.7469325563263517 -2010-01-22,0.0,-8.085,0.37211041666666667,204.44,227.86,0.7274473592047948 -2010-01-23,0.0,-13.684999999999999,0.3746479166666667,248.26,117.59,0.7144572277904233 -2010-01-24,0.0,-12.215,0.3760002314814815,258.54,120.0,0.7025496073272497 -2010-01-25,7.59,-6.765000000000001,0.3772188657407407,197.27,168.79,0.6938895197176687 -2010-01-26,10.75,2.175,0.3799997685185186,128.2,559.97,0.6906419868640759 -2010-01-27,1.57,-1.9349999999999998,0.3804640046296296,166.54,413.05,0.6993020744736568 -2010-01-28,2.56,-5.755,0.383714699074074,192.73,273.97,0.7274473592047948 -2010-01-29,4.83,-9.21,0.38400833333333334,162.47,213.59,0.7967280600814419 -2010-01-30,0.89,-15.25,0.3866476851851852,240.06,118.43,0.9168867756643766 -2010-01-31,0.0,-19.07,0.38799999999999996,267.76,80.0,1.0392105131497067 -2010-02-01,0.0,-18.16,0.3901519675925926,251.7,80.1,1.1258113892455155 -2010-02-02,0.0,-20.91,0.39200034722222227,265.37,80.0,1.1258113892455155 -2010-02-03,0.0,-20.105,0.3936696759259259,290.38,54.77,1.071685841685635 -2010-02-04,0.0,-16.485,0.39600023148148145,273.68,89.38,1.0240553598329403 -2010-02-05,0.0,-16.18,0.3972188657407407,224.16,120.0,0.9840024546386285 -2010-02-06,0.0,-15.240000000000002,0.40000023148148145,233.39,128.01,0.9482795932491073 -2010-02-07,2.69,-11.120000000000001,0.4012189814814815,143.33,201.69,0.9168867756643766 -2010-02-08,2.13,-6.395,0.40399999999999997,117.3,317.84,0.8887414909332388 -2010-02-09,0.0,-4.385,0.40521898148148144,186.03,339.37,0.8616787171532985 -2010-02-10,0.0,-7.455,0.4080003472222223,307.23,189.18,0.8346159433733582 -2010-02-11,0.0,-6.95,0.40966990740740744,279.25,223.44,0.8108007024470107 -2010-02-12,0.0,-3.905,0.41200046296296294,148.85,373.54,0.7880679724718609 -2010-02-13,0.0,-4.32,0.41464768518518513,172.78,351.04,0.7696652863015014 -2010-02-14,0.0,-3.75,0.4159996527777778,144.26,387.55,0.7501800891799445 -2010-02-15,1.52,-4.6850000000000005,0.419205324074074,110.74,378.64,0.7328599139607828 -2010-02-16,0.68,-3.85,0.41999976851851856,168.0,378.89,0.7198697825464114 -2010-02-17,1.06,-2.17,0.42400011574074076,172.61,431.28,0.7090446730344352 -2010-02-18,3.28,-0.19499999999999984,0.42400011574074076,96.27,531.48,0.7003845854248544 -2010-02-19,0.68,-0.06499999999999995,0.428,156.85,517.91,0.6971370525712616 -2010-02-20,1.08,-0.06999999999999984,0.42846388888888887,157.29,517.34,0.6960545416200639 -2010-02-21,2.34,-0.3599999999999999,0.43200000000000005,164.15,495.14,0.7014670963760521 -2010-02-22,2.23,0.565,0.4336695601851852,162.08,537.13,0.7371899577655732 -2010-02-23,0.95,1.17,0.43600011574074077,176.31,561.26,0.7664177534479087 -2010-02-24,0.27,0.4850000000000001,0.4399488425925926,178.66,546.7,0.7566751548871301 -2010-02-25,0.0,-0.3799999999999999,0.4400003472222222,191.86,504.41,0.7382724687167708 -2010-02-26,8.35,-0.9199999999999999,0.4440001157407408,112.01,504.93,0.7306948920583874 -2010-02-27,11.7,-0.20999999999999996,0.4440081018518519,108.83,541.12,0.7523451110823397 -2010-02-28,4.06,0.17500000000000004,0.4480001157407407,137.09,544.73,0.7436850234727588 -2010-03-01,1.25,0.42000000000000004,0.4501516203703704,201.83,540.89,0.7382724687167708 -2010-03-02,0.0,-0.8850000000000002,0.452,320.05,435.75,0.7328599139607828 -2010-03-03,0.0,-2.695,0.45599953703703705,405.03,304.01,0.7274473592047948 -2010-03-04,0.0,-2.385,0.45599953703703705,392.05,339.07,0.7220348044488065 -2010-03-05,0.0,-4.289999999999999,0.46,419.79,268.83,0.7177047606440161 -2010-03-06,0.0,-2.5200000000000005,0.4604638888888889,424.15,300.12,0.7144572277904233 -2010-03-07,0.0,-0.44499999999999984,0.463999537037037,433.4,328.95,0.7112096949368305 -2010-03-08,0.0,0.7350000000000003,0.46799976851851854,385.36,448.14,0.7057971401808425 -2010-03-09,0.0,-2.6000000000000005,0.46799976851851854,411.46,326.03,0.7003845854248544 -2010-03-10,0.0,-5.72,0.4719996527777777,438.15,238.11,0.6982195635224592 -2010-03-11,0.0,-5.01,0.4719996527777777,456.46,212.78,0.6938895197176687 -2010-03-12,0.0,-3.1100000000000003,0.4760001157407408,463.38,240.0,0.6895594759128783 -2010-03-13,0.0,-2.135,0.4800005787037037,466.46,256.56,0.6852294321080878 -2010-03-14,0.0,-0.5800000000000001,0.4800005787037037,468.15,287.83,0.6873944540104832 -2010-03-15,0.0,1.5249999999999995,0.4840002314814815,464.74,346.9,0.6971370525712616 -2010-03-16,0.0,2.0850000000000004,0.4840002314814815,472.43,336.32,0.7155397387416209 -2010-03-17,0.0,2.2900000000000005,0.48800034722222224,472.55,340.64,0.7447675344239565 -2010-03-18,0.0,2.2600000000000002,0.4919994212962963,435.52,420.56,0.7837379286670705 -2010-03-19,0.0,-0.48999999999999977,0.4919994212962963,421.74,360.0,0.8302858995685677 -2010-03-20,0.0,0.5100000000000002,0.4959997685185185,415.22,399.43,0.8660087609580888 -2010-03-21,0.0,-2.0100000000000002,0.4959997685185185,445.72,302.46,0.9201343085179694 -2010-03-22,0.0,0.7949999999999999,0.4999997685185186,420.99,396.7,0.9731773451266524 -2010-03-23,9.49,1.6950000000000003,0.503999537037037,250.32,530.1,1.0478706007592875 -2010-03-24,17.22,-0.8899999999999999,0.503999537037037,96.91,515.12,1.179936936805396 -2010-03-25,2.49,-0.7050000000000001,0.5079996527777778,318.2,395.91,1.2557127033892288 -2010-03-26,0.0,-6.53,0.5079996527777778,484.54,194.05,1.2881880319251573 -2010-03-27,0.0,-12.755,0.511999537037037,469.99,120.45,1.2990131414371333 -2010-03-28,0.0,-7.715,0.5159998842592592,471.47,195.16,1.3747889080209663 -2010-03-29,20.28,-1.04,0.5159998842592592,273.75,385.42,1.5046902221646794 -2010-03-30,19.24,3.005,0.520000462962963,185.37,599.67,2.013470369227557 -2010-03-31,6.37,3.495,0.520000462962963,159.09,640.05,2.543900735314386 -2010-04-01,2.76,4.7,0.5240002314814816,267.93,640.0,3.215057525056905 -2010-04-02,0.0,6.965,0.5279998842592593,484.74,534.63,3.994465409919185 -2010-04-03,0.0,11.615,0.5279998842592593,517.01,572.26,5.076976361116796 -2010-04-04,0.0,12.395,0.5319998842592593,504.87,632.71,6.646617240353332 -2010-04-05,0.76,8.545,0.5319998842592593,494.8,531.63,8.205433010077892 -2010-04-06,2.13,8.7,0.5359994212962963,413.19,666.32,9.15804264713179 -2010-04-07,2.05,6.744999999999999,0.5395353009259259,340.19,687.92,9.601872137122811 -2010-04-08,2.18,4.245,0.54,374.03,539.57,9.504446151515026 -2010-04-09,11.12,4.815,0.5439997685185185,228.91,656.38,9.287943961275504 -2010-04-10,22.44,3.15,0.5439997685185185,191.05,599.7,10.07817695564976 -2010-04-11,0.0,3.435,0.5479999999999999,270.68,600.55,10.013226298577903 -2010-04-12,0.0,3.53,0.5498481481481481,373.75,557.18,9.580221918098859 -2010-04-13,0.0,2.41,0.5520004629629629,478.63,439.54,9.028141332988076 -2010-04-14,0.0,3.1599999999999997,0.5559922453703704,462.84,465.26,8.443585419341368 -2010-04-15,0.0,3.2249999999999996,0.5560002314814815,402.65,520.04,7.869854615206632 -2010-04-16,0.0,1.7349999999999999,0.56,471.8,439.96,7.328599139607827 -2010-04-17,0.0,2.035,0.5600517361111111,444.57,452.77,6.798168773520998 -2010-04-18,3.32,3.04,0.5639996527777777,247.55,566.39,6.354339283529978 -2010-04-19,3.97,4.365,0.5663305555555556,254.19,625.52,5.964635341098838 -2010-04-20,0.0,7.12,0.5679997685185185,433.79,677.59,5.59658161769165 -2010-04-21,0.0,6.37,0.5715351851851852,533.8,508.47,5.239353003796438 -2010-04-22,2.17,7.71,0.5719994212962963,458.16,582.2,4.914599718437154 -2010-04-23,5.04,7.625,0.5760005787037037,346.31,657.89,4.730572856733561 -2010-04-24,4.35,7.74,0.5760005787037037,352.5,672.5,4.42746979039823 -2010-04-25,5.46,8.959999999999999,0.5800003472222222,360.96,730.18,4.156842052598827 -2010-04-26,0.0,5.9799999999999995,0.5807946759259259,498.81,559.36,3.907864533823376 -2010-04-27,4.8,4.455,0.5840005787037037,316.62,572.05,3.70218745309583 -2010-04-28,5.07,4.71,0.5853530092592593,273.04,618.71,3.572286138952117 -2010-04-29,1.95,4.125,0.5880002314814815,416.41,562.61,3.3666090582245705 -2010-04-30,2.28,5.95,0.5903311342592593,312.88,705.61,3.182582196520977 -2010-05-01,0.0,8.559999999999999,0.5920008101851852,463.91,706.13,3.009380444329359 -2010-05-02,1.64,15.24,0.5943310185185184,444.49,1016.08,2.8578289111616932 -2010-05-03,7.12,17.28,0.5959997685185184,298.2,1382.46,2.7820531445778607 -2010-05-04,7.72,14.445,0.5987809027777777,344.56,1061.93,2.7928782540898367 -2010-05-05,0.4,12.54,0.5999998842592592,434.7,967.03,2.717102487506004 -2010-05-06,9.48,11.675,0.6027810185185185,254.21,1040.0,2.717102487506004 -2010-05-07,6.8,7.965,0.6039996527777778,341.22,768.81,2.8145284731137887 -2010-05-08,5.06,5.2250000000000005,0.6063304398148148,383.55,580.53,2.7604029255539086 -2010-05-09,7.3,4.88,0.6079995370370371,249.59,652.1,2.8361786921377408 -2010-05-10,1.86,2.43,0.6098476851851852,205.77,596.36,2.7928782540898367 -2010-05-11,0.0,2.2350000000000003,0.6120002314814815,396.04,502.11,2.717102487506004 -2010-05-12,0.0,4.845,0.6133524305555556,411.57,597.24,2.619676501898219 -2010-05-13,0.0,4.744999999999999,0.6159914351851852,500.04,499.74,2.4897751877545056 -2010-05-14,0.0,7.755,0.6162851851851852,509.58,601.37,2.3923492021467205 -2010-05-15,0.0,8.74,0.6195356481481481,444.99,735.75,2.2732729975149835 -2010-05-16,0.0,7.529999999999999,0.6199998842592592,496.23,609.3,2.132546573859294 -2010-05-17,0.0,10.600000000000001,0.6227818287037037,490.07,755.38,2.013470369227557 -2010-05-18,0.0,12.370000000000001,0.6240006944444445,535.08,681.26,1.9160443836197718 -2010-05-19,0.0,14.81,0.6253526620370371,486.89,956.76,1.8186183980119868 -2010-05-20,4.19,13.67,0.6278895833333333,404.9,953.09,1.6778919743562972 -2010-05-21,0.0,10.569999999999999,0.6280518518518519,516.98,651.81,1.5696408792365362 -2010-05-22,0.0,12.35,0.6303303240740741,525.39,702.42,1.4938651126527034 -2010-05-23,0.0,17.53,0.6319916666666667,511.66,986.55,1.4180893460688704 -2010-05-24,0.0,20.645,0.6322856481481481,462.2,1401.38,1.3423135794850378 -2010-05-25,0.52,20.795,0.6347809027777778,426.98,1514.09,1.277362922413181 -2010-05-26,4.88,18.795,0.6360001157407408,322.02,1437.46,1.2232373748533005 -2010-05-27,0.0,12.4,0.6362856481481481,467.36,852.93,1.16911182729342 -2010-05-28,0.0,11.709999999999999,0.6387810185185185,459.8,825.27,1.1149862797335395 -2010-05-29,0.0,13.879999999999999,0.6399917824074074,470.35,899.55,1.066273286929647 -2010-05-30,0.0,14.235000000000001,0.6400512731481481,407.53,1063.25,0.9829199436874309 -2010-05-31,0.79,11.785,0.6418483796296296,440.26,836.98,0.9222993304203646 -2010-06-01,7.56,12.94,0.6435354166666667,202.61,1171.32,0.9277118851763528 -2010-06-02,8.86,13.5,0.6439998842592592,197.99,1226.63,0.9450320603955146 -2010-06-03,14.78,14.895,0.6442856481481481,229.55,1284.52,0.9775073889314428 -2010-06-04,6.12,14.52,0.6458482638888889,189.96,1324.77,0.9829199436874309 -2010-06-05,5.47,15.580000000000002,0.6471538194444444,219.21,1359.03,0.9666822794194668 -2010-06-06,11.37,11.41,0.6479927083333333,176.15,1106.32,1.0348804693449163 -2010-06-07,6.44,11.265,0.6480521990740741,197.16,1066.68,1.1366364987574917 -2010-06-08,1.0,10.23,0.6487947916666666,373.85,878.1,1.16911182729342 -2010-06-09,0.64,9.725,0.6498487268518519,456.9,729.17,1.179936936805396 -2010-06-10,0.0,12.055,0.6507814814814814,482.55,801.43,1.179936936805396 -2010-06-11,0.0,14.005,0.6515357638888889,500.31,864.1,1.158286717781444 -2010-06-12,0.0,16.31,0.6519921296296297,420.68,1202.15,1.1258113892455155 -2010-06-13,0.0,15.475000000000001,0.6520001157407407,452.51,1073.45,1.0825109511976112 -2010-06-14,0.0,15.26,0.6520517361111111,429.48,1105.45,1.0348804693449163 -2010-06-15,0.0,11.49,0.6522856481481482,492.5,752.55,0.9547746589562931 -2010-06-16,0.0,12.975,0.6527943287037037,496.2,810.02,0.9125567318595862 -2010-06-17,0.88,17.09,0.653352662037037,453.83,1142.63,0.8725038266652746 -2010-06-18,0.0,19.035,0.653848611111111,451.18,1335.82,0.8194607900565917 -2010-06-19,0.0,21.595,0.653848611111111,437.27,1590.85,0.7902329943742561 -2010-06-20,13.7,22.049999999999997,0.653848611111111,308.79,1849.32,0.7523451110823397 -2010-06-21,9.59,18.54,0.6543310185185185,317.32,1392.35,0.7382724687167708 -2010-06-22,0.0,17.01,0.6543310185185185,503.71,1047.89,0.7057971401808425 -2010-06-23,1.65,17.965,0.653848611111111,358.68,1408.25,0.6787343664009022 -2010-06-24,13.92,16.875,0.653848611111111,162.31,1599.77,0.7393549796679684 -2010-06-25,10.24,14.504999999999999,0.653352662037037,354.65,1146.29,0.7837379286670705 -2010-06-26,1.02,14.155000000000001,0.653352662037037,441.94,1039.47,0.7458500453751541 -2010-06-27,0.8,13.515,0.6527943287037037,499.03,874.91,0.726364848253597 -2010-06-28,2.92,14.149999999999999,0.6522856481481482,295.35,1200.83,0.7122922058880281 -2010-06-29,13.23,13.68,0.6520517361111111,165.95,1314.74,0.7469325563263517 -2010-06-30,11.27,13.575000000000001,0.6519921296296297,333.84,1003.68,1.1366364987574917 -2010-07-01,3.15,11.43,0.6518894675925926,350.21,867.19,1.2448875938772528 -2010-07-02,2.77,12.65,0.6511538194444445,361.38,934.18,1.2881880319251573 -2010-07-03,0.0,17.045,0.6503311342592593,442.57,1246.52,1.3098382509491096 -2010-07-04,0.85,21.375,0.6493528935185184,355.02,1800.96,1.2881880319251573 -2010-07-05,4.52,22.08,0.6482863425925927,261.08,1968.18,1.266537812901205 -2010-07-06,0.0,23.674999999999997,0.6480008101851852,345.37,2100.87,1.2015871558293483 -2010-07-07,0.0,23.53,0.647890162037037,441.44,1763.57,1.158286717781444 -2010-07-08,0.03,25.740000000000002,0.64678125,373.23,2251.27,1.1258113892455155 -2010-07-09,11.28,25.085,0.645352199074074,247.21,2300.98,1.2232373748533005 -2010-07-10,18.07,22.46,0.6440515046296297,226.32,2057.63,1.4938651126527034 -2010-07-11,4.85,21.425,0.6438894675925926,272.71,1796.17,1.6887170838682732 -2010-07-12,0.02,22.939999999999998,0.6427809027777778,386.84,1897.37,1.7211924124042017 -2010-07-13,10.78,23.035,0.6407940972222222,320.61,2000.2,1.6454166458203692 -2010-07-14,13.49,22.155,0.6399997685185186,273.81,1887.34,1.5696408792365362 -2010-07-15,0.0,20.845,0.6395354166666667,465.37,1455.14,1.5155153316766559 -2010-07-16,0.15,21.445,0.6378482638888888,358.74,1819.54,1.461389784116775 -2010-07-17,2.09,22.435000000000002,0.6360001157407408,339.99,1983.36,1.3856140175329423 -2010-07-18,2.21,21.165,0.6355359953703703,364.23,1761.56,1.2990131414371333 -2010-07-19,5.49,18.165,0.6338483796296296,277.76,1484.56,1.2232373748533005 -2010-07-20,3.49,18.275,0.6319996527777777,316.14,1514.61,1.1907620463173723 -2010-07-21,0.0,18.295,0.6315355324074073,455.78,1327.32,1.1258113892455155 -2010-07-22,13.39,19.395,0.6287943287037038,295.08,1583.13,1.1366364987574917 -2010-07-23,0.0,17.77,0.628,449.58,1309.66,1.077098396441623 -2010-07-24,0.0,18.89,0.6267813657407407,430.63,1422.23,1.0305504255401257 -2010-07-25,8.66,19.3,0.624052199074074,272.71,1617.25,0.9991576079553951 -2010-07-26,1.91,16.235,0.6238902777777778,355.52,1326.28,0.9428670384931193 -2010-07-27,0.0,16.77,0.6207944444444444,351.12,1410.04,0.882246425226053 -2010-07-28,0.26,19.83,0.6199998842592592,437.65,1459.69,0.8681737828604842 -2010-07-29,1.35,20.085,0.6183303240740741,377.15,1633.41,0.8237908338613822 -2010-07-30,0.0,16.060000000000002,0.615999537037037,416.49,1236.28,0.768582775350304 -2010-07-31,0.0,14.905000000000001,0.6151532407407407,427.76,1126.64,0.7328599139607828 -2010-08-01,0.0,15.41,0.6120002314814815,484.84,1001.18,0.6960545416200639 -2010-08-02,0.0,17.384999999999998,0.6115356481481482,482.65,1134.96,0.6614141911817405 -2010-08-03,6.94,18.96,0.6080510416666667,309.01,1441.82,0.6419289940601834 -2010-08-04,3.65,21.33,0.6078891203703704,253.17,1886.52,0.6256913297922193 -2010-08-05,0.0,23.244999999999997,0.6042853009259259,340.35,2082.22,0.5986285560122789 -2010-08-06,0.0,19.49,0.6039916666666666,422.2,1465.91,0.5629056946227577 -2010-08-07,0.0,12.205,0.6002854166666667,468.6,834.08,0.526100322282039 -2010-08-08,0.0,13.645,0.5999998842592592,451.37,945.12,0.5001200594532963 -2010-08-09,5.82,18.47,0.5962851851851851,298.88,1448.43,0.4730572856733561 -2010-08-10,0.0,19.29,0.5959997685185184,409.11,1443.17,0.4449120009422182 -2010-08-11,0.05,17.19,0.5920523148148148,431.88,1227.98,0.4167667162110803 -2010-08-12,0.0,14.605,0.591992824074074,466.94,929.63,0.3972815190895233 -2010-08-13,0.0,15.86,0.5880002314814815,473.83,965.88,0.37996134387036146 -2010-08-14,0.0,17.46,0.5879922453703703,475.49,1053.13,0.3658887015047926 -2010-08-15,0.0,19.52,0.5840005787037037,428.36,1359.85,0.35289857009042125 -2010-08-16,0.22,19.490000000000002,0.5835359953703704,297.12,1680.19,0.3409909496272475 -2010-08-17,1.13,18.295,0.5800003472222222,303.26,1549.54,0.3225882634568881 -2010-08-18,0.01,17.625,0.5787818287037036,398.02,1289.25,0.30310306633533113 -2010-08-19,0.0,17.455,0.5760005787037037,418.93,1213.93,0.2911954458721574 -2010-08-20,0.94,17.015,0.5738478009259259,393.24,1243.13,0.27495778160419326 -2010-08-21,0.0,13.74,0.5719994212962963,398.51,981.99,0.2608851392386243 -2010-08-22,0.0,14.68,0.5680513888888888,419.48,990.68,0.25006002972664815 -2010-08-23,0.0,16.465,0.5679997685185185,375.88,1224.89,0.24139994211706728 -2010-08-24,0.0,16.075,0.5639996527777777,406.26,1113.02,0.23057483260509115 -2010-08-25,9.05,15.594999999999999,0.5639916666666667,335.84,1028.9,0.22516227784910312 -2010-08-26,5.14,16.04,0.56,223.82,1316.96,0.22732729975149835 -2010-08-27,1.63,15.684999999999999,0.558330324074074,242.57,1363.48,0.21974972309311505 -2010-08-28,0.0,16.02,0.5560002314814815,353.13,1215.13,0.21217214643473176 -2010-08-29,0.0,19.735,0.5520519675925926,394.63,1371.58,0.20567708072754615 -2010-08-30,0.0,22.674999999999997,0.5520004629629629,403.36,1556.43,0.19918201502036048 -2010-08-31,0.0,23.67,0.5479999999999999,366.93,1790.65,0.19376946026437242 -2010-09-01,0.0,25.625,0.5479921296296296,338.1,2128.16,0.18943941645958198 -2010-09-02,0.0,24.325000000000003,0.5439997685185185,288.08,2159.01,0.18619188360598912 -2010-09-03,3.29,22.33,0.540794212962963,258.56,1883.4,0.18077932885000106 -2010-09-04,35.17,20.205,0.54,208.24,1711.48,0.30093804443293587 -2010-09-05,25.63,13.98,0.5359994212962963,199.52,1191.19,0.5109451689652724 -2010-09-06,0.0,12.66,0.5359994212962963,326.41,982.59,0.506615125160482 -2010-09-07,5.1,15.145,0.5319998842592593,168.05,1348.07,0.5390904536964104 -2010-09-08,15.44,13.935,0.5298482638888888,94.1,1396.85,0.6451765269137762 -2010-09-09,13.85,12.555,0.5279998842592593,117.34,1247.68,0.7945630381790466 -2010-09-10,3.77,11.105,0.5240002314814816,131.34,1115.25,0.8356984543245557 -2010-09-11,0.45,10.355,0.5240002314814816,296.27,906.81,0.871421315714077 -2010-09-12,0.0,10.020000000000001,0.520000462962963,372.78,774.57,0.8930715347380292 -2010-09-13,0.83,11.025,0.5183310185185186,275.72,973.08,0.8963190675916219 -2010-09-14,5.24,12.02,0.5159998842592592,125.38,1205.75,0.8887414909332388 -2010-09-15,3.52,11.530000000000001,0.511999537037037,199.32,1033.57,0.8800814033236579 -2010-09-16,1.33,9.07,0.511999537037037,298.39,822.64,0.8541011404949151 -2010-09-17,2.95,10.18,0.5079996527777778,273.22,874.52,0.8281208776661725 -2010-09-18,0.0,10.1,0.5067805555555556,399.51,691.83,0.804305636739825 -2010-09-19,1.34,11.5,0.503999537037037,364.72,830.48,0.7718303082038968 -2010-09-20,0.0,9.91,0.4999997685185186,374.99,730.42,0.7220348044488065 -2010-09-21,1.86,8.41,0.4999997685185186,323.58,681.72,0.6798168773520998 -2010-09-22,2.48,11.175,0.4959997685185185,318.92,825.48,0.6624967021329381 -2010-09-23,0.0,10.584999999999999,0.49366840277777774,364.48,769.53,0.6202787750362311 -2010-09-24,12.02,8.035,0.4919994212962963,184.0,814.72,0.6159487312314408 -2010-09-25,13.81,9.09,0.48800034722222224,119.98,973.89,0.6787343664009022 -2010-09-26,2.07,9.485,0.48800034722222224,267.18,854.16,0.6495065707185667 -2010-09-27,1.57,10.685,0.4840002314814815,227.89,956.84,0.6343514174018001 -2010-09-28,14.67,14.129999999999999,0.48167002314814816,200.94,1201.15,0.6917244978152736 -2010-09-29,10.05,16.215,0.4800005787037037,194.26,1379.62,0.8140482353006037 -2010-09-30,17.14,15.435,0.4760001157407408,209.82,1279.99,0.9320419289811432 diff --git a/data/exphydro/03604000.csv b/data/exphydro/03604000.csv deleted file mode 100644 index 89be557..0000000 --- a/data/exphydro/03604000.csv +++ /dev/null @@ -1,1462 +0,0 @@ -prcp(mm/day),tmean(C),pet(mm),flow(mm) -17.16,6.815,0.687782786,6.418713023 -0,5.05,0.641754432,5.134970419 -3.4,6.58,0.680981265,3.325103796 -0,2.895,0.624178251,2.567485209 -0,2.335,0.620796713,2.098182585 -10.38,10.06,0.788813396,2.011898246 -0,11.285,0.84576258,1.974017317 -12.65,10.8,0.798132904,2.357035602 -4.87,2.06,0.605037099,2.777934817 -0,2.86,0.637390405,2.29390072 -26.62,6.81,0.739652009,2.925249542 -54.87,9.825,0.784337843,20.51883671 -34.11,5.485,0.724145096,34.72418521 -25.78,3.58,0.658726735,12.69011132 -29.85,4.605,0.651665501,14.85774228 -0,2.935,0.710695587,7.449916099 -0,2.18,0.722343167,4.503621597 -0,5.175,0.792224852,3.367193717 -0,6.78,0.846901837,4.082722382 -0,6.09,0.867522561,4.840340968 -0,1.405,0.752735465,4.31421695 -0,2.13,0.7897398,3.935407657 -0,4.865,0.863458294,3.640778207 -0,8.215,0.978805814,3.388238678 -0,11.06,1.105766207,3.198834031 -0,12.47,1.174924252,3.093609228 -14.61,5.045,0.875650738,3.15674411 -0,3.825,0.940854252,3.135699149 -10.51,6.33,0.962715291,3.304058835 -13.65,9.415,0.958009464,3.851227814 -0,7.945,1.133079512,3.914362696 -0,12.27,1.303194205,3.872272775 -0,17.205,1.431029824,3.682868128 -9.49,11.435,1.175645263,3.661823167 -6.66,-0.46,0.689158701,3.72495805 -6.36,-2.38,0.534583068,3.682868128 -5.45,-4.875,0.584196343,3.556598364 -5.88,-6.425,0.563418607,3.45137356 -0,-3.73,0.879815302,3.325103796 -0,-4.35,0.933121885,3.15674411 -0,-4.515,0.938622648,3.030474345 -0,1.11,1.205868118,2.925249542 -0,4.04,1.356802154,2.841069699 -6.67,8.25,1.317313469,2.777934817 -33.37,14.22,1.414577335,9.133512958 -28.53,13.315,1.421898321,13.30041518 -10.89,10.93,1.360413184,16.62551898 -14.29,3.04,0.770188033,12.14294234 -20.92,1.045,0.680916061,12.14294234 -2,1.85,0.903189902,15.72058567 -18.12,6.065,1.039767147,13.59504463 -54.01,8.845,1.216614497,23.1494568 -2.53,2.74,1.189380244,18.09866623 -16.1,-4.23,0.969619192,6.018858769 -0,-5.475,1.14550288,3.956452618 -0,-1.31,1.493277815,3.009429385 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-1,1990/1/1,0.3,0,235.9667195,0,0,0.279675952,0.684557147,0.684557147,1.287989557,0.177967848,45.46972289,0.565239243,0.565239243,0.565239243,2.339703949,0.743207091,3.08291104,1.992 -2,1990/1/2,0.4,9.3,239.2147372,8.9,3.98130338,0.4,0.733285667,5.651982287,2.578724164,0.193185311,46.0748721,0.544572942,0.544572942,0.544572942,2.518147897,0.737758253,3.25590615,1.8 -3,1990/1/3,0.4,3.2,239.7022077,2.8,1.228304717,0.4,0.74083417,2.312529453,3.767370764,0.433310655,47.44397923,0.570364474,0.570364474,0.570364474,2.968628107,1.003675129,3.972303237,2.856 -4,1990/1/4,0.3,7.3,241.9506898,7,3.024949583,0.3,0.776467478,4.751517895,3.044917386,0.324174899,47.96284481,0.631919646,0.631919646,0.631919646,3.157971452,0.956094545,4.114065997,2.4 -5,1990/1/5,0.1,0,241.0939282,0,0,0.094031223,0.762730418,0.762730418,2.700401621,0.358832311,48.10710716,0.656440327,0.656440327,0.656440327,3.212579599,1.015272639,4.227852237,3.312 -6,1990/1/6,0.1,0,240.2506272,0,0,0.093899739,0.749401224,0.749401224,0.681191012,0.123025164,46.72732434,0.663376878,0.663376878,0.663376878,2.724350714,0.786402043,3.510752757,3.072 -7,1990/1/7,0.1,0,239.4203956,0,0,0.093768922,0.736462698,0.736462698,0.66934909,0.074813348,45.61449333,0.599137055,0.599137055,0.599137055,2.381317149,0.673950403,3.055267552,2.616 -8,1990/1/8,0.2,0,238.5106406,0,0,0.187262792,0.722492267,0.722492267,0.657296713,0.073492237,44.69460709,0.550665637,0.550665637,0.550665637,2.127848595,0.624157874,2.752006469,2.184 -9,1990/1/9,0.2,0.1,237.7068189,0,0,0.193494622,0.710327071,0.710327071,0.645436571,0.072146989,43.91947046,0.512768002,0.512768002,0.512768002,1.933341194,0.584914991,2.518256185,2.184 -10,1990/1/10,0.3,0.2,236.9149482,0,0,0.293365908,0.698504713,0.698504713,0.63462335,0.070916703,43.25667073,0.482311721,0.482311721,0.482311721,1.779734808,0.553228424,2.332963232,2.184 -11,1990/1/11,0.3,2.9,237.3783299,2.6,1.16878509,0.3,0.705403428,2.136618337,1.196850913,0.101556415,43.15392001,0.457313266,0.457313266,0.457313266,1.756914901,0.558869681,2.315784582,1.716 -12,1990/1/12,0.2,0.2,236.6832541,0,0,0.2,0.695075756,0.695075756,1.353404989,0.165058685,43.19486932,0.453522529,0.453522529,0.453522529,1.7659782,0.618581213,2.384559414,1.8 -13,1990/1/13,0.2,0,235.8145293,0,0,0.186385175,0.682339626,0.682339626,0.620536137,0.086229921,42.62662199,0.455030553,0.455030553,0.455030553,1.643814023,0.541260474,2.185074497,1.62 -14,1990/1/14,0.2,0,234.9584552,0,0,0.186100522,0.669973591,0.669973591,0.609219844,0.068112758,42.12755579,0.434421384,0.434421384,0.434421384,1.542707429,0.502534142,2.045241571,1.428 -15,1990/1/15,0.2,0,234.1146756,0,0,0.185817134,0.657962481,0.657962481,0.598230643,0.06687958,41.68502176,0.416878888,0.416878888,0.416878888,1.457643561,0.483758468,1.941402028,1.236 -16,1990/1/16,0.3,3.3,234.8323206,3,1.385811916,0.3,0.668166935,2.282355019,1.233961444,0.101593225,41.83477575,0.401752046,0.401752046,0.401752046,1.485959495,0.503345271,1.989304766,1.236 -17,1990/1/17,0.3,4.6,236.112026,4.3,1.966385158,0.3,0.686679784,3.020294626,2.345678373,0.225274818,42.88818984,0.40682632,0.40682632,0.40682632,1.699090611,0.632101137,2.331191748,1.236 -18,1990/1/18,0.2,0.8,235.7044791,0.6,0.273192799,0.2,0.680739722,1.007546923,1.92303128,0.249146437,43.43506714,0.44382319,0.44382319,0.44382319,1.819977162,0.692969627,2.512946789,1.236 -19,1990/1/19,0.2,1.8,235.7528687,1.6,0.729832476,0.2,0.681442835,1.551610358,1.121750911,0.13643568,43.24388537,0.463948445,0.463948445,0.463948445,1.776881132,0.600384125,2.377265257,1.236 -20,1990/1/20,0.3,1.1,235.4413529,0.8,0.365410869,0.3,0.676926663,1.111515794,1.222568537,0.139084219,43.16412462,0.456840353,0.456840353,0.456840353,1.759169638,0.595924573,2.35509421,1.1064 -21,1990/1/21,0.2,0,234.590659,0,0,0.18597734,0.664716525,0.664716525,0.823834419,0.106534971,42.76830163,0.453897996,0.453897996,0.453897996,1.673555401,0.560432966,2.233988367,0.9816 -22,1990/1/22,0.2,5,236.1019222,4.8,2.197795139,0.2,0.686532016,3.288736877,1.634991639,0.129338381,43.09815165,0.439496072,0.439496072,0.439496072,1.744637696,0.568834453,2.313472149,0.8688 -23,1990/1/23,0.3,13.1,241.0072019,12.8,5.666630649,0.3,0.761350871,7.894720222,4.77968071,0.39902647,45.87223985,0.451474515,0.451474515,0.451474515,2.457067028,0.850500985,3.307568013,0.9816 -24,1990/1/24,0.6,14.6,246.0298502,14,5.867284684,0.6,0.844636437,8.977351752,7.53299422,0.758911865,49.96603332,0.561633229,0.561633229,0.561633229,4.000833972,1.320545095,5.321379067,2.856 -25,1990/1/25,0.4,4,246.6354373,3.6,1.460742721,0.4,0.855155617,2.994412895,5.715765561,0.753641504,51.59668242,0.757512911,0.757512911,0.757512911,4.842629381,1.511154415,6.353783796,4.992 -26,1990/1/26,0.4,0.8,245.9544958,0.4,0.162393412,0.4,0.843334853,1.080941442,1.938961631,0.32800496,50.24788541,0.847625876,0.847625876,0.847625876,4.135384514,1.175630836,5.311015349,4.704 -27,1990/1/27,0.4,0.1,244.846278,0,0,0.3838389,0.824378939,0.824378939,0.871479785,0.125030565,48.51867093,0.772574284,0.772574284,0.772574284,3.373268545,0.897604848,4.270873394,4.056 -28,1990/1/28,0.5,3.3,245.1705148,2.8,1.154125784,0.5,0.829889019,2.475763236,1.394400659,0.121711638,47.57949137,0.68345373,0.68345373,0.68345373,3.017033948,0.805165368,3.822199316,3.816 -29,1990/1/29,0.4,7.7,247.2697772,7.3,2.965549812,0.4,0.866287345,5.200737533,3.304820399,0.287912566,48.25362642,0.638259468,0.638259468,0.638259468,3.268944815,0.926172034,4.195116849,3.072 -30,1990/1/30,0.3,10.3,250.2858404,10,3.93688993,0.3,0.920826727,6.983936796,5.385203199,0.527075998,50.19803275,0.670475379,0.670475379,0.670475379,4.111272254,1.197551377,5.308823631,2.856 -31,1990/1/31,0.3,3.7,250.6684542,3.4,1.310552951,0.3,0.927939154,3.017386204,4.718364341,0.590296881,51.11100645,0.769894867,0.769894867,0.769894867,4.575285509,1.360191749,5.935477258,2.616 -32,1990/2/1,0.5,15.3,255.1742207,14.8,5.520853278,0.5,1.01508681,10.29423353,5.590719746,0.508247382,52.27787613,0.820027653,0.820027653,0.820027653,5.243877722,1.328275035,6.572152757,3.816 -33,1990/2/2,0.5,3.2,255.1375811,2.7,0.977712841,0.5,1.014352439,2.736639598,6.278815106,0.777710138,53.43818387,0.887443589,0.887443589,0.887443589,6.005950948,1.665153727,7.671104676,6.552 -34,1990/2/3,0.3,2.7,254.9962218,2.4,0.870163828,0.3,1.011523183,2.541359355,2.385820621,0.358513643,51.81470963,0.95831635,0.95831635,0.95831635,4.967611212,1.316829993,6.284441205,5.808 -35,1990/2/4,0.3,2.2,254.6820347,1.9,0.691070644,0.3,1.005257672,2.214187028,2.157958028,0.249257767,50.54895637,0.860228295,0.860228295,0.860228295,4.283939583,1.109486062,5.393425645,4.992 -36,1990/2/5,0.4,8,256.3795947,7.6,2.737046854,0.4,1.039486874,5.90244002,3.449991887,0.30623439,50.51894416,0.788897647,0.788897647,0.788897647,4.268901744,1.095132037,5.364033782,4.704 -37,1990/2/6,0.4,14.3,260.0756279,13.9,4.813309369,0.4,1.117276224,10.20396685,7.011723133,0.641162242,52.76611505,0.787259502,0.787259502,0.787259502,5.551811746,1.428421745,6.980233491,5.544 -38,1990/2/7,0.3,6.3,260.9479797,6,2.008657472,0.3,1.136305598,5.127648126,7.177923473,0.858238897,54.25276,0.916792186,0.916792186,0.916792186,6.608070711,1.775031083,8.383101794,5.4 -39,1990/2/8,0.2,0,259.6468165,0,0,0.193146149,1.108017125,1.108017125,3.026732587,0.484405596,52.74912377,1.010425766,1.010425766,1.010425766,5.540794583,1.494831362,7.035625944,4.992 -40,1990/2/9,0.1,5.9,260.4760037,5.8,1.955164979,0.1,1.125977711,4.970812732,2.523400546,0.242998281,51.43584922,0.915759341,0.915759341,0.915759341,4.752434438,1.158757622,5.91119206,4.44 -41,1990/2/10,0.1,9.2,262.3137769,9.1,3.004397913,0.1,1.166624705,7.262226792,5.379065841,0.501819064,52.35931172,0.838414313,0.838414313,0.838414313,5.294017655,1.340233377,6.634251032,3.936 -42,1990/2/11,0,6.1,263.1021813,6.1,1.97282646,0,1.184422066,5.311595607,5.765312278,0.656381172,53.18579882,0.892291455,0.892291455,0.892291455,5.831116624,1.548672627,7.379789251,3.552 -43,1990/2/12,0.1,0.1,261.9438328,0,0,0.1,1.158348532,1.158348532,3.13949379,0.463002406,52.11989717,0.942568421,0.942568421,0.942568421,5.147963866,1.405570827,6.553534693,2.856 -44,1990/2/13,0.1,0,260.7159219,0,0,0.096692772,1.131218126,1.131218126,1.031794466,0.164223724,50.00880648,0.878092785,0.878092785,0.878092785,4.020977936,1.042316509,5.063294445,2.4 -45,1990/2/14,0,2.8,260.5248337,2.8,0.935954463,0,1.127042685,2.991088223,1.752928369,0.154265837,48.96532229,0.759784968,0.759784968,0.759784968,3.556197534,0.914050805,4.470248339,2.088 -46,1990/2/15,0.2,10.6,262.7677284,10.4,3.419740251,0.2,1.176845532,8.157105281,4.733065467,0.390566861,50.26191987,0.705729292,0.705729292,0.705729292,4.14219718,1.096296153,5.238493333,1.992 -47,1990/2/16,0.9,8.8,264.0859262,7.9,2.525134218,0.9,1.206936399,6.581802181,6.7189945,0.720203736,52.4215696,0.773329789,0.773329789,0.773329789,5.332674552,1.493533525,6.826208077,5.112 -48,1990/2/17,0.9,7.2,264.841287,6.3,1.979818586,0.9,1.22445782,5.544639234,5.513840171,0.653994211,53.07524115,0.896010408,0.896010408,0.896010408,5.756179034,1.550004618,7.306183652,10.728 -49,1990/2/18,0.5,4.9,264.9859591,4.4,1.372509137,0.5,1.227837015,4.255327878,4.480770059,0.538396303,52.87125771,0.93572859,0.93572859,0.93572859,5.620482089,1.474124893,7.094606981,12.84 -50,1990/2/19,0.9,1.8,264.0621891,0.9,0.282619053,0.9,1.206389096,1.823770042,2.869089878,0.387366804,51.73944226,0.923201982,0.923201982,0.923201982,4.924107313,1.310568787,6.234676099,11.76 -51,1990/2/20,0.8,0,262.1246667,0,0,0.77513422,1.162388089,1.162388089,1.380081907,0.196538115,49.97182906,0.855862667,0.855862667,0.855862667,4.003557768,1.052400782,5.05595855,9.864 -52,1990/2/21,0.8,1.2,261.1163129,0.4,0.131653785,0.8,1.140007584,1.408353799,1.143329961,0.129438258,48.50511979,0.757820489,0.757820489,0.757820489,3.367859725,0.887258746,4.255118471,8.064 -53,1990/2/22,0.9,0,259.1499661,0,0,0.868980293,1.097366587,1.097366587,1.144647772,0.13110829,47.38482802,0.682785859,0.682785859,0.682785859,2.947725392,0.813894149,3.761619541,6.984 -54,1990/2/23,1.2,0.3,257.2261659,0,0,1.16689475,1.056905415,1.056905415,0.971643749,0.11251642,46.37460252,0.629166461,0.629166461,0.629166461,2.611035712,0.741682881,3.352718592,5.952 -55,1990/2/24,1.4,0,254.8723081,0,0,1.344809441,1.009048343,1.009048343,0.932306586,0.105117316,45.53265427,0.583456771,0.583456771,0.583456771,2.357711608,0.688574086,3.046285694,5.256 -56,1990/2/25,1.2,5.1,255.2691729,3.9,1.413856695,1.2,1.016991944,3.503135249,1.893553744,0.156214325,45.59713186,0.547215474,0.547215474,0.547215474,2.376291632,0.703429799,3.079721431,4.992 -57,1990/2/26,1,0.8,254.0839851,0,0,0.991769761,0.993418024,0.993418024,2.161235864,0.265809659,45.85605367,0.549932419,0.549932419,0.549932419,2.452246472,0.815742078,3.26798855,4.704 -58,1990/2/27,1,1.4,253.2546432,0.4,0.147844262,1,0.977186127,1.229341865,0.987289379,0.134120521,45.15326455,0.560939925,0.560939925,0.560939925,2.251018422,0.695060447,2.946078869,4.32 -59,1990/2/28,1,0,251.3580192,0,0,0.9557545,0.940869497,0.940869497,0.992432619,0.113819728,44.57927545,0.531422607,0.531422607,0.531422607,2.097844328,0.645242334,2.743086663,3.816 -60,1990/3/1,1,1.5,250.622415,0.5,0.191476722,1,0.927080988,1.235604266,0.963231821,0.103958689,44.07870682,0.50815184,0.50815184,0.50815184,1.971952289,0.612110529,2.584062818,3.672 -61,1990/3/2,1,0,248.7769789,0,0,0.952230015,0.893206069,0.893206069,0.97676276,0.11256867,43.66978085,0.488459926,0.488459926,0.488459926,1.874148661,0.601028596,2.475177257,2.4 -62,1990/3/3,1.1,2.3,248.3650386,1.2,0.473842415,1.1,0.885782672,1.611940257,1.087856316,0.109135115,43.41500745,0.472782645,0.472782645,0.472782645,1.815412358,0.581917761,2.397330119,2.088 -63,1990/3/4,1,3.4,248.4278321,2.4,0.949704463,1,0.886911017,2.337206553,1.737297895,0.168636691,43.72775686,0.463198946,0.463198946,0.463198946,1.887747435,0.631835637,2.519583072,1.992 -64,1990/3/5,0.7,0,246.9034157,0,0,0.664572326,0.859844071,0.859844071,1.519781985,0.192738752,43.81430988,0.474983126,0.474983126,0.474983126,1.908212089,0.667721878,2.575933967,1.896 -65,1990/3/6,0.6,0,245.4995293,0,0,0.568375692,0.835510627,0.835510627,0.764245534,0.102874664,43.27336926,0.478281846,0.478281846,0.478281846,1.783467992,0.58115651,2.364624502,1.524 -66,1990/3/7,0.6,0,244.1202255,0,0,0.567156461,0.812147398,0.812147398,0.742728765,0.083325256,42.79484898,0.457931449,0.457931449,0.457931449,1.679180496,0.541256705,2.220437201,1.428 -67,1990/3/8,0.7,0,242.6718318,0,0,0.660209603,0.788184069,0.788184069,0.721464761,0.080964317,42.36637592,0.440451635,0.440451635,0.440451635,1.590389455,0.521415952,2.111805407,1.428 -68,1990/3/9,0.9,0,241.0628431,0,0,0.846752967,0.762235719,0.762235719,0.699113487,0.07853149,41.97733866,0.425209136,0.425209136,0.425209136,1.513359889,0.503740626,2.017100515,1.236 -69,1990/3/10,1,0,239.3885777,0,0,0.938295014,0.735970447,0.735970447,0.675634757,0.07595311,41.61930586,0.411699308,0.411699308,0.411699308,1.445366862,0.487652418,1.933019279,0.9816 -70,1990/3/11,1.2,0,237.5578595,0,0,1.122627221,0.708090934,0.708090934,0.651358228,0.073294888,41.28577067,0.399539661,0.399539661,0.399539661,1.38443308,0.472834549,1.857267629,0.8688 -71,1990/3/12,1.1,3.2,237.7852315,2.1,0.938878421,1.1,0.711506464,1.872628043,1.097388812,0.096699434,41.37169167,0.38844485,0.38844485,0.38844485,1.399912657,0.485144284,1.885056941,0.6648 -72,1990/3/13,0.9,0,236.2565702,0,0,0.839864738,0.688796544,0.688796544,1.217635019,0.147543013,41.54838881,0.391281632,0.391281632,0.391281632,1.432219509,0.538824645,1.971044154,0.7632 -73,1990/3/14,0.9,1.7,235.9360175,0.8,0.363556696,0.9,0.68410933,1.120552635,0.790503103,0.092319068,41.34158267,0.397161953,0.397161953,0.397161953,1.394471196,0.489481021,1.883952217,0.7632 -74,1990/3/15,1.1,0.2,234.4363478,0,0,1.037148892,0.662520811,0.662520811,0.82752961,0.096909294,41.19173603,0.39028587,0.39028587,0.39028587,1.367662123,0.487195163,1.854857287,0.7632 -75,1990/3/16,1,6.7,236.3546034,5.7,2.60849073,1,0.69023517,3.78174444,1.828669621,0.140120965,41.90614141,0.385357058,0.385357058,0.385357058,1.499621304,0.525478023,2.025099327,0.8688 -76,1990/3/17,0.7,6.3,238.1518918,5.6,2.51433068,0.7,0.717042315,3.802711635,3.411854015,0.34184592,43.81813492,0.409260511,0.409260511,0.409260511,1.90912101,0.751106431,2.660227441,0.7632 -77,1990/3/18,0.5,0.4,237.3534232,0,0,0.493437332,0.705031232,0.705031232,2.198551172,0.312030099,44.43441859,0.478428003,0.478428003,0.478428003,2.060695506,0.790458103,2.851153608,0.7632 -78,1990/3/19,0.7,25.2,246.9121133,24.5,10.41868672,0.7,0.859996589,14.94130987,6.259261934,0.419523193,48.01751389,0.502396077,0.502396077,0.502396077,3.178562711,0.92191927,4.100481981,0.7632 -79,1990/3/20,1.5,12.5,250.3292355,11,4.338753345,1.5,0.92163118,7.582877834,10.53987229,1.164708334,53.30406502,0.659062847,0.659062847,0.659062847,5.912384009,1.823771181,7.736155191,3.072 -80,1990/3/21,0.8,4.5,250.82278,3.7,1.42436497,0.8,0.930820448,3.206455477,5.095471498,0.749012851,53.38252399,0.949924607,0.949924607,0.949924607,5.966937127,1.698937458,7.665874585,4.848 -81,1990/3/22,0.9,6.9,252.1493823,6,2.282489881,0.9,0.955887594,4.673397713,3.465396685,0.404461436,52.45143126,0.954827342,0.954827342,0.954827342,5.351316762,1.359288777,6.71060554,4.056 -82,1990/3/23,1,10.2,254.5600538,9.2,3.413505036,1,1.002833597,6.789328561,5.042059159,0.496482958,52.81055608,0.897798106,0.897798106,0.897798106,5.580732445,1.394281064,6.975013509,4.056 -83,1990/3/24,0.8,4.9,255.0396042,4.1,1.491941209,0.8,1.012390787,3.620449579,4.858375875,0.584420575,52.92952283,0.919497546,0.919497546,0.919497546,5.658906664,1.503918121,7.162824786,4.32 -84,1990/3/25,1.2,7.5,256.2675408,6.3,2.265135478,1.2,1.037198813,5.072063336,3.831935106,0.431282352,52.38086022,0.926767741,0.926767741,0.926767741,5.307365467,1.358050093,6.66541556,4.848 -85,1990/3/26,1.1,11.1,258.682416,10,3.502295032,1.1,1.087419872,7.58512484,5.557763978,0.545247307,53.07570811,0.893577397,0.893577397,0.893577397,5.756493476,1.438824704,7.19531818,5.4 -86,1990/3/27,1.3,0,256.3915378,0,0,1.251147179,1.039730984,1.039730984,4.240536188,0.585202112,52.72610026,0.935757405,0.935757405,0.935757405,5.525901445,1.520959517,7.046860962,5.952 -87,1990/3/28,1.8,0,253.6793364,0,0,1.726730211,0.985471245,0.985471245,0.914319914,0.17998001,50.36313123,0.914361143,0.914361143,0.914361143,4.191650087,1.094341153,5.285991241,5.664 -88,1990/3/29,1.8,0.6,251.5867241,0,0,1.747422293,0.945190027,0.945190027,0.871009044,0.09830293,48.60501122,0.778793855,0.778793855,0.778793855,3.407922907,0.877096785,4.285019691,5.4 -89,1990/3/30,1.3,11,254.211761,9.7,3.620975087,1.3,0.995938105,7.074963019,3.272535765,0.229542189,48.99611765,0.687719993,0.687719993,0.687719993,3.569149336,0.917262182,4.486411518,5.4 -90,1990/3/31,1.4,0,251.9207764,0,0,1.339455118,0.951529485,0.951529485,3.948106496,0.500791587,49.75064565,0.707283983,0.707283983,0.707283983,3.900862478,1.208075571,5.108938048,4.848 -91,1990/4/1,1.5,0.4,249.9567191,0,0,1.449313393,0.914743946,0.914743946,0.841842599,0.166566718,48.12081833,0.746145471,0.746145471,0.746145471,3.217815391,0.912712189,4.130527581,4.056 -92,1990/4/2,1.5,0,247.6570954,0,0,1.426482166,0.873141501,0.873141501,0.806832462,0.090995103,46.83264128,0.664038863,0.664038863,0.664038863,2.759048369,0.755033966,3.514082336,3.672 -93,1990/4/3,1.4,1,246.4261854,0,0,1.379401029,0.851508983,0.851508983,0.777280352,0.087330008,45.78315598,0.603876688,0.603876688,0.603876688,2.430642344,0.691206696,3.12184904,3.552 -94,1990/4/4,1.5,1.6,245.6291795,0.1,0.040728351,1.5,0.837734276,0.897005925,0.784333843,0.086404712,44.93396504,0.557825067,0.557825067,0.557825067,2.191349852,0.644229779,2.835579631,3.312 -95,1990/4/5,1.6,3.1,245.4098036,1.5,0.614598596,1.6,0.833974518,1.719375921,1.13222255,0.107214975,44.50890725,0.522443805,0.522443805,0.522443805,2.079724137,0.62965878,2.709382917,1.992 -96,1990/4/6,1.2,0,243.474751,0,0,1.133655887,0.801396648,0.801396648,1.184745957,0.142088832,44.19774114,0.505349971,0.505349971,0.505349971,2.001262043,0.647438803,2.648700846,2.4 -97,1990/4/7,1.1,0,241.6667595,0,0,1.036098459,0.771893104,0.771893104,0.709600155,0.090318942,43.55333605,0.493092324,0.493092324,0.493092324,1.847097565,0.583411266,2.430508832,1.992 -98,1990/4/8,1.1,0,239.8899307,0,0,1.03307108,0.74375772,0.74375772,0.683587524,0.076919731,42.98528658,0.468384996,0.468384996,0.468384996,1.72002199,0.545304727,2.265326717,1.716 -99,1990/4/9,1.3,0,237.9586964,0,0,1.217113137,0.714121134,0.714121134,0.657672557,0.074057104,42.47733126,0.447349932,0.447349932,0.447349932,1.612977812,0.521407036,2.134384848,1.428 -100,1990/4/10,1.3,2.4,237.7387816,1.1,0.490892791,1.3,0.710807627,1.319914836,0.882057251,0.0850588,42.22624953,0.429119514,0.429119514,0.429119514,1.562258495,0.514178314,2.076436808,1.428 -101,1990/4/11,0.9,2.1,237.5671691,1.2,0.536618054,0.9,0.708230521,1.371612467,1.208348983,0.125981404,42.28158982,0.420307139,0.420307139,0.420307139,1.573315831,0.546288543,2.119604374,1.236 -102,1990/4/12,0.9,0.8,236.7773589,0,0,0.893343418,0.696466819,0.696466819,0.967702083,0.121732147,42.12861419,0.422238241,0.422238241,0.422238241,1.542915956,0.543970388,2.086886344,1.236 -103,1990/4/13,1,8.4,239.3365928,7.4,3.294400676,1,0.735166767,4.840766091,2.264226985,0.168576594,43.07105656,0.416915546,0.416915546,0.416915546,1.738700157,0.58549214,2.324192297,1.1712 -104,1990/4/14,0.8,16.1,245.018849,15.3,6.509564174,0.8,0.827307925,9.617743752,6.24406658,0.540052221,46.96303471,0.450481875,0.450481875,0.450481875,2.802570305,0.990534096,3.793104401,1.62 -105,1990/4/15,0.7,2.9,245.0965263,2.2,0.906306375,0.7,0.828629051,2.122322677,5.69453873,0.740909873,49.48603575,0.609781884,0.609781884,0.609781884,3.781319579,1.350691757,5.132011337,1.896 -106,1990/4/16,0.9,0,243.4455971,0,0,0.850015474,0.800913796,0.800913796,1.388003552,0.271630212,48.3139629,0.732347678,0.732347678,0.732347678,3.292424075,1.00397789,4.296401965,1.62 -107,1990/4/17,0.9,0.4,242.1940468,0,0,0.871144699,0.780405553,0.780405553,0.712719619,0.095226245,46.9139749,0.673414244,0.673414244,0.673414244,2.78612186,0.768640489,3.554762349,1.62 -108,1990/4/18,1.2,12.2,245.933322,11,4.582244623,1.2,0.842969413,7.260724789,3.262730075,0.220524996,47.71726316,0.60755527,0.60755527,0.60755527,3.066997093,0.828080265,3.895077359,1.992 -109,1990/4/19,1.7,8.8,247.9155994,7.1,2.860017818,1.7,0.877740408,5.11772259,5.687954956,0.602603528,50.02251499,0.644751448,0.644751448,0.644751448,4.027454571,1.247354976,5.274809547,3.072 -110,1990/4/20,1.8,6.3,248.8032888,4.5,1.781371255,1.8,0.89368189,3.612310635,4.011164044,0.504003758,50.52317479,0.760514176,0.760514176,0.760514176,4.271018422,1.264517934,5.535536356,3.936 -111,1990/4/21,1.5,2.5,248.3133667,1,0.394932961,1.5,0.884855041,1.489922079,2.412526726,0.332400049,49.79975065,0.787490274,0.787490274,0.787490274,3.923441133,1.119890322,5.043331455,5.4 -112,1990/4/22,1.6,0,245.9522722,0,0,1.517798104,0.843296468,0.843296468,1.085448958,0.159830798,48.33376259,0.748726271,0.748726271,0.748726271,3.300163291,0.908557069,4.20872036,5.112 -113,1990/4/23,1.9,0,243.3572786,0,0,1.795541045,0.799452483,0.799452483,0.741644104,0.090993746,46.9511948,0.674380647,0.674380647,0.674380647,2.798592539,0.765374393,3.563966933,4.584 -114,1990/4/24,1.9,1.7,242.3852932,0,0,1.888473827,0.783511648,0.783511648,0.713209014,0.080112473,45.82933877,0.609243989,0.609243989,0.609243989,2.444309036,0.689356462,3.133665498,4.056 -115,1990/4/25,2,2.5,241.8239469,0.5,0.213076627,2,0.774422842,1.061346215,0.814932515,0.084637642,44.99598858,0.559796981,0.559796981,0.559796981,2.20807969,0.644434624,2.852514314,3.672 -116,1990/4/26,2,9.9,244.3369773,7.9,3.328813812,2,0.815783502,5.386969689,2.664259373,0.197804927,45.76108472,0.524972163,0.524972163,0.524972163,2.424135396,0.72277709,3.146912486,3.552 -117,1990/4/27,1.7,7.5,245.8824509,5.8,2.38756559,1.7,0.842091946,4.254526356,4.40084581,0.462822647,47.66929878,0.556884422,0.556884422,0.556884422,3.049516168,1.019707068,4.069223236,4.848 -118,1990/4/28,2.1,0.3,243.3816159,0,0,2.000980035,0.799854952,0.799854952,2.464137763,0.362979245,47.71115628,0.64248598,0.64248598,0.64248598,3.06476624,1.005465225,4.070231465,4.704 -119,1990/4/29,2.2,6.3,244.2799453,4.1,1.713154901,2.2,0.814825496,3.201670595,1.66882345,0.173450387,47.15622661,0.644462689,0.644462689,0.644462689,2.868215815,0.817913076,3.686128891,4.32 -120,1990/4/30,2.1,4.6,244.4993703,2.5,1.037941255,2.1,0.818516309,2.280575055,2.517579895,0.271621587,47.35513075,0.618606735,0.618606735,0.618606735,2.937282491,0.890228322,3.827510813,4.584 -121,1990/5/1,1.9,1.1,242.9516815,0,0,1.854919681,0.792769083,0.792769083,1.46468743,0.206263939,46.72425883,0.62778744,0.62778744,0.62778744,2.723346782,0.834051379,3.557398161,4.056 -122,1990/5/2,2,0,240.3202418,0,0,1.880945328,0.750494386,0.750494386,0.696789482,0.095896527,45.63328137,0.598999496,0.598999496,0.598999496,2.386766443,0.694896023,3.081662466,3.432 -123,1990/5/3,2.4,0,237.3683384,0,0,2.246649296,0.7052541,0.7052541,0.657570555,0.074555033,44.71034043,0.551459889,0.551459889,0.551459889,2.131971379,0.626014922,2.7579863,2.616 -124,1990/5/4,2.9,0,234.0119747,0,0,2.699851205,0.656512467,0.656512467,0.615470922,0.069989126,43.90850432,0.513400044,0.513400044,0.513400044,1.930707074,0.583389169,2.514096244,2.52 -125,1990/5/5,2.6,0.4,231.3550388,0,0,2.437051015,0.619884869,0.619884869,0.576389692,0.065422159,43.19972806,0.481890357,0.481890357,0.481890357,1.767056315,0.547312517,2.314368831,2.292 -126,1990/5/6,2,9.1,234.0354835,7.1,3.337288783,2,0.656844155,4.419555372,2.059140886,0.145822991,43.80748692,0.455209721,0.455209721,0.455209721,1.906591746,0.601032713,2.507624458,2.088 -127,1990/5/7,1.8,0,231.7430372,0,0,1.667317744,0.625128518,0.625128518,2.478426969,0.313854055,44.64820437,0.478021216,0.478021216,0.478021216,2.115730738,0.791875271,2.90760601,2.4 -128,1990/5/8,2.4,13.4,236.1614947,11,5.105861179,2.4,0.687403632,6.581542453,2.915986493,0.238008071,45.67592209,0.510907142,0.510907142,0.510907142,2.399175908,0.748915213,3.148091121,1.716 -129,1990/5/9,2.2,4,236.2891253,1.8,0.816904572,2.2,0.689274018,1.672369447,3.98378064,0.480147087,47.29627948,0.553265532,0.553265532,0.553265532,2.916688784,1.03341262,3.950101403,2.52 -130,1990/5/10,2.6,0,233.2270729,0,0,2.416536963,0.645515399,0.645515399,1.099423859,0.20259753,46.40130392,0.625061009,0.625061009,0.625061009,2.619460428,0.827658539,3.447118967,2.856 -131,1990/5/11,1.8,0,230.9478116,0,0,1.664841777,0.614419509,0.614419509,0.568677901,0.075979956,45.27097089,0.584633409,0.584633409,0.584633409,2.283644346,0.660613365,2.944257711,2.4 -132,1990/5/12,2,8.6,233.4174559,6.6,3.11781337,2,0.648169074,4.130355704,1.942119033,0.138983265,45.42297052,0.536287053,0.536287053,0.536287053,2.326406457,0.675270319,3.001676775,2.292 -133,1990/5/13,1.7,5.3,234.4271567,3.6,1.672090923,1.7,0.662390213,2.59029929,3.108845893,0.337763779,46.44206346,0.542615688,0.542615688,0.542615688,2.632368632,0.880379467,3.512748099,2.52 -134,1990/5/14,2,2.5,234.0023588,0.5,0.231579011,2,0.656376835,0.924797824,1.673231992,0.240636133,46.15809588,0.586432809,0.586432809,0.586432809,2.543632383,0.827068942,3.370701326,2.736 -135,1990/5/15,2.3,1.8,232.8977866,0,0,2.263625964,0.640946266,0.640946266,0.720168665,0.105892591,45.19085199,0.573978441,0.573978441,0.573978441,2.261390993,0.679871032,2.941262025,2.616 -136,1990/5/16,2.7,0,229.8047017,0,0,2.493799972,0.599284959,0.599284959,0.5603913,0.06652799,44.26597751,0.532972542,0.532972542,0.532972542,2.018238328,0.599500532,2.61773886,2.52 -137,1990/5/17,3.1,2.4,228.5774371,0,0,3.043892674,0.583371854,0.583371854,0.533069203,0.060070582,43.46744267,0.495761948,0.495761948,0.495761948,1.827365984,0.555832529,2.383198514,2.184 -138,1990/5/18,2.8,13.3,232.9623159,10.5,5.026718315,2.8,0.641839607,6.115121292,2.710621146,0.179946386,44.55233369,0.465159932,0.465159932,0.465159932,2.090890062,0.645106318,2.73599638,2.4 -139,1990/5/19,2.6,5.8,233.803008,3.2,1.494262232,2.6,0.653570057,2.359307825,4.019692352,0.46382971,46.44560946,0.507077785,0.507077785,0.507077785,2.633494365,0.970907495,3.60440186,3.192 -140,1990/5/20,2.8,4.3,233.8462483,1.5,0.69741827,2.8,0.654178039,1.456759769,1.766781507,0.260416904,46.23239744,0.58658954,0.58658954,0.58658954,2.566583064,0.847006443,3.413589507,3.192 -141,1990/5/21,2.7,20,240.8415793,17.3,7.754052979,2.7,0.758721918,10.30466894,4.806880336,0.350531844,48.32123281,0.577218757,0.577218757,0.577218757,3.295263726,0.927750601,4.223014327,2.856 -142,1990/5/22,2,9.8,243.3651291,7.8,3.323132037,2,0.799582289,5.276450252,7.287559606,0.815743819,51.4963787,0.673768966,0.673768966,0.673768966,4.786182685,1.489512785,6.275695469,5.664 -143,1990/5/23,2.2,2.1,242.4857369,0,0,2.194245157,0.785146977,0.785146977,2.974297438,0.488365336,50.8663749,0.841872644,0.841872644,0.841872644,4.446173877,1.33023798,5.776411857,6.84 -144,1990/5/24,2.6,1.6,240.7873916,0,0,2.540481903,0.757863379,0.757863379,0.695852549,0.13088731,48.85742955,0.806372559,0.806372559,0.806372559,3.511170457,0.937259869,4.448430326,6.24 -145,1990/5/25,2.2,3.7,240.6802198,1.5,0.648995871,2.2,0.756167678,1.607171806,1.017637599,0.094750404,47.56393031,0.700301624,0.700301624,0.700301624,3.011438464,0.795052028,3.806490493,5.544 -146,1990/5/26,2.6,0.2,237.7216616,0,0,2.448008094,0.710550197,0.710550197,1.092200639,0.131019499,46.60810413,0.637529158,0.637529158,0.637529158,2.685555976,0.768548657,3.454104633,4.992 -147,1990/5/27,3.2,0,234.0838755,0,0,2.980258729,0.657527349,0.657527349,0.618545907,0.080466151,45.47830231,0.593803857,0.593803857,0.593803857,2.342151586,0.674270008,3.016421595,4.056 -148,1990/5/28,3.2,0,230.5143895,0,0,2.960840639,0.608645288,0.608645288,0.572461364,0.065305157,44.51452958,0.54493266,0.54493266,0.54493266,2.081166754,0.610237817,2.691404571,3.432 -149,1990/5/29,3.4,0.1,226.9193495,0,0,3.13262542,0.562414619,0.562414619,0.529515072,0.06042631,43.67439121,0.50557343,0.50557343,0.50557343,1.875226874,0.565999739,2.441226613,2.856 -150,1990/5/30,3.5,0.7,223.8381467,0,0,3.256122272,0.525080548,0.525080548,0.491422504,0.05596725,42.93057182,0.472957365,0.472957365,0.472957365,1.708199261,0.528924615,2.237123876,2.52 -151,1990/5/31,3.6,2.2,222.0619723,0,0,3.471691666,0.504482756,0.504482756,0.464434322,0.052496274,42.26947658,0.445360134,0.445360134,0.445360134,1.570889695,0.497856408,2.068746102,2.184 -152,1990/6/1,3.8,0,218.1694991,0,0,3.430861516,0.461611636,0.461611636,0.437096149,0.049750205,41.67299728,0.421815008,0.421815008,0.421815008,1.455390453,0.471565213,1.926955666,1.896 -153,1990/6/2,4,1.1,215.1408409,0,0,3.698334058,0.430324144,0.430324144,0.403088817,0.045980048,41.12207983,0.401346578,0.401346578,0.401346578,1.355352846,0.447326627,1.802679473,1.1064 -154,1990/6/3,3.9,1.5,212.5988025,0,0,3.636637779,0.405400662,0.405400662,0.377444486,0.042854368,40.61414953,0.383081108,0.383081108,0.383081108,1.268455894,0.425935475,1.69439137,0.9816 -155,1990/6/4,3.9,0,208.7828157,0,0,3.445809956,0.370176804,0.370176804,0.350943689,0.040060868,40.14012732,0.36677418,0.36677418,0.36677418,1.191740077,0.406835048,1.598575125,0.8688 -156,1990/6/5,4.2,0,204.7719349,0,0,3.675032117,0.335848707,0.335848707,0.319596132,0.036679628,39.6892292,0.352008859,0.352008859,0.352008859,1.122503114,0.388688487,1.511191601,0.924 -157,1990/6/6,3.9,1.1,202.0292677,0,0,3.528783104,0.3138841,0.3138841,0.293585643,0.033507631,39.26118369,0.338362565,0.338362565,0.338362565,1.05999372,0.371870196,1.431863916,1.1712 -158,1990/6/7,3.8,16.5,209.1070837,12.7,7.450886784,3.8,0.373070737,5.622183953,2.379797554,0.148164275,40.68625272,0.325761566,0.325761566,0.325761566,1.280490085,0.473925841,1.754415926,1.236 -159,1990/6/8,3.9,0,205.3500134,0,0,3.416438354,0.340631978,0.340631978,2.973231601,0.383681529,42.42604112,0.36905824,0.36905824,0.36905824,1.602501444,0.752739769,2.355241213,1.044 -160,1990/6/9,4.2,0.4,201.7409467,0,0,3.697422876,0.311643819,0.311643819,0.295115591,0.09571876,41.68990585,0.427308727,0.427308727,0.427308727,1.458559592,0.523027487,1.981587079,0.6216 -161,1990/6/10,3.7,0,198.274896,0,0,3.180347978,0.285702749,0.285702749,0.270230149,0.030936878,41.02388874,0.401916821,0.401916821,0.401916821,1.338164072,0.432853699,1.771017771,0.7128 -162,1990/6/11,3,0,195.4527793,0,0,2.556229346,0.265887375,0.265887375,0.24930344,0.028441291,40.41702876,0.379889135,0.379889135,0.379889135,1.236052556,0.408330426,1.644382982,0.4968 -163,1990/6/12,3.1,0,192.5859468,0,0,2.61992931,0.246903108,0.246903108,0.231797974,0.026405748,39.86095455,0.360581404,0.360581404,0.360581404,1.14845359,0.386987151,1.535440741,0.4584 -164,1990/6/13,3,0,189.8417524,0,0,2.514429139,0.229765339,0.229765339,0.215441683,0.024538049,39.3475501,0.343514374,0.343514374,0.343514374,1.072360512,0.368052422,1.440412935,0.4584 -165,1990/6/14,3.2,0.3,187.2166885,0,0,2.710785931,0.214277897,0.214277897,0.200669733,0.022838718,38.87088342,0.328276597,0.328276597,0.328276597,1.005613002,0.351115315,1.356728317,0.4584 -166,1990/6/15,3.2,2.1,186.0996255,0,0,3.00911603,0.207946995,0.207946995,0.190348771,0.021471494,38.42888333,0.314567189,0.314567189,0.314567189,0.946916052,0.336038683,1.282954735,0.4224 -167,1990/6/16,2.6,4.1,186.8776086,1.5,0.99032315,2.6,0.212340057,0.722016907,0.390260596,0.03215317,38.20327318,0.302224843,0.302224843,0.302224843,0.918095594,0.334378013,1.252473607,0.4224 -168,1990/6/17,2.6,0,184.535956,0,0,2.142314747,0.199337883,0.199337883,0.443305445,0.054665882,38.04439003,0.296060175,0.296060175,0.296060175,0.898248763,0.350726057,1.24897482,0.4968 -169,1990/6/18,3,4.7,185.4631206,1.7,1.131571924,3,0.204407316,0.772835392,0.405992156,0.038686619,37.865782,0.291773048,0.291773048,0.291773048,0.876373238,0.330459667,1.206832905,0.4224 -170,1990/6/19,3.1,0.5,183.1385753,0,0,2.632656865,0.191888454,0.191888454,0.466020509,0.057767852,37.75569349,0.287006834,0.287006834,0.287006834,0.863115848,0.344774687,1.207890534,0.4968 -171,1990/6/20,3.4,1.8,181.6501166,0,0,3.104257844,0.184200804,0.184200804,0.169662224,0.025871929,37.38925112,0.284096945,0.284096945,0.284096945,0.820201545,0.309968874,1.130170419,0.3576 -172,1990/6/21,3.4,0,178.7291312,0,0,2.75115302,0.169832439,0.169832439,0.160103798,0.01819537,37.04263682,0.274562782,0.274562782,0.274562782,0.78128088,0.292758152,1.074039031,0.3264 -173,1990/6/22,3.3,2.3,177.76004,0,0,3.10382178,0.165269384,0.165269384,0.151046335,0.017052553,36.71364973,0.265756938,0.265756938,0.265756938,0.745790361,0.282809491,1.028599852,0.3 -174,1990/6/23,3,8.9,181.6148503,5.9,4.038831981,3,0.184021703,2.045189722,0.891496346,0.057844877,37.0775987,0.257587298,0.257587298,0.257587298,0.785134678,0.315432175,1.100566853,0.3 -175,1990/6/24,2.7,3.9,182.2396389,1.2,0.81200409,2.7,0.187215466,0.575211376,1.259884306,0.150080888,37.74257182,0.266635875,0.266635875,0.266635875,0.861547052,0.416716762,1.278263814,0.3888 -176,1990/6/25,2.6,2.3,181.8103711,0,0,2.544251412,0.185016421,0.185016421,0.363524742,0.066293664,37.55093897,0.283751521,0.283751521,0.283751521,0.838909122,0.350045185,1.188954306,0.3888 -177,1990/6/26,2.7,3.2,181.9629842,0.5,0.338408995,2.7,0.185795838,0.347386843,0.230667102,0.026667715,37.25536829,0.278740957,0.278740957,0.278740957,0.804978739,0.305408672,1.11038741,0.3888 -178,1990/6/27,2.5,2,181.373581,0,0,2.406603104,0.182800154,0.182800154,0.247620179,0.029210992,36.99776727,0.271137131,0.271137131,0.271137131,0.77635833,0.300348123,1.076706453,0.3888 -179,1990/6/28,2.8,0,178.9373461,0,0,2.265408917,0.170825896,0.170825896,0.159789122,0.019958359,36.67995505,0.264631958,0.264631958,0.264631958,0.742233301,0.284590317,1.026823617,0.4224 -180,1990/6/29,3.4,0,176.0540156,0,0,2.725854956,0.157475559,0.157475559,0.148468603,0.016930782,36.3745473,0.256760826,0.256760826,0.256760826,0.710637174,0.273691608,0.984328782,0.3888 -181,1990/6/30,3.6,6.5,177.9008207,2.9,2.012731165,3.6,0.165926088,1.053194924,0.495625472,0.035565992,36.40571923,0.249355856,0.249355856,0.249355856,0.713809402,0.284921849,0.99873125,0.3576 -182,1990/7/1,3.3,0,175.1109777,0,0,2.636547375,0.153295599,0.153295599,0.592326438,0.075002471,36.52236467,0.250104575,0.250104575,0.250104575,0.725785572,0.325107046,1.050892619,0.3 -183,1990/7/2,3.3,0.6,172.8296271,0,0,2.737799935,0.143550654,0.143550654,0.134115821,0.025729283,36.2148324,0.252920535,0.252920535,0.252920535,0.694568628,0.278649818,0.973218446,0.3 -184,1990/7/3,3.8,3.4,172.3728222,0,0,3.715144423,0.141660467,0.141660467,0.128448775,0.014428514,35.9228464,0.245544755,0.245544755,0.245544755,0.665979528,0.259973268,0.925952796,0.3 -185,1990/7/4,2.9,3,172.3024432,0.1,0.070991988,2.9,0.141371032,0.170379044,0.138841087,0.014818714,35.65934138,0.238685248,0.238685248,0.238685248,0.641031355,0.253503962,0.894535316,0.3264 -186,1990/7/5,2.9,9.6,176.8465391,6.7,4.705154494,2.9,0.161058603,2.15590411,0.937819321,0.060281328,36.14239233,0.232613328,0.232613328,0.232613328,0.687381695,0.292894656,0.980276351,0.3264 -187,1990/7/6,2.8,4.7,177.9959446,1.9,1.315776505,2.8,0.166370999,0.750594494,1.385077777,0.161326277,36.99522039,0.243829989,0.243829989,0.243829989,0.776079702,0.405156265,1.181235968,0.3888 -188,1990/7/7,2.6,0.1,175.8391429,0,0,2.100286472,0.156515206,0.156515206,0.440815128,0.078594015,36.93147083,0.264568204,0.264568204,0.264568204,0.769132897,0.343162219,1.112295116,0.5352 -189,1990/7/8,3.2,0,173.1557449,0,0,2.538485576,0.144912406,0.144912406,0.136279432,0.022403552,36.59717167,0.262975989,0.262975989,0.262975989,0.733554581,0.285379541,1.018934122,0.4224 -190,1990/7/9,3.4,0.1,170.4297348,0,0,2.692168317,0.133841859,0.133841859,0.126047204,0.014385092,36.2771551,0.25473834,0.25473834,0.25473834,0.700802116,0.269123432,0.969925548,0.3888 -191,1990/7/10,3.8,0,167.3549173,0,0,2.952638139,0.122179285,0.122179285,0.115849803,0.013258765,35.9695471,0.247026906,0.247026906,0.247026906,0.670484707,0.260285671,0.930770378,0.3576 -192,1990/7/11,3.7,4.9,168.1002897,1.2,0.870300938,3.7,0.124928558,0.45462762,0.241311227,0.0196527,35.79669508,0.239773055,0.239773055,0.239773055,0.6539363,0.259425754,0.913362054,0.3264 -193,1990/7/12,3.9,0,164.9835042,0,0,3.003032305,0.113753246,0.113753246,0.274485857,0.034059632,35.66535361,0.23576441,0.23576441,0.23576441,0.641591736,0.269824042,0.911415779,0.3264 -194,1990/7/13,4.3,0,161.6122118,0,0,3.268710043,0.102582358,0.102582358,0.097964316,0.015150478,35.3805749,0.232750623,0.232750623,0.232750623,0.615493658,0.247901101,0.863394759,0.3264 -195,1990/7/14,4.3,0,158.2955661,0,0,3.224177847,0.092467832,0.092467832,0.088327884,0.010167977,35.10419472,0.226310697,0.226310697,0.226310697,0.591018756,0.236478674,0.82749743,0.3 -196,1990/7/15,3.9,0,155.3259286,0,0,2.885532783,0.08410473,0.08410473,0.079916797,0.009182509,34.83622597,0.22018338,0.22018338,0.22018338,0.568068926,0.229365889,0.797434816,0.2712 -197,1990/7/16,3.9,0,152.4009306,0,0,2.848527191,0.076470804,0.076470804,0.072678101,0.008341547,34.57670579,0.214356585,0.214356585,0.214356585,0.546554871,0.222698132,0.769253003,0.2712 -198,1990/7/17,4.5,0,149.0916693,0,0,3.240747419,0.06851389,0.06851389,0.065679956,0.007562465,34.32487462,0.208819299,0.208819299,0.208819299,0.52633042,0.216381764,0.742712183,0.2472 -199,1990/7/18,3.6,9,153.2083982,5.4,4.195249201,3.6,0.07852032,1.283271119,0.541611387,0.03360907,34.52747898,0.203544486,0.203544486,0.203544486,0.542551513,0.237153556,0.77970507,0.2232 -200,1990/7/19,3,0,150.9616967,0,0,2.173777343,0.072924104,0.072924104,0.676737558,0.087432985,34.84332958,0.207780614,0.207780614,0.207780614,0.568667576,0.2952136,0.863881176,0.2232 -201,1990/7/20,3.1,0,148.6711521,0,0,2.222992411,0.067552226,0.067552226,0.063509271,0.021449612,34.57493779,0.21450961,0.21450961,0.21450961,0.546410665,0.235959222,0.782369887,0.2472 -202,1990/7/21,3.1,0,146.4092282,0,0,2.199360683,0.062563211,0.062563211,0.058825849,0.006709073,34.31684929,0.20878193,0.20878193,0.20878193,0.525696282,0.215491003,0.741187286,0.2472 -203,1990/7/22,3.3,0,144.0362812,0,0,2.315296016,0.057651009,0.057651009,0.054366084,0.006207342,34.06823032,0.20337797,0.20337797,0.20337797,0.506363023,0.209585312,0.715948335,0.2232 -204,1990/7/23,3.8,0,141.3508001,0,0,2.633011465,0.052469538,0.052469538,0.049838715,0.005709305,33.82808401,0.198267483,0.198267483,0.198267483,0.488252511,0.203976788,0.6922293,0.2232 -205,1990/7/24,4,0,138.5698908,0,0,2.73340541,0.047503921,0.047503921,0.045260675,0.005199072,33.5955337,0.193418889,0.193418889,0.193418889,0.471229878,0.198617961,0.669847838,0.2004 -206,1990/7/25,4.1,0,135.7658657,0,0,2.761139826,0.042885336,0.042885336,0.040928731,0.004707581,33.37006925,0.188804956,0.188804956,0.188804956,0.455198129,0.193512537,0.648710666,0.2004 -207,1990/7/26,3.5,13.7,143.959296,10.2,8.250927314,3.5,0.057496982,2.006569669,0.814445743,0.047445738,33.87702323,0.184407194,0.184407194,0.184407194,0.491898965,0.231852932,0.723751897,0.2004 -208,1990/7/27,3.9,0,141.206294,0,0,2.700800327,0.052201684,0.052201684,1.033744588,0.134598632,34.55997625,0.194400031,0.194400031,0.194400031,0.545191599,0.328998662,0.874190261,0.2472 -209,1990/7/28,4.4,0,138.1570833,0,0,3.002410614,0.046800064,0.046800064,0.044847342,0.028151871,34.28973128,0.208465891,0.208465891,0.208465891,0.523558194,0.236617762,0.760175956,0.2232 -210,1990/7/29,4.7,0,134.9605214,0,0,3.154934257,0.041627614,0.041627614,0.040076429,0.004630181,34.02923857,0.202816026,0.202816026,0.202816026,0.503385174,0.207446207,0.710831381,0.18 -211,1990/7/30,4.2,9.3,139.0772747,5.1,4.165133913,4.2,0.04838062,0.983246706,0.409497242,0.024892239,34.12545073,0.197474395,0.197474395,0.197474395,0.510759472,0.222366635,0.733126107,0.2004 -212,1990/7/31,3,10.9,145.3564525,7.9,6.339521892,3,0.060344146,1.620822254,1.136827222,0.101213759,34.88917002,0.199435456,0.199435456,0.199435456,0.572543383,0.300649215,0.873192598,0.2004 -213,1990/8/1,3.2,0,143.0666656,0,0,2.234051896,0.055735012,0.055735012,0.840376203,0.120208998,35.33375607,0.215498979,0.215498979,0.215498979,0.611289133,0.335707977,0.94699711,0.2712 -214,1990/8/2,3.6,0.7,141.0119839,0,0,2.70283843,0.051843241,0.051843241,0.048623876,0.023947078,35.02360706,0.225264267,0.225264267,0.225264267,0.584037154,0.249211345,0.833248499,0.2004 -215,1990/8/3,3.6,0.2,138.6425349,0,0,2.5218203,0.047628655,0.047628655,0.044993739,0.005137716,34.72800659,0.218419312,0.218419312,0.218419312,0.559013525,0.223557028,0.782570552,0.2004 -216,1990/8/4,3.5,0,136.2384013,0,0,2.360496257,0.043637347,0.043637347,0.041288828,0.004724966,34.44539971,0.212034962,0.212034962,0.212034962,0.535930665,0.216759927,0.752690592,0.18 -217,1990/8/5,3.5,0,133.8679408,0,0,2.330491848,0.039968696,0.039968696,0.037824133,0.004330284,34.17471114,0.206056958,0.206056958,0.206056958,0.514569661,0.210387241,0.724956902,0.1608 -218,1990/8/6,3.7,12.9,141.3143961,9.2,7.498857315,3.7,0.052401957,1.753544642,0.713003293,0.041653009,34.5442469,0.200444879,0.200444879,0.200444879,0.543912412,0.242097888,0.786010301,0.1608 -219,1990/8/7,2.5,23.1,157.3303524,20.6,16.10563598,2.5,0.089679703,4.58404372,2.696516375,0.217273448,36.70411493,0.208134002,0.208134002,0.208134002,0.744782347,0.42540745,1.170189797,0.2712 -220,1990/8/8,2.7,1.6,156.4290832,0,0,2.414131726,0.087137484,0.087137484,2.348917854,0.326314153,38.37094373,0.257353234,0.257353234,0.257353234,0.939442289,0.583667386,1.523109675,0.7128 -221,1990/8/9,2.7,1.5,155.4600605,0,0,2.384553849,0.084468897,0.084468897,0.077369379,0.061692724,37.87183855,0.30063301,0.30063301,0.30063301,0.87710757,0.362325735,1.239433305,0.3576 -222,1990/8/10,2.7,1,154.1323114,0,0,2.246829974,0.080919131,0.080919131,0.074619498,0.008400449,37.41093574,0.287167538,0.287167538,0.287167538,0.822689849,0.295567987,1.118257836,0.3 -223,1990/8/11,2.7,0,152.0911375,0,0,1.965477861,0.075695957,0.075695957,0.070763547,0.008019133,36.98216683,0.275120519,0.275120519,0.275120519,0.774652968,0.283139652,1.05779262,0.2712 -224,1990/8/12,3,0,149.8580375,0,0,2.162805367,0.070294652,0.070294652,0.065992311,0.007512643,36.58057574,0.264241618,0.264241618,0.264241618,0.731825025,0.271754261,1.003579285,0.2232 -225,1990/8/13,3.1,0,147.5812826,0,0,2.21164489,0.065110079,0.065110079,0.061216768,0.00697937,36.2027602,0.254334257,0.254334257,0.254334257,0.693366565,0.261313627,0.954680192,0.2004 -226,1990/8/14,3.2,0,145.2629277,0,0,2.258204713,0.060150103,0.060150103,0.05663939,0.006463286,35.84603341,0.245258391,0.245258391,0.245258391,0.658624567,0.251721678,0.910346245,0.2004 -227,1990/8/15,3.3,1.3,143.8072142,0,0,2.698519875,0.057193677,0.057193677,0.052967011,0.006008617,35.50877389,0.236903704,0.236903704,0.236903704,0.627130238,0.242912322,0.87004256,0.18 -228,1990/8/16,3.1,1.4,142.571569,0,0,2.580868642,0.054776545,0.054776545,0.050519303,0.005701182,35.18996163,0.229193792,0.229193792,0.229193792,0.598525355,0.234894974,0.833420329,0.18 -229,1990/8/17,2.8,0,140.5911839,0,0,1.929311379,0.051073748,0.051073748,0.047835919,0.005424888,34.88747025,0.222071977,0.222071977,0.222071977,0.572399276,0.227496865,0.799896141,0.18 -230,1990/8/18,2.9,0,138.5658412,0,0,1.977845657,0.047496975,0.047496975,0.044553194,0.005072538,34.59910138,0.215462235,0.215462235,0.215462235,0.5483843,0.220534772,0.768919073,0.1608 -231,1990/8/19,3.5,0,136.1627799,0,0,2.359545077,0.043516296,0.043516296,0.041174516,0.004704508,34.3233584,0.209293071,0.209293071,0.209293071,0.526210564,0.213997579,0.740208143,0.1428 -232,1990/8/20,3.6,0,133.7273535,0,0,2.395667269,0.039759137,0.039759137,0.037680217,0.00431611,34.05890233,0.203513019,0.203513019,0.203513019,0.505649306,0.207829129,0.713478435,0.1428 -233,1990/8/21,3.5,0,131.3922089,0,0,2.298739459,0.036405064,0.036405064,0.034458033,0.003946606,33.80490465,0.198077547,0.198077547,0.198077547,0.486533258,0.202024152,0.68855741,0.1428 -234,1990/8/22,3.6,2.3,130.510865,0,0,3.146144209,0.03519971,0.03519971,0.032288323,0.003653609,33.56137686,0.192955422,0.192955422,0.192955422,0.468771539,0.196609031,0.665380569,0.1428 -235,1990/8/23,3.4,0.7,128.7339445,0,0,2.444053846,0.032866654,0.032866654,0.030757951,0.003482978,33.32801067,0.188133951,0.188133951,0.188133951,0.452258093,0.191616929,0.643875022,0.1428 -236,1990/8/24,3.1,0,126.7230917,0,0,1.980475317,0.030377497,0.030377497,0.028596526,0.003259546,33.10338183,0.183595002,0.183595002,0.183595002,0.436820369,0.186854548,0.623674917,0.1428 -237,1990/8/25,3.1,0,124.7379353,0,0,1.957085893,0.028070491,0.028070491,0.026428252,0.00301647,32.88676231,0.179300398,0.179300398,0.179300398,0.422348169,0.182316868,0.604665037,0.126 -238,1990/8/26,2.7,0,123.0262068,0,0,1.685532723,0.026195837,0.026195837,0.024522768,0.002793111,32.67775059,0.175227353,0.175227353,0.175227353,0.40876184,0.178020464,0.586782304,0.126 -239,1990/8/27,2.3,0,121.5796588,0,0,1.421857009,0.024690963,0.024690963,0.022981679,0.002608663,32.47609518,0.171360421,0.171360421,0.171360421,0.395997509,0.173969084,0.569966593,0.126 -240,1990/8/28,2.3,0,120.1473656,0,0,1.409023256,0.023269898,0.023269898,0.021660406,0.002455653,32.28145277,0.167687736,0.167687736,0.167687736,0.383990557,0.17014339,0.554133947,0.126 -241,1990/8/29,2.5,0,118.6085074,0,0,1.517041356,0.021816841,0.021816841,0.020368807,0.002311856,32.09334473,0.164196438,0.164196438,0.164196438,0.372673287,0.166508294,0.539181582,0.126 -242,1990/8/30,2.3,1.9,118.3456172,0,0,2.141314159,0.021576042,0.021576042,0.019540017,0.002193537,31.91174708,0.160871983,0.160871983,0.160871983,0.362009649,0.16306552,0.525075169,0.1428 -243,1990/8/31,2,0,117.1244247,0,0,1.200707292,0.020485199,0.020485199,0.018987447,0.002136501,31.73648559,0.15770847,0.15770847,0.15770847,0.351957403,0.15984497,0.511802374,0.11064 -244,1990/9/1,2.1,0,115.8546516,0,0,1.250374873,0.019398231,0.019398231,0.018007219,0.002037527,31.5667486,0.154697714,0.154697714,0.154697714,0.342441921,0.156735241,0.499177163,0.2232 -245,1990/9/2,2.2,0,114.537764,0,0,1.298567442,0.018320196,0.018320196,0.017032477,0.001928981,31.40218309,0.151821215,0.151821215,0.151821215,0.333419208,0.153750196,0.487169404,0.11064 -246,1990/9/3,2.3,0,113.1752841,0,0,1.345224027,0.017255854,0.017255854,0.016067656,0.001821372,31.24246964,0.149069031,0.149069031,0.149069031,0.324850134,0.150890403,0.475740537,0.126 -247,1990/9/4,2.7,0.2,111.7111957,0,0,1.647920493,0.016167899,0.016167899,0.015100419,0.001714258,31.08730332,0.146432248,0.146432248,0.146432248,0.316698984,0.148146507,0.464845491,0.1428 -248,1990/9/5,2.7,4.7,113.4463175,2,1.752585302,2.7,0.017463533,0.264878231,0.112816214,0.007088796,31.03027637,0.143902606,0.143902606,0.143902606,0.313745771,0.150991402,0.464737173,0.11064 -249,1990/9/6,2.4,8,118.2907786,5.6,4.865987159,2.4,0.021526081,0.755538922,0.432249757,0.034324449,31.27872751,0.142980804,0.142980804,0.142980804,0.326779423,0.177305254,0.504084677,0.1428 -250,1990/9/7,2.4,17.6,131.143265,15.2,12.88854768,2.4,0.036061303,2.347513619,1.308971995,0.104710675,32.34674318,0.147027899,0.147027899,0.147027899,0.387984221,0.251738574,0.639722796,0.2232 -251,1990/9/8,2.7,2.4,130.9121712,0,0,2.595349222,0.035744522,0.035744522,1.199385454,0.165232135,33.26369757,0.165361706,0.165361706,0.165361706,0.447792776,0.330593841,0.778386617,0.3264 -252,1990/9/9,2.8,1.3,129.9044773,0,0,2.27330476,0.03438911,0.03438911,0.031634547,0.03081024,33.04482189,0.182357998,0.182357998,0.182357998,0.432868224,0.213168237,0.646036461,0.2232 -253,1990/9/10,2.7,0,128.1343812,0,0,1.737988099,0.032108008,0.032108008,0.030048938,0.003404828,32.83416868,0.178192712,0.178192712,0.178192712,0.418894853,0.181597539,0.600492393,0.2232 -254,1990/9/11,2.6,1.9,127.6552201,0,0,2.347649338,0.031511845,0.031511845,0.028661663,0.00322462,32.63128768,0.174248509,0.174248509,0.174248509,0.405791176,0.177473129,0.583264305,0.2232 -255,1990/9/12,2,0,126.3529972,0,0,1.272286558,0.029936285,0.029936285,0.027738158,0.003123633,32.43603372,0.170509164,0.170509164,0.170509164,0.393501277,0.173632797,0.567134074,0.1608 -256,1990/9/13,1.9,0,125.1249094,0,0,1.199578994,0.028508816,0.028508816,0.026378665,0.002980879,32.24745294,0.166964863,0.166964863,0.166964863,0.381924314,0.169945741,0.551870056,0.1608 -257,1990/9/14,2.4,0,123.5954545,0,0,1.502647158,0.026807784,0.026807784,0.024985859,0.002830381,32.06503656,0.163591956,0.163591956,0.163591956,0.370994197,0.166422336,0.537416533,0.1428 -258,1990/9/15,2,0,122.3285101,0,0,1.241483215,0.025461111,0.025461111,0.023594937,0.002671282,31.88835301,0.160375887,0.160375887,0.160375887,0.36065437,0.163047169,0.523701539,0.1428 -259,1990/9/16,2.1,0,121.0113144,0,0,1.293076769,0.024118996,0.024118996,0.022384732,0.002532535,31.71717776,0.157304191,0.157304191,0.157304191,0.350864172,0.159836727,0.510700899,0.126 -260,1990/9/17,2.3,0,119.584629,0,0,1.403955551,0.022729826,0.022729826,0.021158237,0.002397237,31.55112762,0.154368562,0.154368562,0.154368562,0.34157694,0.1567658,0.49834274,0.11064 -261,1990/9/18,2.1,0,118.2924028,0,0,1.270698616,0.02152756,0.02152756,0.019981829,0.002262978,31.38991347,0.151558424,0.151558424,0.151558424,0.332754398,0.153821402,0.4865758,0.11064 -262,1990/9/19,1.7,0,117.250957,0,0,1.020849721,0.020596131,0.020596131,0.019006797,0.002146491,31.23341571,0.148865273,0.148865273,0.148865273,0.324369835,0.151011764,0.475381599,0.11064 -263,1990/9/20,1.5,0,116.3362114,0,0,0.894940674,0.019804887,0.019804887,0.018223898,0.002053231,31.08152469,0.146283778,0.146283778,0.146283778,0.316398696,0.148337009,0.464735706,0.11064 -264,1990/9/21,1.4,0,115.4867539,0,0,0.830365406,0.019092083,0.019092083,0.01754277,0.001974175,30.93406206,0.143809006,0.143809006,0.143809006,0.308814408,0.145783181,0.45459759,0.11064 -265,1990/9/22,1.7,0,114.4665423,0,0,1.001948291,0.018263289,0.018263289,0.016855419,0.001899424,30.7907648,0.141435137,0.141435137,0.141435137,0.301587816,0.143334561,0.444922377,0.11064 -266,1990/9/23,1.8,0,113.3957884,0,0,1.053329312,0.017424664,0.017424664,0.01610562,0.001817697,30.65133576,0.139155267,0.139155267,0.139155267,0.29468993,0.140972964,0.435662894,0.11064 -267,1990/9/24,2,0,112.2179625,0,0,1.161287765,0.016538071,0.016538071,0.015331906,0.001732897,30.51553365,0.136962256,0.136962256,0.136962256,0.288096264,0.138695153,0.426791418,0.11064 -268,1990/9/25,2.2,0,110.9359178,0,0,1.266430229,0.01561445,0.01561445,0.014519342,0.001643991,30.38311922,0.134850132,0.134850132,0.134850132,0.281783905,0.136494123,0.418278027,0.11064 -269,1990/9/26,2,0,109.7797542,0,0,1.141346332,0.014817358,0.014817358,0.013738074,0.001554843,30.25393539,0.132813198,0.132813198,0.132813198,0.275735107,0.134368041,0.410103148,0.11064 -270,1990/9/27,1.5,2.1,110.2936796,0.6,0.529092992,1.5,0.015167549,0.086074557,0.041489242,0.003055228,30.15509277,0.130847234,0.130847234,0.130847234,0.27117909,0.133902461,0.405081551,0.11064 -271,1990/9/28,1.5,0,109.4261488,0,0,0.85295062,0.01458019,0.01458019,0.049219775,0.006197738,30.06652069,0.129357116,0.129357116,0.129357116,0.267148971,0.135554854,0.402703825,0.11064 -272,1990/9/29,1.6,1.2,109.1851851,0,0,1.426543317,0.014420321,0.014420321,0.013059007,0.002297731,29.94587354,0.128032166,0.128032166,0.128032166,0.261738325,0.130329897,0.392068222,0.126 -273,1990/9/30,1.3,0.9,108.9447761,0,0,1.126146858,0.01426222,0.01426222,0.012915823,0.001440448,29.8284728,0.126243037,0.126243037,0.126243037,0.256559602,0.127683485,0.384243087,0.126 -274,1990/10/1,1.1,0.8,108.7612855,0,0,0.969348054,0.014142487,0.014142487,0.012788692,0.001425459,29.71418195,0.124519265,0.124519265,0.124519265,0.251598803,0.125944723,0.377543527,0.126 -275,1990/10/2,1.1,0,108.1284621,0,0,0.619087672,0.013735707,0.013735707,0.01256752,0.001406732,29.60276825,0.122857368,0.122857368,0.122857368,0.246838593,0.1242641,0.371102694,0.1428 -276,1990/10/3,1.1,4.3,110.9380955,3.2,2.825249318,1.1,0.015615983,0.390366665,0.161168502,0.009645391,29.63690034,0.121252617,0.121252617,0.121252617,0.248289021,0.130898008,0.379187029,0.1428 -277,1990/10/4,1.1,0,110.2940211,0,0,0.628906624,0.015167783,0.015167783,0.203089434,0.026359015,29.71030069,0.121742639,0.121742639,0.121742639,0.251431724,0.148101654,0.399533378,0.1428 -278,1990/10/5,1.1,0,109.653277,0,0,0.626011919,0.014732176,0.014732176,0.013478897,0.005932399,29.59986525,0.122801211,0.122801211,0.122801211,0.246715552,0.12873361,0.375449162,0.1608 -279,1990/10/6,1.2,0,108.959374,0,0,0.679631209,0.014271781,0.014271781,0.013077057,0.00146825,29.49197521,0.121211005,0.121211005,0.121211005,0.242178099,0.122679255,0.364857354,0.1608 -280,1990/10/7,1.5,0,108.1009187,0,0,0.844737055,0.013718217,0.013718217,0.01262589,0.001420458,29.38646592,0.119671709,0.119671709,0.119671709,0.237806895,0.121092167,0.358899061,0.1428 -281,1990/10/8,1.7,0,107.136847,0,0,0.950954504,0.013117171,0.013117171,0.012108923,0.001365158,29.28316499,0.118179934,0.118179934,0.118179934,0.233589785,0.119545092,0.353134877,0.1428 -282,1990/10/9,1.7,0,106.1801392,0,0,0.944166135,0.012541736,0.012541736,0.0115781,0.001306176,29.18195786,0.116732298,0.116732298,0.116732298,0.229517529,0.118038473,0.347556003,0.126 -283,1990/10/10,1.9,0,105.1209672,0,0,1.047243578,0.011928419,0.011928419,0.011045242,0.001247498,29.08274742,0.11532633,0.11532633,0.11532633,0.225582011,0.116573829,0.342155839,0.126 -284,1990/10/11,1.7,0,104.1796904,0,0,0.929873008,0.011403735,0.011403735,0.010528275,0.001188559,28.98545921,0.113959883,0.113959883,0.113959883,0.221776362,0.115148442,0.336924804,0.09672 -285,1990/10/12,1.5,0,103.3538406,0,0,0.814891029,0.010958754,0.010958754,0.01008755,0.001136795,28.89008152,0.112631179,0.112631179,0.112631179,0.218096425,0.113767974,0.331864399,0.072 -286,1990/10/13,1.5,0,102.533643,0,0,0.809667003,0.01053068,0.01053068,0.009693747,0.001091728,28.79657737,0.111339347,0.111339347,0.111339347,0.214537242,0.112431074,0.326968316,0.11064 -287,1990/10/14,1.5,0,101.7190649,0,0,0.804459155,0.010118887,0.010118887,0.009314913,0.001049078,28.70488244,0.110083198,0.110083198,0.110083198,0.211093037,0.111132276,0.322225313,0.11064 -288,1990/10/15,1.4,2.9,103.0547892,1.5,1.346525326,1.4,0.010801092,0.164275766,0.070014166,0.004400478,28.67382123,0.108861217,0.108861217,0.108861217,0.209936598,0.113261696,0.323198293,0.11064 -289,1990/10/16,1.2,0.7,102.774306,0,0,0.969828304,0.010654873,0.010654873,0.087152785,0.011237451,28.65999982,0.108449484,0.108449484,0.108449484,0.209423675,0.119686935,0.32911061,0.1428 -290,1990/10/17,0.9,21.5,120.8284771,20.6,18.07810835,0.9,0.023937266,2.545828919,1.011233117,0.058524216,29.53549929,0.108266631,0.108266631,0.108266631,0.244000286,0.166790848,0.410791134,0.1608 -291,1990/10/18,0.8,1.9,121.7456684,1.1,0.94205136,0.8,0.024860063,0.182808703,1.357619973,0.172814401,30.71555927,0.120290988,0.120290988,0.120290988,0.297850977,0.293105389,0.590956365,0.2712 -292,1990/10/19,0.7,0,121.2906522,0,0,0.430617367,0.024398774,0.024398774,0.101940286,0.042673793,30.66033753,0.137969306,0.137969306,0.137969306,0.295131329,0.180643099,0.475774428,0.2232 -293,1990/10/20,0.6,0.8,121.4373514,0.2,0.171245935,0.6,0.024546741,0.053300805,0.033378048,0.004942599,30.54147242,0.13710309,0.13710309,0.13710309,0.289346254,0.142045689,0.431391943,0.18 -294,1990/10/21,0.8,0.8,121.4128295,0,0,0.8,0.024521957,0.024521957,0.036600241,0.004357511,30.42934964,0.135251746,0.135251746,0.135251746,0.283974766,0.139609257,0.423584023,0.18 -295,1990/10/22,0.8,0.6,121.2655611,0,0,0.72289483,0.024373538,0.024373538,0.02201112,0.002788363,30.30669032,0.133521846,0.133521846,0.133521846,0.278192289,0.136310209,0.414502499,0.1608 -296,1990/10/23,1,0,120.6288712,0,0,0.612949767,0.023740121,0.023740121,0.021685921,0.002425201,30.18736402,0.131647547,0.131647547,0.131647547,0.272659766,0.134072749,0.406732514,0.1608 -297,1990/10/24,0.9,0,120.0561542,0,0,0.549535353,0.02318167,0.02318167,0.021145465,0.002369225,30.07100016,0.129842286,0.129842286,0.129842286,0.267351608,0.132211512,0.39956312,0.1428 -298,1990/10/25,0.9,0.1,119.5466752,0,0,0.58678526,0.022693765,0.022693765,0.020670732,0.002314045,29.95751344,0.128098941,0.128098941,0.128098941,0.262256399,0.130412985,0.392669385,0.1428 -299,1990/10/26,1,2.4,120.7256114,1.4,1.202771763,1,0.023835506,0.221063742,0.09880009,0.006629338,29.9220479,0.126414867,0.126414867,0.126414867,0.26068049,0.133044205,0.393724695,0.126 -300,1990/10/27,0.9,0,120.1524624,0,0,0.549874131,0.023274836,0.023274836,0.120811242,0.015425306,29.90866323,0.12589184,0.12589184,0.12589184,0.260087758,0.141317146,0.401404904,0.1428 -301,1990/10/28,0.6,0,119.7641043,0,0,0.365457179,0.022900972,0.022900972,0.020799639,0.004652046,29.79984801,0.125694852,0.125694852,0.125694852,0.255309706,0.130346898,0.385656604,0.1428 -302,1990/10/29,0.7,0,119.3164066,0,0,0.425221774,0.022475962,0.022475962,0.020442953,0.002285178,29.69367543,0.124101535,0.124101535,0.124101535,0.250717067,0.126386714,0.377103781,0.1428 -303,1990/10/30,0.7,0,118.8703524,0,0,0.423995341,0.022058815,0.022058815,0.020063551,0.002243453,29.59000197,0.122560869,0.122560869,0.122560869,0.246297878,0.124804322,0.371102201,0.1428 -304,1990/10/31,0.8,0,118.3656865,0,0,0.483071537,0.02159435,0.02159435,0.019669423,0.002200607,29.48869968,0.121069699,0.121069699,0.121069699,0.242041416,0.123270306,0.365311722,0.1428 -305,1990/11/1,0.7,0,117.9231111,0,0,0.421381872,0.021193502,0.021193502,0.01927654,0.002156115,29.38966302,0.119625196,0.119625196,0.119625196,0.237938396,0.121781311,0.359719707,0.1428 -306,1990/11/2,0.6,0,117.5420488,0,0,0.360209183,0.020853159,0.020853159,0.018939682,0.002116608,29.29284529,0.118224941,0.118224941,0.118224941,0.233982358,0.120341549,0.354323907,0.1428 -307,1990/11/3,0.6,0,117.1622242,0,0,0.359306341,0.020518288,0.020518288,0.018635535,0.00208198,29.19818183,0.116867414,0.116867414,0.116867414,0.230166403,0.118949394,0.349115798,0.1428 -308,1990/11/4,0.8,0,116.6644546,0,0,0.477683569,0.020085963,0.020085963,0.018295648,0.002046289,29.10554685,0.115550895,0.115550895,0.115550895,0.226481519,0.117597184,0.344078704,0.1428 -309,1990/11/5,0.7,0,116.2280671,0,0,0.416674601,0.019712975,0.019712975,0.017929999,0.002005509,29.01483002,0.114272875,0.114272875,0.114272875,0.222919708,0.116278384,0.339198092,0.1428 -310,1990/11/6,0.6,0,115.8524905,0,0,0.35618016,0.019396421,0.019396421,0.017616607,0.001968749,28.92600134,0.113031135,0.113031135,0.113031135,0.219476422,0.114999884,0.334476306,0.1428 -311,1990/11/7,0.6,0,115.4781226,0,0,0.355282898,0.019084947,0.019084947,0.017333715,0.001936539,28.83901305,0.111824609,0.111824609,0.111824609,0.216146618,0.113761149,0.329907766,0.1428 -312,1990/11/8,0.7,0,115.0460235,0,0,0.413368743,0.018730431,0.018730431,0.017036383,0.001904387,28.7537775,0.110652023,0.110652023,0.110652023,0.212923958,0.112556411,0.325480369,0.1428 -313,1990/11/9,0.6,0,114.6742432,0,0,0.353350667,0.01842964,0.01842964,0.016738545,0.001870622,28.67022463,0.109511609,0.109511609,0.109511609,0.209803027,0.111382231,0.321185258,0.1428 -314,1990/11/10,0.6,0,114.3036521,0,0,0.352457355,0.018133671,0.018133671,0.016469739,0.001840016,28.58831644,0.108401881,0.108401881,0.108401881,0.206779803,0.110241896,0.317021699,0.1608 -315,1990/11/11,0.6,0,113.9342444,0,0,0.351565296,0.017842445,0.017842445,0.01620524,0.001810466,28.50799384,0.107321817,0.107321817,0.107321817,0.203849656,0.109132282,0.312981939,0.1608 -316,1990/11/12,0.8,0,113.4494008,0,0,0.467377711,0.017465907,0.017465907,0.01590943,0.001779415,28.4291664,0.106270147,0.106270147,0.106270147,0.201007015,0.108049561,0.309056577,0.1608 -317,1990/11/13,0.8,1.1,113.6939771,0.3,0.262231412,0.8,0.017655046,0.055423634,0.030716361,0.002584201,28.36636261,0.10524523,0.10524523,0.10524523,0.198765385,0.107829432,0.306594817,0.1608 -318,1990/11/14,0.7,0,113.2682893,0,0,0.408360952,0.017326895,0.017326895,0.034829301,0.004258462,28.30889359,0.104433723,0.104433723,0.104433723,0.196732039,0.108692184,0.305424223,0.1608 -319,1990/11/15,0.7,0,112.8441248,0,0,0.40715972,0.017004792,0.017004792,0.015466943,0.002174942,28.23394974,0.103695072,0.103695072,0.103695072,0.194105871,0.105870014,0.299975884,0.2004 -320,1990/11/16,0.6,1.3,113.4392059,0.7,0.612539216,0.6,0.017458058,0.104918842,0.050039031,0.003633986,28.19400826,0.102737434,0.102737434,0.102737434,0.192717947,0.106371419,0.299089366,0.18 -321,1990/11/17,0.3,0,113.2470503,0,0,0.174844936,0.017310651,0.017310651,0.059813081,0.007532015,28.16435812,0.102229647,0.102229647,0.102229647,0.191692868,0.109761662,0.30145453,0.1608 -322,1990/11/18,0.4,0,112.9971605,0,0,0.232769435,0.017120447,0.017120447,0.015504436,0.002760162,28.09248981,0.101853858,0.101853858,0.101853858,0.189226599,0.10461402,0.293840619,0.1608 -323,1990/11/19,0.5,0,112.6898732,0,0,0.290398413,0.016888852,0.016888852,0.015316899,0.001709205,28.02192361,0.100947088,0.100947088,0.100947088,0.18683019,0.102656293,0.289486483,0.1608 -324,1990/11/20,0.6,1.3,113.2853106,0.7,0.612777329,0.6,0.017339922,0.104562593,0.049839739,0.003616049,27.98619927,0.100062371,0.100062371,0.100062371,0.185626448,0.10367842,0.289304868,0.1608 -325,1990/11/21,0.5,0.2,113.0934584,0,0,0.374658667,0.017193545,0.017193545,0.059586942,0.007504473,27.96063392,0.099616599,0.099616599,0.099616599,0.184768894,0.107121072,0.291889966,0.1608 -326,1990/11/22,0.3,0,112.9019837,0,0,0.174426264,0.017048445,0.017048445,0.015416861,0.002746621,27.89283885,0.099298464,0.099298464,0.099298464,0.182510391,0.102045085,0.284555475,0.18 -327,1990/11/23,0.2,0.5,113.1473436,0.3,0.262594476,0.2,0.017234558,0.054640082,0.030196003,0.00253169,27.84070429,0.098458337,0.098458337,0.098458337,0.180788909,0.100990027,0.281778936,0.18 -328,1990/11/24,0.3,0,112.9557629,0,0,0.17449156,0.0170891,0.0170891,0.034339732,0.004196404,27.79361439,0.09781574,0.09781574,0.09781574,0.179245372,0.102012143,0.281257515,0.18 -329,1990/11/25,0.4,4.1,116.1621027,3.7,3.225996845,0.4,0.01965708,0.493660235,0.20367278,0.012612498,27.91139863,0.097237902,0.097237902,0.097237902,0.183126441,0.1098504,0.292976841,0.126 -330,1990/11/26,0.2,1.1,116.9224801,0.9,0.780686544,0.2,0.020309145,0.139622601,0.304414424,0.035974145,28.12418965,0.098687826,0.098687826,0.098687826,0.190311224,0.13466197,0.324973195,0.1608 -331,1990/11/27,0.1,3.4,119.7485035,3.3,2.84890944,0.1,0.022886054,0.473976614,0.257763142,0.025476912,28.28732581,0.101346334,0.101346334,0.101346334,0.195973319,0.126823246,0.322796565,0.18 -332,1990/11/28,0.1,1.6,121.0122068,1.5,1.287823198,0.1,0.024119886,0.236296688,0.332671934,0.038237167,28.51916155,0.103418827,0.103418827,0.103418827,0.204255015,0.141655994,0.345911009,0.18 -333,1990/11/29,0.1,0,120.9268681,0,0,0.061303816,0.024034924,0.024034924,0.128802687,0.021773796,28.5490375,0.106415924,0.106415924,0.106415924,0.205342663,0.12818972,0.333532382,0.1608 -334,1990/11/30,0,0,120.902857,0,0,0,0.024011063,0.024011063,0.021622004,0.004906433,28.47481684,0.10680661,0.10680661,0.10680661,0.202649279,0.111713044,0.314362323,0.1608 -335,1990/12/1,0,0,120.8788698,0,0,0,0.023987244,0.023987244,0.021600545,0.002400865,28.40221283,0.105837914,0.105837914,0.105837914,0.200042465,0.108238779,0.308281244,0.1608 -336,1990/12/2,0.1,0,120.7937149,0,0,0.061251987,0.023902838,0.023902838,0.02155517,0.002397153,28.33114702,0.104896405,0.104896405,0.104896405,0.197517382,0.107293558,0.304810941,0.1608 -337,1990/12/3,0.4,1.6,121.7964722,1.2,1.027669256,0.4,0.024911998,0.197242742,0.089998908,0.006196078,28.32772996,0.103980652,0.103980652,0.103980652,0.197396626,0.11017673,0.307573356,0.1428 -338,1990/12/4,0.4,9,129.0420548,8.6,7.278844623,0.4,0.033262059,1.354417436,0.634716571,0.04307977,28.84982506,0.103936764,0.103936764,0.103936764,0.216558233,0.147016534,0.363574766,0.1608 -339,1990/12/5,0.3,0.6,129.259665,0.3,0.251153842,0.3,0.03354361,0.082389768,0.716399302,0.093872875,29.43712412,0.110797287,0.110797287,0.110797287,0.239897531,0.204670162,0.444567693,0.3 -340,1990/12/6,0.2,0,129.0974709,0,0,0.128860534,0.033333578,0.033333578,0.054768757,0.022164787,29.37351267,0.118894512,0.118894512,0.118894512,0.237274716,0.141059299,0.378334014,0.2472 -341,1990/12/7,0.5,0.8,129.3149673,0.3,0.251111937,0.5,0.033615465,0.082503529,0.049427198,0.004991215,29.30640444,0.117997711,0.117997711,0.117997711,0.234533139,0.122988926,0.357522065,0.2004 -342,1990/12/8,0.7,6.2,133.8453046,5.5,4.570272186,0.7,0.039934895,0.969662709,0.424768529,0.027143514,29.60144723,0.11705686,0.11705686,0.11705686,0.246782597,0.144200373,0.39098297,0.18 -343,1990/12/9,0.5,0,133.4755098,0,0,0.330408922,0.03938594,0.03938594,0.505145361,0.066083426,29.96522613,0.12123368,0.12123368,0.12123368,0.262600142,0.187317106,0.449917247,0.2004 -344,1990/12/10,0.6,0,133.0411497,0,0,0.395611166,0.038748873,0.038748873,0.035195641,0.01489651,29.86862914,0.126528815,0.126528815,0.126528815,0.258321447,0.141425325,0.399746772,0.18 -345,1990/12/11,0.7,4.8,136.3709542,4.1,3.37365461,0.7,0.043850182,0.770195572,0.323867556,0.019937605,30.0511491,0.125106968,0.125106968,0.125106968,0.266454563,0.145044573,0.411499136,0.18 -346,1990/12/12,0.6,7.1,141.5920232,6.5,5.273988175,0.6,0.052919116,1.278930941,0.894176631,0.079559429,30.77245446,0.127803214,0.127803214,0.127803214,0.300674486,0.207362643,0.508037129,0.2004 -347,1990/12/13,0.5,11.2,149.9994387,10.7,8.478042742,0.5,0.070627231,2.292584489,1.55153092,0.144142605,32.09035554,0.138865852,0.138865852,0.138865852,0.37249569,0.283008458,0.655504147,0.2232 -348,1990/12/14,0.4,6.2,154.4056757,5.8,4.487876998,0.4,0.081640022,1.393763024,1.708202878,0.197574173,33.49532986,0.160819547,0.160819547,0.160819547,0.46404811,0.35839372,0.82244183,0.3264 -349,1990/12/15,0.5,3.6,156.6854311,3.1,2.367609972,0.5,0.087854615,0.820244643,1.027790376,0.137388556,34.19390119,0.186841304,0.186841304,0.186841304,0.516060343,0.32422986,0.840290203,0.3576 -350,1990/12/16,0.3,7.1,161.6994232,6.8,5.116851929,0.3,0.102859794,1.786007865,1.119791862,0.109987125,34.93784891,0.2008391,0.2008391,0.2008391,0.576683244,0.310826225,0.887509469,0.3576 -351,1990/12/17,0.3,2.7,163.3719553,2.4,1.780829956,0.3,0.108297859,0.727467903,1.189179373,0.143975519,35.69885926,0.216553173,0.216553173,0.216553173,0.644722201,0.360528692,1.005250892,0.4968 -352,1990/12/18,0.1,0.1,163.2640152,0,0,0.1,0.107940096,0.107940096,0.409946523,0.071632881,35.69770816,0.23351682,0.23351682,0.23351682,0.644614441,0.305149701,0.949764142,0.4584 -353,1990/12/19,0.1,0.4,163.3775551,0.3,0.221856325,0.1,0.108316446,0.186460121,0.128169236,0.019824375,35.43862735,0.233490467,0.233490467,0.233490467,0.620740514,0.253314842,0.874055356,0.3264 -354,1990/12/20,0.2,1,163.8584882,0.8,0.590855409,0.2,0.109922266,0.319066858,0.220206841,0.020630642,35.2799596,0.227613022,0.227613022,0.227613022,0.606487612,0.248243663,0.854731276,0.3 -355,1990/12/21,0.3,2.7,165.5072559,2.4,1.76434058,0.3,0.115572878,0.751232298,0.457908128,0.039828699,35.3492555,0.224066154,0.224066154,0.224066154,0.612678382,0.263894853,0.876573236,0.2712 -356,1990/12/22,0.2,0,165.2393146,0,0,0.153302189,0.114639098,0.114639098,0.424591965,0.056053014,35.38368404,0.225610305,0.225610305,0.225610305,0.615773725,0.281663319,0.897437044,0.2712 -357,1990/12/23,0.3,3,167.0900324,2.7,1.971931829,0.3,0.121214032,0.849282203,0.393431652,0.035097403,35.38738846,0.226380311,0.226380311,0.226380311,0.616107551,0.261477714,0.877585265,0.2472 -358,1990/12/24,0.5,2.7,168.5582322,2.2,1.594841826,0.5,0.126642096,0.73180027,0.717937015,0.07368497,35.68807547,0.226463273,0.226463273,0.226463273,0.643713271,0.300148243,0.943861514,0.2712 -359,1990/12/25,0.5,0.1,168.1230594,0,0,0.410159491,0.125013316,0.125013316,0.418879546,0.061246723,35.69579012,0.233270024,0.233270024,0.233270024,0.644434918,0.294516747,0.938951665,0.2712 -360,1990/12/26,0.4,0,167.6900065,0,0,0.309643642,0.123409181,0.123409181,0.11187819,0.019622709,35.42189085,0.233446561,0.233446561,0.233446561,0.61922403,0.25306927,0.872293301,0.2232 -361,1990/12/27,0.6,1.1,167.9282101,0.5,0.362493062,0.6,0.124289491,0.261796429,0.165744869,0.015397431,35.21421066,0.227237014,0.227237014,0.227237014,0.600662069,0.242634445,0.843296514,0.2472 -362,1990/12/28,0.6,3.1,169.6021607,2.5,1.804569361,0.6,0.130618764,0.826049403,0.458552343,0.03693279,35.28815408,0.222608035,0.222608035,0.222608035,0.607216959,0.259540825,0.866757784,0.2232 -363,1990/12/29,0.6,6.4,173.587173,5.8,4.131742121,0.6,0.146729789,1.814987668,1.134172573,0.097657154,35.97551295,0.22424836,0.22424836,0.22424836,0.671062062,0.321905515,0.992967577,0.2712 -364,1990/12/30,0.5,15.8,183.9113884,15.3,10.52019553,0.5,0.195980178,4.975784648,2.882315338,0.239214311,38.1822875,0.239912273,0.239912273,0.239912273,0.915453056,0.479126584,1.39457964,0.3264 -365,1990/12/31,0.5,3.7,185.8363441,3.2,2.131432672,0.5,0.206476942,1.275044271,3.0160487,0.379068429,40.27989458,0.295491359,0.295491359,0.295491359,1.213932983,0.674559788,1.888492771,1.1064 -366,1991/1/1,0,0.3,185.8286939,0.3,0.198784125,0,0.206434351,0.307650226,0.765323775,0.149917613,40.20028655,0.356317474,0.356317474,0.356317474,1.201249283,0.506235087,1.70748437,1.0776 -367,1991/1/2,0,2.1,187.0026435,2.1,1.387002571,0,0.213052987,0.926050417,0.521214249,0.055748538,39.91814949,0.353858802,0.353858802,0.353858802,1.15721011,0.409607341,1.566817451,0.8496 -368,1991/1/3,0,3.1,188.8095863,3.1,2.030514935,0,0.223572132,1.293057198,0.97844922,0.093367282,40.06230617,0.345242604,0.345242604,0.345242604,1.179535147,0.438609886,1.618145033,0.7968 -369,1991/1/4,0.1,3.1,190.5211702,3,1.94550045,0.1,0.233916567,1.288416118,1.161917763,0.124875317,40.3488393,0.349626057,0.349626057,0.349626057,1.22501069,0.474501374,1.699512064,0.7464 -370,1991/1/5,0.2,0,190.1225157,0,0,0.167180886,0.231473568,0.231473568,0.741977947,0.105696567,40.24147629,0.358456652,0.358456652,0.358456652,1.207797606,0.464153219,1.671950825,0.7968 -371,1991/1/6,0.1,0,189.8094463,0,0,0.083500015,0.229569432,0.229569432,0.207573884,0.035571391,39.68265924,0.355129418,0.355129418,0.355129418,1.121520354,0.390700809,1.512221163,0.696 -372,1991/1/7,0.1,0.2,189.6456967,0.1,0.064828937,0.1,0.228578501,0.263749564,0.220117006,0.023729658,39.19092005,0.338166568,0.338166568,0.338166568,1.050022759,0.361896226,1.411918985,0.648 -373,1991/1/8,0.3,7.1,193.7490367,6.8,4.357809269,0.3,0.254469261,2.696659993,1.19861412,0.079374044,39.60351966,0.323725634,0.323725634,0.323725634,1.109740148,0.403099678,1.512839825,0.648 -374,1991/1/9,0.3,3.4,195.4361112,3.1,1.952848218,0.3,0.265773712,1.412925494,1.919792218,0.212793877,40.59401158,0.335812013,0.335812013,0.335812013,1.26511231,0.54860589,1.8137182,0.7464 -375,1991/1/10,0.3,9.8,200.9815006,9.5,5.851193654,0.3,0.30580425,3.954610596,2.275849151,0.21222305,41.7635635,0.366138065,0.366138065,0.366138065,1.472435295,0.578361115,2.05079641,0.8496 -376,1991/1/11,0.3,4.4,203.1228444,4.1,2.463842996,0.3,0.322499167,1.958656171,2.770550631,0.321672877,43.17659365,0.404407686,0.404407686,0.404407686,1.761928168,0.726080563,2.488008731,1.2 -377,1991/1/12,0.2,6.4,206.4313213,6.2,3.658202955,0.2,0.349726065,2.891523109,2.131364934,0.239882773,43.84645352,0.45435708,0.45435708,0.45435708,1.915862147,0.694239853,2.610102,1.272 -378,1991/1/13,0,0,206.0845328,0,0,0,0.346788494,0.346788494,1.59694963,0.22229319,43.97595459,0.479511065,0.479511065,0.479511065,1.946959621,0.701804255,2.648763876,0.8496 -379,1991/1/14,0,0,205.7406378,0,0,0,0.343895041,0.343895041,0.310966437,0.064628533,43.03958199,0.48448624,0.48448624,0.48448624,1.731825276,0.549114774,2.280940049,0.696 -380,1991/1/15,0,0,205.399593,0,0,0,0.341044755,0.341044755,0.308379385,0.034361075,42.23357406,0.449330749,0.449330749,0.449330749,1.563718068,0.483691824,2.047409891,0.552 -381,1991/1/16,0,0,205.0613563,0,0,0,0.338236712,0.338236712,0.305830818,0.034076464,41.53096246,0.420562366,0.420562366,0.420562366,1.429004787,0.45463883,1.883643618,0.696 -382,1991/1/17,0,0,204.7258863,0,0,0,0.335470014,0.335470014,0.303319914,0.033796069,40.91204594,0.396579233,0.396579233,0.396579233,1.318815663,0.430375302,1.749190965,0.744 -383,1991/1/18,0.1,0,204.306849,0,0,0.086997676,0.332039683,0.332039683,0.300567686,0.033504345,40.36178911,0.376276571,0.376276571,0.376276571,1.227101084,0.409780915,1.636882,0.768 -384,1991/1/19,0.4,3.8,205.9624585,3.4,2.001368656,0.4,0.345759158,1.744390502,0.856853546,0.064245434,40.35198408,0.358859472,0.358859472,0.358859472,1.225518048,0.423104906,1.648622954,0.696 -385,1991/1/20,0.5,0.1,205.2734807,0,0,0.448982178,0.339995589,0.339995589,1.015076938,0.126955133,40.47938987,0.358554445,0.358554445,0.358554445,1.246225595,0.485509577,1.731735172,0.696 -386,1991/1/21,0.3,1,205.3444677,0.7,0.411572859,0.3,0.340585832,0.629012973,0.420186387,0.056907235,40.07983399,0.362532408,0.362532408,0.362532408,1.182274675,0.419439643,1.601714318,0.5568 -387,1991/1/22,0.4,4.3,207.2648475,3.9,2.277248338,0.4,0.356868517,1.979620179,1.099734685,0.089138306,40.31083653,0.350161732,0.350161732,0.350161732,1.218893875,0.439300038,1.658193913,0.648 -388,1991/1/23,0.6,0.3,206.6506215,0,0,0.562632068,0.351594003,0.351594003,1.138427242,0.146297634,40.5488917,0.357276392,0.357276392,0.357276392,1.257648465,0.503574027,1.761222492,1.14 -389,1991/1/24,0.2,0.1,206.2153,0,0,0.187427636,0.347893857,0.347893857,0.314972672,0.054279507,40.05083487,0.364715686,0.364715686,0.364715686,1.177745185,0.418995193,1.596740378,1.464 -390,1991/1/25,0.1,0,205.7837126,0,0,0.087331024,0.344256396,0.344256396,0.311667307,0.034753192,39.60222906,0.349275795,0.349275795,0.349275795,1.109548919,0.384028988,1.493577907,0.9624 -391,1991/1/26,0.3,7.7,209.6830022,7.4,4.277545016,0.3,0.378255331,3.500710315,1.556941291,0.103752486,40.28085703,0.335773713,0.335773713,0.335773713,1.214087029,0.439526199,1.653613228,0.9624 -392,1991/1/27,0.4,14.3,216.9459792,13.9,7.711736208,0.4,0.448759233,6.637023025,4.389791979,0.381685009,43.24897879,0.356347274,0.356347274,0.356347274,1.778017493,0.738032283,2.516049776,1.332 -393,1991/1/28,0.2,0.5,216.6622631,0.3,0.162104364,0.2,0.445820461,0.583716096,3.581667436,0.493842412,45.06173574,0.45702871,0.45702871,0.45702871,2.2259392,0.950871122,3.176810322,1.92 -394,1991/1/29,0.4,2.4,217.2891345,2,1.079205832,0.4,0.452334479,1.373128647,0.837240271,0.14709327,44.37979682,0.527661843,0.527661843,0.527661843,2.04684103,0.674755113,2.721596143,1.764 -395,1991/1/30,0.4,2.7,218.0628593,2.3,1.23420459,0.4,0.460479805,1.526275215,1.296323745,0.13136394,44.17959053,0.50023787,0.50023787,0.50023787,1.996767905,0.63160181,2.628369715,1.68 -396,1991/1/31,0.2,0,217.4294175,0,0,0.179639074,0.453802632,0.453802632,0.949915235,0.127280616,43.73292565,0.492383947,0.492383947,0.492383947,1.88896406,0.619664562,2.508628622,1.404 -397,1991/2/1,0.4,2.8,218.2530839,2.4,1.286166727,0.4,0.462500333,1.576333606,0.851932781,0.082668737,43.27598475,0.475179662,0.475179662,0.475179662,1.784053346,0.557848399,2.341901745,1.332 -398,1991/2/2,0.8,3.4,219.1644746,2.6,1.38367079,0.8,0.472280109,1.68860932,1.463060186,0.146858453,43.38782942,0.458028329,0.458028329,0.458028329,1.80924385,0.604886782,2.414130631,1.464 -399,1991/2/3,0.6,0.2,218.3409579,0,0,0.560080591,0.463436117,0.463436117,1.035684123,0.140644303,43.13332603,0.462184862,0.462184862,0.462184862,1.752372368,0.602829165,2.355201533,1.836 -400,1991/2/4,0.7,16.6,226.0074162,15.9,8.217607649,0.7,0.551149353,8.233541704,3.48705038,0.231346859,44.89282577,0.452765473,0.452765473,0.452765473,2.180316114,0.684112332,2.864428446,1.272 -401,1991/2/5,0.8,15.3,232.4151471,14.5,7.042027181,0.8,0.634296334,8.092269153,7.354370749,0.728611027,49.13839685,0.520771589,0.520771589,0.520771589,3.629571263,1.249382616,4.878953879,2.784 -402,1991/2/6,0.7,4.9,233.7297436,4.2,1.967137527,0.7,0.652540957,2.88540343,5.225816656,0.69660298,50.71211519,0.71449867,0.71449867,0.71449867,4.366596988,1.41110165,5.777698638,4.848 -403,1991/2/7,0.8,1.3,233.3161587,0.5,0.233171118,0.8,0.646756039,0.913584921,1.817800274,0.306670112,49.52780664,0.797845906,0.797845906,0.797845906,3.799954732,1.104516018,4.90447075,4.608 -404,1991/2/8,0.8,2.2,233.3234746,1.4,0.654173875,0.8,0.646858008,1.392684133,1.011517838,0.125130789,48.07390438,0.734513559,0.734513559,0.734513559,3.199933648,0.859644348,4.059577996,4.368 -405,1991/2/9,1,8.3,236.0035618,7.3,3.36518203,1,0.685094838,4.619912808,2.528489237,0.204455278,48.06689823,0.661775777,0.661775777,0.661775777,3.197271165,0.866231055,4.06350222,4.248 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-416,1991/2/20,0.2,0.3,242.0392888,0.1,0.04247132,0.2,0.777899353,0.835428033,0.90408251,0.126942747,47.0088996,0.670417116,0.670417116,0.670417116,2.818028375,0.797359864,3.615388238,1.608 -417,1991/2/21,0.3,0,240.9960244,0,0,0.28209116,0.761173218,0.761173218,0.722547236,0.085468184,45.88303021,0.611868761,0.611868761,0.611868761,2.460285386,0.697336946,3.157622331,1.836 -418,1991/2/22,0.3,2.4,241.137854,2.1,0.905259504,0.3,0.76342991,1.958170406,1.157987798,0.103267121,45.30887325,0.562095754,0.562095754,0.562095754,2.294240516,0.665362875,2.95960339,1.764 -419,1991/2/23,0.4,0.5,240.4288951,0.1,0.043244208,0.4,0.752203144,0.808958936,1.308301469,0.156474317,44.95738211,0.537860189,0.537860189,0.537860189,2.197652795,0.694334506,2.891987301,1.992 -420,1991/2/24,0.3,0,239.411228,0,0,0.281346251,0.736320839,0.736320839,0.699363812,0.092855577,44.18262474,0.523397366,0.523397366,0.523397366,1.997518555,0.616252943,2.613771497,1.764 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-426,1991/3/2,0.5,1.2,235.1218861,0.7,0.320706578,0.5,0.6723203,1.051613722,0.757507058,0.084556032,41.74362764,0.413885422,0.413885422,0.413885422,1.46866846,0.498441454,1.967109914,1.332 -427,1991/3/3,0.9,0.2,233.8178282,0,0,0.85027952,0.653778385,0.653778385,0.789268138,0.092015278,41.51125195,0.403732434,0.403732434,0.403732434,1.425376259,0.495747712,1.921123971,1.464 -428,1991/3/4,1.1,2.8,233.9520917,1.7,0.78993172,1.1,0.65566818,1.56573646,0.948713895,0.09008743,41.4430112,0.395920868,0.395920868,0.395920868,1.412875514,0.486008299,1.898883813,1.68 -429,1991/3/5,1,0.4,232.7568398,0,0,0.956253389,0.638998488,0.638998488,1.043009896,0.125476007,41.4631195,0.393647542,0.393647542,0.393647542,1.416549135,0.519123549,1.935672684,2.076 -430,1991/3/6,1.1,1.6,232.3587018,0.5,0.235384235,1.1,0.63352226,0.898138025,0.677484294,0.08051812,41.1709427,0.394316445,0.394316445,0.394316445,1.363977534,0.474834565,1.838812099,1.764 -431,1991/3/7,1,0,230.821905,0,0,0.924059193,0.612737604,0.612737604,0.695562893,0.080492954,40.92938324,0.384676647,0.384676647,0.384676647,1.321799007,0.465169601,1.786968608,1.764 -432,1991/3/8,0.7,0,229.5804097,0,0,0.645144334,0.596350922,0.596350922,0.544989474,0.064280167,40.58722109,0.376834958,0.376834958,0.376834958,1.263986575,0.441115125,1.705101699,1.836 -433,1991/3/9,0.9,5.9,231.3615211,5,2.401083546,0.9,0.619972182,3.218888636,1.572876811,0.11739289,41.16338178,0.365923746,0.365923746,0.365923746,1.362639869,0.483316636,1.845956505,1.764 -434,1991/3/10,1.1,14.4,236.8280551,13.3,6.16375112,1.1,0.697217144,7.833466024,4.720212789,0.392247769,44.25301935,0.384429448,0.384429448,0.384429448,2.015004671,0.776677217,2.791681888,1.764 -435,1991/3/11,1.4,9.6,239.7286946,8.2,3.64188565,1.4,0.741246108,5.299360457,6.048897658,0.673297964,47.72671745,0.495254191,0.495254191,0.495254191,3.070453744,1.168552155,4.239005899,2.784 -436,1991/3/12,1.4,0.5,238.1687426,0,0,1.342654406,0.717297562,0.717297562,2.959057623,0.459248045,48.1152758,0.645198668,0.645198668,0.645198668,3.215697944,1.104446713,4.320144657,4.848 -437,1991/3/13,1.2,0,236.3581654,0,0,1.120289782,0.690287487,0.690287487,0.634896146,0.12517881,46.69889111,0.663771209,0.663771209,0.663771209,2.715052041,0.78895002,3.504002061,4.968 -438,1991/3/14,1.2,6.8,238.1553106,5.6,2.51423936,1.2,0.717094096,3.802854736,1.851029703,0.137667956,46.49770053,0.597862029,0.597862029,0.597862029,2.650082318,0.735529985,3.385612303,4.608 -439,1991/3/15,1.2,0.5,236.804689,0,0,1.153750444,0.696871235,0.696871235,2.19539942,0.275399113,46.59928796,0.588895382,0.588895382,0.588895382,2.682707367,0.864294496,3.547001862,4.608 -440,1991/3/16,0.7,2,236.6962363,1.3,0.586814831,0.7,0.695267526,1.408452695,0.908328937,0.121938988,45.69599107,0.593410826,0.593410826,0.593410826,2.405036659,0.715349814,3.120386473,3.912 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-451,1991/3/27,1.2,7,236.7007641,5.8,2.645359241,1.2,0.695334421,3.84997518,2.29344846,0.213353538,44.36639942,0.471828353,0.471828353,0.471828353,2.043455592,0.685181891,2.728637483,1.68 -452,1991/3/28,1,2.2,236.5500297,1.2,0.542375833,1,0.693110252,1.350734419,2.47753103,0.30277315,45.10568899,0.499709527,0.499709527,0.499709527,2.237950987,0.802482677,3.040433664,1.764 -453,1991/3/29,0.8,5.8,238.0776869,5,2.243576332,0.8,0.715919174,3.472342843,2.053905475,0.211119249,45.37595647,0.529465427,0.529465427,0.529465427,2.313103418,0.740584675,3.053688094,1.836 -454,1991/3/30,0.8,4,238.7705617,3.2,1.419336563,0.8,0.726461694,2.507125131,2.743752303,0.301025168,46.12644769,0.540652551,0.540652551,0.540652551,2.533913639,0.84167772,3.375591359,1.836 -455,1991/3/31,0.8,1,238.1423488,0.2,0.088684819,0.8,0.716897796,0.828212977,1.593076707,0.225244572,45.84358707,0.572602206,0.572602206,0.572602206,2.448539533,0.797846778,3.246386311,1.836 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-461,1991/4/6,0.7,1.3,241.112479,0.6,0.257804901,0.7,0.763025765,1.105220864,1.460409022,0.218944656,46.69835075,0.626453674,0.626453674,0.626453674,2.714875605,0.84539833,3.560273935,2.976 -462,1991/4/7,0.9,0,239.5297225,0,0,0.844600352,0.738156102,0.738156102,0.849671975,0.113343815,45.7306669,0.597837816,0.597837816,0.597837816,2.415193641,0.711181631,3.126375271,2.88 -463,1991/4/8,1.5,0,237.4204051,0,0,1.403284865,0.706032543,0.706032543,0.6516485,0.077439764,44.7860062,0.555589916,0.555589916,0.555589916,2.151899113,0.63302968,2.784928794,2.496 -464,1991/4/9,2,0,234.8879285,0,0,1.863513682,0.668962935,0.668962935,0.620783121,0.070168469,43.97621435,0.516447475,0.516447475,0.516447475,1.947022446,0.586615944,2.53363839,2.424 -465,1991/4/10,2.1,1.9,234.0451542,0,0,2.08579366,0.65698064,0.65698064,0.597332438,0.067070506,43.27435456,0.484496256,0.484496256,0.484496256,1.783688485,0.551566763,2.335255248,2.16 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-471,1991/4/16,2.1,0,221.6271642,0,0,1.907047476,0.499540846,0.499540846,0.463647663,0.052476186,40.42253723,0.373399955,0.373399955,0.373399955,1.236948268,0.425876141,1.662824409,1.404 -472,1991/4/17,1.2,0.6,220.5962885,0,0,1.142896042,0.487979693,0.487979693,0.445018954,0.050028786,40.05060092,0.360753436,0.360753436,0.360753436,1.177708703,0.410782222,1.588490925,1.404 -473,1991/4/18,1.2,1.3,220.1655741,0.1,0.052499161,1.2,0.483213501,0.53071434,0.456066111,0.049872358,39.72766795,0.349268654,0.349268654,0.349268654,1.128267729,0.399141013,1.527408742,1.332 -474,1991/4/19,1.2,0,218.6174319,0,0,1.081751981,0.46639027,0.46639027,0.452228543,0.051155516,39.43447571,0.339510911,0.339510911,0.339510911,1.084931698,0.390666427,1.475598125,1.2 -475,1991/4/20,1.5,0.7,217.444462,0,0,1.41900954,0.453960309,0.453960309,0.414840172,0.047124854,39.13762454,0.330821885,0.330821885,0.330821885,1.042513223,0.377946739,1.420459963,1.0776 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-671,1991/11/2,0.8,0,228.1981683,0,0,0.735397523,0.578523567,0.578523567,0.529222174,0.075217759,45.49336229,0.598455814,0.598455814,0.598455814,2.346453671,0.673673573,3.020127243,2.292 -672,1991/11/3,0.5,0,227.1740017,0,0,0.458573361,0.565593256,0.565593256,0.515562449,0.057768297,44.48172669,0.545564505,0.545564505,0.545564505,2.072762556,0.603332803,2.676095359,2.136 -673,1991/11/4,0.7,2.4,227.4456406,1.7,0.840638696,0.7,0.56899985,1.428361154,0.849912311,0.075649536,43.90584169,0.504270675,0.504270675,0.504270675,1.930067979,0.579920211,2.50998819,1.752 -674,1991/11/5,0.8,6.8,229.7782563,6,2.931554162,0.8,0.598938415,3.667384253,2.170159909,0.181806863,44.4843549,0.481788088,0.481788088,0.481788088,2.073434792,0.663594951,2.737029743,1.752 -675,1991/11/6,0.9,3.1,230.2345109,2.2,1.061194564,0.9,0.604939913,1.743745349,2.540618691,0.298107222,45.25121089,0.504374965,0.504374965,0.504374965,2.278137665,0.802482187,3.080619852,1.824 -676,1991/11/7,1,3.3,230.7275154,2.3,1.104483639,1,0.611479149,1.80699551,1.594360823,0.198450754,45.1350363,0.53546822,0.53546822,0.53546822,2.246003629,0.733918974,2.979922603,1.824 -677,1991/11/8,1,7.8,233.2985367,6.8,3.217531769,1,0.646510477,4.228978708,2.583218101,0.233115965,45.81026912,0.530672117,0.530672117,0.530672117,2.438657401,0.763788082,3.202445483,1.824 -678,1991/11/9,0.7,1.4,232.984061,0.7,0.327665114,0.7,0.642140871,1.014475757,2.536035102,0.323774434,46.31345158,0.558982142,0.558982142,0.558982142,2.591834788,0.882756576,3.474591364,1.98 -679,1991/11/10,0.3,0.6,232.4897257,0.3,0.140985023,0.3,0.635320252,0.794335229,0.826050941,0.13452812,45.40029058,0.580768433,0.580768433,0.580768433,2.319980369,0.715296554,3.035276922,2.052 -680,1991/11/11,0.3,0.4,231.9095765,0.1,0.04724091,0.3,0.627390161,0.680149252,0.669786966,0.079523556,44.52729902,0.541668021,0.541668021,0.541668021,2.084446552,0.621191577,2.705638129,1.824 -681,1991/11/12,0.6,5.9,233.7450195,5.3,2.488198411,0.6,0.65275542,3.464557008,1.712249933,0.130479228,44.63367974,0.506081213,0.506081213,0.506081213,2.111950422,0.636560441,2.748510863,1.824 -682,1991/11/13,0.6,9.2,236.9818747,8.6,3.936352922,0.6,0.699497724,5.363144802,3.868230615,0.355289702,46.39482278,0.510325663,0.510325663,0.510325663,2.617413244,0.865615365,3.48302861,2.136 -683,1991/11/14,0.6,5.4,238.4062852,4.8,2.14531407,0.6,0.720903516,3.375589446,4.041549844,0.470295528,47.88999465,0.584347652,0.584347652,0.584347652,3.130725619,1.05464318,4.185368799,2.64 -684,1991/11/15,0.4,2,238.3954219,1.6,0.709874971,0.4,0.72073829,1.610863319,2.340789588,0.322265099,47.79004172,0.652957242,0.652957242,0.652957242,3.093699762,0.975222341,4.068922103,2.544 -685,1991/11/16,0.3,1.3,238.1231572,1,0.444342485,0.3,0.716607229,1.272264744,1.315997124,0.174467743,46.95452713,0.648199836,0.648199836,0.648199836,2.799711551,0.822667579,3.62237913,2.292 -686,1991/11/17,0.3,0,237.14104,0,0,0.280253283,0.701863887,0.701863887,0.919673656,0.118699756,45.99092005,0.609395345,0.609395345,0.609395345,2.492676087,0.728095101,3.220771188,2.292 -687,1991/11/18,0.3,7.9,239.7683963,7.6,3.369220188,0.3,0.741863914,4.972643726,2.319056642,0.170657156,46.29168168,0.566735379,0.566735379,0.566735379,2.585030387,0.737392535,3.322422923,2.052 -688,1991/11/19,0.4,0.2,238.8532951,0,0,0.387372278,0.727728852,0.727728852,2.798219286,0.353718352,46.89119866,0.579813518,0.579813518,0.579813518,2.778515822,0.933531869,3.712047691,2.292 -689,1991/11/20,0.4,0,237.7679416,0,0,0.374107255,0.711246274,0.711246274,0.648443706,0.122476616,45.73090297,0.60652353,0.60652353,0.60652353,2.415262923,0.729000146,3.144263069,1.98 -690,1991/11/21,0.3,0,236.791188,0,0,0.280082138,0.696671432,0.696671432,0.63436313,0.070999127,44.77252864,0.555599955,0.555599955,0.555599955,2.148337416,0.626599082,2.774936497,1.824 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-701,1991/12/2,0.4,0,226.5491709,0,0,0.366368691,0.55781961,0.55781961,0.507858535,0.056835721,39.68903087,0.346426713,0.346426713,0.346426713,1.122473436,0.403262435,1.52573587,0.8328 -702,1991/12/3,0.5,0,225.546567,0,0,0.457078003,0.545525901,0.545525901,0.497180409,0.055648101,39.43898122,0.338356647,0.338356647,0.338356647,1.085586705,0.394004749,1.479591454,0.7848 -703,1991/12/4,0.5,0,224.5568067,0,0,0.456155858,0.533604505,0.533604505,0.486263171,0.054435924,39.20428537,0.330954195,0.330954195,0.330954195,1.051913209,0.385390119,1.437303328,0.7848 -704,1991/12/5,0.5,0,223.5795307,0,0,0.455235918,0.522040078,0.522040078,0.475674953,0.053247229,38.98307704,0.3241122,0.3241122,0.3241122,1.020995484,0.377359429,1.398354913,0.7368 -705,1991/12/6,0.5,0,222.6143944,0,0,0.454318214,0.51081809,0.51081809,0.465402266,0.052094092,38.77377686,0.317756461,0.317756461,0.317756461,0.992458903,0.369850553,1.362309456,0.6912 -706,1991/12/7,0.5,0,221.6610668,0,0,0.453402776,0.499924768,0.499924768,0.455432332,0.050975068,38.57504048,0.311825305,0.311825305,0.311825305,0.96599402,0.362800374,1.328794394,0.7368 -707,1991/12/8,0.5,3.2,222.5481925,2.7,1.397181154,0.5,0.51005551,1.812874355,0.968676831,0.078940116,38.84754617,0.306267102,0.306267102,0.306267102,1.002438249,0.385207219,1.387645468,0.6456 -708,1991/12/9,0.6,2.6,223.0610499,2,1.028844515,0.6,0.515987127,1.487142612,1.502890719,0.15865246,39.56090304,0.313906677,0.313906677,0.313906677,1.103440526,0.472559137,1.575999663,0.6456 -709,1991/12/10,0.7,10.7,227.5241936,10,5.033131751,0.7,0.569988047,5.536856296,2.938464546,0.241446977,41.42442855,0.334548949,0.334548949,0.334548949,1.409487979,0.575995927,1.985483906,1.0464 -710,1991/12/11,0.6,6.3,229.7109997,5.7,2.784863971,0.6,0.598057802,3.513193831,4.183624316,0.461503259,44.03885711,0.393030111,0.393030111,0.393030111,1.962225868,0.85453337,2.816759238,1.284 -711,1991/12/12,0.4,0,228.7573465,0,0,0.367970101,0.58568309,0.58568309,2.005218952,0.310928358,44.463011,0.486916085,0.486916085,0.486916085,2.067981148,0.797844443,2.865825591,1.1016 -712,1991/12/13,0.5,1.5,228.6611257,1,0.488225231,0.5,0.584446058,1.096220826,0.728827515,0.104302326,43.79236265,0.503528464,0.503528464,0.503528464,1.903004328,0.60783079,2.510835118,1.0464 -713,1991/12/14,0.5,2.5,229.0468361,2,0.975127878,0.5,0.589417536,1.614289658,1.191286991,0.114972283,43.60259514,0.477443847,0.477443847,0.477443847,1.858498352,0.59241613,2.450914482,1.1616 -714,1991/12/15,0.4,6.2,231.2227383,5.8,2.79400724,0.4,0.618104999,3.624097759,2.246933033,0.199433925,44.2944181,0.470241731,0.470241731,0.470241731,2.025351796,0.669675656,2.695027452,0.9912 -715,1991/12/16,0.3,20.9,239.8810551,20.6,9.401936047,0.3,0.743619284,11.94168324,6.547954324,0.521276128,48.12126428,0.496877677,0.496877677,0.496877677,3.21798582,1.018153804,4.236139624,0.936 -716,1991/12/17,0.6,8.2,242.3710933,7.6,3.273318942,0.6,0.783280682,5.10996174,8.048310989,0.94611329,51.84715417,0.664060402,0.664060402,0.664060402,4.986481508,1.610173692,6.596655201,3.192 -717,1991/12/18,0.3,13.7,247.0480208,13.4,5.539310081,0.3,0.862382633,8.723072552,6.026500489,0.670878718,53.01800163,0.862115027,0.862115027,0.862115027,5.717768054,1.532993745,7.250761799,3.096 -718,1991/12/19,0.2,12.6,250.9807218,12.4,4.866477758,0.2,0.933776727,8.467298969,7.749709303,0.824079389,54.71907632,0.932201339,0.932201339,0.932201339,6.980835951,1.756280728,8.737116679,3.696 -719,1991/12/20,0.1,0.3,250.1396184,0.2,0.077016875,0.1,0.918120251,1.041103376,4.686489344,0.68674229,54.01819884,1.041150794,1.041150794,1.041150794,6.428517618,1.727893085,8.156410703,4.824 -720,1991/12/21,0.1,0.4,249.3526842,0.3,0.116730397,0.1,0.903664658,1.086934261,0.955100733,0.19270261,51.29416449,0.995218247,0.995218247,0.995218247,4.67435333,1.187920857,5.862274187,4.584 -721,1991/12/22,0,2.3,249.3484588,2.3,0.899362218,0,0.90358754,2.304225322,1.45919081,0.134872364,49.70412647,0.830358897,0.830358897,0.830358897,3.879587728,0.965231261,4.844818989,4.248 -722,1991/12/23,0.1,2.7,249.4588362,2.6,1.015981229,0.1,0.905603826,2.489622597,2.14705294,0.220135033,49.01694971,0.743706441,0.743706441,0.743706441,3.577936135,0.963841473,4.541777608,3.696 -723,1991/12/24,0.3,0,248.2890896,0,0,0.285327157,0.884419481,0.884419481,1.606446765,0.211541607,48.11582561,0.708337068,0.708337068,0.708337068,3.215907934,0.919878676,4.135786609,3.384 -724,1991/12/25,0.1,0,247.3268358,0,0,0.094959456,0.867294342,0.867294342,0.789211393,0.106998209,46.81547089,0.663797757,0.663797757,0.663797757,2.753363873,0.770795966,3.524159839,3.192 -725,1991/12/26,0.1,0,246.3812841,0,0,0.094823585,0.850728125,0.850728125,0.774019598,0.086567805,45.76677976,0.603102139,0.603102139,0.603102139,2.425812868,0.689669945,3.115482813,3 -726,1991/12/27,0.3,0.4,245.5850571,0.1,0.040749942,0.3,0.836976991,0.896227048,0.783631853,0.086266917,44.9199526,0.557127028,0.557127028,0.557127028,2.187586035,0.643393944,2.830979979,2.64 -727,1991/12/28,0.4,0.7,244.8833863,0.3,0.123337329,0.4,0.825008058,1.00167073,0.848264974,0.091400583,44.27067874,0.521873802,0.521873802,0.521873802,2.019412644,0.613274384,2.632687028,2.472 -728,1991/12/29,0.3,19.5,251.5446457,19.2,7.605653318,0.3,0.944393913,12.53874059,5.459783853,0.352161327,47.30624297,0.495946254,0.495946254,0.495946254,2.920165871,0.848107581,3.768273452,2.292 -729,1991/12/30,0.3,17.8,256.9063873,17.5,6.412039942,0.3,1.050298338,12.1382584,11.12663628,1.109012941,53.2104442,0.625521996,0.625521996,0.625521996,5.847957044,1.734534937,7.582491981,3.096 -730,1991/12/31,0.2,0.9,256.1208724,0.7,0.2486952,0.2,1.0342101,1.485514901,6.715548163,0.984722552,54.25797139,0.944098002,0.944098002,0.944098002,6.612118975,1.928820553,8.540939528,3.384 -731,1992/1/1,0.2,5.4,256.9173262,5.2,1.846977559,0.2,1.050523798,4.403546238,2.489873489,0.338243017,52.42425935,1.010765513,1.010765513,1.010765513,5.334351042,1.349008531,6.683359573,3.312 -732,1992/1/2,0.1,0.2,255.9227188,0.1,0.035575887,0.1,1.03018331,1.094607423,2.655834397,0.333307824,51.29917318,0.896171328,0.896171328,0.896171328,4.677091893,1.229479152,5.906571045,3 -733,1992/1/3,0,2.5,255.7916413,2.5,0.896449146,0,1.027526583,2.631077437,1.592203815,0.182212562,49.79894844,0.830642717,0.830642717,0.830642717,3.923071269,1.01285528,4.935926549,1.8 -734,1992/1/4,0.3,6.9,257.0844429,6.6,2.346774612,0.3,1.053973085,5.307198473,3.425301321,0.30372699,49.97016044,0.748684058,0.748684058,0.748684058,4.002773389,1.052411048,5.055184437,3 -735,1992/1/5,0.4,5.9,257.9384899,5.5,1.925790923,0.4,1.07174384,4.645952917,4.515221302,0.484642893,50.8206658,0.757731926,0.757731926,0.757731926,4.422447861,1.242374819,5.66482268,5.352 -736,1992/1/6,0.4,2.5,257.6063097,2.1,0.732623112,0.4,1.064803383,2.432180271,3.306699028,0.423802134,50.61433011,0.803839252,0.803839252,0.803839252,4.316873975,1.227641386,5.544515362,6.336 -737,1992/1/7,0.3,0.9,256.7699349,0.6,0.211114451,0.3,1.047489219,1.436374768,1.79552082,0.247469971,49.44099976,0.792474341,0.792474341,0.792474341,3.761325512,1.039944311,4.801269823,6.048 -738,1992/1/8,0.2,0.8,255.9527724,0.6,0.213630736,0.2,1.03079323,1.417162494,1.285146514,0.154960563,48.20574127,0.730017611,0.730017611,0.730017611,3.250422608,0.884978174,4.135400782,5.496 -739,1992/1/9,0.3,2.6,255.7508725,2.3,0.824801504,0.3,1.026701395,2.501899891,1.704024444,0.165752785,47.56580366,0.668149522,0.668149522,0.668149522,3.012111578,0.833902308,3.846013886,5.088 -740,1992/1/10,0.3,0,254.4621619,0,0,0.287818972,1.000891651,1.000891651,1.658663579,0.204449382,47.03516742,0.637617046,0.637617046,0.637617046,2.826916871,0.842066429,3.6689833,4.224 -741,1992/1/11,0,0.1,253.5166716,0.1,0.03680092,0,0.982291225,1.045490304,0.918423328,0.118771363,46.05466244,0.613066256,0.613066256,0.613066256,2.511994556,0.731837619,3.243832175,3.408 -742,1992/1/12,0,0.6,252.7721702,0.6,0.223340825,0,0.967842171,1.344501346,1.059080095,0.11058632,45.37141099,0.569489335,0.569489335,0.569489335,2.311820882,0.680075654,2.991896537,2.784 -743,1992/1/13,0,0,251.8225092,0,0,0,0.949661071,0.949661071,1.054050337,0.122256846,44.80815934,0.540463018,0.540463018,0.540463018,2.157765004,0.662719864,2.820484868,2.688 -744,1992/1/14,0.1,0,250.7967327,0,0,0.095442878,0.930333632,0.930333632,0.847058697,0.099198731,44.17654537,0.51734213,0.51734213,0.51734213,1.996014797,0.616540861,2.612555658,2.316 -745,1992/1/15,0.1,0,249.789757,0,0,0.095305047,0.9116706,0.9116706,0.829926509,0.092851685,43.63313835,0.492265172,0.492265172,0.492265172,1.865598704,0.585116858,2.450715562,2.316 -746,1992/1/16,0,0,248.8944253,0,0,0,0.895331694,0.895331694,0.814048039,0.09102856,43.1602654,0.47139564,0.47139564,0.47139564,1.758316632,0.5624242,2.320740832,1.968 -747,1992/1/17,0,0,248.0149129,0,0,0,0.879512429,0.879512429,0.799548334,0.089378664,42.74494882,0.453755974,0.453755974,0.453755974,1.66862089,0.543134638,2.211755527,1.8 -748,1992/1/18,0.1,0,247.0574437,0,0,0.094920926,0.862548264,0.862548264,0.784858647,0.087765478,42.37610518,0.438656721,0.438656721,0.438656721,1.592359,0.526422199,2.118781198,1.644 -749,1992/1/19,0.3,0,245.9302129,0,0,0.28431506,0.842915763,0.842915763,0.768536643,0.086023994,42.0438914,0.425551,0.425551,0.425551,1.526301427,0.511574994,2.037876421,1.344 -750,1992/1/20,0.4,1.5,245.543501,1.1,0.449552413,0.4,0.836264258,1.486711845,1.012987101,0.098654424,41.96072302,0.413988381,0.413988381,0.413988381,1.510143867,0.512642806,2.022786673,1.344 -751,1992/1/21,0.4,8.7,248.0131017,8.3,3.349080742,0.4,0.879480087,5.830399345,3.054225501,0.23642177,43.57416662,0.411129228,0.411129228,0.411129228,1.851911123,0.647550998,2.499462121,1.5 -752,1992/1/22,0.5,6.5,249.4710178,6,2.363742634,0.5,0.90582657,4.542083936,4.73834765,0.503531191,46.21919311,0.469169527,0.469169527,0.469169527,2.562490691,0.972700718,3.535191409,2.052 -753,1992/1/23,0.5,10.7,252.4166715,10.2,3.90665734,0.5,0.961003584,7.254346244,5.159486491,0.528937154,48.56392927,0.576641959,0.576641959,0.576641959,3.391392288,1.105579113,4.496971402,1.968 -754,1992/1/24,0.7,7.6,253.9907917,6.9,2.565703457,0.7,0.991583255,5.325879798,5.766977042,0.65111605,50.67098101,0.685687679,0.685687679,0.685687679,4.345612981,1.336803729,5.68241671,2.904 -755,1992/1/25,0.4,0,252.6426108,0,0,0.382835578,0.965345351,0.965345351,3.07045061,0.459619466,50.35121609,0.79558315,0.79558315,0.79558315,4.185798683,1.255202616,5.441001299,3.408 -756,1992/1/26,0.3,0,251.414067,0,0,0.286616972,0.941926834,0.941926834,0.859558169,0.147449672,48.5878964,0.778149168,0.778149168,0.778149168,3.401027022,0.92559884,4.326625861,3.096 -757,1992/1/27,0.1,0,250.3958123,0,0,0.095388242,0.922866475,0.922866475,0.840203407,0.094050536,47.22354962,0.686872805,0.686872805,0.686872805,2.891422989,0.78092334,3.672346329,2.904 -758,1992/1/28,0.2,0,249.3025736,0,0,0.190488258,0.902750412,0.902750412,0.822631977,0.092069926,46.13220561,0.621703313,0.621703313,0.621703313,2.535679301,0.713773239,3.24945254,2.592 -759,1992/1/29,0.4,0,248.0422495,0,0,0.380323405,0.880000695,0.880000695,0.803486968,0.090012962,45.23493428,0.572852417,0.572852417,0.572852417,2.273610722,0.662865378,2.9364761,2.316 -760,1992/1/30,0.7,0,246.5248309,0,0,0.664192125,0.853226511,0.853226511,0.781422162,0.087680714,44.4790681,0.534794406,0.534794406,0.534794406,2.072082748,0.62247512,2.694557869,2.052 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-821,1992/3/31,1.8,0.2,245.3698172,0,0,1.716448679,0.833290684,0.833290684,0.861949,0.098667017,45.27827193,0.572725261,0.572725261,0.572725261,2.285682022,0.671392278,2.9570743,3.312 -822,1992/4/1,2.1,0,242.6003458,0,0,1.982455156,0.787016289,0.787016289,0.731678647,0.084929336,44.47539623,0.536589827,0.536589827,0.536589827,2.071144172,0.621519162,2.692663334,3.192 -823,1992/4/2,1.4,0.3,240.8075205,0,0,1.334643058,0.758182205,0.758182205,0.696922335,0.078614512,43.77697704,0.50401954,0.50401954,0.50401954,1.899361069,0.582634052,2.481995121,2.904 -824,1992/4/3,0.9,3.2,241.0387085,2.3,0.993039746,0.9,0.76185181,2.068812064,1.200191997,0.104926546,43.59685859,0.476857012,0.476857012,0.476857012,1.857167456,0.581783558,2.438951014,2.592 -825,1992/4/4,0.7,1.9,240.7988117,1.2,0.51814745,0.7,0.75804425,1.4398968,1.613447264,0.17761874,43.78020594,0.470025232,0.470025232,0.470025232,1.900125147,0.647643972,2.547769119,2.316 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-1096,1992/12/31,0,1.3,251.2083603,1.3,0.494995131,0,0.938050889,1.743055759,1.166525153,0.112340838,45.94599856,0.596227985,0.596227985,0.596227985,2.479142956,0.708568824,3.18771178,2.052 -1097,1993/1/1,0.2,2.4,251.1127068,2.2,0.840599503,0.2,0.93625297,2.295653467,1.787080726,0.177039333,45.84802192,0.564800294,0.564800294,0.564800294,2.449857652,0.741839627,3.191697279,2.76 -1098,1993/1/2,0.3,1,250.457472,0.7,0.268776954,0.3,0.924011731,1.355234777,1.694529952,0.202405814,45.69763167,0.560596128,0.560596128,0.560596128,2.405516337,0.763001942,3.168518279,3.12 -1099,1993/1/3,0.5,12.8,254.0927939,12.3,4.628913492,0.5,0.993591593,8.6646781,4.107662134,0.307056782,47.40473533,0.554186456,0.554186456,0.554186456,2.954744926,0.861243238,3.815988164,2.928 -1100,1993/1/4,0.4,4.9,254.732751,4.5,1.646224036,0.4,1.006266928,3.860042891,5.899905411,0.674797358,49.94416171,0.630092085,0.630092085,0.630092085,3.990571117,1.304889443,5.29546056,4.512 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-1121,1993/1/25,0.1,0.3,264.3140084,0.2,0.062423508,0.1,1.212205491,1.349781983,1.508973503,0.185705101,48.45848685,0.736316244,0.736316244,0.736316244,3.349308847,0.922021345,4.271330192,4.632 -1122,1993/1/26,0.3,0,262.8445872,0,0,0.290837991,1.178583174,1.178583174,1.147163342,0.13809208,47.35048823,0.680491107,0.680491107,0.680491107,2.935653072,0.818583187,3.754236258,4.2 -1123,1993/1/27,0.1,0,261.5971568,0,0,0.09679432,1.150636066,1.150636066,1.049682965,0.119264067,46.40660675,0.627572056,0.627572056,0.627572056,2.621136507,0.746836123,3.36797263,3.792 -1124,1993/1/28,0.1,0,260.3766893,0,0,0.096653267,1.12381419,1.12381419,1.024975146,0.11480451,45.63049237,0.584867288,0.584867288,0.584867288,2.385956808,0.699671798,3.085628606,3.12 -1125,1993/1/29,0.2,0,259.0876396,0,0,0.193013377,1.096036413,1.096036413,1.000457783,0.112088069,44.97884739,0.551341934,0.551341934,0.551341934,2.203444696,0.663430003,2.866874699,2.496 -1126,1993/1/30,0.2,0,257.8255504,0,0,0.192709113,1.069380031,1.069380031,0.975900846,0.109346179,44.42158734,0.524272539,0.524272539,0.524272539,2.057433433,0.633618719,2.691052152,2.028 -1127,1993/1/31,0.2,1.1,257.0869672,0.9,0.315442048,0.2,1.054025257,1.63858321,1.187333385,0.119746389,44.12700975,0.501888494,0.501888494,0.501888494,1.983799474,0.621634884,2.605434358,1.884 -1128,1993/2/1,0.3,0,255.7715295,0,0,0.28831828,1.027119438,1.027119438,1.233136366,0.143723461,43.91759225,0.490335942,0.490335942,0.490335942,1.932889811,0.634059402,2.566949213,1.884 -1129,1993/2/2,0.3,0,254.4824096,0,0,0.287826771,1.00129307,1.00129307,0.914203508,0.109356826,43.48308897,0.482239533,0.482239533,0.482239533,1.830946321,0.59159636,2.422542681,1.74 -1130,1993/2/3,0.5,3.7,254.6461425,3.2,1.168276773,0.5,1.00454391,3.036267137,1.705179156,0.145101468,43.75892099,0.465746222,0.465746222,0.465746222,1.895093355,0.61084769,2.505941046,1.476 -1131,1993/2/4,0.5,7.4,256.102797,6.9,2.490496794,0.5,1.033842254,5.44334546,3.683673641,0.33246103,45.55471094,0.476168979,0.476168979,0.476168979,2.364052669,0.808630008,3.172682678,1.884 -1132,1993/2/5,0.3,4.1,256.4173273,3.8,1.354788495,0.3,1.040258263,3.485469768,4.125456828,0.472969808,47.30765324,0.548143813,0.548143813,0.548143813,2.920658341,1.02111362,3.941771961,1.74 -1133,1993/2/6,0.6,0.4,255.2094753,0,0,0.592058191,1.015793826,1.015793826,2.161157186,0.317429487,47.20826031,0.625587266,0.625587266,0.625587266,2.886137386,0.943016753,3.829154139,1.812 -1134,1993/2/7,0.7,0.6,254.1194744,0,0,0.695883393,0.994117451,0.994117451,0.905650113,0.130231539,46.18346278,0.620999099,0.620999099,0.620999099,2.551446735,0.751230638,3.302677373,1.956 -1135,1993/2/8,0.6,0,252.5810351,0,0,0.574278851,0.964160513,0.964160513,0.882869738,0.099009872,45.3387824,0.575083235,0.575083235,0.575083235,2.302633352,0.674093108,2.97672646,1.956 -1136,1993/2/9,0.6,4.8,253.1741977,4.2,1.56878575,0.6,0.975623114,3.606837364,1.911862378,0.154775961,45.45440815,0.539103892,0.539103892,0.539103892,2.335340526,0.693879853,3.02922038,1.812 -1137,1993/2/10,0.4,0,251.8417605,0,0,0.382410339,0.950026874,0.950026874,2.196451421,0.271198682,45.76847764,0.543931247,0.543931247,0.543931247,2.426313181,0.815129929,3.24144311,1.884 -1138,1993/2/11,0.1,0.2,250.9467163,0.1,0.03809543,0.1,0.933139589,0.995044159,0.87281043,0.127325872,44.99159627,0.557199371,0.557199371,0.557199371,2.206891171,0.684525243,2.891416414,1.956 -1139,1993/2/12,0.1,0,249.9370103,0,0,0.095325328,0.914380722,0.914380722,0.863669708,0.097202939,44.34260387,0.524792826,0.524792826,0.524792826,2.037454931,0.621995765,2.659450695,1.74 -1140,1993/2/13,0,0,249.0390554,0,0,0,0.897954914,0.897954914,0.816452814,0.092028912,43.7620067,0.498772103,0.498772103,0.498772103,1.895822088,0.590801015,2.486623102,1.608 -1141,1993/2/14,0,0,248.1570026,0,0,0,0.882052716,0.882052716,0.801876465,0.08964019,43.25974753,0.476286511,0.476286511,0.476286511,1.780422148,0.565926701,2.34634885,1.668 -1142,1993/2/15,0.1,0,247.1970564,0,0,0.094940912,0.8650053,0.8650053,0.787112013,0.088018657,42.81980344,0.457427125,0.457427125,0.457427125,1.684483222,0.545445782,2.229929005,1.668 -1143,1993/2/16,0.1,0,246.2537381,0,0,0.094805122,0.848513183,0.848513183,0.771988737,0.086339611,42.4298633,0.441351214,0.441351214,0.441351214,1.60328009,0.527690825,2.130970915,1.536 -1144,1993/2/17,0,0,245.4195961,0,0,0,0.834142055,0.834142055,0.757983832,0.084730405,42.0816115,0.42744348,0.42744348,0.42744348,1.533679113,0.512173885,2.045852998,1.344 -1145,1993/2/18,0.1,1.2,245.0440999,1.1,0.452241055,0.1,0.827737203,1.475496148,1.004125938,0.097661398,41.9859904,0.415289788,0.415289788,0.415289788,1.515036832,0.512951186,2.027988018,1.404 -1146,1993/2/19,0.1,0.3,244.3115068,0.2,0.082762457,0.1,0.815355545,0.932593088,1.113446256,0.128068689,41.99470535,0.411996371,0.411996371,0.411996371,1.516727667,0.540065059,2.056792726,1.404 -1147,1993/2/20,0.1,0.5,243.673654,0.4,0.16684432,0.1,0.80469718,1.03785286,0.880921746,0.101972899,41.80721107,0.412295759,0.412295759,0.412295759,1.480711793,0.514268658,1.994980452,1.344 -1148,1993/2/21,0.1,0.6,243.0886562,0.5,0.21002331,0.1,0.795021083,1.084997773,0.952694439,0.10357868,41.70449548,0.405888898,0.405888898,0.405888898,1.461298924,0.509467578,1.970766502,1.1616 -1149,1993/2/22,0.2,8,245.49455,7.8,3.241319121,0.2,0.835425321,5.3941062,2.679020702,0.202528386,43.05149987,0.402409323,0.402409323,0.402409323,1.734425633,0.604937709,2.339363343,1.104 -1150,1993/2/23,0.4,6.8,247.2247754,6.4,2.595719243,0.4,0.865493797,4.669774554,4.568513028,0.472689102,45.67180429,0.449766376,0.449766376,0.449766376,2.397974985,0.922455479,3.320430464,1.1616 -1151,1993/2/24,0.4,6.7,248.8344148,6.3,2.503884397,0.4,0.894245073,4.690360676,4.210930535,0.475972365,47.46111626,0.553090978,0.553090978,0.553090978,2.974709547,1.029063343,4.00377289,1.1616 -1152,1993/2/25,0.3,0,247.6758726,0,0,0.285067233,0.8734749,0.8734749,2.713278247,0.385013013,47.73399602,0.632718892,0.632718892,0.632718892,3.073117379,1.017731905,4.090849283,1.404 -1153,1993/2/26,0.3,0,246.5378405,0,0,0.28457893,0.853453231,0.853453231,0.778216856,0.131925268,46.50525886,0.64554312,0.64554312,0.64554312,2.65249713,0.777468387,3.429965517,1.344 -1154,1993/2/27,0.6,7.6,248.4508185,7,2.800302361,0.6,0.887324353,5.087021993,2.440785003,0.178508015,46.79024301,0.589230494,0.589230494,0.589230494,2.745031349,0.767738508,3.512769858,1.104 -1155,1993/2/28,0.8,4.7,249.088027,3.9,1.536053082,0.8,0.89884454,3.262791458,3.857568731,0.418728905,48.05646645,0.601965408,0.601965408,0.601965408,3.193310704,1.020694313,4.214005017,1.884 -1156,1993/3/1,0.9,0.2,247.5515392,0,0,0.865218597,0.871269208,0.871269208,1.991625127,0.295300877,47.66211983,0.660935993,0.660935993,0.660935993,3.046907735,0.95623687,4.003144605,2.424 -1157,1993/3/2,1,9.2,249.8697222,8.2,3.231324465,1,0.913141513,5.881817048,2.763802733,0.225314273,47.92447586,0.642147391,0.642147391,0.642147391,3.143594091,0.867461664,4.011055755,1.956 -1158,1993/3/3,0.8,4.5,250.3797667,3.7,1.43261317,0.8,0.922568636,3.189955467,4.230084445,0.47000012,49.16723065,0.654604195,0.654604195,0.654604195,3.641933853,1.124604315,4.766538168,2.76 -1159,1993/3/4,0.6,2,250.0057609,1.4,0.541642417,0.6,0.915648267,1.774005851,2.311520125,0.319664066,48.73428214,0.715967153,0.715967153,0.715967153,3.460435783,1.035631219,4.496067003,3.024 -1160,1993/3/5,0.7,0.4,248.8261131,0,0,0.685552948,0.894094837,0.894094837,1.248953608,0.17478668,47.63889537,0.694143065,0.694143065,0.694143065,3.038483446,0.868929745,3.907413192,2.496 -1161,1993/3/6,1.1,5.5,249.6401152,4.4,1.722925286,1.1,0.908923164,3.585997879,1.868252471,0.158874457,47.24822758,0.641052905,0.641052905,0.641052905,2.899973164,0.799927362,3.699900526,2.592 -1162,1993/3/7,1.4,1.1,248.4670959,0,0,1.38540219,0.887617143,0.887617143,2.161271539,0.267621684,47.16210499,0.622841165,0.622841165,0.622841165,2.870235301,0.890462849,3.76069815,2.928 -1163,1993/3/8,1.5,1.3,247.4084048,0,0,1.489955486,0.868735552,0.868735552,0.791395318,0.120172611,46.05904823,0.618876676,0.618876676,0.618876676,2.513328754,0.739049286,3.25237804,2.856 -1164,1993/3/9,1.5,0,245.1576296,0,0,1.421105775,0.829669483,0.829669483,0.766427027,0.086238772,45.14610647,0.569679171,0.569679171,0.569679171,2.249047954,0.655917943,2.904965897,2.592 -1165,1993/3/10,1.8,0,242.6704072,0,0,1.699061529,0.788160784,0.788160784,0.730302486,0.082516609,44.36454849,0.531127805,0.531127805,0.531127805,2.042988268,0.613644415,2.656632682,2.928 -1166,1993/3/11,2,8.8,244.6944362,6.8,2.845837635,2,0.821808707,4.775971072,2.284922972,0.166837811,44.95271321,0.499636565,0.499636565,0.499636565,2.196394815,0.666474375,2.86286919,2.928 -1167,1993/3/12,1.3,10.6,247.6030628,9.3,3.780809367,1.3,0.872182698,6.391373331,4.936617031,0.466022031,47.44392759,0.523207145,0.523207145,0.523207145,2.968609799,0.989229176,3.957838976,3.792 -1168,1993/3/13,1.2,2.8,247.3751662,1.6,0.640251403,1.2,0.86814804,1.827896637,3.949212566,0.519917072,48.61364912,0.631917239,0.631917239,0.631917239,3.411408276,1.151834311,4.563242587,4.512 -1169,1993/3/14,1,1.1,246.5615704,0.1,0.040271113,1,0.853866902,0.913595789,1.283867939,0.216543565,47.57150421,0.688147854,0.688147854,0.688147854,3.014160702,0.90469142,3.918852121,4.512 -1170,1993/3/15,1,1,245.7222372,0,0,1,0.839333264,0.839333264,0.792895168,0.100513019,46.38725822,0.637884541,0.637884541,0.637884541,2.615025696,0.738397559,3.353423255,4.104 -1171,1993/3/16,0.9,6.3,247.0493871,5.4,2.189556571,0.9,0.862406648,4.072850077,2.032957902,0.155784678,46.38873784,0.584014253,0.584014253,0.584014253,2.61549254,0.739798931,3.355291471,3.888 -1172,1993/3/17,0.6,6.9,248.6673223,6.3,2.509160377,0.6,0.89122511,4.682064733,3.906264833,0.38252048,47.78663654,0.584079454,0.584079454,0.584079454,3.092445583,0.966599934,4.059045518,3.888 -1173,1993/3/18,0.5,2.1,248.4127091,1.6,0.632025933,0.5,0.886639164,1.854613231,3.096736001,0.398959009,48.25999507,0.648038199,0.648038199,0.648038199,3.271415674,1.046997208,4.318412882,3.792 -1174,1993/3/19,0.9,0,246.7020789,0,0,0.85431063,0.856319622,0.856319622,1.274727451,0.196896509,47.29074772,0.670785149,0.670785149,0.670785149,2.914759947,0.867681658,3.782441606,3.6 -1175,1993/3/20,1.3,0,244.6505294,0,0,1.230482779,0.821066701,0.821066701,0.756759259,0.096632289,46.13559345,0.624805172,0.624805172,0.624805172,2.536718702,0.72143746,3.258156162,2.928 -1176,1993/3/21,1.7,0.5,242.729097,0,0,1.632311837,0.789120548,0.789120548,0.726338131,0.081821255,45.17728825,0.572999671,0.572999671,0.572999671,2.257643009,0.654820926,2.912463935,3.024 -1177,1993/3/22,1.6,1.4,241.7673019,0,0,1.588284645,0.773510441,0.773510441,0.704040943,0.078946213,44.36950272,0.532412863,0.532412863,0.532412863,2.044239331,0.611359076,2.655598407,2.592 -1178,1993/3/23,1.8,7.8,243.5065715,6,2.541193492,1.8,0.801923931,4.260730439,2.073955138,0.154079401,44.79026425,0.499831874,0.499831874,0.499831874,2.153025483,0.653911275,2.806936758,2.592 -1179,1993/3/24,1.9,0.6,241.5127924,0,0,1.824357408,0.769421659,0.769421659,2.455246062,0.308310091,45.4329037,0.516619351,0.516619351,0.516619351,2.329225965,0.824929442,3.154155406,2.76 -1180,1993/3/25,2.3,11.8,244.6926305,9.5,4.001616297,2.3,0.821778181,6.320161884,2.885569199,0.239957835,46.28009005,0.543031112,0.543031112,0.543031112,2.581413962,0.782988948,3.36440291,2.592 -1181,1993/3/26,1.8,0.1,242.3067779,0,0,1.703617357,0.782235252,0.782235252,3.500118453,0.444992536,47.40476029,0.579305519,0.579305519,0.579305519,2.954753735,1.024298056,3.97905179,3.024 -1182,1993/3/27,1.7,0,239.9643613,0,0,1.597497114,0.744919457,0.744919457,0.689268289,0.142720048,46.17521748,0.630093246,0.630093246,0.630093246,2.548904346,0.772813295,3.321717641,2.928 -1183,1993/3/28,1.7,7,241.4883455,5.3,2.29301402,1.7,0.76902983,3.776015811,1.868009437,0.141464422,46.09397424,0.574723964,0.574723964,0.574723964,2.523976638,0.716188387,3.240165024,2.928 -1184,1993/3/29,1.7,6.2,242.6195618,4.5,1.918546302,1.7,0.78733006,3.368783758,3.237517323,0.332913507,47.06547848,0.571192537,0.571192537,0.571192537,2.837205619,0.904106045,3.741311663,2.76 -1185,1993/3/30,1.6,7.3,244.19917,5.7,2.39307844,1.6,0.813470209,4.12039177,3.328864579,0.358179187,47.88130342,0.614450153,0.614450153,0.614450153,3.127489788,0.97262934,4.100119127,3.216 -1186,1993/3/31,1.5,21.7,251.305755,20.2,8.046469415,1.5,0.939884401,13.09341499,7.253581458,0.600131854,51.17679667,0.652542583,0.652542583,0.652542583,4.610630797,1.252674437,5.863305233,4.296 -1187,1993/4/1,1.4,0.5,249.5407522,0,0,1.357900259,0.907102548,0.907102548,6.96927812,0.936023221,53.15777493,0.823727998,0.823727998,0.823727998,5.812027857,1.759751218,7.571779075,5.928 -1188,1993/4/2,1.6,0,247.1559189,0,0,1.520552537,0.864280737,0.864280737,0.799473434,0.23349852,50.59232098,0.94083131,0.94083131,0.94083131,4.30575869,1.17432983,5.48008852,5.424 -1189,1993/4/3,1.8,0,244.630878,0,0,1.704306212,0.820734775,0.820734775,0.760647694,0.085977314,48.69843832,0.791268898,0.791268898,0.791268898,3.445799254,0.877246212,4.323045466,5.088 -1190,1993/4/4,1.9,0,242.0607947,0,0,1.791835998,0.778247238,0.778247238,0.721874511,0.08165449,47.22183936,0.692357822,0.692357822,0.692357822,2.890831297,0.774012312,3.664843609,4.512 -1191,1993/4/5,1.7,0,239.7227851,0,0,1.596855414,0.741154184,0.741154184,0.685767082,0.07751166,46.02595391,0.621624512,0.621624512,0.621624512,2.50327704,0.699136172,3.202413211,4.2 -1192,1993/4/6,1.9,2.4,239.2089245,0.5,0.219335422,1.9,0.733196033,1.013860611,0.774784677,0.080538807,45.12558027,0.568247818,0.568247818,0.568247818,2.243406135,0.648786625,2.892192759,3.792 -1193,1993/4/7,2.3,0.1,236.4612432,0,0,2.155878478,0.691802844,0.691802844,0.785229951,0.091100578,44.39133313,0.530283094,0.530283094,0.530283094,2.049760193,0.621383672,2.671143864,2.856 -1194,1993/4/8,2.3,0,233.6706379,0,0,2.13889358,0.651711687,0.651711687,0.606782583,0.072098726,43.63319658,0.500693138,0.500693138,0.500693138,1.865612264,0.572791865,2.438404129,2.424 -1195,1993/4/9,2.3,0,230.9283517,0,0,2.12812695,0.614159313,0.614159313,0.571703612,0.064819757,42.96143805,0.471397842,0.471397842,0.471397842,1.714859988,0.536217599,2.251077588,2.184 -1196,1993/4/10,2.6,0.2,228.1414844,0,0,2.409065468,0.577801758,0.577801758,0.538378548,0.061060802,42.35766965,0.446481859,0.446481859,0.446481859,1.588628808,0.507542661,2.096171469,1.956 -1197,1993/4/11,2.5,2.9,227.7651069,0.4,0.196649878,2.5,0.573027359,0.776377481,0.59847856,0.062567722,41.88541019,0.424903383,0.424903383,0.424903383,1.495641406,0.487471105,1.983112511,1.812 -1198,1993/4/12,2.4,1.1,226.0233494,0,0,2.290412944,0.551344607,0.551344607,0.60982954,0.070356263,41.48350938,0.408552326,0.408552326,0.408552326,1.420282668,0.47890859,1.899191258,1.812 -1199,1993/4/13,2.7,0,223.0469345,0,0,2.460591797,0.515823132,0.515823132,0.482175648,0.05700887,41.02271996,0.394995543,0.394995543,0.394995543,1.337960614,0.452004413,1.789965026,1.608 -1200,1993/4/14,2.6,0.1,220.2975266,0,0,2.364738225,0.484669662,0.484669662,0.451932114,0.051317458,40.59004818,0.379851255,0.379851255,0.379851255,1.264455148,0.431168713,1.695623861,1.404 -1201,1993/4/15,2.3,0.6,218.3023334,0,0,2.132168559,0.463024611,0.463024611,0.427650755,0.048359302,40.18490079,0.366012963,0.366012963,0.366012963,1.19881111,0.414372264,1.613183375,1.404 -1202,1993/4/16,2.2,0,215.8912928,0,0,1.973127872,0.437912722,0.437912722,0.406800467,0.046006555,39.80512524,0.353385019,0.353385019,0.353385019,1.139961035,0.399391574,1.539352608,1.344 -1203,1993/4/17,1.6,0,214.0438021,0,0,1.428069284,0.419421458,0.419421458,0.386815567,0.043681576,39.44701822,0.341833376,0.341833376,0.341833376,1.086755959,0.385514952,1.472270911,1.1616 -1204,1993/4/18,1.3,0,212.4837871,0,0,1.155713884,0.404301069,0.404301069,0.371505258,0.041828355,39.11094286,0.331190305,0.331190305,0.331190305,1.038770928,0.37301866,1.411789588,1.104 -1205,1993/4/19,1.1,0.1,211.2055211,0,0,0.986025084,0.392240902,0.392240902,0.359105997,0.04034373,38.79601051,0.321419324,0.321419324,0.321419324,0.995457674,0.361763054,1.357220727,1.104 -1206,1993/4/20,1.2,0.2,209.9416032,0,0,1.08331581,0.380602092,0.380602092,0.348418325,0.039110869,38.50063853,0.312451578,0.312451578,0.312451578,0.956241881,0.351562447,1.307804328,1.0488 -1207,1993/4/21,1.5,0,208.2558962,0,0,1.320194252,0.365512797,0.365512797,0.336580114,0.03786628,38.22108027,0.304204578,0.304204578,0.304204578,0.920342954,0.342070858,1.262413812,0.9408 -1208,1993/4/22,1.6,0,206.5033733,0,0,1.402184016,0.350338902,0.350338902,0.322966324,0.036396189,37.95352706,0.296543449,0.296543449,0.296543449,0.887062984,0.332939638,1.220002622,0.888 -1209,1993/4/23,1.6,0,204.7715407,0,0,1.395987103,0.335845464,0.335845464,0.309578666,0.034894733,37.69640093,0.289341333,0.289341333,0.289341333,0.856046128,0.324236066,1.180282194,0.8376 -1210,1993/4/24,1.5,0,203.1458019,0,0,1.303056746,0.322682037,0.322682037,0.297060058,0.033466557,37.44893395,0.282538471,0.282538471,0.282538471,0.827065504,0.316005028,1.143070532,0.7392 -1211,1993/4/25,1.7,11.4,208.4609559,9.7,5.682476249,1.7,0.367322229,4.38484598,1.895369136,0.121587671,38.64514302,0.276099799,0.276099799,0.276099799,0.97525987,0.39768747,1.37294734,0.7392 -1212,1993/4/26,1.2,0.9,207.8357096,0,0,1.163418867,0.361827474,0.361827474,2.356872274,0.302269636,40.12143605,0.308219562,0.308219562,0.308219562,1.188798807,0.610489198,1.799288005,0.8376 -1213,1993/4/27,1.3,0.6,206.8688318,0,0,1.213417238,0.353460607,0.353460607,0.32233898,0.083447512,39.67485639,0.351435496,0.351435496,0.351435496,1.120354133,0.434883008,1.555237141,0.8376 -1214,1993/4/28,1.2,0.6,205.9982063,0,0,1.124565135,0.346060331,0.346060331,0.315190699,0.035282314,39.26713852,0.337933896,0.337933896,0.337933896,1.060842462,0.37321621,1.434058672,0.8376 -1215,1993/4/29,1.6,3.2,206.5815925,1.6,0.934391399,1.6,0.351005171,1.016613773,0.576389019,0.049411922,39.12826316,0.325934531,0.325934531,0.325934531,1.041198914,0.375346453,1.416545367,0.8376 -1216,1993/4/30,2.1,1.3,205.540616,0,0,1.998755444,0.342221046,0.342221046,0.648500745,0.078949868,39.06616537,0.321917792,0.321917792,0.321917792,1.032516327,0.40086766,1.433383986,0.8376 -1217,1993/5/1,2.1,6.1,207.5136237,4,2.332030475,2.1,0.359022824,2.026992349,0.973649726,0.079156665,39.29511113,0.320133208,0.320133208,0.320133208,1.064837172,0.399289874,1.464127046,0.888 -1218,1993/5/2,2,16,214.9729924,14,7.88801019,2,0.428641416,6.540631226,3.607625494,0.281902752,41.75808518,0.326747902,0.326747902,0.326747902,1.471399343,0.608650654,2.080049996,0.9936 -1219,1993/5/3,1.6,6.1,216.9712397,4.5,2.447268939,1.6,0.449021639,2.5017527,4.290812673,0.512175287,44.40092878,0.404222048,0.404222048,0.404222048,2.052191123,0.916397335,2.968588458,2.148 -1220,1993/5/4,1.6,14.7,223.3388015,13.1,6.886784355,1.6,0.519222645,6.73243829,3.923115349,0.39067404,46.25234083,0.501072046,0.501072046,0.501072046,2.572775347,0.891746086,3.464521433,1.344 -1221,1993/5/5,1.8,1.4,222.4663801,0,0,1.763306985,0.509114378,0.509114378,3.600367698,0.486744794,47.45740699,0.578090714,0.578090714,0.578090714,2.973392256,1.064835508,4.038227764,2.028 -1222,1993/5/6,2.4,0,219.815328,0,0,2.171686714,0.479365422,0.479365422,0.446449157,0.12365778,46.03145626,0.632545836,0.632545836,0.632545836,2.504945723,0.756203616,3.261149339,2.496 -1223,1993/5/7,2.9,1.9,218.4497807,0,0,2.80095012,0.464597099,0.464597099,0.425593925,0.047963256,44.85525321,0.56848562,0.56848562,0.56848562,2.170282594,0.616448876,2.78673147,1.956 -1224,1993/5/8,2.6,3.2,218.3068788,0.6,0.320171056,2.6,0.463073022,0.742901967,0.528095243,0.052742674,43.95959065,0.519247695,0.519247695,0.519247695,1.943005497,0.571990368,2.514995866,2.268 -1225,1993/5/9,2.8,3.6,218.2713833,0.8,0.427199564,2.8,0.46269508,0.835495516,0.705195334,0.073040244,43.34832975,0.483855544,0.483855544,0.483855544,1.800311773,0.556895788,2.357207561,1.812 -1226,1993/5/10,2.1,33,233.0950469,30.9,15.46734397,2.1,0.643680284,16.07633632,6.773580898,0.416992866,47.56926784,0.460713854,0.460713854,0.460713854,3.013356661,0.87770672,3.891063381,3.024 -1227,1993/5/11,2.1,18,239.5592722,15.9,7.202839574,2.1,0.738614345,9.435774772,11.84502569,1.282120174,53.79194127,0.637779591,0.637779591,0.637779591,6.260131862,1.919899765,8.180031627,5.424 -1228,1993/5/12,2,5,240.1224966,3,1.310616945,2,0.747392536,2.43677559,5.72690225,0.868270485,54.04828647,0.980704672,0.980704672,0.980704672,6.451261724,1.848975158,8.300236881,6.408 -1229,1993/5/13,2.2,1.3,238.5560997,0,0,2.143211607,0.72318524,0.72318524,1.516060815,0.288612242,51.67458379,0.997159743,0.997159743,0.997159743,4.886923236,1.285771985,6.172695221,5.784 -1230,1993/5/14,2.4,0.2,235.8201022,0,0,2.253576777,0.682420725,0.682420725,0.634760695,0.091634243,49.41266164,0.852113485,0.852113485,0.852113485,3.74879633,0.943747728,4.692544058,5.088 -1231,1993/5/15,2.7,1.9,234.4138601,0,0,2.644040819,0.662201318,0.662201318,0.606189977,0.06827906,47.69026117,0.728554174,0.728554174,0.728554174,3.057144621,0.796833235,3.853977855,3.696 -1232,1993/5/16,2.2,6.2,235.5731074,4,1.838081097,2.2,0.678833809,2.840752712,1.456723789,0.114277667,46.98163165,0.643475381,0.643475381,0.643475381,2.808828688,0.757753048,3.566581736,3.312 -1233,1993/5/17,2.5,0,232.6152494,0,0,2.320811339,0.637046618,0.637046618,1.685996168,0.210009811,46.5964608,0.610627441,0.610627441,0.610627441,2.681794462,0.820637252,3.502431714,3.216 -1234,1993/5/18,3.3,0,228.981894,0,0,3.044777325,0.588578113,0.588578113,0.554192102,0.088631815,45.41873311,0.593284829,0.593284829,0.593284829,2.325204618,0.681916643,3.007121261,2.664 -1235,1993/5/19,3.7,0,225.053488,0,0,3.388845575,0.539560399,0.539560399,0.510353457,0.058353539,44.41560977,0.542438541,0.542438541,0.542438541,2.055915337,0.600792079,2.656707417,2.268 -1236,1993/5/20,3.7,0,221.1967523,0,0,3.362048351,0.494687334,0.494687334,0.467875061,0.053549218,43.5409064,0.501652157,0.501652157,0.501652157,1.844230585,0.555201375,2.39943196,2.112 -1237,1993/5/21,3.2,15.9,227.0878221,12.7,6.455585745,3.2,0.564515925,6.80893018,2.939967135,0.188595167,44.79461415,0.467917311,0.467917311,0.467917311,2.154176696,0.656512478,2.810689174,2.004 -1238,1993/5/22,2.6,0,224.1838695,0,0,2.374785353,0.529167345,0.529167345,3.646911458,0.4685812,46.35382377,0.516794976,0.516794976,0.516794976,2.60449682,0.985376176,3.589872996,2.904 -1239,1993/5/23,3,7.4,225.8550136,4.4,2.220428673,3,0.549284541,2.728855868,1.345344467,0.175264723,45.83555626,0.582542294,0.582542294,0.582542294,2.446154269,0.757807017,3.203961286,1.812 -1240,1993/5/24,2.9,10.6,229.0669689,7.7,3.801633328,2.9,0.589677964,4.488044636,3.151023246,0.285556086,46.79879045,0.560062836,0.560062836,0.560062836,2.747851888,0.845618921,3.59347081,1.884 -1241,1993/5/25,2.3,5.6,230.0626283,3.3,1.598332726,2.3,0.602673339,2.304340613,3.17646165,0.380124146,47.56557358,0.602350372,0.602350372,0.602350372,3.012028898,0.982474518,3.994503416,2.112 -1242,1993/5/26,2.4,4.8,230.606848,2.4,1.154093039,2.4,0.609873374,1.855780335,1.896680957,0.246343359,47.2123206,0.637606251,0.637606251,0.637606251,2.887540182,0.88394961,3.771489792,1.884 -1243,1993/5/27,2.4,4.3,230.9030733,1.9,0.910046729,2.4,0.613821453,1.603774724,1.570635192,0.185336996,46.69150165,0.621186058,0.621186058,0.621186058,2.712640198,0.806523054,3.519163251,2.028 -1244,1993/5/28,2.7,2.8,230.3446359,0.1,0.047958339,2.7,0.606395708,0.658437369,1.069895742,0.142599636,45.89505265,0.597530982,0.597530982,0.597530982,2.463875732,0.740130618,3.204006349,1.884 -1245,1993/5/29,3.5,6.7,231.2580418,3.2,1.531985394,3.5,0.618579541,2.286594147,1.23587609,0.112731204,45.37945045,0.562611411,0.562611411,0.562611411,2.314089701,0.675342615,2.989432315,1.668 -1246,1993/5/30,3.9,0.1,227.1966125,0,0,3.595553068,0.565876188,0.565876188,1.378081411,0.171686977,45.07010752,0.540798272,0.540798272,0.540798272,2.228222605,0.712485249,2.940707854,2.112 -1247,1993/5/31,3.6,0,223.3909368,0,0,3.28584393,0.519831783,0.519831783,0.491096476,0.075871505,44.10966978,0.528005033,0.528005033,0.528005033,1.979539255,0.603876539,2.583415793,1.74 -1248,1993/6/1,4.1,0,219.2070515,0,0,3.711144255,0.472741019,0.472741019,0.449243097,0.05149261,43.26661714,0.489661891,0.489661891,0.489661891,1.78195763,0.541154501,2.323112132,1.476 -1249,1993/6/2,4.1,0.1,215.1880115,0,0,3.688241981,0.430797997,0.430797997,0.408895276,0.046908866,42.51291298,0.457681412,0.457681412,0.457681412,1.620280844,0.504590278,2.124871123,1.404 -1250,1993/6/3,2.9,28.6,227.9504455,25.7,13.33780841,2.9,0.575374418,12.93756601,5.329124792,0.318097158,45.82838933,0.430378935,0.430378935,0.430378935,2.444027373,0.748476092,3.192503465,1.836 -1251,1993/6/4,2.8,0.1,224.9420754,0,0,2.57015036,0.538219776,0.538219776,6.744844688,0.874084442,49.39290539,0.559756392,0.559756392,0.559756392,3.74008502,1.433840834,5.173925854,3.6 -1252,1993/6/5,3.3,0,221.4455581,0,0,2.999028968,0.497488326,0.497488326,0.468304847,0.199168687,47.57376991,0.727535163,0.727535163,0.727535163,3.014975491,0.92670385,3.941679341,2.028 -1253,1993/6/6,3.5,5.9,222.1846519,2.4,1.244977979,3.5,0.50588419,1.660906211,0.907404266,0.07576618,46.47600354,0.637990879,0.637990879,0.637990879,2.643161519,0.713757059,3.356918578,1.956 -1254,1993/6/7,4,0.1,218.2009749,0,0,3.621730876,0.461946134,0.461946134,1.021108095,0.126051954,45.68362263,0.587934167,0.587934167,0.587934167,2.401423168,0.713986121,3.115409289,2.112 -1255,1993/6/8,4.4,0.2,214.0233421,0,0,3.958412486,0.419220253,0.419220253,0.398870573,0.059397606,44.54665768,0.553592065,0.553592065,0.553592065,2.089427592,0.612989671,2.702417263,1.74 -1256,1993/6/9,3.6,1.3,211.5850598,0,0,3.342491134,0.395791167,0.395791167,0.368041418,0.041911687,43.57049008,0.506851714,0.506851714,0.506851714,1.851060736,0.548763401,2.399824137,1.608 -1257,1993/6/10,3.2,0,208.3957724,0,0,2.822541128,0.366746276,0.366746276,0.344736445,0.039217921,42.72073877,0.469030991,0.469030991,0.469030991,1.663518744,0.508248912,2.171767656,1.536 -1258,1993/6/11,3.9,0,204.6505784,0,0,3.410342608,0.334851438,0.334851438,0.317470034,0.036317109,41.96502132,0.437787768,0.437787768,0.437787768,1.510975249,0.474104877,1.985080126,1.476 -1259,1993/6/12,4.1,0,200.796169,0,0,3.550016738,0.304392616,0.304392616,0.289332048,0.033192758,41.28189217,0.411276648,0.411276648,0.411276648,1.383737846,0.444469406,1.828207252,1.344 -1260,1993/6/13,3.7,0,197.3449557,0,0,3.172166776,0.279046596,0.279046596,0.26393917,0.030242164,40.65833035,0.388317145,0.388317145,0.388317145,1.275818137,0.418559309,1.694377446,1.1616 -1261,1993/6/14,4,0,193.6956019,0,0,3.395236184,0.254117628,0.254117628,0.241292529,0.027656414,40.08475121,0.368172523,0.368172523,0.368172523,1.183044197,0.395828937,1.578873134,0.9936 -1262,1993/6/15,4.4,0,189.772731,0,0,3.693523874,0.229346951,0.229346951,0.218918999,0.025162072,39.55187272,0.350312114,0.350312114,0.350312114,1.102109597,0.375474187,1.477583783,0.888 -1263,1993/6/16,3.5,0,186.6549506,0,0,2.906705188,0.211075234,0.211075234,0.199193121,0.022825789,39.05446086,0.334281747,0.334281747,0.334281747,1.030886728,0.357107536,1.387994263,0.8376 -1264,1993/6/17,2.9,0,184.0712409,0,0,2.386874474,0.1968352,0.1968352,0.184341488,0.021010462,38.59056101,0.319797634,0.319797634,0.319797634,0.968038976,0.340808096,1.308847072,0.7872 -1265,1993/6/18,2.5,0,181.8443783,0,0,2.041672772,0.185189873,0.185189873,0.172550623,0.019595861,38.15747347,0.306698608,0.306698608,0.306698608,0.912336772,0.326294469,1.238631241,0.7872 -1266,1993/6/19,2.5,0,179.6434388,0,0,2.026709834,0.174229633,0.174229633,0.162340506,0.018415763,37.75196404,0.294819782,0.294819782,0.294819782,0.862669717,0.313235545,1.175905262,0.7872 -1267,1993/6/20,2.9,0,177.1487322,0,0,2.332264681,0.162441925,0.162441925,0.152149359,0.017293496,37.37010259,0.283998738,0.283998738,0.283998738,0.81800954,0.301292234,1.119301774,0.6936 -1268,1993/6/21,2.9,0,174.6851236,0,0,2.312171201,0.151437422,0.151437422,0.141849865,0.016141675,37.00849098,0.274070946,0.274070946,0.274070946,0.777532425,0.290212621,1.067745046,0.6936 -1269,1993/6/22,2.6,0.5,172.8797495,0,0,2.161614765,0.143759278,0.143759278,0.133260052,0.015105001,36.66589799,0.264900515,0.264900515,0.264900515,0.740753556,0.280005516,1.020759072,0.6936 -1270,1993/6/23,2.9,0,170.4687744,0,0,2.276979716,0.133995463,0.133995463,0.125525677,0.014252174,36.34064022,0.256416592,0.256416592,0.256416592,0.707200044,0.270668766,0.97786881,0.7392 -1271,1993/6/24,3.3,9.5,174.7130668,6.2,4.395851247,3.3,0.151558794,1.955707547,0.840351818,0.053501156,36.68660148,0.248543261,0.248543261,0.248543261,0.742933816,0.302044417,1.044978233,0.6936 -1272,1993/6/25,3,10.6,179.804869,7.6,5.266817566,3,0.175015396,2.50819783,1.978424886,0.186212231,38.02597759,0.256923701,0.256923701,0.256923701,0.895972478,0.443135933,1.339108411,0.7872 -1273,1993/6/26,3,6,181.6632777,3,2.042676338,3,0.184267678,1.14159134,1.717433668,0.21430673,39.00997705,0.291279111,0.291279111,0.291279111,1.024713317,0.505585842,1.530299158,0.888 -1274,1993/6/27,3,19.6,192.3405329,16.6,10.92258525,3,0.245329954,5.922744701,2.916459207,0.235223207,40.92407572,0.318524553,0.318524553,0.318524553,1.320885088,0.55374776,1.874632848,1.1616 -1275,1993/6/28,2.6,27.5,207.1553288,24.9,15.17071926,2.6,0.355923425,10.08520417,6.975052022,0.627250273,45.83099211,0.376663954,0.376663954,0.376663954,2.444799592,1.003914228,3.448713819,2.268 -1276,1993/6/29,2.5,0.4,204.9834827,0,0,2.234253227,0.337592843,0.337592843,5.225415865,0.74546828,48.32107398,0.559867668,0.559867668,0.559867668,3.295201661,1.305335948,4.600537609,2.712 -1277,1993/6/30,2.5,0,202.495454,0,0,2.170495,0.31753376,0.31753376,0.295908235,0.148284572,46.60589992,0.673761215,0.673761215,0.673761215,2.684843509,0.822045787,3.506889296,1.536 -1278,1993/7/1,3.2,0.1,199.5286569,0,0,2.771919192,0.294877862,0.294877862,0.276829063,0.03149267,45.20979874,0.593705575,0.593705575,0.593705575,2.266635813,0.625198244,2.891834057,1.344 -1279,1993/7/2,4,8.8,202.1217661,4.8,2.907714781,4,0.314605555,2.206890774,1.020823705,0.071723549,44.64855533,0.533755043,0.533755043,0.533755043,2.115822159,0.605478591,2.72130075,1.284 -1280,1993/7/3,3.2,3.1,201.7238503,0,0,3.186404445,0.311511383,0.311511383,1.237339889,0.156534967,44.35598822,0.510921198,0.510921198,0.510921198,2.040828201,0.667456165,2.708284366,1.344 -1281,1993/7/4,3.2,0.1,198.7681974,0,0,2.766367902,0.289284998,0.289284998,0.271578623,0.05301782,43.33055988,0.499299224,0.499299224,0.499299224,1.796306188,0.552317044,2.348623231,1.284 -1282,1993/7/5,3.7,2.7,197.6318152,0,0,3.555295778,0.281086402,0.281086402,0.257117237,0.029010691,42.44197969,0.460053178,0.460053178,0.460053178,1.605750604,0.489063869,2.094814473,1.224 -1283,1993/7/6,3.8,0,194.1458315,0,0,3.228891098,0.257092646,0.257092646,0.243497855,0.027678682,41.6603285,0.427870849,0.427870849,0.427870849,1.453019896,0.455549531,1.908569427,1.0488 -1284,1993/7/7,4.1,0,190.4646888,0,0,3.447573504,0.233569191,0.233569191,0.222089291,0.02547592,40.95680749,0.400919701,0.400919701,0.400919701,1.32653,0.426395622,1.752925622,0.9936 -1285,1993/7/8,4.2,3.6,189.7343713,0,0,4.101202785,0.229114689,0.229114689,0.208452299,0.02353659,40.32225089,0.377719427,0.377719427,0.377719427,1.220728328,0.401256016,1.621984344,0.9936 -1286,1993/7/9,4.1,2.1,187.852438,0,0,3.763983847,0.217949433,0.217949433,0.201791838,0.022718935,39.75003897,0.357630598,0.357630598,0.357630598,1.131634351,0.380349533,1.511983884,0.7872 -1287,1993/7/10,3.6,1.7,186.0728506,0,0,3.271790285,0.207797113,0.207797113,0.192143317,0.021703791,39.22720148,0.340180518,0.340180518,0.340180518,1.055161328,0.36188431,1.417045638,0.7392 -1288,1993/7/11,3.4,3,185.5383316,0,0,3.329696026,0.204823037,0.204823037,0.185842343,0.020834174,38.74872972,0.324775772,0.324775772,0.324775772,0.989089877,0.345609947,1.334699824,0.7872 -1289,1993/7/12,3.6,1.7,183.7827348,0,0,3.260302529,0.195294199,0.195294199,0.180575898,0.020308228,38.30892816,0.311120858,0.311120858,0.311120858,0.931498317,0.331429086,1.262927403,0.8376 -1290,1993/7/13,3.5,1.9,182.2882551,0,0,3.207013932,0.187465832,0.187465832,0.172671798,0.019469978,37.90000617,0.29893584,0.29893584,0.29893584,0.880529628,0.318405818,1.198935445,0.7872 -1291,1993/7/14,3.6,1.6,180.4850276,0,0,3.224870074,0.178357351,0.178357351,0.165120496,0.018638987,37.51797614,0.287915778,0.287915778,0.287915778,0.835066303,0.306554765,1.141621068,0.7872 -1292,1993/7/15,3.6,0,177.4205893,0,0,2.900743827,0.163694506,0.163694506,0.154728342,0.017621319,37.15667924,0.277885504,0.277885504,0.277885504,0.793910741,0.295506823,1.089417564,0.7392 -1293,1993/7/16,3.9,0,174.1633438,0,0,3.108060148,0.149185347,0.149185347,0.141592503,0.016223916,36.81077899,0.268631607,0.268631607,0.268631607,0.756124364,0.284855523,1.040979888,0.7392 -1294,1993/7/17,3.5,10.1,178.5882898,6.6,4.594109011,3.5,0.169163073,2.175054063,0.934684714,0.059557336,37.20601629,0.259980342,0.259980342,0.259980342,0.799427752,0.319537678,1.11896543,0.6936 -1295,1993/7/18,2.6,5.9,180.6688231,3.3,2.259802534,2.6,0.179269155,1.219466621,1.579997339,0.172636819,38.14510846,0.269882102,0.269882102,0.269882102,0.910787268,0.442518922,1.35330619,0.9408 -1296,1993/7/19,2.9,4,181.2348712,1.1,0.748148857,2.9,0.182100815,0.533951959,0.826674043,0.118170112,38.33184131,0.294485538,0.294485538,0.294485538,0.934426739,0.412655651,1.34708239,0.9936 -1297,1993/7/20,3.2,1.2,179.4424525,0,0,2.819163386,0.173255286,0.173255286,0.338045998,0.05356306,38.06824431,0.299562101,0.299562101,0.299562101,0.901205095,0.353125162,1.254330256,0.9936 -1298,1993/7/21,3.6,0.1,176.4725693,0,0,2.91052336,0.15935981,0.15935981,0.15043967,0.021274668,37.65943455,0.292413858,0.292413858,0.292413858,0.851663291,0.313688525,1.165351816,0.9408 -1299,1993/7/22,3.7,7.2,178.7243548,3.5,2.421595211,3.7,0.169809705,1.248214493,0.573628792,0.040000154,37.6625959,0.281569925,0.281569925,0.281569925,0.852037366,0.321570078,1.173607444,0.888 -1300,1993/7/23,3.2,5,179.7844471,1.8,1.235008111,3.2,0.174915835,0.739907724,0.922561718,0.100821979,37.97688333,0.281652662,0.281652662,0.281652662,0.889926951,0.38247464,1.272401591,0.7872 -1301,1993/7/24,2.8,3.6,180.1546053,0.8,0.546885649,2.8,0.176727491,0.429841842,0.543410336,0.073179953,37.92650003,0.289965016,0.289965016,0.289965016,0.883758652,0.36314497,1.246903622,0.7872 -1302,1993/7/25,2.7,1.5,179.0143868,0,0,2.469023821,0.171194659,0.171194659,0.284666506,0.040963896,37.64931997,0.288620826,0.288620826,0.288620826,0.85046739,0.329584722,1.180052112,0.8376 -1303,1993/7/26,2.8,2.9,178.9123946,0.1,0.068714429,2.8,0.1707066,0.201992171,0.166243243,0.020846018,37.28818114,0.281305329,0.281305329,0.281305329,0.808687406,0.302151347,1.110838753,0.888 -1304,1993/7/27,3.1,0,176.2677962,0,0,2.486162746,0.158435714,0.158435714,0.164583853,0.018879928,36.95323971,0.27197387,0.27197387,0.27197387,0.771499146,0.290853798,1.062352945,0.8376 -1305,1993/7/28,3.4,0,173.4212774,0,0,2.700489907,0.146028808,0.146028808,0.137690187,0.016084959,36.61865069,0.263518919,0.263518919,0.263518919,0.73579813,0.279603878,1.015402009,0.7392 -1306,1993/7/29,3.8,0,170.302273,0,0,2.985663081,0.133341333,0.133341333,0.12641312,0.014470725,36.29748062,0.255261998,0.255261998,0.255261998,0.702845183,0.269732723,0.972577906,0.6936 -1307,1993/7/30,4.3,0,166.8448818,0,0,3.337065043,0.120326146,0.120326146,0.114864914,0.013198093,35.98762199,0.247511664,0.247511664,0.247511664,0.672235214,0.260709757,0.932944971,0.7392 -1308,1993/7/31,4.6,1.4,164.2789345,0,0,3.854605669,0.111341701,0.111341701,0.104743787,0.011988914,35.68878151,0.240195025,0.240195025,0.240195025,0.643779287,0.252183939,0.895963226,0.648 -1309,1993/8/1,3.4,2.8,163.7121082,0,0,3.257394803,0.109431502,0.109431502,0.099452811,0.011198209,35.40392124,0.233286176,0.233286176,0.233286176,0.617599261,0.244484385,0.862083646,0.648 -1310,1993/8/2,3.6,4.5,164.26446,0.9,0.663644455,3.6,0.111292592,0.347648137,0.19260741,0.01619452,35.22201164,0.226833798,0.226833798,0.226833798,0.601350808,0.243028318,0.844379125,0.6936 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-1321,1993/8/13,3.3,0,165.8436625,0,0,2.547310957,0.116753881,0.116753881,0.109975184,0.012533849,37.02098023,0.275217152,0.275217152,0.275217152,0.778901706,0.287751001,1.066652707,0.9936 -1322,1993/8/14,3.5,0,163.0634283,0,0,2.672956485,0.107277775,0.107277775,0.101334494,0.011581775,36.64859295,0.265213533,0.265213533,0.265213533,0.738935311,0.276795308,1.015730619,0.7872 -1323,1993/8/15,3.8,0,160.0970347,0,0,2.868536378,0.097857192,0.097857192,0.092827936,0.010632762,36.29483517,0.255993272,0.255993272,0.255993272,0.702578986,0.266626034,0.969205021,0.7392 -1324,1993/8/16,4,0.3,157.2481696,0,0,3.059419686,0.089445457,0.089445457,0.084748006,0.009712193,35.95769297,0.247448532,0.247448532,0.247448532,0.669338739,0.257160725,0.926499464,0.6936 -1325,1993/8/17,3,0,154.9522242,0,0,2.212848568,0.083096754,0.083096754,0.077992546,0.008904404,35.63629504,0.2394966,0.2394966,0.2394966,0.638887067,0.248401004,0.887288071,0.648 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-1331,1993/8/23,2.8,1.1,149.5408235,0,0,2.321164908,0.069553121,0.069553121,0.064141218,0.00725307,34.95825482,0.223382206,0.223382206,0.223382206,0.578426051,0.230635276,0.809061327,0.6048 -1332,1993/8/24,2.5,0,147.6927328,0,0,1.782734194,0.065356517,0.065356517,0.060939735,0.006899252,34.68106738,0.216996179,0.216996179,0.216996179,0.555123359,0.223895431,0.779018789,0.5616 -1333,1993/8/25,2.5,0,145.8640721,0,0,1.767254534,0.061406108,0.061406108,0.057260063,0.006498438,34.41580134,0.211033585,0.211033585,0.211033585,0.533559679,0.217532023,0.751091702,0.4824 -1334,1993/8/26,2.7,0,143.915392,0,0,1.891270865,0.05740929,0.05740929,0.053686358,0.006099474,34.16138873,0.205437908,0.205437908,0.205437908,0.513536881,0.211537383,0.725074263,0.4824 -1335,1993/8/27,2.8,0,141.9195492,0,0,1.942308363,0.053534472,0.053534472,0.050137425,0.005703018,33.91681706,0.200171523,0.200171523,0.200171523,0.494880616,0.205874541,0.700755157,0.4824 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-1361,1993/9/22,2.1,46.6,190.8707293,44.5,31.01400836,2.1,0.23607569,13.72206733,8.62135373,0.721634706,42.66738733,0.228319886,0.228319886,0.228319886,1.652323538,0.949954592,2.60227813,2.22 -1362,1993/9/23,1.7,0.2,189.3905693,0,0,1.453118474,0.227041439,0.227041439,7.017994351,0.988896256,47.22821966,0.435877207,0.435877207,0.435877207,2.893039228,1.424773462,4.31781269,5.208 -1363,1993/9/24,1.5,0,187.9247296,0,0,1.247469614,0.218370102,0.218370102,0.200911256,0.181677261,45.65730014,0.621918525,0.621918525,0.621918525,2.393749306,0.803595786,3.197345092,2.112 -1364,1993/9/25,1.7,2,187.9029851,0.3,0.19649895,1.7,0.218243501,0.32174455,0.237376187,0.024208349,44.39616805,0.552476457,0.552476457,0.552476457,2.050984733,0.576684806,2.627669539,1.536 -1365,1993/9/26,1.8,14.1,195.5169168,12.3,7.880256812,1.8,0.266325105,4.686068293,2.013908314,0.126751834,44.76469162,0.500884031,0.500884031,0.500884031,2.146268768,0.627635865,2.773904633,1.536 -1366,1993/9/27,1.6,0.8,194.5787915,0,0,1.478145434,0.259979855,0.259979855,2.46871998,0.319980776,45.42267633,0.515587729,0.515587729,0.515587729,2.326323,0.835568505,3.161891506,2.184 -1367,1993/9/28,1.4,0,193.145601,0,0,1.182669583,0.250520904,0.250520904,0.230244645,0.077992676,44.19495321,0.542603388,0.542603388,0.542603388,2.000571159,0.620596064,2.621167223,1.536 -1368,1993/9/29,1.4,0,191.7264612,0,0,1.177710957,0.241428847,0.241428847,0.221876549,0.024964087,43.15308312,0.49298347,0.49298347,0.49298347,1.756730102,0.517947557,2.27467766,1.224 -1369,1993/9/30,1.5,0,190.2379273,0,0,1.256355183,0.232178708,0.232178708,0.213631239,0.024047084,42.25267596,0.453491746,0.453491746,0.453491746,1.567530151,0.477538831,2.045068982,1.1616 -1370,1993/10/1,1.6,9,194.6979228,7.4,4.720774338,1.6,0.260778834,2.940004496,1.278819026,0.082763557,42.36301409,0.421228502,0.421228502,0.421228502,1.589709398,0.503992058,2.093701456,1.104 -1371,1993/10/2,1.5,1.9,194.6890385,0.4,0.251834903,1.5,0.260719182,0.408884279,1.645961907,0.206505891,42.76187161,0.425091054,0.425091054,0.425091054,1.672195442,0.631596945,2.303792387,1.104 -1372,1993/10/3,1.3,12.1,201.0484937,10.8,6.665771016,1.3,0.306315815,4.440544799,1.960899292,0.159235713,43.35925692,0.439264849,0.439264849,0.439264849,1.80277883,0.598500561,2.401279391,1.224 -1373,1993/10/4,1.5,0,199.4638622,0,0,1.290233528,0.294397968,0.294397968,2.35835338,0.305496626,44.18149237,0.461120458,0.461120458,0.461120458,1.997238384,0.766617084,2.763855468,1.344 -1374,1993/10/5,1.9,0,197.5568545,0,0,1.626455498,0.280552219,0.280552219,0.259487728,0.078036502,43.17243133,0.492458137,0.492458137,0.492458137,1.761006911,0.57049464,2.33150155,1.224 -1375,1993/10/6,2.1,0,195.5029412,0,0,1.787683667,0.266229674,0.266229674,0.246838173,0.02790415,42.29705518,0.454203795,0.454203795,0.454203795,1.576418119,0.482107945,2.058526063,1.0488 -1376,1993/10/7,1.5,0,193.9765855,0,0,1.270384648,0.255971044,0.255971044,0.23555353,0.026566721,41.52709547,0.422779036,0.422779036,0.422779036,1.428292277,0.449345757,1.877638034,0.9408 -1377,1993/10/8,1.5,0,192.46569,0,0,1.264764296,0.246131228,0.246131228,0.226486236,0.02550212,40.84303378,0.396450007,0.396450007,0.396450007,1.306997925,0.421952127,1.728950051,0.8376 -1378,1993/10/9,1.7,1.1,191.7200804,0,0,1.604220947,0.241388574,0.241388574,0.219644283,0.024625081,40.23066235,0.374059734,0.374059734,0.374059734,1.206075447,0.398684815,1.604760262,0.6936 -1379,1993/10/10,1.5,7.7,195.3846111,6.2,3.929953464,1.5,0.265422769,2.535469305,1.12363781,0.074549707,40.46519245,0.354795516,0.354795516,0.354795516,1.243903232,0.429345223,1.673248455,0.6936 -1380,1993/10/11,1.4,3.5,196.4244057,2.1,1.312375432,1.4,0.272580846,1.060205414,1.699047607,0.194108137,41.16364178,0.362087572,0.362087572,0.362087572,1.362685848,0.556195709,1.918881557,0.6936 -1381,1993/10/12,1.5,7.9,200.0668868,6.4,3.941369576,1.5,0.298888533,2.757518958,1.624791062,0.16067608,41.71045216,0.384437946,0.384437946,0.384437946,1.46241863,0.545114026,2.007532656,1.0488 -1382,1993/10/13,1.1,0.8,199.5143941,0,0,1.05772054,0.294772172,0.294772172,1.508739175,0.201676339,42.0870554,0.402610526,0.402610526,0.402610526,1.534746455,0.604286865,2.13903332,1.1616 -1383,1993/10/14,1.3,6.4,202.2864142,5.1,3.087913213,1.3,0.315893047,2.327979834,1.068612461,0.10315219,42.04468867,0.415477853,0.415477853,0.415477853,1.526457044,0.518630043,2.045087088,1.0488 -1384,1993/10/15,1.5,1.1,201.6299792,0,0,1.445649992,0.310785021,0.310785021,1.298190937,0.164540637,42.19988152,0.414015858,0.414015858,0.414015858,1.55701395,0.578556496,2.135570445,1.104 -1385,1993/10/16,1.4,0,200.124407,0,0,1.206252433,0.299319729,0.299319729,0.275176591,0.054618108,41.47561181,0.419389249,0.419389249,0.419389249,1.418835552,0.474007357,1.892842909,1.0488 -1386,1993/10/17,1.7,0,198.3797035,0,0,1.458242674,0.286460843,0.286460843,0.264307221,0.029784953,40.8298933,0.39473241,0.39473241,0.39473241,1.304758136,0.424517363,1.729275499,0.9936 -1387,1993/10/18,1.4,0.1,196.9928584,0,0,1.210285996,0.27655916,0.27655916,0.25390261,0.028580411,40.24851493,0.37363869,0.37363869,0.37363869,1.208919672,0.4022191,1.611138772,0.9408 -1388,1993/10/19,1,0,195.8730415,0,0,0.851050729,0.268766145,0.268766145,0.245824228,0.027601649,39.72223466,0.35534687,0.35534687,0.35534687,1.127451368,0.38294852,1.510399888,0.8376 -1389,1993/10/20,1,9.4,200.7397972,8.4,5.170719972,1,0.303964283,3.53324431,1.531680296,0.098623595,40.36555398,0.339348425,0.339348425,0.339348425,1.227709396,0.43797202,1.665681416,0.9408 -1390,1993/10/21,0.7,1.5,200.9191084,0.8,0.484639645,0.7,0.305328435,0.62068879,2.029173169,0.250892122,41.356533,0.358976644,0.358976644,0.358976644,1.3971708,0.609868766,2.007039566,0.9408 -1391,1993/10/22,0.6,0.3,200.3597017,0,0,0.55831787,0.301088797,0.301088797,0.432346385,0.089405048,40.86833892,0.390780079,0.390780079,0.390780079,1.311320537,0.480185127,1.791505664,1.1616 -1392,1993/10/23,0.6,2.9,201.4430198,2.3,1.392660477,0.6,0.309342407,1.21668193,0.632729481,0.053975527,40.6084338,0.37487151,0.37487151,0.37487151,1.267506115,0.428847036,1.696353151,0.9936 -1393,1993/10/24,0.6,2,201.9728352,1.4,0.843260035,0.6,0.3134446,0.870184565,0.958113082,0.103263913,40.65746659,0.366593552,0.366593552,0.366593552,1.275673848,0.469857465,1.745531313,1.0488 -1394,1993/10/25,0.7,8,205.9579505,7.3,4.330836464,0.7,0.345721194,3.31488473,1.749063715,0.144766141,41.37429199,0.368145148,0.368145148,0.368145148,1.400383463,0.512911289,1.913294752,0.9936 -1395,1993/10/26,0.5,6.2,208.8890725,5.7,3.302245143,0.5,0.3711231,2.768877957,2.767669663,0.290670385,42.84374485,0.391367714,0.391367714,0.391367714,1.689584512,0.682038099,2.371622611,1.224 -1396,1993/10/27,0.6,1.5,209.0324774,0.9,0.515808206,0.6,0.372403308,0.756595102,1.696939945,0.239158127,43.21291499,0.442215507,0.442215507,0.442215507,1.769985318,0.681373634,2.451358952,1.344 -1397,1993/10/28,0.8,0,207.9664438,0,0,0.703062765,0.362970887,0.362970887,0.525415195,0.090752833,42.56334493,0.455696249,0.455696249,0.455696249,1.630681499,0.546449082,2.177130581,1.344 -1398,1993/10/29,1,1.3,207.7783891,0.3,0.173272412,1,0.361327057,0.488054645,0.376094208,0.043685172,41.87748521,0.432168501,0.432168501,0.432168501,1.494122434,0.475853673,1.969976107,1.104 -1399,1993/10/30,1.1,10.3,212.5980291,9.2,5.22503325,1.1,0.405393261,4.380360011,1.977093593,0.132766033,42.62035201,0.408281838,0.408281838,0.408281838,1.642508623,0.541047872,2.183556495,1.1616 -1400,1993/10/31,1.1,2.1,212.7489477,1,0.557758329,1.1,0.406839727,0.849081397,2.547120648,0.314618046,43.71655686,0.434197777,0.434197777,0.434197777,1.885113581,0.748815823,2.633929404,1.608 -1401,1993/11/1,1,0,211.4676743,0,0,0.886583109,0.394690376,0.394690376,0.584643978,0.116583024,43.04315401,0.474557461,0.474557461,0.474557461,1.732604291,0.591140485,2.323744776,1.344 -1402,1993/11/2,1,0,210.2008339,0,0,0.883874033,0.382966296,0.382966296,0.350589162,0.044570897,42.27184137,0.449461283,0.449461283,0.449461283,1.571363077,0.49403218,2.065395257,1.476 -1403,1993/11/3,1,0,208.9480209,0,0,0.881164072,0.371648917,0.371648917,0.340198177,0.0381865,41.59338745,0.42189761,0.42189761,0.42189761,1.440549714,0.460084109,1.900633823,1.476 -1404,1993/11/4,0.9,0.1,207.8828655,0,0,0.802915893,0.362239569,0.362239569,0.330766396,0.037091846,40.99046672,0.398669493,0.398669493,0.398669493,1.332356616,0.435761338,1.768117955,1.344 -1405,1993/11/5,0.7,0.2,207.0892085,0,0,0.638303204,0.355353814,0.355353814,0.323295051,0.0361838,40.4509857,0.378807007,0.378807007,0.378807007,1.241583078,0.414990807,1.656573886,1.284 -1406,1993/11/6,0.4,0,206.3898523,0,0,0.349982435,0.349373741,0.349373741,0.317455706,0.03548534,39.96557059,0.361642834,0.361642834,0.361642834,1.16451365,0.397128174,1.561641824,1.224 -1407,1993/11/7,0.2,0,205.8701496,0,0,0.174720209,0.344982438,0.344982438,0.312701361,0.034911524,39.52656518,0.346680205,0.346680205,0.346680205,1.098386973,0.381591729,1.479978703,1.1616 -1408,1993/11/8,0.1,0,205.4415015,0,0,0.087254161,0.341393979,0.341393979,0.309066391,0.034471278,39.1280029,0.333533722,0.333533722,0.333533722,1.041162395,0.368004999,1.409167394,0.9408 -1409,1993/11/9,0,0,205.1029207,0,0,0,0.338580776,0.338580776,0.30614308,0.03411998,38.76480524,0.321910298,0.321910298,0.321910298,0.991251033,0.356030277,1.34728131,0.9408 -1410,1993/11/10,0,0,204.7671117,0,0,0,0.335809026,0.335809026,0.303627576,0.033830426,38.4326075,0.311572849,0.311572849,0.311572849,0.947398164,0.345403274,1.292801438,0.9936 -1411,1993/11/11,0.2,0,204.2614477,0,0,0.173994322,0.331669716,0.331669716,0.30059268,0.033522744,38.12700488,0.302327366,0.302327366,0.302327366,0.908522668,0.33585011,1.244372778,1.0488 -1412,1993/11/12,0.4,1.9,204.8118599,1.5,0.88658959,0.4,0.336177319,0.94958773,0.542641282,0.046779056,38.06307863,0.293996661,0.293996661,0.293996661,0.900564198,0.340775717,1.241339914,1.0488 -1413,1993/11/13,0.5,1.7,205.1797045,1.2,0.707061663,0.5,0.339217119,0.832155455,0.808231606,0.085093298,38.24075393,0.292275004,0.292275004,0.292275004,0.922831311,0.377368302,1.300199613,0.9936 -1414,1993/11/14,0.4,0,204.4978235,0,0,0.348281471,0.33359953,0.33359953,0.551961139,0.073657322,38.17522759,0.297078036,0.297078036,0.297078036,0.914565515,0.370735357,1.285300873,1.0488 -1415,1993/11/15,0.2,0,203.9944499,0,0,0.17387287,0.329500695,0.329500695,0.298620125,0.039150075,37.88985305,0.295300175,0.295300175,0.295300175,0.879294835,0.334450251,1.213745086,0.888 -1416,1993/11/16,0.2,0,203.4953283,0,0,0.173645084,0.325476522,0.325476522,0.294960673,0.03291009,37.62487648,0.287645912,0.287645912,0.287645912,0.847583162,0.320556002,1.168139164,0.8376 -1417,1993/11/17,0.5,1.2,203.5856627,0.7,0.416536259,0.5,0.326201902,0.609665643,0.405211587,0.038833053,37.48008712,0.280666625,0.280666625,0.280666625,0.830667566,0.319499678,1.150167244,1.0488 -1418,1993/11/18,0.7,0,202.66007,0,0,0.606762006,0.318830611,0.318830611,0.433790548,0.051230979,37.37249864,0.276904526,0.276904526,0.276904526,0.818283554,0.328135504,1.146419058,1.1616 -1419,1993/11/19,0.7,0,201.7431294,0,0,0.605279954,0.31166073,0.31166073,0.284114732,0.035155866,37.13882381,0.274132454,0.274132454,0.274132454,0.791922021,0.30928832,1.101210341,1.104 -1420,1993/11/20,0.7,0,200.8346439,0,0,0.603800242,0.30468524,0.30468524,0.277738643,0.031097532,36.91716167,0.268180065,0.268180065,0.268180065,0.76758084,0.299277597,1.066858438,1.0488 -1421,1993/11/21,0.6,0,200.0197711,0,0,0.51633702,0.298535707,0.298535707,0.271787037,0.03041582,36.70653063,0.262619545,0.262619545,0.262619545,0.745037625,0.293035365,1.03807299,0.9936 -1422,1993/11/22,0.6,0,199.2120391,0,0,0.515193261,0.292538818,0.292538818,0.266312767,0.029794476,36.50614561,0.257412521,0.257412521,0.257412521,0.724110308,0.287206996,1.011317304,0.9936 -1423,1993/11/23,0.7,0.6,198.8365291,0,0,0.685725944,0.289784038,0.289784038,0.26219652,0.02926415,36.31614418,0.252527639,0.252527639,0.252527639,0.704725592,0.28179179,0.986517382,0.9408 -1424,1993/11/24,0.6,0.5,198.4638215,0,0,0.585637178,0.287070452,0.287070452,0.259733493,0.028951338,36.13698711,0.247957383,0.247957383,0.247957383,0.686847941,0.276908721,0.963756662,0.9408 -1425,1993/11/25,0.3,0.1,198.0089578,0,0,0.27107728,0.283786392,0.283786392,0.257065872,0.028666972,35.96747144,0.243702383,0.243702383,0.243702383,0.67028393,0.272369355,0.942653284,0.9408 -1426,1993/11/26,0.2,0,197.5575399,0,0,0.170860782,0.280557099,0.280557099,0.254131857,0.028346496,35.80646545,0.239724631,0.239724631,0.239724631,0.654862483,0.268071127,0.92293361,0.9408 -1427,1993/11/27,0.5,13.3,204.950078,12.8,7.729855083,0.5,0.337316951,5.407461868,2.278134309,0.140628996,37.48890046,0.23598971,0.23598971,0.23598971,0.831689003,0.376618706,1.208307709,0.9408 -1428,1993/11/28,0.4,8.4,209.2213379,8,4.645354577,0.4,0.374094719,3.728740142,4.203454939,0.443430597,40.68860376,0.277132489,0.277132489,0.277132489,1.280884131,0.720563087,2.001447218,1.224 -1429,1993/11/29,0.3,6.8,212.4910163,6.5,3.674048492,0.3,0.404370112,3.230321621,3.158941576,0.381733083,42.58211154,0.369132886,0.369132886,0.369132886,1.634566685,0.750865969,2.385432654,1.476 -1430,1993/11/30,0.4,17.8,221.3792895,17.4,9.385014286,0.4,0.496741048,8.511726762,4.99396519,0.444837167,45.62465071,0.432835785,0.432835785,0.432835785,2.384261801,0.877672951,3.261934752,1.608 -1431,1993/12/1,0.3,0,220.6196668,0,0,0.27138323,0.48823947,0.48823947,4.490485239,0.612767798,47.63071102,0.551094932,0.551094932,0.551094932,3.035519865,1.16386273,4.199382595,3.216 -1432,1993/12/2,0.2,0.3,220.1886876,0.1,0.052489096,0.2,0.483468315,0.530979219,0.456301927,0.144392952,46.17793763,0.640667523,0.640667523,0.640667523,2.549742834,0.785060475,3.334803308,3.984 -1433,1993/12/3,0.2,0,219.53194,0,0,0.180477654,0.476269974,0.476269974,0.456265738,0.051392988,44.99990572,0.574842471,0.574842471,0.574842471,2.20914012,0.626235459,2.835375579,2.592 -1434,1993/12/4,0.3,4.9,221.4470039,4.6,2.412568613,0.3,0.49750464,2.684936027,1.301283844,0.096752324,44.69767084,0.525132136,0.525132136,0.525132136,2.128650863,0.62188446,2.750535323,2.496 -1435,1993/12/5,0.3,0.3,220.9550257,0,0,0.3,0.491978202,0.491978202,1.550007781,0.194308883,44.6455343,0.512891035,0.512891035,0.512891035,2.115035349,0.707199918,2.822235267,2.76 -1436,1993/12/6,0.3,11.9,226.3225544,11.6,5.922550262,0.3,0.555021576,6.232471314,2.710841196,0.201065495,45.51463347,0.510800213,0.510800213,0.510800213,2.35254224,0.711865708,3.064407948,2.592 -1437,1993/12/7,0.4,13,231.8242604,12.6,6.127936663,0.4,0.626230726,7.098294063,5.951309395,0.574547328,48.6046311,0.546457835,0.546457835,0.546457835,3.407769604,1.121005163,4.528774767,3.408 -1438,1993/12/8,0.6,8.8,234.9814736,8.2,3.827516996,0.6,0.670303713,5.042786717,5.576336401,0.654499623,50.57276367,0.687701168,0.687701168,0.687701168,4.295904998,1.342200792,5.63810579,4.632 -1439,1993/12/9,0.4,3.6,235.7647365,3.2,1.464878266,0.4,0.681615366,2.416737101,3.500959383,0.470880319,50.56960586,0.790198841,0.790198841,0.790198841,4.294316034,1.26107916,5.555395194,4.2 -1440,1993/12/10,0.4,6.1,237.6295791,5.7,2.574009407,0.4,0.709166859,3.835157452,2.735479237,0.303780227,50.05314778,0.790026162,0.790026162,0.790026162,4.041963477,1.09380639,5.135769867,4.416 -1441,1993/12/11,0.5,11.8,241.7970187,11.3,4.941428606,0.5,0.773988992,7.132560386,4.754440918,0.439164418,51.03496838,0.762145457,0.762145457,0.762145457,4.53476578,1.201309875,5.736075655,4.848 -1442,1993/12/12,0.2,5.9,243.41172,5.7,2.415054333,0.2,0.800353013,4.08529868,5.215335326,0.607478702,51.99355012,0.815765732,0.815765732,0.815765732,5.072519318,1.423244434,6.495763752,5.928 -1443,1993/12/13,0.2,12.1,247.421895,11.9,4.87914905,0.2,0.868974091,7.889825041,5.179931776,0.527979154,52.59945011,0.870665097,0.870665097,0.870665097,5.444696876,1.398644251,6.843341127,5.784 -1444,1993/12/14,0.4,10.6,250.5033484,10.2,4.006317993,0.4,0.924864573,7.118546581,6.796111304,0.727181724,53.93568675,0.906697038,0.906697038,0.906697038,6.366571704,1.633878762,8.000450465,7.344 -1445,1993/12/15,0.5,13.5,254.3850977,13,4.881114346,0.5,0.999365017,9.118250671,7.196772051,0.764844825,54.94933137,0.989907758,0.989907758,0.989907758,7.173035196,1.754752584,8.92778778,7.2 -1446,1993/12/16,0.5,7,255.7158913,6.5,2.3567874,0.5,1.025993779,5.169206379,6.646163492,0.801559074,55.23377531,1.0565655,1.0565655,1.0565655,7.418285045,1.858124574,9.276409619,6.288 -1447,1993/12/17,0.4,10.5,258.2023734,10.1,3.563765429,0.4,1.077283351,7.613517923,5.618029701,0.617149163,54.84357118,1.075832189,1.075832189,1.075832189,7.08406602,1.692981352,8.777047372,5.784 -1448,1993/12/18,0.3,9.4,260.1899617,9.1,3.107343804,0.3,1.119755509,7.112411706,6.654179581,0.721523954,55.17784963,1.04946516,1.04946516,1.04946516,7.369366289,1.770989114,9.140355403,6.408 -1449,1993/12/19,0,1.8,259.6890496,1.8,0.608014121,0,1.108926279,2.300912158,4.500153602,0.611539432,54.19028597,1.07202443,1.07202443,1.07202443,6.559741701,1.683563862,8.243305563,6.048 -1450,1993/12/20,0,0.9,258.9039126,0.9,0.306985952,0,1.09212289,1.685136938,1.827528957,0.273322984,51.96723105,1.006359227,1.006359227,1.006359227,5.056943097,1.27968221,6.336625307,4.968 -1451,1993/12/21,0.3,2.4,258.5419047,2.1,0.72243703,0.3,1.084444906,2.462007877,1.823563829,0.19282859,50.43353278,0.86912352,0.86912352,0.86912352,4.226385625,1.06195211,5.288337735,4.848 -1452,1993/12/22,0.3,2.2,258.1237003,1.9,0.657424934,0.3,1.075629408,2.318204474,2.158990506,0.233881777,49.56052264,0.782610825,0.782610825,0.782610825,3.814611472,1.016492602,4.831104073,4.512 -1453,1993/12/23,0.3,3.8,258.2587296,3.5,1.213498743,0.3,1.078469389,3.364970646,2.499959827,0.256492996,49.15850647,0.736213123,0.736213123,0.736213123,3.638189117,0.992706118,4.630895236,3.888 -1454,1993/12/24,0.3,6.8,259.388559,6.5,2.232300046,0.3,1.10247071,5.370170664,3.820725233,0.36816534,49.78028055,0.71552261,0.71552261,0.71552261,3.914473757,1.08368795,4.998161707,3.792 -1455,1993/12/25,0.2,0.3,258.3426524,0.1,0.034330965,0.2,1.080237532,1.145906567,3.164152614,0.420645109,49.7784868,0.747702224,0.747702224,0.747702224,3.913648594,1.168347333,5.081995926,3.408 -1456,1993/12/26,0.1,0,257.1902204,0,0,0.096270968,1.056161058,1.056161058,0.995857558,0.162442721,48.25318044,0.74760793,0.74760793,0.74760793,3.268771849,0.910050652,4.178822501,3.12 -1457,1993/12/27,0.3,3.6,257.2920793,3.3,1.160130424,0.3,1.058271446,3.198141022,1.796838225,0.153690917,47.67051432,0.67045369,0.67045369,0.67045369,3.049958033,0.824144607,3.87410264,2.424 -1458,1993/12/28,0.4,10.6,259.7020222,10.2,3.519148563,0.4,1.109205663,7.7900571,4.692586485,0.395343402,49.3043641,0.642543322,0.642543322,0.642543322,3.701280028,1.037886724,4.739166752,2.664 -1459,1993/12/29,0.5,0.3,258.4271472,0,0,0.492854939,1.082020094,1.082020094,4.360715135,0.577606847,50.25111078,0.722980776,0.722980776,0.722980776,4.136949227,1.300587623,5.43753685,2.76 -1460,1993/12/30,0.6,1.8,257.7754573,1.2,0.416642999,0.6,1.068332939,1.85168994,1.277913542,0.204212368,48.81015895,0.772747866,0.772747866,0.772747866,3.49161324,0.976960234,4.468573474,3.312 -1461,1993/12/31,0.5,3.7,257.8220513,3.2,1.115900923,0.5,1.069306863,3.153405941,2.180827079,0.204663947,48.37326445,0.697933042,0.697933042,0.697933042,3.31565462,0.90259699,4.218251609,2.268 -1462,1994/1/1,0.4,2.2,257.3912113,1.8,0.629488547,0.4,1.060328605,2.230840058,2.473560777,0.279737676,48.25403399,0.676311653,0.676311653,0.676311653,3.269102887,0.956049329,4.225152216,2.904 -1463,1994/1/2,0.4,0,255.9754081,0,0,0.384550404,1.0312528,1.0312528,1.533800746,0.207634159,47.47771793,0.6704952,0.6704952,0.6704952,2.980612012,0.878129359,3.858741371,2.832 -1464,1994/1/3,0.6,0.7,254.9998594,0.1,0.036047258,0.6,1.011595909,1.075548651,0.945628724,0.118245804,46.42870787,0.633493858,0.633493858,0.633493858,2.628132637,0.751739662,3.379872299,2.364 -1465,1994/1/4,0.6,3.2,254.9335706,2.6,0.943982451,0.6,1.010271283,2.666288832,1.596492988,0.141949088,46.08868282,0.585842768,0.585842768,0.585842768,2.522360809,0.727791856,3.250152665,2.544 -1466,1994/1/5,0.6,35.1,265.2787699,34.5,11.57989877,0.6,1.234699472,24.1548007,10.88974097,0.719538686,52.29500353,0.570963072,0.570963072,0.570963072,5.254383329,1.290501759,6.544885088,2.64 -1467,1994/1/6,0.5,21.3,270.1007092,20.8,6.174189228,0.5,1.352249916,15.97806069,18.50870147,1.982561325,59.38704085,0.888461619,0.888461619,0.888461619,12.30512577,2.871022943,15.17614872,8.928 -1468,1994/1/7,0.1,1.8,269.2571388,1.7,0.487486309,0.1,1.33105669,2.543570381,9.072305847,1.399358707,58.64205728,1.386592615,1.386592615,1.386592615,11.20388203,2.785951322,13.98983335,13.2 -1469,1994/1/8,0.4,2.1,268.441329,1.7,0.495007756,0.4,1.31081757,2.515809814,2.278245121,0.412197233,55.01666565,1.32666165,1.32666165,1.32666165,7.2302984,1.738858883,8.969157283,9.36 -1470,1994/1/9,0.6,0,266.5912951,0,0,0.584190835,1.265843023,1.265843023,1.770368636,0.224471774,52.47933944,1.061103907,1.061103907,1.061103907,5.368798756,1.285575681,6.654374437,7.224 -1471,1994/1/10,0.6,0,264.7851022,0,0,0.583045415,1.22314751,1.22314751,1.122389753,0.140389566,50.32718099,0.899471159,0.899471159,0.899471159,4.174019358,1.039860725,5.213880082,5.952 -1472,1994/1/11,0.6,1.4,263.8360289,0.8,0.252111325,0.6,1.20118463,1.749073305,1.308625278,0.134362374,48.88855267,0.776849873,0.776849873,0.776849873,3.524103471,0.911212248,4.435315719,5.184 -1473,1994/1/12,0.3,0.3,262.6615798,0,0,0.3,1.174449108,1.174449108,1.347132714,0.156091522,47.82934103,0.701864237,0.701864237,0.701864237,3.108208593,0.857955759,3.966164353,4.56 -1474,1994/1/13,0.2,0.1,261.4181363,0,0,0.196773816,1.146669707,1.146669707,1.046028566,0.123612433,46.78284479,0.65006738,0.65006738,0.65006738,2.742592185,0.773679813,3.516271998,4.224 -1475,1994/1/14,0.3,0.2,260.2014976,0,0,0.296632775,1.120005907,1.120005907,1.021467879,0.114409366,45.93123512,0.601632346,0.601632346,0.601632346,2.474709899,0.716041712,3.190751611,2.712 -1476,1994/1/15,0.5,0,258.6327832,0,0,0.482346096,1.086368273,1.086368273,0.994715107,0.111576753,45.22050988,0.56416536,0.56416536,0.56416536,2.269605706,0.675742113,2.945347818,2.64 -1477,1994/1/16,0.7,0,256.9085429,0,0,0.673897594,1.050342763,1.050342763,0.963497791,0.108242826,44.61190976,0.534197775,0.534197775,0.534197775,2.106295684,0.642440601,2.748736285,2.424 -1478,1994/1/17,0.6,0,255.3142483,0,0,0.576397273,1.017897354,1.017897354,0.932489326,0.10474702,44.0812738,0.509455008,0.509455008,0.509455008,1.972580299,0.614202028,2.586782326,2.28 -1479,1994/1/18,0.5,0,253.8461456,0,0,0.479361701,0.988740918,0.988740918,0.904587927,0.101532447,43.61341121,0.488559494,0.488559494,0.488559494,1.861010011,0.590091941,2.451101952,2.1 -1480,1994/1/19,0.5,0,252.4069096,0,0,0.478419721,0.96081635,0.96081635,0.878833845,0.098605051,43.19654518,0.470650126,0.470650126,0.470650126,1.766349994,0.569255177,2.335605172,2.0136 -1481,1994/1/20,0.6,6.1,253.4778362,5.5,2.05245983,0.6,0.981533237,4.429073407,2.23503822,0.172539001,43.94676452,0.455092346,0.455092346,0.455092346,1.939911231,0.627631346,2.567542577,1.86 -1482,1994/1/21,0.5,2.8,253.3517466,2.3,0.85298596,0.5,0.979075487,2.426089526,3.194789822,0.35803667,45.32590073,0.483361612,0.483361612,0.483361612,2.299015222,0.841398282,3.140413504,1.776 -1483,1994/1/22,0.4,3.4,253.4826455,3,1.112525974,0.4,0.98162708,2.869101107,2.358513774,0.275956737,45.79024641,0.538567986,0.538567986,0.538567986,2.432736074,0.814524723,3.247260797,1.62 -1484,1994/1/23,0.3,2.7,253.3925701,2.4,0.889795216,0.3,0.979870676,2.49007546,2.432438423,0.273365613,46.21852771,0.558127492,0.558127492,0.558127492,2.562284623,0.831493104,3.393777728,1.62 -1485,1994/1/24,0.3,0.2,252.3374355,0,0,0.295649866,0.959484685,0.959484685,1.636333573,0.219881563,45.9508676,0.576612904,0.576612904,0.576612904,2.48060658,0.796494467,3.277101047,1.62 -1486,1994/1/25,0.2,0.6,251.5443419,0.4,0.151294535,0.2,0.944388166,1.193093631,0.955834762,0.119128332,45.20610086,0.56500981,0.56500981,0.56500981,2.26561131,0.684138141,2.949749451,1.776 -1487,1994/1/26,0.3,8.8,253.7417863,8.5,3.18413869,0.3,0.986694317,6.302555627,3.092525551,0.228706479,46.25776637,0.533602256,0.533602256,0.533602256,2.574462297,0.762308734,3.336771031,1.776 -1488,1994/1/27,0.3,17.1,258.6446147,16.8,5.989447285,0.3,1.086618878,11.89717159,7.882724883,0.69279496,50.47289251,0.57832809,0.57832809,0.57832809,4.245926838,1.27112305,5.517049889,1.932 -1489,1994/1/28,0.2,1.1,257.8857088,0.9,0.3117328,0.2,1.070638614,1.658905814,6.662329614,0.899004052,52.5234348,0.78475061,0.78475061,0.78475061,5.396537935,1.683754662,7.080292597,2.64 -1490,1994/1/29,0.4,14.3,261.4492572,13.9,4.710906775,0.4,1.147358423,10.33645165,4.921501455,0.477114598,52.78377161,0.902119146,0.902119146,0.902119146,5.563283793,1.379233744,6.942517537,2.1936 -1491,1994/1/30,0.6,2,260.7810427,1.4,0.46442947,0.6,1.132643926,2.068214457,6.036037249,0.749813221,53.60978404,0.917866352,0.917866352,0.917866352,6.127891167,1.667679573,7.79557074,6.912 -1492,1994/1/31,0.5,0,259.1999244,0,0,0.482684549,1.098433742,1.098433742,1.478233953,0.283052374,51.35140418,0.969130329,0.969130329,0.969130329,4.705744147,1.252182702,5.957926849,8.736 -1493,1994/2/1,0.5,0,257.6524067,0,0,0.481753459,1.06576434,1.06576434,0.975682707,0.120564127,49.41213123,0.833606545,0.833606545,0.833606545,3.748562199,0.954170671,4.70273287,7.224 -1494,1994/2/2,0.3,0,256.3254985,0,0,0.288526443,1.038381758,1.038381758,0.948369061,0.106360724,47.93972592,0.728526803,0.728526803,0.728526803,3.149301168,0.834887527,3.984188695,5.808 -1495,1994/2/3,0.6,0,254.7430642,0,0,0.575961947,1.006472261,1.006472261,0.921936159,0.103460746,46.77649527,0.655333541,0.655333541,0.655333541,2.740500359,0.758794287,3.499294646,5.064 -1496,1994/2/4,0.7,0,253.0984012,0,0,0.670510752,0.974152278,0.974152278,0.893055431,0.100314177,45.82721752,0.6013466,0.6013466,0.6013466,2.443679778,0.701660777,3.145340555,4.56 -1497,1994/2/5,0.7,0,251.4860975,0,0,0.669016621,0.943287092,0.943287092,0.864542235,0.097118952,45.03327405,0.559706299,0.559706299,0.559706299,2.218192004,0.656825251,2.875017255,4.224 -1498,1994/2/6,0.7,0,249.9047942,0,0,0.667516064,0.913787246,0.913787246,0.837303012,0.094045243,44.3561934,0.526496286,0.526496286,0.526496286,2.040879951,0.620541529,2.66142148,3.552 -1499,1994/2/7,0.8,0,248.2597983,0,0,0.761101691,0.883894191,0.883894191,0.810597795,0.091070524,43.76869583,0.499307308,0.499307308,0.499307308,1.897402671,0.590377831,2.487780502,2.64 -1500,1994/2/8,0.6,0,246.8316796,0,0,0.569531773,0.858586973,0.858586973,0.785505904,0.088186514,43.2520419,0.476541365,0.476541365,0.476541365,1.778701193,0.564727879,2.343429072,2.424 -1501,1994/2/9,0.5,0,245.5221523,0,0,0.473628983,0.835898294,0.835898294,0.76376399,0.085659182,42.79395674,0.457142012,0.457142012,0.457142012,1.67899117,0.542801194,2.221792364,2.0136 -1502,1994/2/10,0.8,0,243.9566165,0,0,0.756124339,0.809411455,0.809411455,0.741843531,0.083276061,42.3825541,0.440419495,0.440419495,0.440419495,1.593665664,0.523695555,2.117361219,1.776 -1503,1994/2/11,0.8,0,242.4182941,0,0,0.75427379,0.784048634,0.784048634,0.718449475,0.080696845,42.00755716,0.425777709,0.425777709,0.425777709,1.51922412,0.506474553,2.025698673,1.932 -1504,1994/2/12,0.7,0,240.9986628,0,0,0.658416135,0.761215149,0.761215149,0.696622274,0.078202824,41.66333485,0.412737546,0.412737546,0.412737546,1.453582134,0.49094037,1.944522503,1.86 -1505,1994/2/13,0.8,3.3,241.3091449,2.5,1.076644677,0.8,0.766162559,2.189517882,1.249414034,0.107741979,41.82892548,0.401020972,0.401020972,0.401020972,1.484844379,0.508762951,1.99360733,1.86 -1506,1994/2/14,0.6,0,240.0002841,0,0,0.563380167,0.745480673,0.745480673,1.400028953,0.170409595,42.09857459,0.406627234,0.406627234,0.406627234,1.537007069,0.577036829,2.114043898,1.692 -1507,1994/2/15,0.4,2.6,240.2099155,2.2,0.958393997,0.4,0.748762521,1.990368524,1.162786042,0.118904592,42.13338117,0.415875995,0.415875995,0.415875995,1.54385546,0.534780587,2.078636046,1.776 -1508,1994/2/16,0.6,0.5,239.3803104,0,0,0.593762572,0.735842588,0.735842588,1.295670176,0.156817651,42.27428055,0.417080683,0.417080683,0.417080683,1.57185148,0.573898334,2.145749814,1.776 -1509,1994/2/17,0.7,0,238.0102935,0,0,0.655116545,0.714900359,0.714900359,0.653984066,0.087920764,41.85955643,0.421982821,0.421982821,0.421982821,1.490691009,0.509903585,2.000594594,1.62 -1510,1994/2/18,0.8,0,236.5699922,0,0,0.746896819,0.693404479,0.693404479,0.634917314,0.071265217,41.48211673,0.407670381,0.407670381,0.407670381,1.420027392,0.478935599,1.89896299,1.5456 -1511,1994/2/19,0.8,2.1,236.4663362,1.3,0.588221822,0.8,0.691877787,1.403655965,0.904683387,0.085183961,41.38028092,0.394949133,0.394949133,0.394949133,1.401468328,0.480133095,1.881601422,1.5456 -1512,1994/2/20,0.7,0,235.1418948,0,0,0.65183336,0.672608061,0.672608061,0.974454327,0.115942311,41.35026318,0.391566027,0.391566027,0.391566027,1.396038097,0.507508338,1.903546435,1.5456 -1513,1994/2/21,0.4,0,234.1122719,0,0,0.371694422,0.657928513,0.657928513,0.59954737,0.075560755,41.00542946,0.390572765,0.390572765,0.390572765,1.334953859,0.466133519,1.801087378,1.5456 -1514,1994/2/22,0.4,0,233.0975508,0,0,0.371006013,0.643715047,0.643715047,0.586519926,0.065654016,40.69010481,0.379291194,0.379291194,0.379291194,1.28113577,0.44494521,1.72608098,1.5456 -1515,1994/2/23,0.3,0,232.1885935,0,0,0.27776325,0.631194046,0.631194046,0.574396497,0.064264322,40.40033964,0.36918055,0.36918055,0.36918055,1.233342209,0.433444872,1.666787081,1.4616 -1516,1994/2/24,0.1,0,231.4746477,0,0,0.092448254,0.621497545,0.621497545,0.564243552,0.063054258,40.13388643,0.360060549,0.360060549,0.360060549,1.190757312,0.423114807,1.613872119,1.32 -1517,1994/2/25,0.3,0.3,230.8613831,0,0,0.3,0.613264567,0.613264567,0.556094938,0.062083419,39.88905074,0.351817343,0.351817343,0.351817343,1.152747973,0.413900761,1.566648734,1.1856 -1518,1994/2/26,0.3,0,229.9831478,0,0,0.276607793,0.601627564,0.601627564,0.547340332,0.061168142,39.66227739,0.344362568,0.344362568,0.344362568,1.118476251,0.405530709,1.52400696,1.056 -1519,1994/2/27,0.6,0.5,229.2984045,0,0,0.59206488,0.592678345,0.592678345,0.537928969,0.060103585,39.45050224,0.337559045,0.337559045,0.337559045,1.087263162,0.39766263,1.484925792,0.9336 -1520,1994/2/28,1,0.4,228.168836,0,0,0.951418573,0.578149961,0.578149961,0.527670352,0.059054501,39.25093146,0.331292696,0.331292696,0.331292696,1.058533829,0.390347197,1.448881026,0.9336 -1521,1994/3/1,1.2,7.1,230.4258601,5.9,2.864495334,1.2,0.607471256,3.642975922,1.731243416,0.125259071,40.11919261,0.325463933,0.325463933,0.325463933,1.188446199,0.450723005,1.639169203,0.816 -1522,1994/3/2,0.8,1.3,230.0638202,0.5,0.240649189,0.8,0.602689033,0.862039844,2.179934276,0.267109067,41.26905476,0.351366723,0.351366723,0.351366723,1.381438852,0.61847579,1.999914642,0.9336 -1523,1994/3/3,1.1,7,232.2466809,5.9,2.814848916,1.1,0.631988292,3.717139376,1.903881684,0.181672236,42.03605794,0.387894667,0.387894667,0.387894667,1.52477317,0.569566904,2.094340073,1.1184 -1524,1994/3/4,0.7,5.4,233.7956032,4.7,2.202388282,0.7,0.653465986,3.151077703,3.121775172,0.325615311,43.69216327,0.413718479,0.413718479,0.413718479,1.879388322,0.73933379,2.618722113,1.4616 -1525,1994/3/5,0.6,0,232.6026353,0,0,0.556094924,0.636872961,0.636872961,1.842611069,0.266597493,44.04474529,0.473631306,0.473631306,0.473631306,1.963660348,0.740228799,2.703889147,1.62 -1526,1994/3/6,0.4,0,231.609336,0,0,0.369981718,0.623317579,0.623317579,0.567829937,0.093042882,43.30839767,0.487143983,0.487143983,0.487143983,1.791321543,0.580186865,2.371508408,1.392 -1527,1994/3/7,0.3,0.1,230.8120489,0,0,0.284680994,0.612606099,0.612606099,0.556753716,0.062256532,42.67124974,0.459230145,0.459230145,0.459230145,1.653131794,0.521486677,2.174618471,1.32 -1528,1994/3/8,0.5,1.9,230.8687116,1.4,0.670025086,0.5,0.613362429,1.343337342,0.84005637,0.077426457,42.35852061,0.436015322,0.436015322,0.436015322,1.58880082,0.513441779,2.1022426,1.1856 -1529,1994/3/9,0.8,0.1,229.6265563,0,0,0.745201589,0.596953634,0.596953634,0.914108413,0.109332285,42.15035706,0.424933261,0.424933261,0.424933261,1.547205223,0.534265545,2.081470769,1.4616 -1530,1994/3/10,1,5.2,231.0307025,4.2,2.019674951,1,0.615528821,2.795853871,1.406040674,0.116764102,42.38076401,0.417669138,0.417669138,0.417669138,1.593302866,0.53443324,2.127736105,1.4616 -1531,1994/3/11,0.8,0.1,229.7862597,0,0,0.745399512,0.599043275,0.599043275,1.648311613,0.205431282,42.77897534,0.42571477,0.42571477,0.42571477,1.67581505,0.631146052,2.306961102,1.392 -1532,1994/3/12,1,6.1,231.606853,5.1,2.443877275,1,0.623283987,3.279406713,1.598146791,0.144647818,43.07700096,0.439880091,0.439880091,0.439880091,1.740001267,0.584527908,2.324529175,1.32 -1533,1994/3/13,0.7,0.2,230.5363359,0,0,0.661580445,0.608936612,0.608936612,1.896366949,0.237711298,43.57253397,0.450699517,0.450699517,0.450699517,1.851533448,0.688410814,2.539944262,1.32 -1534,1994/3/14,0.7,0,229.2988573,0,0,0.644794368,0.592684226,0.592684226,0.541621641,0.092033077,42.8848821,0.469108004,0.469108004,0.469108004,1.69838152,0.561141081,2.259522601,1.32 -1535,1994/3/15,1,0.3,228.0785906,0,0,0.943264983,0.577001721,0.577001721,0.527219653,0.059115891,42.28233913,0.443703398,0.443703398,0.443703398,1.573466016,0.502819289,2.076285305,1.32 -1536,1994/3/16,1.1,30.8,240.9964898,29.7,13.67907984,1.1,0.761180615,16.78210078,6.92191358,0.413585912,46.85879087,0.422264432,0.422264432,0.422264432,2.767726276,0.835850344,3.60357662,1.392 -1537,1994/3/17,1,3.2,241.1805191,2.2,0.948139088,1,0.764109822,2.015970733,9.269812904,1.162968306,51.78390246,0.605057649,0.605057649,0.605057649,4.949758959,1.768025956,6.717784914,3.24 -1538,1994/3/18,0.7,3.3,241.5280827,2.6,1.117230422,0.7,0.769666809,2.252436387,1.907800862,0.380942668,50.36002094,0.858439512,0.858439512,0.858439512,4.190121894,1.23938218,5.429504074,2.64 -1539,1994/3/19,0.8,8.3,243.8933373,7.5,3.173609838,0.8,0.808355268,5.134745429,3.165988979,0.285721239,50.19488237,0.778625531,0.778625531,0.778625531,4.109753081,1.06434677,5.174099851,2.364 -1540,1994/3/20,1,9,246.3360239,8,3.292628277,1,0.849941611,5.557313334,4.788226754,0.488755383,51.15431321,0.769725768,0.769725768,0.769725768,4.598521681,1.258481151,5.857002832,2.904 -1541,1994/3/21,0.8,0,244.7561009,0,0,0.757071287,0.822851728,0.822851728,3.131002688,0.446826509,50.73133995,0.822462086,0.822462086,0.822462086,4.376438039,1.269288596,5.645726635,3.312 -1542,1994/3/22,0.8,0.2,243.3896122,0,0,0.766501482,0.799987223,0.799987223,0.731532802,0.13762265,48.78183402,0.798905019,0.798905019,0.798905019,3.479943753,0.936527669,4.416471422,2.952 -1543,1994/3/23,0.8,1.3,242.8098671,0.5,0.210697855,0.8,0.790442938,1.079745083,0.830520422,0.086409076,47.36730988,0.696516513,0.696516513,0.696516513,2.941561074,0.782925589,3.724486663,2.544 -1544,1994/3/24,0.9,0,241.1985287,0,0,0.846941465,0.76439697,0.76439697,0.847176949,0.097753137,46.26585913,0.628352728,0.628352728,0.628352728,2.57698043,0.726105865,3.303086295,2.352 -1545,1994/3/25,1,0,239.5219873,0,0,0.938505254,0.738036184,0.738036184,0.677542145,0.079580386,45.24552751,0.578682291,0.578682291,0.578682291,2.276556049,0.658262677,2.934818726,1.776 -1546,1994/3/26,1.3,0,237.5969524,0,0,1.216357589,0.708677236,0.708677236,0.652632869,0.073470114,44.38518839,0.535232872,0.535232872,0.535232872,2.048204859,0.608702987,2.656907846,1.392 -1547,1994/3/27,1.3,0.7,236.3469662,0,0,1.259863276,0.690123007,0.690123007,0.630478746,0.070806743,43.64723411,0.500450606,0.500450606,0.500450606,1.868883631,0.571257349,2.44014098,1.392 -1548,1994/3/28,1.4,0.4,234.7492221,0,0,1.330765187,0.666978843,0.666978843,0.611966463,0.068723137,43.00650354,0.471928854,0.471928854,0.471928854,1.724625887,0.540651991,2.265277878,1.32 -1549,1994/3/29,1.4,4.4,235.4493161,3,1.377135756,1.4,0.677041807,2.299906051,1.245448206,0.102813503,42.98098506,0.44812323,0.44812323,0.44812323,1.719089919,0.550936733,2.270026652,1.26 -1550,1994/3/30,0.7,11.1,239.3741687,10.4,4.660600223,0.7,0.735747615,6.475147391,3.719547424,0.302377788,44.95162426,0.44719327,0.44719327,0.44719327,2.196101501,0.749571058,2.945672559,1.392 -1551,1994/3/31,0.8,0.4,238.2807356,0,0,0.774437285,0.718995826,0.718995826,3.553385039,0.47192402,46.40693256,0.523162786,0.523162786,0.523162786,2.62123952,0.995086806,3.616326326,1.392 -1552,1994/4/1,1.5,11.5,241.8620908,10,4.356392968,1.5,0.775037728,6.41864476,2.899019574,0.264895864,47.05663392,0.58488166,0.58488166,0.58488166,2.834199873,0.849777524,3.683977398,1.392 -1553,1994/4/2,1.3,0.4,240.2667953,0,0,1.245640477,0.749654998,0.749654998,3.536970179,0.450207736,48.0259129,0.614046111,0.614046111,0.614046111,3.181737307,1.064253847,4.245991154,2.424 -1554,1994/4/3,1.3,0,238.3291804,0,0,1.217883455,0.719731449,0.719731449,0.662866728,0.14117007,46.64933202,0.659466417,0.659466417,0.659466417,2.698914026,0.800636487,3.499550513,1.776 -1555,1994/4/4,1.9,0,235.8727139,0,0,1.77327984,0.683186732,0.683186732,0.63331952,0.071523933,45.52327578,0.595644294,0.595644294,0.595644294,2.355020055,0.667168227,3.022188282,1.692 -1556,1994/4/5,2.2,0,233.1838747,0,0,2.043924639,0.644914496,0.644914496,0.599746735,0.067909633,44.57349347,0.546821085,0.546821085,0.546821085,2.09635013,0.614730719,2.711080849,1.776 -1557,1994/4/6,1.9,0.5,231.2699177,0,0,1.795217738,0.618739242,0.618739242,0.570081225,0.064368312,43.75688357,0.5079212,0.5079212,0.5079212,1.894612327,0.572289512,2.466901839,1.62 -1558,1994/4/7,1.9,0,228.9312416,0,0,1.750752124,0.587924062,0.587924062,0.544690269,0.061506265,43.04471943,0.476091387,0.476091387,0.476091387,1.732945791,0.537597652,2.270543443,1.932 -1559,1994/4/8,1.9,2.4,228.5916842,0.5,0.24399726,1.9,0.583554613,0.839557353,0.628551604,0.064679194,42.50428269,0.449518498,0.449518498,0.449518498,1.618506848,0.514197692,2.13270454,1.86 -1560,1994/4/9,1.4,0,226.7474522,0,0,1.283954899,0.560277093,0.560277093,0.645258356,0.074857753,42.05177371,0.430073222,0.430073222,0.430073222,1.527840563,0.504930975,2.032771537,1.776 -1561,1994/4/10,1.1,0,225.2006986,0,0,1.005417746,0.541335896,0.541335896,0.49676573,0.058905861,41.53335394,0.414260093,0.414260093,0.414260093,1.429445584,0.473165953,1.902611538,1.776 -1562,1994/4/11,1.3,0,223.4953555,0,0,1.18428957,0.521053518,0.521053518,0.479188754,0.053911803,41.06403327,0.396659165,0.396659165,0.396659165,1.345168594,0.450570968,1.795739562,1.4616 -1563,1994/4/12,1.2,0,221.9032314,0,0,1.089450054,0.502674013,0.502674013,0.461686437,0.05194115,40.63498777,0.381191839,0.381191839,0.381191839,1.271923774,0.433132989,1.705056763,1.32 -1564,1994/4/13,0.9,0,220.6006169,0,0,0.814586754,0.488027781,0.488027781,0.446619894,0.050162702,40.24127533,0.367433246,0.367433246,0.367433246,1.207765583,0.417595948,1.625361531,1.32 -1565,1994/4/14,1.1,0,219.1360063,0,0,0.992638434,0.471972132,0.471972132,0.432881427,0.04862311,39.87819316,0.355123211,0.355123211,0.355123211,1.151086807,0.403746321,1.554833128,1.392 -1566,1994/4/15,1.2,0,217.6010825,0,0,1.079319361,0.455604427,0.455604427,0.41830805,0.047027319,39.54015168,0.344034612,0.344034612,0.344034612,1.100384144,0.39106193,1.491446074,1.32 -1567,1994/4/16,1.7,0,215.6426312,0,0,1.523064855,0.435386431,0.435386431,0.402055871,0.045309714,39.22175424,0.333935155,0.333935155,0.333935155,1.054388464,0.379244869,1.433633333,1.32 -1568,1994/4/17,1.9,0,213.5338596,0,0,1.694341956,0.414429699,0.414429699,0.383567802,0.04331711,38.91790433,0.324617951,0.324617951,0.324617951,1.012035658,0.367935061,1.37997072,1.26 -1569,1994/4/18,1.8,0,211.5410127,0,0,1.597469033,0.395377824,0.395377824,0.36545935,0.041271961,38.62647911,0.315901032,0.315901032,0.315901032,0.972785603,0.357172993,1.329958596,1.26 -1570,1994/4/19,1.7,0,209.6612254,0,0,1.501729116,0.378058241,0.378058241,0.348997089,0.03938233,38.34682865,0.307698879,0.307698879,0.307698879,0.936346427,0.347081209,1.283427636,1.26 -1571,1994/4/20,1.7,0,207.8048031,0,0,1.494864646,0.361557586,0.361557586,0.333733022,0.037647916,38.07810442,0.299972241,0.299972241,0.299972241,0.902429494,0.337620157,1.240049651,1.1856 -1572,1994/4/21,1.8,0,205.8843764,0,0,1.575324655,0.345102056,0.345102056,0.318900262,0.035989182,37.81896884,0.292679028,0.292679028,0.292679028,0.870714868,0.32866821,1.199383079,1.1856 -1573,1994/4/22,1.9,0,203.9010811,0,0,1.654550487,0.328744886,0.328744886,0.304129147,0.034345255,37.56796499,0.285766868,0.285766868,0.285766868,0.840899866,0.320112123,1.16101199,1.1856 -1574,1994/4/23,2.1,0,201.7703251,0,0,1.818884424,0.311871503,0.311871503,0.289203739,0.032697047,37.32364085,0.279183553,0.279183553,0.279183553,0.81271143,0.3118806,1.12459203,1.056 -1575,1994/4/24,1.4,0.8,200.9471422,0,0,1.317640775,0.305542153,0.305542153,0.278183628,0.031247237,37.08837851,0.272880178,0.272880178,0.272880178,0.786326147,0.304127415,1.090453562,0.9336 -1576,1994/4/25,1.7,0,199.1932217,0,0,1.461520277,0.292400273,0.292400273,0.269795592,0.030340409,36.86331725,0.266907296,0.266907296,0.266907296,0.761764153,0.297247705,1.059011858,0.8736 -1577,1994/4/26,1.8,0,197.3740863,0,0,1.539882184,0.279253195,0.279253195,0.257965846,0.029106455,36.64410055,0.261281362,0.261281362,0.261281362,0.738463907,0.290387817,1.028851724,0.816 -1578,1994/4/27,1.8,0,195.5752982,0,0,1.532063989,0.266724053,0.266724053,0.246377622,0.027805372,36.43006628,0.25588346,0.25588346,0.25588346,0.716295351,0.283688832,0.999984183,0.7032 -1579,1994/4/28,1.9,0,193.7123688,0,0,1.608701524,0.254227922,0.254227922,0.235114438,0.026545894,36.22071608,0.250690483,0.250690483,0.250690483,0.695155117,0.277236377,0.972391494,0.7032 -1580,1994/4/29,2,2.4,193.7114758,0.4,0.253329023,2,0.254222047,0.400893024,0.286752301,0.028789469,36.07263305,0.245684408,0.245684408,0.245684408,0.680519746,0.274473877,0.954993623,0.6 -1581,1994/4/30,1.6,0,192.1196886,0,0,1.347865965,0.243921181,0.243921181,0.298784356,0.034913989,35.94544752,0.242186782,0.242186782,0.242186782,0.668156664,0.277100771,0.945257435,0.6 -1582,1994/5/1,1.8,0,190.3778196,0,0,1.508833277,0.233035729,0.233035729,0.21522823,0.026004551,35.75033089,0.239211258,0.239211258,0.239211258,0.649556122,0.265215809,0.914771932,0.5496 -1583,1994/5/2,2.1,0,188.4062282,0,0,1.750402795,0.22118862,0.22118862,0.205051374,0.023171921,35.55839614,0.234697365,0.234697365,0.234697365,0.631683488,0.257869285,0.889552774,0.5016 -1584,1994/5/3,2.7,4.3,189.2228586,1.6,1.042665926,2.7,0.22603556,0.783369634,0.421186688,0.034598428,35.576544,0.230316767,0.230316767,0.230316767,0.633355588,0.264915195,0.898270783,0.5016 -1585,1994/5/4,2.1,36.5,209.8108027,34.4,20.96735779,2.1,0.379413641,13.81205585,5.852648414,0.357685219,40.42291168,0.230728442,0.230728442,0.230728442,1.237009176,0.588413661,1.825422837,0.4584 -1586,1994/5/5,1.8,0.4,208.2137419,0,0,1.631919145,0.365141719,0.365141719,7.11799291,0.932383783,45.54143546,0.360765133,0.360765133,0.360765133,2.360234263,1.293148916,3.653383179,2.28 -1587,1994/5/6,1.6,5.4,210.0079407,3.8,2.17540485,1.6,0.381205975,2.005801125,0.976849783,0.231122543,44.88708878,0.547584929,0.547584929,0.547584929,2.178781396,0.778707472,2.957488869,1.692 -1588,1994/5/7,1.7,0,208.1472442,0,0,1.496139526,0.364556967,0.364556967,1.156767686,0.145204653,44.4896145,0.520538697,0.520538697,0.520538697,2.074780661,0.665743351,2.740524012,1.392 -1589,1994/5/8,2.1,4.4,209.0956224,2.3,1.321346351,2.1,0.372968142,1.35162179,0.718089197,0.07747892,43.8060393,0.504583717,0.504583717,0.504583717,1.906248116,0.582062637,2.488310753,1.392 -1590,1994/5/9,1.8,0.2,207.3330449,0,0,1.605119474,0.357458044,0.357458044,0.823666869,0.101698718,43.3148913,0.477965932,0.477965932,0.477965932,1.7927808,0.57966465,2.37244545,1.32 -1591,1994/5/10,2,0,205.2453931,0,0,1.747889596,0.339762273,0.339762273,0.314720657,0.047082788,42.47631375,0.459471189,0.459471189,0.459471189,1.612769396,0.506553977,2.119323373,1.392 -1592,1994/5/11,2.5,0,202.7538475,0,0,2.171974314,0.319571292,0.319571292,0.297808609,0.033741753,41.73598018,0.429083538,0.429083538,0.429083538,1.467225719,0.462825291,1.93005101,1.32 -1593,1994/5/12,3.1,0,199.7833072,0,0,2.673770235,0.296769991,0.296769991,0.278605393,0.031694787,41.07157173,0.403473619,0.403473619,0.403473619,1.346487458,0.435168406,1.781655864,1.32 -1594,1994/5/13,3.3,0,196.68621,0,0,2.822689853,0.274407334,0.274407334,0.258257531,0.029455071,40.46705792,0.38143682,0.38143682,0.38143682,1.244208166,0.410891891,1.655100056,1.32 -1595,1994/5/14,3.5,0,193.466538,0,0,2.967057415,0.252614666,0.252614666,0.238356341,0.027226143,39.91138826,0.362145999,0.362145999,0.362145999,1.156171993,0.389372142,1.545544134,1.32 -1596,1994/5/15,3.7,0.4,190.4609088,0,0,3.172083215,0.233545957,0.233545957,0.219819173,0.025099944,39.39678058,0.34503798,0.34503798,0.34503798,1.07946484,0.370137924,1.449602764,1.32 -1597,1994/5/16,3.2,1.6,188.9019596,0,0,2.934828305,0.224120871,0.224120871,0.206467518,0.023372622,38.92056445,0.329716401,0.329716401,0.329716401,1.012400049,0.353089023,1.365489072,1.1856 -1598,1994/5/17,3.4,1.6,187.1936822,0,0,3.094131423,0.214145969,0.214145969,0.197767709,0.022304306,38.48066995,0.315976612,0.315976612,0.315976612,0.953638816,0.338280918,1.291919733,1.056 -1599,1994/5/18,3.3,0.6,184.766447,0,0,2.826646631,0.200588606,0.200588606,0.187374872,0.021234665,38.07024421,0.303652715,0.303652715,0.303652715,0.901453323,0.32488738,1.226340703,0.9336 -1600,1994/5/19,3.4,0.3,182.0448563,0,0,2.835375587,0.186215055,0.186215055,0.174850771,0.019903266,37.68309613,0.292467628,0.292467628,0.292467628,0.854466482,0.312370893,1.166837376,0.9336 -1601,1994/5/20,3.2,1.9,180.8085789,0,0,2.956312427,0.179964979,0.179964979,0.165124149,0.018653846,37.31830504,0.282189602,0.282189602,0.282189602,0.812104837,0.300843448,1.112948285,0.816 -1602,1994/5/21,3,0,178.21922,0,0,2.421939843,0.167419055,0.167419055,0.1570116,0.017794835,36.97426944,0.272743663,0.272743663,0.272743663,0.773790868,0.290538498,1.064329366,0.816 -1603,1994/5/22,2.8,4.7,179.3531322,1.9,1.306735805,2.8,0.172823681,0.766087876,0.387210362,0.030030617,36.8637168,0.264044174,0.264044174,0.264044174,0.761807178,0.29407479,1.055881968,0.7032 -1604,1994/5/23,2.8,6.4,181.6233857,3.6,2.454318541,2.8,0.184065037,1.329746496,0.912179805,0.081920234,37.2345542,0.261291274,0.261291274,0.261291274,0.802633673,0.343211508,1.145845181,0.7032 -1605,1994/5/24,2.6,0,179.3446696,0,0,2.105933199,0.172782834,0.172782834,0.739657085,0.100931492,37.42097464,0.270607318,0.270607318,0.270607318,0.823843967,0.371538811,1.195382778,0.6528 -1606,1994/5/25,3.1,0,176.694437,0,0,2.489866728,0.160365922,0.160365922,0.150598642,0.030651233,37.06338616,0.275378997,0.275378997,0.275378997,0.783566122,0.306030231,1.089596353,0.6528 -1607,1994/5/26,4,0,173.3694762,0,0,3.179150284,0.145810476,0.145810476,0.138578489,0.015863553,36.72161016,0.266278323,0.266278323,0.266278323,0.746632812,0.282141876,1.028774688,0.6 -1608,1994/5/27,3.3,1.3,171.6555485,0,0,2.875194909,0.138732804,0.138732804,0.128433047,0.014597367,36.39509876,0.25778283,0.25778283,0.25778283,0.712727272,0.272380197,0.98510747,0.5496 -1609,1994/5/28,3.1,1.1,169.9582545,0,0,2.66529612,0.131997901,0.131997901,0.12219857,0.013808929,36.08537756,0.249849302,0.249849302,0.249849302,0.68176907,0.263658231,0.945427301,0.5496 -1610,1994/5/29,3.3,0,167.2749104,0,0,2.561456996,0.121887089,0.121887089,0.11480334,0.013057295,35.78941993,0.242486392,0.242486392,0.242486392,0.653247363,0.255543686,0.908791049,0.5016 -1611,1994/5/30,3.6,0.6,164.8558445,0,0,2.905752662,0.113313227,0.113313227,0.106310856,0.012119765,35.50458079,0.235596748,0.235596748,0.235596748,0.626746747,0.247716513,0.87446326,0.5016 -1612,1994/5/31,3.8,2.9,164.0578946,0,0,3.587356213,0.110593647,0.110593647,0.100907399,0.011372753,35.2323249,0.22909908,0.22909908,0.22909908,0.602262363,0.240471833,0.842734196,0.5016 -1613,1994/6/1,3.6,2,162.7349122,0,0,3.216782414,0.106200079,0.106200079,0.097798387,0.010995004,34.97340919,0.223009077,0.223009077,0.223009077,0.579723178,0.234004081,0.81372726,0.4584 -1614,1994/6/2,3.6,1.4,160.9717289,0,0,3.062620064,0.100563177,0.100563177,0.093352936,0.0105481,34.72529919,0.217325594,0.217325594,0.217325594,0.55878853,0.227873693,0.786662223,0.4128 -1615,1994/6/3,4,0.3,158.1102734,0,0,3.069528198,0.091927279,0.091927279,0.087094825,0.009933246,34.48523558,0.211977111,0.211977111,0.211977111,0.539135548,0.221910357,0.761045905,0.2928 -1616,1994/6/4,3.9,0.9,155.8038009,0,0,3.121064585,0.085407919,0.085407919,0.080158759,0.009151484,34.25171366,0.206892226,0.206892226,0.206892226,0.520572902,0.216043711,0.736616613,0.2928 -1617,1994/6/5,4,0.1,152.8716141,0,0,2.954526584,0.077660214,0.077660214,0.073806018,0.008447623,34.02452369,0.202030086,0.202030086,0.202030086,0.50302608,0.21047771,0.71350379,0.2928 -1618,1994/6/6,4.2,1.6,150.9164823,0,0,3.482317005,0.072814857,0.072814857,0.067979797,0.007751046,33.80345615,0.197378649,0.197378649,0.197378649,0.486425986,0.205129695,0.691555682,0.2592 -1619,1994/6/7,4,0.5,148.3420374,0,0,3.007637755,0.066807154,0.066807154,0.063159735,0.007206766,33.58879811,0.192926486,0.192926486,0.192926486,0.47074426,0.200133252,0.670877512,0.2592 -1620,1994/6/8,4.2,0,145.3121657,0,0,2.969619482,0.060252198,0.060252198,0.057536583,0.006607692,33.37917076,0.188672501,0.188672501,0.188672501,0.455836431,0.195280194,0.651116625,0.2592 -1621,1994/6/9,4.5,0.6,142.5385641,0,0,3.318888467,0.054713123,0.054713123,0.052038496,0.00598095,33.17415596,0.184583291,0.184583291,0.184583291,0.441636591,0.19056424,0.632200831,0.22536 -1622,1994/6/10,4.5,9.3,146.2987118,4.8,3.822474904,4.5,0.062327239,1.039852334,0.438468938,0.027160378,33.3401645,0.180645676,0.180645676,0.180645676,0.453106068,0.207806054,0.660912122,0.22536 -1623,1994/6/11,3.7,5.2,147.4181069,1.5,1.18414574,3.7,0.064750608,0.380604868,0.675399321,0.077895865,33.71917518,0.183829441,0.183829441,0.183829441,0.480218083,0.261725306,0.741943388,0.22536 -1624,1994/6/12,3.1,10.1,152.8002054,7,5.459577369,3.1,0.077478818,1.617901449,0.831398527,0.072994384,34.22345851,0.191248167,0.191248167,0.191248167,0.518363367,0.264242551,0.782605918,0.22536 -1625,1994/6/13,2.7,12,159.7841078,9.3,7.080805784,2.7,0.096903406,2.316097622,1.7319676,0.162522578,35.52798384,0.201447378,0.201447378,0.201447378,0.628889645,0.363969956,0.992859601,0.1944 -1626,1994/6/14,3.1,9.5,164.4295554,6.4,4.757301368,3.1,0.111853759,1.754552391,1.862622067,0.211049253,36.85894094,0.229628058,0.229628058,0.229628058,0.761293025,0.440677311,1.201970336,0.1944 -1627,1994/6/15,3.3,1,162.5740229,0,0,2.749857096,0.105675457,0.105675457,0.927628132,0.145885544,37.24404017,0.261172813,0.261172813,0.261172813,0.803701715,0.407058357,1.210760073,0.1944 -1628,1994/6/16,3.9,0,159.5401684,0,0,2.937689438,0.096165069,0.096165069,0.091350368,0.029806031,36.84630512,0.270848687,0.270848687,0.270848687,0.759934102,0.300654718,1.06058882,0.22536 -1629,1994/6/17,4.3,0,156.2571653,0,0,3.196343846,0.086659179,0.086659179,0.082792796,0.009520023,36.46960914,0.260859578,0.260859578,0.260859578,0.720348353,0.270379601,0.990727954,0.22536 -1630,1994/6/18,3.8,0,153.390862,0,0,2.787313853,0.078989488,0.078989488,0.074962975,0.008609685,36.11184638,0.251644165,0.251644165,0.251644165,0.684369907,0.26025385,0.944623757,0.22536 -1631,1994/6/19,3.2,0,150.9980107,0,0,2.319839368,0.073011941,0.073011941,0.068728817,0.007858202,35.77207718,0.24310949,0.24310949,0.24310949,0.6516075,0.250967692,0.902575192,0.22536 -1632,1994/6/20,3.8,0.6,148.6358342,0,0,2.89470454,0.067471954,0.067471954,0.063521904,0.007250094,35.44910503,0.235197413,0.235197413,0.235197413,0.621691468,0.242447507,0.864138975,0.22536 -1633,1994/6/21,4,2.5,147.5039982,0,0,3.566896421,0.064939625,0.064939625,0.059724237,0.006756952,35.14233109,0.227848643,0.227848643,0.227848643,0.594346822,0.234605595,0.828952417,0.22536 -1634,1994/6/22,4.1,11.1,152.8841388,7,5.457832755,4.1,0.077692065,1.61985931,0.672792261,0.040654207,35.41733345,0.221021725,0.221021725,0.221021725,0.618811624,0.261675932,0.880487556,0.22536 -1635,1994/6/23,3.5,2.6,152.1548582,0,0,3.253425809,0.075854817,0.075854817,0.847839318,0.1097561,35.8347569,0.227134703,0.227134703,0.227134703,0.65755057,0.336890804,0.994441374,0.22536 -1636,1994/6/24,3.8,0,149.3490209,0,0,2.736729494,0.069107804,0.069107804,0.065603598,0.025647732,35.50978109,0.236642967,0.236642967,0.236642967,0.627222383,0.262290699,0.889513083,0.2592 -1637,1994/6/25,3.8,10.8,154.6867552,7,5.420120881,3.8,0.082386614,1.662265733,0.691651499,0.04196006,35.77844036,0.229216547,0.229216547,0.229216547,0.652208776,0.271176607,0.923385383,0.2592 -1638,1994/6/26,3.4,5.6,156.2806979,2.2,1.680667223,3.4,0.086724526,0.606057303,1.078732642,0.124252842,36.38120334,0.235343875,0.235343875,0.235343875,0.711313534,0.359596717,1.070910251,0.2592 -1639,1994/6/27,3.2,1.6,155.0195307,0,0,2.777889606,0.083277579,0.083277579,0.338902018,0.061587933,36.26957908,0.249515593,0.249515593,0.249515593,0.70004187,0.311103526,1.011145396,0.2592 -1640,1994/6/28,3.7,0.5,152.6057982,0,0,2.836745776,0.076986694,0.076986694,0.072464299,0.01435546,35.92290464,0.246846394,0.246846394,0.246846394,0.66598513,0.261201854,0.927186984,0.22536 -1641,1994/6/29,3.5,0,150.0080527,0,0,2.527098,0.070647532,0.070647532,0.066783429,0.007633723,35.5934574,0.238686602,0.238686602,0.238686602,0.634917275,0.246320325,0.881237601,0.22536 -1642,1994/6/30,3.5,0,147.4461466,0,0,2.497093798,0.064812265,0.064812265,0.061277271,0.007011437,35.27940865,0.231112586,0.231112586,0.231112586,0.606438602,0.238124023,0.844562625,0.22536 -1643,1994/7/1,4.1,0,144.5005195,0,0,2.887040291,0.058586841,0.058586841,0.055871381,0.006413403,34.97912122,0.224053907,0.224053907,0.224053907,0.580212724,0.23046731,0.810680034,0.2592 -1644,1994/7/2,5,0.1,141.0520555,0,0,3.496547032,0.051916999,0.051916999,0.050092911,0.005785707,34.69074077,0.217449851,0.217449851,0.217449851,0.555923209,0.223235558,0.779158767,0.2592 -1645,1994/7/3,4.3,12.8,147.7554089,8.5,6.768848875,4.3,0.065495434,1.796646559,0.736065515,0.043567056,35.05159219,0.211239675,0.211239675,0.211239675,0.586453773,0.254806731,0.841260503,0.22536 -1646,1994/7/4,3.8,0,145.0146515,0,0,2.681119978,0.059637408,0.059637408,0.930691966,0.12095973,35.56868398,0.219030759,0.219030759,0.219030759,0.632630932,0.339990489,0.97262142,0.22536 -1647,1994/7/5,4.1,0,142.1075953,0,0,2.85316583,0.053890355,0.053890355,0.051403013,0.026324281,35.24706948,0.230550077,0.230550077,0.230550077,0.60356759,0.256874358,0.860441949,0.22536 -1648,1994/7/6,4.7,0,138.8394357,0,0,3.220191536,0.047968064,0.047968064,0.046161429,0.005326825,34.93972363,0.223335897,0.223335897,0.223335897,0.576843175,0.228662722,0.805505898,0.22536 -1649,1994/7/7,4.6,0,135.6971684,0,0,3.099490419,0.042776878,0.042776878,0.041120226,0.00475271,34.64526626,0.216593845,0.216593845,0.216593845,0.552171447,0.221346556,0.773518003,0.22536 -1650,1994/7/8,4.6,0,132.6111414,0,0,3.047900709,0.038126341,0.038126341,0.036661768,0.004236836,34.36285961,0.210272096,0.210272096,0.210272096,0.529340507,0.214508932,0.74384944,0.1944 -1651,1994/7/9,4.7,0,129.5162961,0,0,3.060967235,0.033878096,0.033878096,0.03263523,0.003774236,34.09166872,0.204333948,0.204333948,0.204333948,0.508160066,0.208108183,0.71626825,0.1944 -1652,1994/7/10,4.4,0,126.6690231,0,0,2.816960207,0.030312716,0.030312716,0.029081609,0.003359655,33.83102466,0.198745311,0.198745311,0.198745311,0.488470984,0.202104967,0.690575951,0.1944 -1653,1994/7/11,4.9,0,123.560349,0,0,3.081904472,0.026769718,0.026769718,0.02588161,0.002995555,33.58025509,0.193477744,0.193477744,0.193477744,0.470128928,0.196473298,0.666602226,0.1644 -1654,1994/7/12,4.7,0.1,120.6960198,0,0,2.94052281,0.023806296,0.023806296,0.022921902,0.002653712,33.33867922,0.188504599,0.188504599,0.188504599,0.453002369,0.191158312,0.644160681,0.13656 -1655,1994/7/13,4.6,4,120.305868,0,0,4.366727944,0.023423856,0.023423856,0.021274565,0.002407187,33.10670877,0.18380078,0.18380078,0.18380078,0.437045793,0.186207967,0.623253759,0.11088 -1656,1994/7/14,4.1,4,120.2214974,0,0,4.061028861,0.023341803,0.023341803,0.021049051,0.002345096,32.88489607,0.179363476,0.179363476,0.179363476,0.42222523,0.181708572,0.603933802,0.08784 -1657,1994/7/15,4.3,0,117.5992324,0,0,2.601361041,0.020903951,0.020903951,0.02004443,0.002281638,32.67175552,0.175192553,0.175192553,0.175192553,0.408377533,0.177474191,0.585851723,0.08784 -1658,1994/7/16,4.1,0.3,115.3182058,0,0,2.562073445,0.018953123,0.018953123,0.018042786,0.002076328,32.46570017,0.171250414,0.171250414,0.171250414,0.395348545,0.173326742,0.568675286,0.08784 -1659,1994/7/17,4.2,0,112.8409954,0,0,2.460207981,0.017002434,0.017002434,0.016287096,0.001875504,32.26641186,0.167499953,0.167499953,0.167499953,0.383075356,0.169375457,0.552450813,0.0672 -1660,1994/7/18,4.1,0,110.4643363,0,0,2.361373842,0.015285288,0.015285288,0.014623748,0.001685559,32.07347063,0.16392883,0.16392883,0.16392883,0.371493809,0.165614389,0.537108198,0.0672 -1661,1994/7/19,4.2,0,108.0726575,0,0,2.377978455,0.01370029,0.01370029,0.013130528,0.001513991,31.8865733,0.160523578,0.160523578,0.160523578,0.360551438,0.162037569,0.522589007,0.04896 -1662,1994/7/20,4.3,12.3,115.0812931,8,7.02739476,4.3,0.018759169,0.991364409,0.398603991,0.022848381,32.07109758,0.157273466,0.157273466,0.157273466,0.371353179,0.180121847,0.551475026,0.04896 -1663,1994/7/21,4.2,4.7,115.4973255,0.5,0.435133216,4.2,0.019100826,0.08396761,0.533716734,0.067688374,32.37553984,0.160482013,0.160482013,0.160482013,0.38975649,0.228170387,0.617926877,0.03288 -1664,1994/7/22,3.7,4.6,116.2596281,0.9,0.782042325,3.7,0.019739763,0.137697438,0.096799427,0.020278176,32.25578686,0.165877526,0.165877526,0.165877526,0.382429935,0.186155702,0.568585637,0.03288 -1665,1994/7/23,3.6,1.5,114.9977643,0,0,2.743172591,0.018691166,0.018691166,0.076908479,0.010523866,32.12205283,0.163739977,0.163739977,0.163739977,0.374382484,0.174263843,0.548646327,0.04896 -1666,1994/7/24,3.3,2.6,114.5673957,0,0,3.012024719,0.018343914,0.018343914,0.01668485,0.003265082,31.93665656,0.161376207,0.161376207,0.161376207,0.363457323,0.16464129,0.528098613,0.04896 -1667,1994/7/25,3.4,0,112.5660028,0,0,1.984596657,0.016796206,0.016796206,0.015898025,0.001804515,31.75754153,0.158139751,0.158139751,0.158139751,0.353152805,0.159944266,0.513097072,0.04896 -1668,1994/7/26,3.3,0,110.6505447,0,0,1.90004356,0.01541459,0.01541459,0.01457071,0.001667549,31.5837823,0.155057238,0.155057238,0.155057238,0.34338718,0.156724787,0.500111967,0.04896 -1669,1994/7/27,3.4,0,108.7056582,0,0,1.930780144,0.014106348,0.014106348,0.013356246,0.001529039,31.41512506,0.152108143,0.152108143,0.152108143,0.334121632,0.153637182,0.487758813,0.11088 -1670,1994/7/28,3.4,0.5,107.0671687,0,0,2.12541489,0.013074562,0.013074562,0.012288056,0.001403417,31.25137421,0.14928417,0.14928417,0.14928417,0.32532308,0.150687587,0.476010667,0.11088 -1671,1994/7/29,3.3,8.1,111.2927348,4.8,4.241433312,3.3,0.015867256,0.574433944,0.233559415,0.013641424,31.30341364,0.146578374,0.146578374,0.146578374,0.328098352,0.160219798,0.48831815,0.11088 -1672,1994/7/30,3.3,39.9,142.0557593,36.6,30.8168166,3.3,0.053792065,5.836975463,2.596213354,0.166335015,33.57715559,0.147434436,0.147434436,0.147434436,0.469905844,0.313769452,0.783675295,0.11088 -1673,1994/7/31,3.4,0,139.6721381,0,0,2.33419631,0.04942492,0.04942492,2.966624626,0.394593738,36.05356938,0.188443709,0.188443709,0.188443709,0.678654546,0.583037447,1.261691993,1.62 -1674,1994/8/1,3.9,0,136.9847131,0,0,2.642578432,0.044846531,0.044846531,0.042673512,0.073101703,35.69373901,0.24173911,0.24173911,0.24173911,0.644242986,0.314840813,0.959083799,0.9336 -1675,1994/8/2,3.6,16.7,147.4310652,13.1,10.51113114,3.6,0.064779097,2.653647958,1.071095684,0.061801657,36.29558035,0.233399616,0.233399616,0.233399616,0.702653961,0.295201273,0.997855234,0.6528 -1676,1994/8/3,3.5,7.1,150.1816454,3.6,2.82163788,3.5,0.071057642,0.849419761,1.675435054,0.194993374,37.39735141,0.247466314,0.247466314,0.247466314,0.821130307,0.442459688,1.263589995,0.5496 -1677,1994/8/4,3.5,0,147.6173427,0,0,2.499112934,0.065189733,0.065189733,0.454629574,0.089007687,37.3150204,0.27477103,0.27477103,0.27477103,0.811731617,0.363778717,1.175510334,0.5496 -1678,1994/8/5,3.4,2.4,146.8454001,0,0,3.108441166,0.063501512,0.063501512,0.058003744,0.015731308,36.8819148,0.272659651,0.272659651,0.272659651,0.763768994,0.288390959,1.052159954,0.5016 -1679,1994/8/6,3.2,17.9,158.1127637,14.7,11.35929821,3.2,0.091934527,3.432636313,1.388291822,0.080322332,37.67807827,0.261743011,0.261743011,0.261743011,0.853871365,0.342065342,1.195936707,0.5016 -1680,1994/8/7,3.2,2.4,157.4284401,0,0,2.994363678,0.089959927,0.089959927,1.76868582,0.230155853,38.74079726,0.282058107,0.282058107,0.282058107,0.988024935,0.51221396,1.500238896,0.8736 -1681,1994/8/8,3.2,0.4,155.276875,0,0,2.467593254,0.083971865,0.083971865,0.078598057,0.048288853,38.21119812,0.310897995,0.310897995,0.310897995,0.919095193,0.359186849,1.278282042,1.1856 -1682,1994/8/9,3.3,0,152.7873115,0,0,2.412117452,0.0774461,0.0774461,0.072996356,0.008324573,37.72144358,0.296275184,0.296275184,0.296275184,0.859026078,0.304599757,1.163625835,1.26 -1683,1994/8/10,3.4,0,150.2587513,0,0,2.457319785,0.071240414,0.071240414,0.06724963,0.007685364,37.26573975,0.283195957,0.283195957,0.283195957,0.806149418,0.290881321,1.097030739,1.1856 -1684,1994/8/11,3.6,0,147.6225417,0,0,2.571008382,0.065201224,0.065201224,0.061730295,0.007064675,36.83965204,0.271401408,0.271401408,0.271401408,0.759219415,0.278466082,1.037685497,1.056 -1685,1994/8/12,4.2,0,144.6042918,0,0,2.95945218,0.058797684,0.058797684,0.05615107,0.006450794,36.43926173,0.26069476,0.26069476,0.26069476,0.717236139,0.267145554,0.984381693,0.9936 -1686,1994/8/13,3.9,0,141.8414635,0,0,2.709441081,0.053387247,0.053387247,0.050780258,0.005836536,36.06152191,0.250912025,0.250912025,0.250912025,0.679432105,0.256748561,0.936180666,0.816 -1687,1994/8/14,3.4,0.1,139.5288125,0,0,2.363479287,0.049171673,0.049171673,0.046382954,0.005310006,35.70457331,0.241925787,0.241925787,0.241925787,0.645257342,0.247235793,0.892493136,0.816 -1688,1994/8/15,3.4,4,139.9644769,0.6,0.485609069,3.4,0.049944702,0.164335633,0.089755625,0.007494729,35.40984236,0.233647667,0.233647667,0.233647667,0.61813424,0.241142395,0.859276636,0.7032 -1689,1994/8/16,3.5,0.9,138.1492331,0,0,2.668456974,0.04678676,0.04678676,0.10145867,0.012495108,35.14379293,0.226966604,0.226966604,0.226966604,0.594474703,0.239461712,0.833936415,0.6528 -1690,1994/8/17,3.2,0,135.9523301,0,0,2.153722224,0.043180833,0.043180833,0.040683386,0.005985926,34.83736531,0.221053906,0.221053906,0.221053906,0.568164908,0.227039831,0.795204739,0.5496 -1691,1994/8/18,3.3,0,133.7178612,0,0,2.194723861,0.03974502,0.03974502,0.037505264,0.004285198,34.5452572,0.214381123,0.214381123,0.214381123,0.5439945,0.218666321,0.762660821,0.5016 -1692,1994/8/19,3.4,7.6,137.1208211,4.2,3.448029779,3.4,0.045069919,0.79704014,0.334976763,0.020637599,34.54445958,0.208155308,0.208155308,0.208155308,0.543929692,0.228792907,0.772722599,0.4128 -1693,1994/8/20,2.6,8.1,141.525595,5.5,4.457568902,2.6,0.052795004,1.095226102,0.835148965,0.07731748,35.00528735,0.208138487,0.208138487,0.208138487,0.58245968,0.285455967,0.867915647,0.3744 -1694,1994/8/21,2.3,0.1,139.9661758,0,0,1.609471476,0.049947735,0.049947735,0.57271544,0.083061977,35.19688751,0.218019705,0.218019705,0.218019705,0.599134984,0.301081682,0.900216666,0.2928 -1695,1994/8/22,2.5,0,138.2185167,0,0,1.700754772,0.046904279,0.046904279,0.043750495,0.017256225,34.89022975,0.222224989,0.222224989,0.222224989,0.572633243,0.239481214,0.812114457,0.2592 -1696,1994/8/23,2.9,0,136.2213364,0,0,1.953570313,0.043610007,0.043610007,0.040912288,0.004654015,34.59834176,0.215521889,0.215521889,0.215521889,0.548322166,0.220175904,0.768498071,0.1944 -1697,1994/8/24,2.7,0,134.3803566,0,0,1.800239764,0.040739998,0.040739998,0.038115069,0.004336859,34.31980413,0.209276989,0.209276989,0.209276989,0.525929691,0.213613848,0.739543538,0.1644 -1698,1994/8/25,2.9,0,132.4288548,0,0,1.913636921,0.037864869,0.037864869,0.035530038,0.004044741,34.05353447,0.203439268,0.203439268,0.203439268,0.505238971,0.20748401,0.71272298,0.13656 -1699,1994/8/26,2.9,8.4,136.9102105,5.5,4.526080273,2.9,0.04472463,1.018644357,0.42158299,0.025348437,34.15968113,0.197968305,0.197968305,0.197968305,0.513404629,0.223316742,0.736721371,0.13656 -1700,1994/8/27,2.5,0.1,135.261115,0,0,1.7070019,0.042093554,0.042093554,0.530946036,0.0688617,34.36152886,0.200136505,0.200136505,0.200136505,0.529234812,0.268998205,0.798233017,0.13656 -1701,1994/8/28,2.6,0,133.4968046,0,0,1.724893055,0.039417387,0.039417387,0.036826848,0.01566828,34.09429984,0.204306253,0.204306253,0.204306253,0.508362126,0.219974533,0.728336659,0.13656 -1702,1994/8/29,2.6,0,131.7516326,0,0,1.708266,0.036906008,0.036906008,0.034483405,0.003918178,33.83855168,0.198799002,0.198799002,0.198799002,0.489030566,0.20271718,0.691747746,0.13656 -1703,1994/8/30,2.9,0.5,130.1547961,0,0,2.062114545,0.034721897,0.034721897,0.032352467,0.00367228,33.59345279,0.193628449,0.193628449,0.193628449,0.471079806,0.197300729,0.668380535,0.1644 -1704,1994/8/31,2.1,13.6,139.5622005,11.5,9.456634903,2.1,0.049230575,2.092595672,0.844312766,0.048668132,34.11646277,0.188764028,0.188764028,0.188764028,0.510066806,0.23743216,0.747498966,0.1644 -1705,1994/9/1,2.2,0,138.0213019,0,0,1.494328171,0.046570384,0.046570384,1.074954316,0.140078471,34.82365773,0.199251671,0.199251671,0.199251671,0.567011035,0.339330141,0.906341177,0.1644 -1706,1994/9/2,2.2,0.1,136.5619408,0,0,1.515202795,0.044158302,0.044158302,0.040960334,0.028735389,34.53550179,0.214086032,0.214086032,0.214086032,0.543202298,0.24282142,0.786023718,0.1644 -1707,1994/9/3,2.6,0,134.7835332,0,0,1.737052431,0.041355208,0.041355208,0.038634972,0.004382752,34.26080121,0.207949643,0.207949643,0.207949643,0.521285202,0.212332396,0.733617598,0.1644 -1708,1994/9/4,3.2,0,132.6302628,0,0,2.115116533,0.038153852,0.038153852,0.035954835,0.004098313,33.9979664,0.202217755,0.202217755,0.202217755,0.501007393,0.206316068,0.707323461,0.1644 -1709,1994/9/5,3.3,15.2,142.2792852,11.9,9.703239365,3.3,0.054216934,2.25097757,0.908622032,0.052424466,34.55836773,0.196839963,0.196839963,0.196839963,0.545060672,0.249264428,0.7943251,0.1644 -1710,1994/9/6,2.4,8.7,147.2258885,6.3,5.010932496,2.4,0.064329198,1.353396702,1.67124681,0.179297422,35.78519858,0.208431934,0.208431934,0.208431934,0.65284789,0.387729356,1.040577246,0.1644 -1711,1994/9/7,2.3,0.5,145.8933244,0,0,1.771096342,0.061467758,0.061467758,0.707617675,0.11756823,36.05000908,0.235499502,0.235499502,0.235499502,0.678306679,0.353067733,1.031374412,0.1644 -1712,1994/9/8,2.5,0.2,144.2228852,0,0,1.812413522,0.058025723,0.058025723,0.053961038,0.021308533,35.70072847,0.241655569,0.241655569,0.241655569,0.644897218,0.262964101,0.907861319,0.1644 -1713,1994/9/9,2.4,0,142.4997222,0,0,1.668524446,0.05463856,0.05463856,0.050884886,0.005768822,35.37057901,0.233559618,0.233559618,0.233559618,0.614593964,0.239328439,0.853922404,0.1644 -1714,1994/9/10,2.7,0,140.5885943,0,0,1.860058847,0.051069041,0.051069041,0.04776439,0.005425456,35.05746815,0.226086992,0.226086992,0.226086992,0.58696224,0.231512447,0.818474688,0.1644 -1715,1994/9/11,2.8,0,138.6310303,0,0,1.909955101,0.047608883,0.047608883,0.044595032,0.005073055,34.75957955,0.219159298,0.219159298,0.219159298,0.561642929,0.224232353,0.785875282,0.1644 -1716,1994/9/12,2.6,0,136.8302176,0,0,1.75621864,0.04459404,0.04459404,0.041656834,0.004735524,34.47558882,0.212710429,0.212710429,0.212710429,0.538357987,0.217445953,0.75580394,0.1944 -1717,1994/9/13,2.6,0,135.0489038,0,0,1.739549598,0.041764182,0.041764182,0.039016562,0.004432848,34.20441643,0.206689734,0.206689734,0.206689734,0.516878686,0.211122582,0.728001267,0.1944 -1718,1994/9/14,2.7,0,133.2210499,0,0,1.788842214,0.03901172,0.03901172,0.036500269,0.004149379,33.94497276,0.201055349,0.201055349,0.201055349,0.496999292,0.205204728,0.702204019,0.1944 -1719,1994/9/15,2.8,0,131.3485211,0,0,1.836184253,0.036344548,0.036344548,0.034056751,0.003875092,33.69625635,0.195768182,0.195768182,0.195768182,0.478541346,0.199643274,0.67818462,0.1944 -1720,1994/9/16,2.7,0,129.5621813,0,0,1.752401593,0.033938182,0.033938182,0.03175934,0.003613093,33.4574522,0.190793586,0.190793586,0.190793586,0.46135707,0.194406679,0.655763749,0.1944 -1721,1994/9/17,2.6,0.8,128.3714606,0,0,1.958314429,0.032406298,0.032406298,0.029939118,0.003388575,33.22815356,0.186102846,0.186102846,0.186102846,0.44534061,0.189491421,0.634832031,0.1944 -1722,1994/9/18,2.6,0,126.6820513,0,0,1.659080984,0.030328316,0.030328316,0.028344659,0.003213086,33.0077908,0.181676901,0.181676901,0.181676901,0.430384321,0.184889988,0.615274309,0.1944 -1723,1994/9/19,2.6,0.6,125.3882804,0,0,1.864960634,0.028810257,0.028810257,0.0266957,0.003024019,32.79560377,0.17749478,0.17749478,0.17749478,0.416377509,0.1805188,0.596896309,0.1944 -1724,1994/9/20,2.6,0.6,124.1057497,0,0,1.855164649,0.027366034,0.027366034,0.02535862,0.00286723,32.59125001,0.173533246,0.173533246,0.173533246,0.403245624,0.176400476,0.579646101,0.22536 -1725,1994/9/21,2.5,4,125.3492001,1.5,1.272215771,2.5,0.028765367,0.256549596,0.115179535,0.0077842,32.47996808,0.169778052,0.169778052,0.169778052,0.39623952,0.177562252,0.573801772,0.22536 -1726,1994/9/22,2.2,4.1,126.9234938,1.9,1.604912239,2.2,0.030618572,0.325706333,0.25821836,0.024469907,32.50795234,0.167757738,0.167757738,0.167757738,0.397991836,0.192227645,0.590219481,0.22536 -1727,1994/9/23,1.6,0.2,126.0062129,0,0,1.087753408,0.029527532,0.029527532,0.176115861,0.025253887,32.45749543,0.168264164,0.168264164,0.168264164,0.394836939,0.193518051,0.58835499,0.22536 -1728,1994/9/24,1.9,0.1,124.8437258,0,0,1.234297223,0.028189781,0.028189781,0.026046234,0.006416591,32.26773755,0.167351843,0.167351843,0.167351843,0.383155949,0.173768434,0.556924383,0.22536 -1729,1994/9/25,2.5,55.2,166.3606191,52.7,41.63548078,2.5,0.118587563,11.18310679,4.43266296,0.247684386,36.17385722,0.163952404,0.163952404,0.163952404,0.690495696,0.41163679,1.102132486,0.2592 -1730,1994/9/26,1.8,10.4,172.4081655,8.6,6.189352396,1.8,0.141805996,2.5524536,6.654836799,0.797305063,41.62655171,0.244573756,0.244573756,0.244573756,1.446716066,1.041878819,2.488594885,2.16 -1731,1994/9/27,1.8,0,170.8595239,0,0,1.413100851,0.135540698,0.135540698,1.342289261,0.303986269,41.87498134,0.399783171,0.399783171,0.399783171,1.493642801,0.703769441,2.197412242,2.0136 -1732,1994/9/28,1.9,0,169.2474233,0,0,1.482844246,0.129256387,0.129256387,0.119503703,0.041921761,41.05848314,0.408196405,0.408196405,0.408196405,1.344198306,0.450118166,1.794316472,1.392 -1733,1994/9/29,2,8.5,173.7326876,6.5,4.632611185,2,0.14734687,2.014735685,0.861280988,0.054385896,40.97167478,0.381011545,0.381011545,0.381011545,1.329100894,0.435397441,1.764498335,1.26 -1734,1994/9/30,1.7,0.3,172.4855163,0,0,1.405046353,0.142124912,0.142124912,1.073396163,0.138132167,41.07600661,0.378199536,0.378199536,0.378199536,1.34726387,0.516331703,1.863595573,1.1184 -1735,1994/10/1,1.4,0,171.2483956,0,0,1.100028047,0.137092656,0.137092656,0.12592418,0.03618804,40.35715853,0.381580995,0.381580995,0.381580995,1.226353252,0.417769035,1.644122286,1.056 -1736,1994/10/2,1.5,0.2,170.0989079,0,0,1.216941882,0.132545851,0.132545851,0.121586951,0.013668818,39.71160515,0.358715395,0.358715395,0.358715395,1.125855731,0.372384214,1.498239945,0.9936 -1737,1994/10/3,1.6,2.5,170.6092685,0.9,0.64491,1.6,0.134549418,0.389639418,0.220868573,0.0189514,39.217692,0.339030702,0.339030702,0.339030702,1.053812421,0.357982102,1.411794523,0.9336 -1738,1994/10/4,1.5,4.7,172.744868,3.2,2.278797897,1.5,0.143198415,1.064400518,0.617272637,0.050742688,39.11949566,0.324500293,0.324500293,0.324500293,1.039969269,0.375242981,1.41521225,0.8736 -1739,1994/10/5,1.3,8.7,177.7590852,7.4,5.179482187,1.3,0.165264937,2.385782751,1.480036719,0.127486035,39.78437886,0.3216654,0.3216654,0.3216654,1.136818925,0.449151434,1.585970359,0.816 -1740,1994/10/6,1,2.4,178.5560121,1.4,0.965936887,1,0.169009968,0.603073082,1.442858314,0.183863296,40.34418694,0.341210211,0.341210211,0.341210211,1.224260444,0.525073507,1.749333951,0.7584 -1741,1994/10/7,1,4.3,180.6370747,3.3,2.260173979,1,0.179111386,1.218937407,0.786092895,0.094851189,40.27538106,0.358312013,0.358312013,0.358312013,1.213210789,0.453163202,1.666373991,0.7584 -1742,1994/10/8,1.1,5.9,183.6861346,4.8,3.243840325,1.1,0.194780396,1.750940071,1.307237148,0.126307544,40.66231244,0.35617775,0.35617775,0.35617775,1.276483516,0.482485294,1.75896881,0.816 -1743,1994/10/9,1.1,2.6,184.4904303,1.5,1.003387289,1.1,0.199091587,0.695704297,1.158923839,0.145657137,40.87677133,0.368298745,0.368298745,0.368298745,1.312763698,0.513955882,1.82671958,0.816 -1744,1994/10/10,1.2,0.9,184.0476669,0,0,1.14605449,0.196708919,0.196708919,0.428981473,0.071063228,40.44094891,0.375142296,0.375142296,0.375142296,1.239946184,0.446205524,1.686151708,0.816 -1745,1994/10/11,1.2,5.5,186.692699,4.3,2.856321322,1.2,0.21128924,1.654967918,0.75319412,0.057564844,40.33301194,0.361328871,0.361328871,0.361328871,1.222459961,0.418893714,1.641353675,0.816 -1746,1994/10/12,1.3,4.8,188.7641857,3.5,2.294789512,1.3,0.223302828,1.428513316,1.399999189,0.143327126,40.79256265,0.357964761,0.357964761,0.357964761,1.298413235,0.501291887,1.799705121,1.32 -1747,1994/10/13,1.5,14.2,196.5808401,12.7,8.090325436,1.5,0.273671039,4.883345603,2.650661371,0.221355545,42.24889372,0.372444397,0.372444397,0.372444397,1.566774702,0.593799942,2.160574643,1.32 -1748,1994/10/14,1.2,7.7,200.2786503,6.5,3.998288618,1.2,0.300478465,2.802189847,3.572749188,0.401906368,44.23277695,0.421096545,0.421096545,0.421096545,2.009962508,0.823002913,2.832965421,1.932 -1749,1994/10/15,0.9,0.4,199.5539036,0,0,0.829681588,0.295065019,0.295065019,1.531409271,0.249733472,44.24551409,0.49446175,0.49446175,0.49446175,2.013133879,0.744195222,2.757329101,2.1 -1750,1994/10/16,1,3.1,200.5301843,2.1,1.278656427,1,0.302375812,1.123719385,0.592958695,0.077265021,43.49886941,0.494960273,0.494960273,0.494960273,1.834563643,0.572225294,2.406788937,1.62 -1751,1994/10/17,1.3,1.4,200.2903629,0.1,0.060745217,1.3,0.300566601,0.339821385,0.701630413,0.08539212,42.95365878,0.466338075,0.466338075,0.466338075,1.713179123,0.551730194,2.264909317,1.62 -1752,1994/10/18,1.3,2.3,200.5948181,1,0.607320089,1.3,0.302864902,0.695544812,0.446385068,0.051035724,42.27437284,0.446198959,0.446198959,0.446198959,1.571869963,0.497234683,2.069104646,1.62 -1753,1994/10/19,1.1,0,199.3557706,0,0,0.945448627,0.293598795,0.293598795,0.467182003,0.056536327,41.70259841,0.421986046,0.421986046,0.421986046,1.46094248,0.478522373,1.939464853,1.62 -1754,1994/10/20,1.2,0.1,198.128877,0,0,1.04224441,0.284649251,0.284649251,0.260702956,0.033904089,41.0269496,0.402345259,0.402345259,0.402345259,1.338697024,0.436249348,1.774946372,1.392 -1755,1994/10/21,1.2,0.2,196.9985039,0,0,1.053774148,0.276598902,0.276598902,0.253003637,0.02839378,40.42292951,0.379988349,0.379988349,0.379988349,1.237012077,0.408382129,1.645394206,1.32 -1756,1994/10/22,1.2,1.6,196.9704204,0.4,0.24831773,1.2,0.276401249,0.42808352,0.308790367,0.031079921,39.9329935,0.36076569,0.36076569,0.36076569,1.159492065,0.391845611,1.551337676,1.32 -1757,1994/10/23,1,0.5,196.2731356,0,0,0.925754889,0.27152996,0.27152996,0.323421064,0.037585378,39.50664268,0.345692151,0.345692151,0.345692151,1.09546404,0.383277529,1.47874157,1.26 -1758,1994/10/24,0.8,0.4,195.6658199,0,0,0.739972076,0.26734358,0.26734358,0.242722925,0.028907541,39.05179539,0.332945706,0.332945706,0.332945706,1.030515925,0.361853247,1.392369171,1.1856 -1759,1994/10/25,0.8,2,196.1451095,1.2,0.749932725,0.8,0.270643097,0.720710371,0.419733803,0.036735108,38.79581867,0.319721249,0.319721249,0.319721249,0.995431767,0.356456357,1.351888124,1.1856 -1760,1994/10/26,1.1,2.5,196.7423317,1.4,0.872022272,1.1,0.274800145,0.802777873,0.681064073,0.068525318,38.79412575,0.31244617,0.31244617,0.31244617,0.995203167,0.380971488,1.376174655,1.32 -1761,1994/10/27,1.1,1.2,196.5312205,0.1,0.06221369,1.1,0.273324861,0.311111171,0.528243238,0.068517835,38.65782347,0.312398453,0.312398453,0.312398453,0.976943966,0.380916288,1.357860253,1.32 -1762,1994/10/28,1,0,195.4156494,0,0,0.849936856,0.265634232,0.265634232,0.262032171,0.035911739,38.2982882,0.308573679,0.308573679,0.308573679,0.930141125,0.344485418,1.274626543,1.26 -1763,1994/10/29,0.9,0,194.3943046,0,0,0.762598372,0.258746432,0.258746432,0.236349443,0.026948608,37.94701689,0.298645347,0.298645347,0.298645347,0.886266095,0.325593956,1.21186005,1.1856 -1764,1994/10/30,1,0,193.298064,0,0,0.844726758,0.251513814,0.251513814,0.230014186,0.02579713,37.61927533,0.289167663,0.289167663,0.289167663,0.846923416,0.314964793,1.161888209,1.1856 -1765,1994/10/31,1,0,192.2115382,0,0,0.84201951,0.244506302,0.244506302,0.223593768,0.025082876,37.31200086,0.280520414,0.280520414,0.280520414,0.811388648,0.30560329,1.116991938,1.1184 -1766,1994/11/1,1,0,191.1345095,0,0,0.839313195,0.237715545,0.237715545,0.217372647,0.024384228,37.02284916,0.272582436,0.272582436,0.272582436,0.779106784,0.296966664,1.076073448,1.1184 -1767,1994/11/2,1,0,190.066768,0,0,0.836607879,0.231133578,0.231133578,0.211343459,0.023707178,36.74982751,0.265260397,0.265260397,0.265260397,0.749625501,0.288967575,1.038593076,1.056 -1768,1994/11/3,0.9,0,189.0909125,0,0,0.750608866,0.225246703,0.225246703,0.205694319,0.023061776,36.49140777,0.258476789,0.258476789,0.258476789,0.722590854,0.281538565,1.00412942,1.056 -1769,1994/11/4,0.8,0,188.2056009,0,0,0.665300857,0.220010695,0.220010695,0.200653288,0.022479177,36.24650172,0.252171003,0.252171003,0.252171003,0.697730342,0.27465018,0.972380522,1.056 -1770,1994/11/5,0.7,0,187.4095935,0,0,0.580620713,0.215386663,0.215386663,0.196182672,0.021961332,36.0141684,0.246297115,0.246297115,0.246297115,0.674813103,0.268258447,0.94307155,0.9936 -1771,1994/11/6,0.8,0,186.5373498,0,0,0.661834068,0.210409639,0.210409639,0.191881576,0.021483963,35.79325523,0.24081573,0.24081573,0.24081573,0.653610479,0.262299693,0.915910172,0.9336 -1772,1994/11/7,1.1,1,186.2460042,0,0,1.082577716,0.208767936,0.208767936,0.188720036,0.021063634,35.58364914,0.235685125,0.235685125,0.235685125,0.634011245,0.256748759,0.890760004,0.9336 -1773,1994/11/8,1.1,4.8,188.4555697,3.7,2.431044673,1.1,0.221479088,1.490434415,0.694275777,0.049028649,35.84982835,0.230889761,0.230889761,0.230889761,0.658986335,0.27991841,0.938904745,0.8736 -1774,1994/11/9,0.9,0.2,187.657679,0,0,0.781071351,0.216819354,0.216819354,0.838187403,0.105971448,36.22902335,0.236991497,0.236991497,0.236991497,0.695983896,0.342962945,1.038946841,0.8736 -1775,1994/11/10,0.7,0.7,187.4421051,0,0,0.7,0.215573983,0.215573983,0.194645369,0.036675914,35.99645805,0.245881682,0.245881682,0.245881682,0.673092355,0.282557597,0.955649952,0.816 -1776,1994/11/11,0.8,0.7,187.1454228,0,0,0.782812834,0.213869441,0.213869441,0.193343117,0.021534677,35.77803245,0.240401502,0.240401502,0.240401502,0.652170218,0.261936179,0.914106396,0.816 -1777,1994/11/12,0.9,20.8,199.4742769,19.9,12.62332913,0.9,0.29447506,7.571145926,3.099332174,0.182898745,38.19557378,0.235334484,0.235334484,0.235334484,0.917125327,0.418233229,1.335358556,0.7584 -1778,1994/11/13,0.6,3.5,200.9327479,2.9,1.763903445,0.6,0.305432402,1.441528957,4.392228034,0.535796704,41.46648788,0.295851392,0.295851392,0.295851392,1.417165321,0.831648097,2.248813418,1.1856 -1779,1994/11/14,0.5,3.3,202.3041904,2.8,1.687474791,0.5,0.316032303,1.428557513,1.292251027,0.216162324,41.69386497,0.394428574,0.394428574,0.394428574,1.459302511,0.610590897,2.069893408,1.4616 -1780,1994/11/15,0.3,5.4,204.9987288,5.1,3.032257261,0.3,0.337718822,2.405461562,1.671675155,0.164451747,42.20880372,0.402050427,0.402050427,0.402050427,1.558786833,0.566502174,2.125289007,1.392 -1781,1994/11/16,0.3,3.5,206.5237841,3.2,1.875567939,0.3,0.350512663,1.674944723,1.876289164,0.21298959,42.82022058,0.419699677,0.419699677,0.419699677,1.684571987,0.632689267,2.317261254,1.5456 -1782,1994/11/17,0.5,9.2,211.1223226,8.7,4.990004619,0.5,0.391466081,4.101461462,2.466163592,0.229372265,43.81853446,0.441366263,0.441366263,0.441366263,1.909215972,0.670738528,2.5799545,0.9336 -1783,1994/11/18,0.7,1.5,211.1815757,0.8,0.451270818,0.7,0.392017774,0.740746956,2.363501602,0.307759903,44.56605109,0.478443272,0.478443272,0.478443272,2.094428246,0.786203175,2.880631421,1.1184 -1784,1994/11/19,0.6,0.4,210.6179766,0,0,0.576803699,0.386795435,0.386795435,0.52682649,0.105942545,43.71561077,0.507624437,0.507624437,0.507624437,1.884891243,0.613566982,2.498458225,1.056 -1785,1994/11/20,0.4,0,209.8848396,0,0,0.353051007,0.380085972,0.380085972,0.345464983,0.042706866,42.84561394,0.474521516,0.474521516,0.474521516,1.689983336,0.517228383,2.207211719,1.056 -1786,1994/11/21,0.5,0,209.071607,0,0,0.440479349,0.372753242,0.372753242,0.339180214,0.037926786,42.09146558,0.442283033,0.442283033,0.442283033,1.535611599,0.480209819,2.015821418,0.9936 -1787,1994/11/22,0.8,0,208.0051661,0,0,0.703130775,0.363310113,0.363310113,0.331746942,0.037154541,41.42859575,0.415630251,0.415630251,0.415630251,1.410247027,0.452784792,1.863031819,0.9936 -1788,1994/11/23,0.8,7.6,211.4850767,6.8,3.874764008,0.8,0.394853413,3.320089405,1.495198469,0.101343488,41.83160727,0.393168511,0.393168511,0.393168511,1.485355462,0.494511999,1.979867461,0.816 -1789,1994/11/24,0.6,1.9,211.8177126,1.3,0.730616135,0.6,0.397980175,0.96736404,2.058521873,0.24549393,42.64847642,0.406718487,0.406718487,0.406718487,1.648371206,0.652212417,2.300583622,0.816 -1790,1994/11/25,0.5,0.1,211.0726365,0,0,0.454072167,0.391003946,0.391003946,0.642908543,0.11183395,42.17458866,0.435201423,0.435201423,0.435201423,1.551997723,0.547035372,2.099033095,0.9936 -1791,1994/11/26,0.4,25.2,223.85828,24.8,13.31096134,0.4,0.525317846,12.0143565,4.944273933,0.301029884,45.25748727,0.418510133,0.418510133,0.418510133,2.279885457,0.719540016,2.999425474,0.9336 -1792,1994/11/27,0.2,12.5,229.3818878,12.3,6.117371403,0.2,0.593763651,6.776392248,8.743408191,0.949374496,50.35095374,0.53572821,0.53572821,0.53572821,4.185669936,1.485102706,5.670772642,2.0136 -1793,1994/11/28,0.3,0.7,228.9876706,0.4,0.194435583,0.3,0.588652741,0.794217159,3.735203823,0.60810883,50.56985245,0.778134977,0.778134977,0.778134977,4.294440092,1.386243807,5.680683899,2.28 -1794,1994/11/29,0.2,1.7,229.1271927,1.5,0.729979559,0.2,0.590457537,1.360477978,0.938524284,0.162406272,48.80778329,0.790039645,0.790039645,0.790039645,3.490633084,0.952445917,4.443079001,2.0136 -1795,1994/11/30,0.3,0.4,228.5923846,0.1,0.048755507,0.3,0.583563598,0.634808091,0.937718987,0.113440818,47.46664311,0.697814157,0.697814157,0.697814157,2.976673329,0.811254974,3.787928303,1.86 -1796,1994/12/1,0.3,0,227.7442158,0,0,0.275405468,0.572763285,0.572763285,0.54681345,0.070677663,46.11578613,0.63297681,0.63297681,0.63297681,2.530647239,0.703654473,3.234301712,1.62 -1797,1994/12/2,0.3,0,226.9070066,0,0,0.274948296,0.562260918,0.562260918,0.511337472,0.057777587,44.99220646,0.572139115,0.572139115,0.572139115,2.207056251,0.629916702,2.836972953,1.4616 -1798,1994/12/3,0.3,0.1,226.17084,0,0,0.28301194,0.553154679,0.553154679,0.50243695,0.056150091,44.05363365,0.524817738,0.524817738,0.524817738,1.965827499,0.580967829,2.546795328,1.32 -1799,1994/12/4,0.2,0,225.4438187,0,0,0.182742834,0.544278446,0.544278446,0.494332211,0.055228049,43.25589292,0.487488145,0.487488145,0.487488145,1.779561087,0.542716194,2.322277281,1.26 -1800,1994/12/5,0.4,5,227.1732683,4.6,2.29503373,0.4,0.565584082,2.870550352,1.408957375,0.105594048,43.32669806,0.457284487,0.457284487,0.457284487,1.795436721,0.562878534,2.358315255,0.9336 -1801,1994/12/6,0.5,18.5,235.0845014,18,8.583015993,0.5,0.671782909,10.08876692,5.43540255,0.418057853,46.55391859,0.459909687,0.459909687,0.459909687,2.668091708,0.87796754,3.546059248,1.4616 -1802,1994/12/7,0.6,8.7,238.0319088,8.1,3.662634371,0.6,0.715227,5.152592629,7.129614405,0.81539495,50.17482867,0.591391166,0.591391166,0.591391166,4.100095494,1.406786115,5.506881609,3.024 -1803,1994/12/8,0.6,6.6,239.9327124,6,2.64522894,0.6,0.744425292,4.099196352,4.221137843,0.550355791,50.76889291,0.768649991,0.768649991,0.768649991,4.395723595,1.319005782,5.714729376,4.344 -1804,1994/12/9,0.6,1.8,239.7160295,1.2,0.524366193,0.6,0.74104911,1.416682917,2.629419301,0.363462754,50.12371171,0.800976747,0.800976747,0.800976747,4.075577246,1.164439501,5.240016748,4.464 -1805,1994/12/10,0.5,7.1,241.7964005,6.6,2.854350006,0.5,0.773979034,4.519629028,2.500984274,0.241415952,49.57120143,0.76591269,0.76591269,0.76591269,3.819407245,1.007328642,4.826735887,3.984 -1806,1994/12/11,0.3,12.5,246.041729,12.2,5.09017027,0.3,0.844841766,7.954671496,5.424846508,0.490765085,51.14129291,0.736768483,0.736768483,0.736768483,4.591523507,1.227533568,5.819057075,3.672 -1807,1994/12/12,0.4,3,246.2506411,2.6,1.057371517,0.4,0.848459458,2.391087941,4.96104005,0.632833396,51.90421836,0.821729625,0.821729625,0.821729625,5.019844226,1.454563021,6.474407247,3.552 -1808,1994/12/13,0.4,3.3,246.5722172,2.9,1.175628673,0.4,0.854052553,2.578423881,2.225995259,0.308839049,50.65710018,0.865440622,0.865440622,0.865440622,4.338554061,1.174279671,5.512833732,3.432 -1809,1994/12/14,0.3,5.5,247.7852138,5.2,2.088414964,0.3,0.875418349,3.987003385,2.87710923,0.286551185,50.21133647,0.794820613,0.794820613,0.794820613,4.117693552,1.081371799,5.19906535,4.56 -1810,1994/12/15,0.4,10.7,250.8801534,10.3,4.026833059,0.4,0.93189346,7.205060401,4.859752792,0.452723443,51.21202918,0.770609248,0.770609248,0.770609248,4.629669328,1.223332691,5.853002019,5.184 -1811,1994/12/16,0.7,1.6,250.3053891,0.9,0.346424791,0.7,0.921189048,1.474764257,4.220522171,0.556772116,51.48079466,0.825714532,0.825714532,0.825714532,4.777471232,1.382486648,6.159957879,5.688 -1812,1994/12/17,0.5,14,254.3815038,13.5,5.07540854,0.5,0.999293867,9.423885328,4.467974449,0.389543533,51.81940985,0.840981283,0.840981283,0.840981283,4.970340535,1.230524816,6.200865351,5.688 -1813,1994/12/18,0.2,3.4,254.5487655,3.2,1.169871237,0.2,1.00260951,3.032738273,5.956363279,0.708349771,52.95829494,0.860501442,0.860501442,0.860501442,5.677979629,1.568851212,7.246830841,6.648 -1814,1994/12/19,0.2,2.5,254.3901244,2.3,0.840823442,0.2,0.999464538,2.458641096,2.502639379,0.36605117,51.56483212,0.928532185,0.928532185,0.928532185,4.824634386,1.294583355,6.119217741,5.688 -1815,1994/12/20,0.5,4.5,254.8409677,4,1.459266428,0.5,1.008423179,3.549156751,2.643638143,0.276571943,50.69593506,0.84579597,0.84579597,0.84579597,4.358331179,1.122367913,5.480699092,5.304 -1816,1994/12/21,0.3,1.9,254.4244448,1.6,0.583621369,0.3,1.000144244,2.016522875,2.588699483,0.308412763,50.04397583,0.796955303,0.796955303,0.796955303,4.037614007,1.105368066,5.142982073,4.944 -1817,1994/12/22,0.2,3.1,254.4835009,2.9,1.060370808,0.2,1.001314708,2.8409439,2.140598137,0.237824555,49.26296353,0.761656763,0.761656763,0.761656763,3.683267207,0.999481319,4.682748526,4.56 -1818,1994/12/23,0.1,0,253.4075475,0,0,0.095790856,0.980162549,0.980162549,1.821657325,0.233527029,48.45682825,0.720858216,0.720858216,0.720858216,3.348650817,0.954385245,4.303036062,4.104 -1819,1994/12/24,0,0,252.4459816,0,0,0,0.96156593,0.96156593,0.874798773,0.119554568,47.146991,0.680409591,0.680409591,0.680409591,2.865045619,0.799964159,3.665009778,2.832 -1820,1994/12/25,0.2,6.6,253.8391821,6.4,2.381804753,0.2,0.988604249,5.006799496,2.463675457,0.185168536,47.30805174,0.618182796,0.618182796,0.618182796,2.920797511,0.803351332,3.724148843,2.712 -1821,1994/12/26,0.4,2.5,253.6301294,2.1,0.775455704,0.4,0.984508395,2.309052691,3.440243426,0.393754302,48.14632441,0.62560571,0.62560571,0.62560571,3.227576468,1.019360012,4.24693648,3.024 -1822,1994/12/27,0.4,2.1,253.2825282,1.7,0.630127148,0.4,0.977728388,2.047601239,1.974848263,0.256984331,47.71886261,0.665271571,0.665271571,0.665271571,3.067581627,0.922255902,3.989837529,2.904 -1823,1994/12/28,0.3,0.1,252.1356444,0,0,0.29125854,0.955625242,0.955625242,1.411402872,0.183874997,46.97013451,0.644827092,0.644827092,0.644827092,2.804958067,0.828702088,3.633660155,2.832 -1824,1994/12/29,0.2,0,251.0103557,0,0,0.190956402,0.934332244,0.934332244,0.851649861,0.107974184,45.9511865,0.610104596,0.610104596,0.610104596,2.480702467,0.71807878,3.198781247,2.712 -1825,1994/12/30,0.1,0,249.9994892,0,0,0.09533392,0.915532579,0.915532579,0.833471276,0.09327173,45.11043094,0.565023534,0.565023534,0.565023534,2.239250372,0.658295264,2.897545636,2.544 -1826,1994/12/31,0.1,0,249.0069212,0,0,0.095196505,0.897371547,0.897371547,0.816803901,0.091376374,44.40394048,0.529660271,0.529660271,0.529660271,2.052954627,0.621036645,2.673991273,2.1 -1827,1995/1/1,0.1,0.2,248.1642201,0.1,0.039480795,0.1,0.882181907,0.942701113,0.825544019,0.090946352,43.82089775,0.501191012,0.501191012,0.501191012,1.909777763,0.592137365,2.501915128,2.1936 -1828,1995/1/2,0.2,0.8,247.532339,0.6,0.239047898,0.2,0.870928994,1.231881096,0.962685587,0.100082986,43.44082714,0.478533592,0.478533592,0.478533592,1.821289787,0.578616579,2.399906366,2.0136 -1829,1995/1/3,0.5,0.6,246.7159717,0.1,0.040195215,0.5,0.856562445,0.91636723,0.984033868,0.112851977,43.13605182,0.464163818,0.464163818,0.464163818,1.752973014,0.577015795,2.329988809,2.1 -1830,1995/1/4,0.6,1.5,246.2324254,0.9,0.364597168,0.6,0.848143523,1.383546355,1.009312306,0.105612536,42.89720517,0.452865624,0.452865624,0.452865624,1.70102458,0.55847816,2.259502741,2.0136 -1831,1995/1/5,0.6,0.2,245.0264037,0,0,0.578585368,0.827436339,0.827436339,1.025473395,0.120638075,42.70633801,0.444149805,0.444149805,0.444149805,1.66049036,0.56478788,2.22527824,1.932 -1832,1995/1/6,0.6,0.6,244.2127065,0,0,0.6,0.813697204,0.813697204,0.739264372,0.08900097,42.30488339,0.437271476,0.437271476,0.437271476,1.577990466,0.526272446,2.104262912,1.86 -1833,1995/1/7,0.4,0.2,243.2266819,0,0,0.388728969,0.797295579,0.797295579,0.725847205,0.081171768,41.94640602,0.423052963,0.423052963,0.423052963,1.50737754,0.50422473,2.01160227,1.692 -1834,1995/1/8,0.2,3.5,243.8037427,3.3,1.383922526,0.2,0.806861755,2.722939228,1.478385123,0.122190762,42.26536306,0.410638467,0.410638467,0.410638467,1.57006655,0.532829228,2.102895779,1.62 -1835,1995/1/9,0.2,0,242.8244534,0,0,0.188607347,0.790681938,0.790681938,1.687213079,0.207169593,42.71246851,0.421671352,0.421671352,0.421671352,1.661778972,0.628840945,2.290619918,1.4616 -1836,1995/1/10,0.2,0,241.8611179,0,0,0.188313461,0.775022039,0.775022039,0.705426521,0.101513967,42.28199018,0.437491212,0.437491212,0.437491212,1.573396073,0.539005179,2.112401252,1.62 -1837,1995/1/11,0.2,0,240.9132387,0,0,0.188020713,0.759858479,0.759858479,0.691528715,0.07735408,41.89775997,0.422252234,0.422252234,0.422252234,1.498011157,0.499606314,1.997617471,1.62 -1838,1995/1/12,0.2,0,239.9803405,0,0,0.187729127,0.745169055,0.745169055,0.678068842,0.075842277,41.55192947,0.408974093,0.408974093,0.408974093,1.432873437,0.48481637,1.917689807,1.5456 -1839,1995/1/13,0.4,5.3,241.3353425,4.9,2.121583149,0.4,0.766581191,3.544998042,1.776860661,0.136146219,42.1741581,0.397280424,0.397280424,0.397280424,1.551912452,0.533426643,2.085339096,1.62 -1840,1995/1/14,0.3,6.5,243.1760508,6.2,2.637168953,0.3,0.796460631,4.359291678,3.512224434,0.339351747,44.12224876,0.418495179,0.418495179,0.418495179,1.982628946,0.757846926,2.740475872,1.32 -1841,1995/1/15,0.5,11.4,246.8096488,10.9,4.491799227,0.5,0.858201207,7.26640198,5.071957634,0.490136168,46.90217744,0.490150804,0.490150804,0.490150804,2.782179757,0.980286971,3.762466728,1.5456 -1842,1995/1/16,0.5,2.5,246.7594978,2,0.807172576,0.5,0.857323564,2.050150988,4.478828114,0.577856906,48.58725672,0.607020701,0.607020701,0.607020701,3.400769538,1.184877607,4.585647145,2.64 -1843,1995/1/17,0.4,0,245.5443304,0,0,0.378888976,0.836278478,0.836278478,1.365536504,0.2398924,47.611177,0.686841155,0.686841155,0.686841155,3.028457383,0.926733555,3.955190938,2.712 -1844,1995/1/18,0.2,1.6,245.2867893,1.4,0.574331085,0.2,0.831872211,1.657541125,1.077130337,0.115971216,46.63408793,0.639748381,0.639748381,0.639748381,2.693967782,0.755719597,3.449687379,2.832 -1845,1995/1/19,0.2,0.1,244.3758232,0,0,0.194529554,0.816436544,0.816436544,1.159467726,0.137605806,45.91782848,0.594963315,0.594963315,0.594963315,2.470690494,0.732569121,3.203259614,3.024 -1846,1995/1/20,0.1,0,243.4799448,0,0,0.094395633,0.801482693,0.801482693,0.728884625,0.091235619,45.00089447,0.563589221,0.563589221,0.563589221,2.20940786,0.65482484,2.8642327,2.544 -1847,1995/1/21,0.1,0,242.5986932,0,0,0.094262352,0.786989309,0.786989309,0.715608089,0.080006529,44.23192463,0.525172521,0.525172521,0.525172521,2.009750451,0.60517905,2.614929501,2.1 -1848,1995/1/22,0.1,0,241.7316272,0,0,0.094129718,0.772936261,0.772936261,0.70273802,0.078561425,43.57661372,0.494428404,0.494428404,0.494428404,1.852477331,0.572989828,2.425467159,1.5456 -1849,1995/1/23,0.2,0,240.7858078,0,0,0.187981086,0.757838297,0.757838297,0.689677432,0.07712799,43.01013741,0.469261753,0.469261753,0.469261753,1.725415492,0.546389743,2.271805235,1.5456 -1850,1995/1/24,0.3,0,239.7625227,0,0,0.281512654,0.741772488,0.741772488,0.67570687,0.075609273,42.51366462,0.44825577,0.44825577,0.44825577,1.620435428,0.523865043,2.144300471,1.776 -1851,1995/1/25,0.5,0,238.5707977,0,0,0.468315619,0.723409407,0.723409407,0.660339994,0.073963682,42.07251341,0.430405568,0.430405568,0.430405568,1.531896771,0.50436925,2.036266021,1.776 -1852,1995/1/26,0.6,0,237.305678,0,0,0.560801479,0.704318189,0.704318189,0.643525535,0.072138485,41.67520977,0.414975622,0.414975622,0.414975622,1.455804795,0.487114107,1.942918902,1.86 -1853,1995/1/27,0.7,0.8,236.6560374,0.1,0.045033233,0.7,0.694673853,0.749640621,0.651793183,0.071651826,41.33511873,0.401421162,0.401421162,0.401421162,1.393305393,0.473072988,1.866378381,1.62 -1854,1995/1/28,0.7,1.7,236.4172764,1,0.452395167,0.7,0.691156156,1.238760989,0.867927316,0.085165694,41.22036845,0.390072331,0.390072331,0.390072331,1.372749923,0.475238025,1.847987948,1.62 -1855,1995/1/29,0.7,2.4,236.4946796,1.7,0.769698199,0.7,0.692294972,1.622596773,1.266537844,0.126532498,41.4576522,0.38629539,0.38629539,0.38629539,1.415549484,0.512827888,1.928377373,1.4616 -1856,1995/1/30,0.6,3.6,237.1458944,3,1.353150969,0.6,0.701936154,2.348785185,1.747253086,0.173672452,42.06802219,0.394134495,0.394134495,0.394134495,1.531017595,0.567806947,2.098824541,1.392 -1857,1995/1/31,0.5,1.7,236.9862417,1.2,0.539909805,0.5,0.699562558,1.359652753,1.723101766,0.204602355,42.57321972,0.414820598,0.414820598,0.414820598,1.632724832,0.619422953,2.252147784,1.5456 -1858,1995/2/1,0.6,4.8,238.148922,4.2,1.879677668,0.6,0.716997338,3.037319671,1.886531306,0.184456032,43.13871132,0.432519527,0.432519527,0.432519527,1.753559231,0.616975559,2.370534791,1.5456 -1859,1995/2/2,0.3,1.6,238.0127146,1.3,0.578729565,0.3,0.71493694,1.436207376,2.100990396,0.248800949,43.79017835,0.452963355,0.452963355,0.452963355,1.902486717,0.701764304,2.60425102,1.5456 -1860,1995/2/3,0.4,2.1,238.0543188,1.7,0.757169931,0.4,0.715565776,1.658395845,1.380372958,0.16738168,43.7539839,0.477360503,0.477360503,0.477360503,1.893927912,0.644742183,2.538670095,1.5456 -1861,1995/2/4,0.3,1,237.6571047,0.7,0.312366113,0.3,0.709580144,1.097214032,1.270834069,0.150901181,43.63481076,0.475980973,0.475980973,0.475980973,1.865988181,0.626882154,2.492870336,1.5456 -1862,1995/2/5,0.6,9.1,240.6417962,8.5,3.740251923,0.6,0.755560473,5.51530855,2.733075588,0.213316995,44.70799017,0.471458882,0.471458882,0.471458882,2.13135506,0.684775877,2.816130937,1.4616 -1863,1995/2/6,0.4,8.8,243.4227478,8.4,3.581487115,0.4,0.800535526,5.619048411,5.004765038,0.501700044,47.30598501,0.513305593,0.513305593,0.513305593,2.920075798,1.015005637,3.935081435,1.776 -1864,1995/2/7,0.3,7,245.3704299,6.7,2.780983302,0.3,0.833301159,4.752317857,4.714699402,0.54165677,49.05300292,0.625510058,0.625510058,0.625510058,3.593191548,1.167166827,4.760358376,2.1 -1865,1995/2/8,0.2,1.5,245.0766552,1.3,0.534516164,0.2,0.828290923,1.593774759,3.029149983,0.416124524,49.15544098,0.710162245,0.710162245,0.710162245,3.636874167,1.126286769,4.763160936,2.1936 -1866,1995/2/9,0.1,3.8,245.7545296,3.7,1.517763179,0.1,0.839888712,3.022125533,1.998736645,0.227982297,48.50266378,0.715366454,0.715366454,0.715366454,3.366880303,0.943348751,4.310229054,1.86 -1867,1995/2/10,0.1,3.5,246.2901076,3.4,1.384722228,0.1,0.849144293,2.864422065,2.657604488,0.281904747,48.48363296,0.682664864,0.682664864,0.682664864,3.359300163,0.964569611,4.323869774,1.86 -1868,1995/2/11,0.1,3.4,246.7685016,3.3,1.3358751,0.1,0.857481077,2.821605976,2.561063213,0.287362456,48.40017636,0.681727832,0.681727832,0.681727832,3.326247644,0.969090288,4.295337932,1.86 -1869,1995/2/12,0,0.7,246.2043796,0.7,0.283535304,0,0.847657281,1.264121977,1.924085554,0.248478985,47.87627304,0.677629474,0.677629474,0.677629474,3.125618351,0.926108459,4.05172681,1.776 -1870,1995/2/13,0,1.4,245.9313505,1.4,0.569906273,0,0.842935392,1.673029119,1.299268391,0.153757036,47.00958435,0.652302669,0.652302669,0.652302669,2.818259753,0.806059705,3.624319458,1.692 -1871,1995/2/14,0,0,245.1026178,0,0,0,0.828732725,0.828732725,1.172145839,0.143947961,46.22831345,0.611899956,0.611899956,0.611899956,2.565316691,0.755847918,3.321164609,1.692 -1872,1995/2/15,0,0,244.2876627,0,0,0,0.814955077,0.814955077,0.740415903,0.0925287,45.26405422,0.577040314,0.577040314,0.577040314,2.281715456,0.669569014,2.951284471,1.5456 -1873,1995/2/16,0.2,0,243.300399,0,0,0.18875119,0.798512495,0.798512495,0.726963109,0.08129711,44.4598445,0.536000332,0.536000332,0.536000332,2.067173158,0.617297443,2.684470601,1.5456 -1874,1995/2/17,0.1,0,242.4220537,0,0,0.094235452,0.784109829,0.784109829,0.712970753,0.079729059,43.77688009,0.503402967,0.503402967,0.503402967,1.899338131,0.583132025,2.482470156,1.5456 -1875,1995/2/18,0.1,0,241.5578072,0,0,0.094102951,0.770143565,0.770143565,0.700180776,0.078274311,43.18919445,0.476853316,0.476853316,0.476853316,1.764719726,0.555127627,2.319847353,1.4616 -1876,1995/2/19,0.3,0,240.5222632,0,0,0.281870035,0.753674022,0.753674022,0.686622097,0.076817591,42.676423,0.454821354,0.454821354,0.454821354,1.654214906,0.531638944,2.18585385,1.4616 -1877,1995/2/20,0.2,0,239.5954792,0,0,0.187607834,0.739176141,0.739176141,0.672578509,0.075243438,42.22349247,0.436200362,0.436200362,0.436200362,1.561709399,0.5114438,2.073153199,1.5456 -1878,1995/2/21,0.2,0,238.6830381,0,0,0.187317935,0.725123106,0.725123106,0.659706175,0.07378016,41.82022282,0.420211097,0.420211097,0.420211097,1.483186924,0.493991257,1.977178181,1.4616 -1879,1995/2/22,0.2,0,237.7845132,0,0,0.187029247,0.711495654,0.711495654,0.647226591,0.072378951,41.45814166,0.40633121,0.40633121,0.40633121,1.415638953,0.478710161,1.894349114,1.392 -1880,1995/2/23,0.6,3.8,238.4860692,3.2,1.423673905,0.6,0.722117928,2.498444023,1.346366881,0.110533696,41.73215482,0.394150782,0.394150782,0.394150782,1.466504505,0.504684478,1.971188983,1.4616 -1881,1995/2/24,0.9,4.2,239.2099686,3.3,1.457111548,0.9,0.733212133,2.576100585,2.27928156,0.230473337,42.74594868,0.403344201,0.403344201,0.403344201,1.668831902,0.633817538,2.302649439,1.692 -1882,1995/2/25,1,13.1,243.6004349,12.1,5.19394717,1,0.803480933,7.709533762,4.346702757,0.369372711,45.25277184,0.438692635,0.438692635,0.438692635,2.278572232,0.808065346,3.086637578,2.1936 -1883,1995/2/26,0.9,8.5,245.8994999,7.6,3.14145099,0.9,0.842385939,5.300934949,5.986946169,0.657540094,48.43517829,0.535532872,0.535532872,0.535532872,3.340072589,1.193072966,4.533145555,2.64 -1884,1995/2/27,0.8,5.6,246.9832822,4.8,1.945027629,0.8,0.861245391,3.716217762,4.144721776,0.523716762,49.48042371,0.679346187,0.679346187,0.679346187,3.778822551,1.20306295,4.9818855,3.432 -1885,1995/2/28,0.8,4.4,247.5562524,3.6,1.444322962,0.8,0.871352738,3.027029776,3.072298685,0.375184758,49.49809075,0.732057033,0.732057033,0.732057033,3.786688674,1.107241791,4.893930465,4.56 -1886,1995/3/1,0.5,4.8,248.3806331,4.3,1.710443546,0.5,0.886062784,3.475619238,2.901563797,0.320677998,49.39265298,0.732972278,0.732972278,0.732972278,3.739973845,1.053650276,4.793624122,4.824 -1887,1995/3/2,0.5,0,247.0436,0,0,0.474728153,0.862304937,0.862304937,2.095540394,0.284909177,48.74917935,0.72752215,0.72752215,0.72752215,3.466536174,1.012431328,4.478967501,4.824 -1888,1995/3/3,0.5,0,245.7303466,0,0,0.473780747,0.839472722,0.839472722,0.767053447,0.11655138,47.29490825,0.694886005,0.694886005,0.694886005,2.916210548,0.811437385,3.727647933,4.344 -1889,1995/3/4,0.7,0,244.2540852,0,0,0.661869951,0.814391405,0.814391405,0.745615837,0.083666048,46.13039708,0.624997584,0.624997584,0.624997584,2.535124595,0.708663632,3.243788227,3.744 -1890,1995/3/5,0.5,0,242.9889558,0,0,0.471748024,0.793381399,0.793381399,0.724651221,0.081273807,45.17171696,0.572773818,0.572773818,0.572773818,2.256105154,0.654047625,2.910152779,3.24 -1891,1995/3/6,0.6,0,241.6523752,0,0,0.564918641,0.77166194,0.77166194,0.705461912,0.079109215,44.36600578,0.532183097,0.532183097,0.532183097,2.043356197,0.611292313,2.654648509,2.904 -1892,1995/3/7,0.6,0,240.337906,0,0,0.563697201,0.750771973,0.750771973,0.686242131,0.076963843,43.67627446,0.499694009,0.499694009,0.499694009,1.875667462,0.576657853,2.452325314,2.364 -1893,1995/3/8,1,0,238.675729,0,0,0.937165676,0.725011409,0.725011409,0.665516795,0.074758154,43.07521068,0.473028748,0.473028748,0.473028748,1.73960932,0.547786901,2.287396222,2.28 -1894,1995/3/9,1.4,0,236.6728733,0,0,1.30793317,0.694922444,0.694922444,0.640622142,0.072144534,42.5405032,0.450633961,0.450633961,0.450633961,1.625963584,0.522778495,2.14874208,2.1 -1895,1995/3/10,1.2,0,234.8865541,0,0,1.117375974,0.668943253,0.668943253,0.615165841,0.069276896,42.05797411,0.43135731,0.43135731,0.43135731,1.529052236,0.500634206,2.029686442,2.1 -1896,1995/3/11,0.9,0,233.4030058,0,0,0.835580939,0.647967352,0.647967352,0.593761362,0.066740326,41.62060138,0.414473917,0.414473917,0.414473917,1.445608012,0.481214243,1.926822256,1.32 -1897,1995/3/12,0.9,0,231.9418452,0,0,0.83333151,0.627829139,0.627829139,0.575214022,0.064602113,41.22230412,0.399583192,0.399583192,0.399583192,1.373094471,0.464185305,1.837279775,1.5456 -1898,1995/3/13,1.5,2.6,231.8366459,1.1,0.521199668,1.5,0.626398937,1.205199269,0.793164344,0.075693677,41.0577561,0.386358885,0.386358885,0.386358885,1.344071248,0.462052561,1.806123809,1.392 -1899,1995/3/14,1.4,8.2,234.358997,6.8,3.183773476,1.4,0.661422377,4.277648901,2.29859988,0.181150369,42.18356715,0.380987932,0.380987932,0.380987932,1.553776768,0.562138301,2.115915069,1.392 -1900,1995/3/15,1,11.2,238.2636405,10.2,4.623379864,1,0.718736386,6.295356522,4.647077377,0.43581635,45.03170182,0.418822052,0.418822052,0.418822052,2.217764755,0.854638402,3.072403157,1.692 -1901,1995/3/16,0.9,0,236.7273555,0,0,0.840557595,0.695727387,0.695727387,3.453415055,0.482827035,46.39430049,0.526431954,0.526431954,0.526431954,2.617248335,1.009258989,3.626507324,1.932 -1902,1995/3/17,1.1,2.5,236.6648591,1.4,0.632307678,1.1,0.694804101,1.462496423,0.929104009,0.152446598,45.54614182,0.584324628,0.584324628,0.584324628,2.361587308,0.736771226,3.098358534,1.5456 -1903,1995/3/18,1.4,2.5,236.4703965,1.1,0.497474951,1.4,0.691937538,1.294462587,1.249856811,0.133517896,45.1058002,0.547783015,0.547783015,0.547783015,2.237981452,0.681300911,2.919282363,1.5456 -1904,1995/3/19,1.4,0,234.5039882,0,0,1.302925788,0.663482553,0.663482553,0.915716965,0.117578153,44.47893774,0.529469996,0.529469996,0.529469996,2.072049421,0.647048148,2.719097569,1.86 -1905,1995/3/20,1.4,0,232.5692257,0,0,1.29834921,0.636413202,0.636413202,0.586439219,0.073196025,43.69053117,0.504160024,0.504160024,0.504160024,1.879005814,0.577356049,2.456361863,1.62 -1906,1995/3/21,1.5,2.1,232.2205032,0.6,0.282907705,1.5,0.631630257,0.948722553,0.696164855,0.070815765,43.11248051,0.473569386,0.473569386,0.473569386,1.7477849,0.544385151,2.292170051,1.62 -1907,1995/3/22,1.2,1.4,231.6907874,0.2,0.094704511,1.2,0.624420308,0.729715797,0.767321011,0.086381647,42.67738518,0.45200009,0.45200009,0.45200009,1.654416425,0.538381737,2.192798162,1.62 -1908,1995/3/23,1.3,0,229.890907,0,0,1.199464711,0.600415726,0.600415726,0.605657922,0.072716486,42.16848798,0.436234784,0.436234784,0.436234784,1.550789915,0.50895127,2.059741185,1.62 -1909,1995/3/24,1.4,15.4,235.7779925,14,6.568893695,1.4,0.68180812,8.112914425,3.508551902,0.22646539,44.11459072,0.418298285,0.418298285,0.418298285,1.980747442,0.644763675,2.625511117,1.5456 -1910,1995/3/25,0.8,4.5,236.7601289,3.7,1.678348304,0.8,0.696211957,2.717863653,5.17004575,0.604266516,46.96968332,0.489853114,0.489853114,0.489853114,2.804806268,1.09411963,3.898925898,1.932 -1911,1995/3/26,0.7,0.9,236.1632498,0.2,0.090550253,0.7,0.687429325,0.796879071,1.687098893,0.293251429,46.58785041,0.610084084,0.610084084,0.610084084,2.679015883,0.903335513,3.582351396,1.86 -1912,1995/3/27,0.9,4.2,236.9565841,3.3,1.492456643,0.9,0.699122345,2.506665702,1.39272546,0.139874155,46.05989167,0.592901209,0.592901209,0.592901209,2.513585411,0.732775364,3.246360776,1.776 -1913,1995/3/28,0.9,0.7,236.0838423,0,0,0.886474127,0.686267663,0.686267663,1.536762345,0.190543406,45.74651965,0.569715684,0.569715684,0.569715684,2.419850047,0.76025909,3.180109136,2.1 -1914,1995/3/29,0.7,0,234.7652408,0,0,0.651393804,0.667207735,0.667207735,0.610110329,0.089678613,44.76622176,0.556264301,0.556264301,0.556264301,2.14667252,0.645942914,2.792615434,2.1936 -1915,1995/3/30,1.1,1,234.0157903,0,0,1.092884133,0.656566293,0.656566293,0.596282527,0.066712008,43.93989735,0.515649415,0.515649415,0.515649415,1.938256348,0.582361422,2.520617771,1.932 -1916,1995/3/31,1.3,2.6,233.9634072,1.3,0.603444518,1.3,0.65582765,1.352383132,0.865825911,0.081055282,43.46256864,0.483097306,0.483097306,0.483097306,1.826251927,0.564152589,2.390404516,2.0136 -1917,1995/4/1,1.2,0.4,232.5852129,0,0,1.141561151,0.636633173,0.636633173,0.934352976,0.111321061,43.11381972,0.464977402,0.464977402,0.464977402,1.748079301,0.576298463,2.324377764,1.86 -1918,1995/4/2,0.8,19.2,240.1664226,18.4,8.329290424,0.8,0.74808067,10.81879025,4.595925905,0.295602671,45.74298403,0.452049234,0.452049234,0.452049234,2.418810829,0.747651905,3.166462734,1.932 -1919,1995/4/3,0.7,8.9,242.8905898,8.2,3.515933523,0.7,0.791766336,5.475832813,7.62591593,0.844511041,49.93754327,0.556113843,0.556113843,0.556113843,3.987470529,1.400624884,5.388095413,2.424 -1920,1995/4/4,0.8,8.4,245.2265143,7.6,3.166768133,0.8,0.830843677,5.264075544,4.844584399,0.605951427,51.0143112,0.756002251,0.756002251,0.756002251,4.523818728,1.361953677,5.885772406,3.024 -1921,1995/4/5,1.3,6.7,246.5746922,5.4,2.202273606,1.3,0.854095716,4.051822109,4.258708222,0.502296318,51.37105911,0.814610639,0.814610639,0.814610639,4.716570946,1.316906957,6.033477903,3.552 -1922,1995/4/6,1.6,11.7,249.6737356,10.1,4.008583241,1.6,0.909539854,7.000956613,4.811838733,0.484213195,51.96311199,0.83472381,0.83472381,0.83472381,5.054509663,1.318937005,6.373446668,7.08 -1923,1995/4/7,1.9,4.1,249.622183,2.2,0.857041765,1.9,0.908594376,2.251552611,4.424377885,0.561063978,52.11272248,0.868882432,0.868882432,0.868882432,5.14364983,1.42994641,6.57359624,8.736 -1924,1995/4/8,2.3,2,248.4494878,0,0,2.285394776,0.88730042,0.88730042,1.487383158,0.251225643,50.31144884,0.877669791,0.877669791,0.877669791,4.166326588,1.128895434,5.295222022,7.968 -1925,1995/4/9,2.6,0,245.1547017,0,0,2.46516641,0.829619606,0.829619606,0.775780748,0.103554278,48.49814919,0.77600026,0.77600026,0.77600026,3.365080652,0.879554539,4.244635191,6.648 -1926,1995/4/10,2.6,0,241.9259071,0,0,2.452727292,0.776067337,0.776067337,0.725499199,0.082466813,47.06802075,0.682442493,0.682442493,0.682442493,2.838070132,0.764909306,3.602979438,6.768 -1927,1995/4/11,1.6,14,246.2413331,12.4,5.163724011,1.6,0.848298008,8.084573997,3.586041378,0.238659558,48.07012957,0.614566325,0.614566325,0.614566325,3.198498884,0.853225883,4.051724767,4.824 -1928,1995/4/12,0.9,4.4,246.8002678,3.5,1.416971636,0.9,0.858036983,2.941065347,5.243923307,0.609359733,49.9720059,0.661593923,0.661593923,0.661593923,4.003640904,1.270953657,5.274594561,4.824 -1929,1995/4/13,0.9,0.2,245.3051287,0,0,0.862953689,0.832185359,0.832185359,1.813743199,0.308480567,48.98085452,0.757829875,0.757829875,0.757829875,3.562724452,1.066310442,4.629034894,4.68 -1930,1995/4/14,1.1,0,243.4648048,0,0,1.03909201,0.801231891,0.801231891,0.736737131,0.107411746,47.4524663,0.706513125,0.706513125,0.706513125,2.971638483,0.813924871,3.785563354,4.464 -1931,1995/4/15,1.5,0,241.2865904,0,0,1.412412081,0.765802292,0.765802292,0.707110498,0.079710603,46.22698675,0.63231538,0.63231538,0.63231538,2.564905426,0.712025984,3.276931409,4.104 -1932,1995/4/16,2.1,0,238.5933764,0,0,1.969460162,0.723753879,0.723753879,0.672608775,0.076075153,45.20991097,0.576982355,0.576982355,0.576982355,2.266666911,0.653057507,2.919724418,3.024 -1933,1995/4/17,2.3,0.5,236.2242045,0,0,2.180849761,0.688322113,0.688322113,0.637379432,0.072093609,44.34339572,0.53375968,0.53375968,0.53375968,2.037654362,0.605853289,2.643507651,2.364 -1934,1995/4/18,2.5,13.4,240.3145265,10.9,4.840726579,2.5,0.75040459,6.809678011,3.038029067,0.203613442,45.52477728,0.498803278,0.498803278,0.498803278,2.355450785,0.702416719,3.057867504,2.364 -1935,1995/4/19,1.5,10.2,243.2370309,8.7,3.719970728,1.5,0.797466329,5.777495601,5.720896216,0.586114951,48.44757556,0.546884213,0.546884213,0.546884213,3.34498215,1.132999164,4.477981313,3.432 -1936,1995/4/20,2,0.6,241.155451,0,0,1.91786968,0.763710277,0.763710277,3.218806311,0.479871266,48.84168983,0.679954971,0.679954971,0.679954971,3.504647011,1.159826238,4.664473248,3.432 -1937,1995/4/21,1.5,12.2,244.8431577,10.7,4.512032822,1.5,0.824326057,7.012293235,3.156145647,0.272660734,49.08890395,0.699512319,0.699512319,0.699512319,3.60844384,0.972173054,4.580616893,3.024 -1938,1995/4/22,2.2,0,241.9910514,0,0,2.074986809,0.77711951,0.77711951,3.847555298,0.490670646,49.74854358,0.711983053,0.711983053,0.711983053,3.899898726,1.202653699,5.102552425,3.432 -1939,1995/4/23,1.6,9.6,244.5358367,8,3.363916241,1.6,0.819130993,5.455214752,2.547716449,0.253934902,49.32987429,0.746035135,0.746035135,0.746035135,3.712420876,0.999970037,4.712390913,3.24 -1940,1995/4/24,2,8.2,246.2316679,6.2,2.543961615,2,0.848130387,4.504168773,4.533936206,0.46947168,50.38546303,0.724290874,0.724290874,0.724290874,4.202638343,1.193762554,5.396400897,3.888 -1941,1995/4/25,1.6,30.1,256.062938,28.5,10.86430159,1.6,1.033031469,18.66872988,9.650150134,0.772544942,54.22729208,0.780003177,0.780003177,0.780003177,6.588324261,1.552548119,8.14087238,6.168 -1942,1995/4/26,1.5,10.2,258.0544485,8.7,3.065685752,1.5,1.07417523,6.708489479,12.07638214,1.437286913,57.53600975,1.008766602,1.008766602,1.008766602,9.77643106,2.446053515,12.22248458,9.696 -1943,1995/4/27,2,0.9,255.9654455,0,0,1.957952503,1.031050511,1.031050511,3.794492149,0.687291562,55.19088973,1.241129421,1.241129421,1.241129421,7.380741598,1.928420983,9.309162581,8.736 -1944,1995/4/28,2,10.9,258.0306296,8.9,3.13885954,2,1.073675438,6.834815898,3.221005049,0.297458334,53.46204794,1.072911417,1.072911417,1.072911417,6.022758253,1.370369751,7.393128004,7.224 -1945,1995/4/29,2.2,0,254.9064911,0,0,2.114407958,1.009730566,1.009730566,3.849851051,0.4871706,52.73807293,0.959815041,0.959815041,0.959815041,5.533641098,1.446985641,6.980626739,6.504 -1946,1995/4/30,2.6,16.2,258.6306575,13.6,4.810489641,2.6,1.086323252,9.875833611,4.411742438,0.364285807,52.61213072,0.915088043,0.915088043,0.915088043,5.452772696,1.27937385,6.732146545,5.184 -1947,1995/5/1,2,2.9,257.8720998,0.9,0.311796105,2,1.070353793,1.658557687,5.641615752,0.702646115,53.27139171,0.907462317,0.907462317,0.907462317,5.889817079,1.610108432,7.49992551,5.688 -1948,1995/5/2,2.2,1.4,256.0695507,0,0,2.169383192,1.033165944,1.033165944,1.245610473,0.249044951,50.96637522,0.947888235,0.947888235,0.947888235,4.498515194,1.196933186,5.69544838,4.944 -1949,1995/5/3,2.2,1.1,254.0221062,0,0,2.155245043,0.992199461,0.992199461,0.913663524,0.109793422,49.08513408,0.811934692,0.811934692,0.811934692,3.606839356,0.921728114,4.52856747,4.464 -1950,1995/5/4,2.6,0.2,250.797645,0,0,2.494110516,0.930350679,0.930350679,0.868543124,0.098345562,47.63015153,0.711791699,0.711791699,0.711791699,3.035317372,0.81013726,3.845454633,4.104 -1951,1995/5/5,2.9,0,247.1744869,0,0,2.758550337,0.864607718,0.864607718,0.811340637,0.092321496,46.44790879,0.640641184,0.640641184,0.640641184,2.634224559,0.732962679,3.367187238,3.888 -1952,1995/5/6,3.1,7.5,248.0521599,4.4,1.757850732,3.1,0.880177761,3.522327029,1.82820812,0.145572929,46.28108417,0.586691185,0.586691185,0.586691185,2.581723932,0.732264113,3.313988045,2.904 -1953,1995/5/7,2.4,6.3,248.7038146,3.9,1.543538715,2.4,0.891883954,3.248345239,3.061844419,0.314873152,47.08009746,0.579349074,0.579349074,0.579349074,2.842180194,0.894222226,3.73640242,2.64 -1954,1995/5/8,2.1,4.4,248.7182585,2.3,0.906588649,2.1,0.892144836,2.285556187,2.543114025,0.306932855,47.31507766,0.615118401,0.615118401,0.615118401,2.923252232,0.922051256,3.845303488,2.64 -1955,1995/5/9,2.4,1,246.5357806,0,0,2.329060509,0.853417331,0.853417331,1.491164448,0.208475684,46.71263118,0.62593096,0.62593096,0.62593096,2.719541888,0.834406644,3.553948532,2.1936 -1956,1995/5/10,2.1,2.5,245.8567174,0.4,0.162585142,2.1,0.841648355,1.079063213,0.857227951,0.10718564,45.74804001,0.59847793,0.59847793,0.59847793,2.420297048,0.70566357,3.125960618,1.5456 -1957,1995/5/11,2.3,0.3,243.1707203,0,0,2.189624323,0.796372768,0.796372768,0.859466265,0.099039992,44.96431367,0.556329008,0.556329008,0.556329008,2.199521615,0.655369001,2.854890616,1.62 -1958,1995/5/12,2.5,17.9,248.5603283,15.4,6.278903661,2.5,0.889295669,10.01039201,4.357181629,0.285218474,47.02253579,0.523679862,0.523679862,0.523679862,2.822639367,0.808898336,3.631537704,1.86 -1959,1995/5/13,2.2,6.8,249.4609404,4.6,1.806254429,2.2,0.905642299,3.699387869,6.515883632,0.753841083,50.09096496,0.612490198,0.612490198,0.612490198,4.059944661,1.366331281,5.426275942,2.832 -1960,1995/5/14,2.4,17.3,254.1094362,14.9,5.642415384,2.4,0.993919577,10.25150419,5.91818102,0.588190797,51.80900697,0.764162772,0.764162772,0.764162772,4.964301789,1.352353569,6.316655358,3.432 -1961,1995/5/15,2.5,5.9,254.3575503,3.4,1.24693381,2.5,0.998819761,3.151885951,6.42130426,0.792037381,53.22931971,0.859896975,0.859896975,0.859896975,5.860888492,1.651934357,7.512822849,4.224 -1962,1995/5/16,2.6,23.5,260.54439,20.9,7.314309151,2.6,1.127469435,14.71316028,7.404540652,0.652692348,54.6526897,0.945270681,0.945270681,0.945270681,6.926441345,1.59796303,8.524404375,4.56 -1963,1995/5/17,1.8,6.5,260.9750443,4.7,1.567554447,1.8,1.136900146,4.269345699,9.115507322,1.105719062,56.34153654,1.036736465,1.036736465,1.036736465,8.463396947,2.142455527,10.60585247,8.4 -1964,1995/5/18,2.4,1.1,258.6339635,0,0,2.354687531,1.08639327,1.08639327,2.58483096,0.480245851,53.80782701,1.153263074,1.153263074,1.153263074,6.271803563,1.633508925,7.905312488,6.912 -1965,1995/5/19,2.6,0,255.1198148,0,0,2.500152249,1.013996501,1.013996501,0.949150055,0.144590724,51.14511764,0.981718716,0.981718716,0.981718716,4.593578141,1.12630944,5.719887581,5.568 -1966,1995/5/20,2.5,23.4,261.2156571,20.9,7.238039289,2.5,1.142196934,14.80415764,6.36107027,0.404946588,52.77230307,0.821944738,0.821944738,0.821944738,5.555829575,1.226891325,6.7827209,4.68 -1967,1995/5/21,2.1,5.3,261.1357011,3.2,1.06047854,2.1,1.140434593,3.279956053,8.770545544,1.064816378,55.13119541,0.917168542,0.917168542,0.917168542,7.328821741,1.98198492,9.310806661,8.256 -1968,1995/5/22,2.1,0.4,258.4132941,0,0,2.040679321,1.081727675,1.081727675,2.083443402,0.415663819,52.74522462,1.068855302,1.068855302,1.068855302,5.538269498,1.484519121,7.022788619,6.504 -1969,1995/5/23,2.1,7.5,259.1709881,5.4,1.855509549,2.1,1.097815533,4.642305984,2.380334408,0.212253644,51.34103774,0.915522442,0.915522442,0.915522442,4.70004373,1.127776086,5.827819816,5.304 -1970,1995/5/24,2,19.9,263.8627358,17.9,5.893546039,2,1.20179827,13.20825223,7.562468695,0.610258334,53.60911402,0.833017705,0.833017705,0.833017705,6.127410119,1.443276039,7.570686158,5.568 -1971,1995/5/25,2.1,1.3,261.9297433,0,0,2.07495823,1.158034272,1.158034272,7.126402377,0.955295372,54.72165029,0.969087937,0.969087937,0.969087937,6.982954046,1.924383308,8.907337354,8.88 -1972,1995/5/26,2.4,0,258.5280724,0,0,2.31751851,1.084152399,1.084152399,1.013040192,0.256304802,51.81071811,1.041322219,1.041322219,1.041322219,4.965294588,1.297627021,6.262921608,7.08 -1973,1995/5/27,2.1,0,255.4869961,0,0,2.019703045,1.021373298,1.021373298,0.950933198,0.107908649,49.73016529,0.859996382,0.859996382,0.859996382,3.8914824,0.967905031,4.859387431,6.072 -1974,1995/5/28,2.5,0,252.1370538,0,0,2.394290118,0.955652155,0.955652155,0.893269612,0.101435211,48.14242391,0.74507097,0.74507097,0.74507097,3.22608197,0.846506181,4.072588151,5.064 -1975,1995/5/29,2.6,0,248.7656145,0,0,2.478438724,0.893000605,0.893000605,0.835333377,0.094965172,46.87104029,0.665082954,0.665082954,0.665082954,2.771799946,0.760048126,3.531848072,4.224 -1976,1995/5/30,3.2,1.5,246.3026223,0,0,3.113630672,0.849361546,0.849361546,0.786458792,0.089081134,45.82121156,0.605611422,0.605611422,0.605611422,2.44189894,0.694692556,3.136591496,3.672 -1977,1995/5/31,3.8,0.2,242.1236985,0,0,3.599658244,0.779265505,0.779265505,0.736730523,0.083912261,44.92772001,0.559449605,0.559449605,0.559449605,2.189671685,0.643361866,2.833033551,2.904 -1978,1995/6/1,3.5,6.6,242.652615,3.1,1.316786512,3.5,0.787870011,2.571083499,1.409283727,0.118083575,44.72371243,0.522189712,0.522189712,0.522189712,2.135481017,0.640273287,2.775754304,2.424 -1979,1995/6/2,3.4,0,238.7341065,0,0,3.192604632,0.725903904,0.725903904,1.584947202,0.195473737,44.69471932,0.513937663,0.513937663,0.513937663,2.127877978,0.709411399,2.837289377,2.424 -1980,1995/6/3,4.1,0,234.2518163,0,0,3.822387459,0.659902764,0.659902764,0.627236538,0.092904161,43.904889,0.512772508,0.512772508,0.512772508,1.929839357,0.605676669,2.535516026,2.0136 -1981,1995/6/4,4.5,0,229.4962496,0,0,4.160313722,0.595252984,0.595252984,0.568369434,0.065349667,43.19009136,0.4817515,0.4817515,0.4817515,1.764918575,0.547101166,2.312019741,1.776 -1982,1995/6/5,4.8,0,224.5661432,0,0,4.396390374,0.533715973,0.533715973,0.511414484,0.058937074,42.53212431,0.454854413,0.454854413,0.454854413,1.624235946,0.513791487,2.138027433,1.62 -1983,1995/6/6,4.6,0,219.9136743,0,0,4.172025434,0.480443435,0.480443435,0.459296457,0.052928063,41.92016253,0.431060019,0.431060019,0.431060019,1.502318257,0.483988082,1.986306339,1.4616 -1984,1995/6/7,4.8,0,215.1738358,0,0,4.309182999,0.430655551,0.430655551,0.412727956,0.047579823,41.34715381,0.409739974,0.409739974,0.409739974,1.395476655,0.457319797,1.852796452,1.3656 -1985,1995/6/8,4.8,0.2,210.7001342,0,0,4.286148414,0.387553211,0.387553211,0.370560311,0.042706682,40.8072737,0.390469981,0.390469981,0.390469981,1.300910405,0.433176663,1.734087068,1.176 -1986,1995/6/9,4.4,0,206.482392,0,0,3.867581842,0.350160357,0.350160357,0.334024016,0.038442919,40.29746459,0.372914711,0.372914711,0.372914711,1.216747829,0.41135763,1.628105458,1.152 -1987,1995/6/10,4.1,0,202.5970687,0,0,3.566989475,0.318333783,0.318333783,0.302569678,0.034758473,39.81537924,0.356861758,0.356861758,0.356861758,1.141516786,0.391620231,1.533137018,1.032 -1988,1995/6/11,3.8,0,199.0323716,0,0,3.273479001,0.291218148,0.291218148,0.275787047,0.03161357,39.3592611,0.342141678,0.342141678,0.342141678,1.074046865,0.373755248,1.447802113,0.888 -1989,1995/6/12,4,6.5,200.2581346,2.5,1.526087224,4,0.300324136,1.274236912,0.650485669,0.051018821,39.27622656,0.328618691,0.328618691,0.328618691,1.0621389,0.379637512,1.441776412,0.816 -1990,1995/6/13,3.2,0,197.2387719,0,0,2.741068209,0.278294563,0.278294563,0.753317757,0.093968908,39.29143193,0.326198629,0.326198629,0.326198629,1.06431102,0.420167537,1.484478557,1.2456 -1991,1995/6/14,2.9,0,194.5151217,0,0,2.464096484,0.259553646,0.259553646,0.24306059,0.039164475,38.85736097,0.326640838,0.326640838,0.326640838,1.003772393,0.365805312,1.369577705,1.056 -1992,1995/6/15,2.9,0,191.8282265,0,0,2.44482341,0.242071881,0.242071881,0.226691254,0.025792682,38.44874669,0.314184343,0.314184343,0.314184343,0.94948987,0.339977025,1.289466895,0.8616 -1993,1995/6/16,2.8,0,189.2599038,0,0,2.342065254,0.226257438,0.226257438,0.211616423,0.024066252,38.0626269,0.302771951,0.302771951,0.302771951,0.900508171,0.326838203,1.227346374,0.7896 -1994,1995/6/17,2.9,0,186.6424369,0,0,2.406462575,0.211004329,0.211004329,0.197605206,0.022477464,37.69644375,0.292262864,0.292262864,0.292262864,0.856051216,0.314740327,1.170791543,0.768 -1995,1995/6/18,2.7,0.4,184.5485736,0,0,2.294457079,0.199406188,0.199406188,0.185321482,0.021025758,37.34873543,0.282539594,0.282539594,0.282539594,0.815569398,0.303565352,1.119134751,0.72 -1996,1995/6/19,3.2,0,181.7489111,0,0,2.614959247,0.184703278,0.184703278,0.173656465,0.019754687,37.01740521,0.273522867,0.273522867,0.273522867,0.778509546,0.293277553,1.071787099,0.648 -1997,1995/6/20,3.4,0.3,179.0671993,0,0,2.810263971,0.17144782,0.17144782,0.160995733,0.018352785,36.69925577,0.265123905,0.265123905,0.265123905,0.744269079,0.283476691,1.02774577,0.6216 -1998,1995/6/21,3.6,2.9,178.3356697,0,0,3.463561761,0.167967767,0.167967767,0.15292807,0.017224737,36.39654346,0.257234007,0.257234007,0.257234007,0.712874393,0.274458744,0.987333137,0.6216 -1999,1995/6/22,3.7,0,175.2229309,0,0,2.958951748,0.153787118,0.153787118,0.145568232,0.016526561,36.10800388,0.249884016,0.249884016,0.249884016,0.683991826,0.266410577,0.950402403,0.6 -2000,1995/6/23,4,0.6,172.3907615,0,0,3.290435058,0.141734318,0.141734318,0.133646358,0.015281407,35.82778218,0.243018964,0.243018964,0.243018964,0.656887017,0.258300371,0.915187388,0.6 -2001,1995/6/24,4,4.1,172.320303,0.1,0.070985952,4,0.141444436,0.170458484,0.138909761,0.014946082,35.57038596,0.236481799,0.236481799,0.236481799,0.632787787,0.251427881,0.884215668,0.5496 -2002,1995/6/25,4.1,5.4,173.0968988,1.3,0.921261701,4.1,0.144665923,0.523404222,0.292861001,0.024454207,35.47022375,0.230588691,0.230588691,0.230588691,0.6236119,0.255042898,0.878654798,0.5496 -2003,1995/6/26,3.8,23.6,186.4274089,19.8,13.54029907,3.8,0.209788921,6.469489853,2.820353931,0.178693865,37.6664126,0.228324088,0.228324088,0.228324088,0.852489172,0.407017953,1.259507124,0.5496 -2004,1995/6/27,3.6,11.5,191.3339822,7.9,5.145534884,3.6,0.238961676,2.993426792,4.449153044,0.500520299,41.05391761,0.281752573,0.281752573,0.281752573,1.343400602,0.782272872,2.125673475,0.6696 -2005,1995/6/28,3.4,0,188.2760273,0,0,2.837531221,0.220423609,0.220423609,1.598474349,0.279473019,41.59281227,0.380863282,0.380863282,0.380863282,1.440442971,0.6603363,2.100779272,0.9096 -2006,1995/6/29,3.1,0,185.5074775,0,0,2.563897453,0.204652412,0.204652412,0.192150065,0.054401628,40.87171446,0.398650197,0.398650197,0.398650197,1.311898077,0.453051826,1.764949902,0.888 -2007,1995/6/30,3.4,4.1,185.7657206,0.7,0.464327208,3.4,0.206084032,0.441756824,0.277866788,0.02585568,40.30638245,0.37497989,0.37497989,0.37497989,1.218178683,0.40083557,1.619014253,0.72 -2008,1995/7/1,3.4,0.7,183.3561442,0,0,2.916543055,0.193033394,0.193033394,0.29931085,0.035919767,39.82053225,0.357138243,0.357138243,0.357138243,1.142299295,0.39305801,1.535357305,0.72 -2009,1995/7/2,3.5,0,180.3307411,0,0,2.847808235,0.177594815,0.177594815,0.167630289,0.02189797,39.26930748,0.342296686,0.342296686,0.342296686,1.061151748,0.364194656,1.425346404,0.6216 -2010,1995/7/3,4,0.4,177.268527,0,0,3.299221161,0.162992929,0.162992929,0.154066145,0.017621062,38.75891277,0.325997546,0.325997546,0.325997546,0.990458397,0.343618608,1.334077005,0.576 -2011,1995/7/4,4,2.7,176.0717144,0,0,3.739257791,0.157554872,0.157554872,0.144545063,0.01635215,38.28625652,0.311407117,0.311407117,0.311407117,0.928608433,0.327759267,1.2563677,0.5016 -2012,1995/7/5,3.9,8,178.7412574,4.1,2.839433202,3.9,0.16989017,1.430456968,0.644721225,0.043759738,38.29905586,0.298317101,0.298317101,0.298317101,0.930238988,0.342076839,1.272315828,0.528 -2013,1995/7/6,4,3.8,178.4119803,0,0,3.960948951,0.168328125,0.168328125,0.788745891,0.100329192,38.43832882,0.298666299,0.298666299,0.298666299,0.948139222,0.398995492,1.347134714,0.6 -2014,1995/7/7,4.1,2.2,176.7277751,0,0,3.723687715,0.160517541,0.160517541,0.148409357,0.031547213,37.99684253,0.302484917,0.302484917,0.302484917,0.892380569,0.334032131,1.2264127,0.648 -2015,1995/7/8,4.3,0,173.1662822,0,0,3.416536305,0.144956578,0.144956578,0.138317668,0.015802316,37.58299804,0.290498748,0.290498748,0.290498748,0.842660902,0.306301063,1.148961965,0.6216 -2016,1995/7/9,4.5,0,169.5072679,0,0,3.52876107,0.130253204,0.130253204,0.124651634,0.014356453,37.18963236,0.279574758,0.279574758,0.279574758,0.79759208,0.293931211,1.091523291,0.5496 -2017,1995/7/10,4.9,0,165.6035168,0,0,3.787841289,0.115909833,0.115909833,0.111560835,0.012883903,36.81417204,0.269466375,0.269466375,0.269466375,0.756487531,0.282350278,1.038837809,0.5016 -2018,1995/7/11,4.8,0,161.8451623,0,0,3.655029782,0.10332476,0.10332476,0.099346502,0.011483914,36.45475877,0.260064225,0.260064225,0.260064225,0.718823991,0.271548139,0.99037213,0.4296 -2019,1995/7/12,4.8,0,158.1533731,0,0,3.599736414,0.092052787,0.092052787,0.08853874,0.010233491,36.11035962,0.251285705,0.251285705,0.251285705,0.684223597,0.261519196,0.945742793,0.408 -2020,1995/7/13,4.6,0,154.6734463,0,0,3.39757559,0.082351141,0.082351141,0.079014399,0.009125275,35.78008429,0.24307446,0.24307446,0.24307446,0.652364192,0.252199735,0.904563927,0.36 -2021,1995/7/14,4.2,0,151.541811,0,0,3.057297914,0.074337463,0.074337463,0.070949832,0.00817364,35.46342292,0.235381725,0.235381725,0.235381725,0.622992926,0.243555364,0.86654829,0.36 -2022,1995/7/15,4.1,0,148.5315241,0,0,2.943051578,0.067235319,0.067235319,0.064097668,0.007372372,35.15981378,0.228170904,0.228170904,0.228170904,0.595877708,0.235543275,0.831420983,0.3 -2023,1995/7/16,4.8,0,145.0782969,0,0,3.393458695,0.059768502,0.059768502,0.057561656,0.006643402,34.86802905,0.221406805,0.221406805,0.221406805,0.570753191,0.228050207,0.798803397,0.3 -2024,1995/7/17,4.8,0.2,141.8255834,0,0,3.39935607,0.053357346,0.053357346,0.051258612,0.005924193,34.58693973,0.215042292,0.215042292,0.215042292,0.547390221,0.220966484,0.768356705,0.2688 -2025,1995/7/18,4.9,0,138.4270888,0,0,3.351235164,0.047259484,0.047259484,0.045612354,0.005277503,34.31596161,0.2090357,0.2090357,0.2090357,0.525626179,0.214313203,0.739939382,0.2688 -2026,1995/7/19,4.9,8.9,141.6084898,4,3.234350962,4.9,0.052949918,0.818598956,0.347288685,0.021728715,34.33914987,0.203359558,0.203359558,0.203359558,0.527459977,0.225088273,0.75254825,0.2496 -2027,1995/7/20,4.8,0,138.2816899,0,0,3.279788269,0.047011638,0.047011638,0.431885967,0.055826273,34.43942538,0.20384092,0.20384092,0.20384092,0.535451385,0.259667193,0.795118578,0.2496 -2028,1995/7/21,4.9,0,134.9499021,0,0,3.290176653,0.041611229,0.041611229,0.040176779,0.013682905,34.1712341,0.205931897,0.205931897,0.205931897,0.514299948,0.219614803,0.733914751,0.22056 -2029,1995/7/22,5.1,14.8,142.7678372,9.7,7.873090059,5.1,0.055154912,1.882064854,0.764610767,0.044622643,34.58868555,0.20037351,0.20037351,0.20037351,0.54753283,0.244996153,0.792528983,0.2496 -2030,1995/7/23,4.2,1.5,140.8537167,0,0,3.362567795,0.051552745,0.051552745,0.970625541,0.126320186,35.17148241,0.209072632,0.209072632,0.209072632,0.596901311,0.335392818,0.932294129,0.2496 -2031,1995/7/24,4.3,0,137.8779993,0,0,2.929388375,0.046328962,0.046328962,0.04433356,0.026630096,34.8668284,0.221664089,0.221664089,0.221664089,0.570651661,0.248294185,0.818945846,0.2496 -2032,1995/7/25,4.9,0,134.5538484,0,0,3.283147141,0.041003826,0.041003826,0.039592111,0.004577621,34.57501956,0.215016376,0.215016376,0.215016376,0.546417333,0.219593998,0.766011331,0.348 -2033,1995/7/26,5.2,0,131.0976088,0,0,3.420241035,0.035998541,0.035998541,0.034925861,0.004053324,34.29477385,0.208783658,0.208783658,0.208783658,0.523955222,0.212836982,0.736792204,0.3 -2034,1995/7/27,5,0,127.8391108,0,0,3.226758415,0.031739581,0.031739581,0.030715977,0.003565405,34.0253233,0.202920435,0.202920435,0.202920435,0.503086965,0.20648584,0.709572805,0.2496 -2035,1995/7/28,4.5,0,124.9585206,0,0,2.852270528,0.028319682,0.028319682,0.027214425,0.003149123,33.76625491,0.197394885,0.197394885,0.197394885,0.483677698,0.200544008,0.684221706,0.2364 -2036,1995/7/29,4.5,0,122.1299426,0,0,2.80332293,0.025255049,0.025255049,0.024276881,0.002805035,33.5171145,0.192184392,0.192184392,0.192184392,0.465601689,0.194989428,0.660591116,0.2064 -2037,1995/7/30,4.8,0,119.171111,0,0,2.93649224,0.022339395,0.022339395,0.021577573,0.002497652,33.27722974,0.187266961,0.187266961,0.187266961,0.448729285,0.189764613,0.638493899,0.2064 -2038,1995/7/31,5.3,0,115.9732959,0,0,3.17831723,0.019497794,0.019497794,0.018982743,0.002205955,33.04589021,0.182617781,0.182617781,0.182617781,0.432940058,0.184823736,0.617763794,0.192 -2039,1995/8/1,3.7,1.3,114.5377896,0,0,2.717186096,0.018320216,0.018320216,0.017082755,0.001957447,32.82302001,0.178212875,0.178212875,0.178212875,0.41816583,0.180170322,0.598336153,0.14856 -2040,1995/8/2,3.1,1.9,113.8166291,0,0,2.60341002,0.017750512,0.017750512,0.016263105,0.001833406,32.60895498,0.174041519,0.174041519,0.174041519,0.404369657,0.175874924,0.580244582,0.13536 -2041,1995/8/3,2.7,0,112.22999,0,0,1.570092156,0.016546938,0.016546938,0.01549993,0.001755352,32.40309725,0.170101078,0.170101078,0.170101078,0.391458732,0.171856431,0.563315163,0.13536 -2042,1995/8/4,2.9,0,110.5474966,0,0,1.667150421,0.015342927,0.015342927,0.014416541,0.001642461,32.20455559,0.166372222,0.166372222,0.166372222,0.379330427,0.168014684,0.54734511,0.13536 -2043,1995/8/5,3.2,0,108.7167779,0,0,1.816605221,0.014113566,0.014113566,0.013322915,0.001521509,32.01279803,0.162831555,0.162831555,0.162831555,0.367912032,0.164353064,0.532265096,0.13536 -2044,1995/8/6,3.1,0,106.9668292,0,0,1.736935284,0.013013396,0.013013396,0.012267534,0.001401708,31.8273868,0.159463284,0.159463284,0.159463284,0.35714204,0.160864992,0.518007032,0.13536 -2045,1995/8/7,3,0,105.2952488,0,0,1.659552776,0.012027652,0.012027652,0.01132259,0.001292679,31.6479937,0.1562541,0.1562541,0.1562541,0.34696979,0.157546778,0.504516568,0.13536 -2046,1995/8/8,3.8,0.4,103.4286639,0,0,2.2555864,0.010998488,0.010998488,0.010418265,0.001191802,31.47425864,0.153193248,0.153193248,0.153193248,0.337346579,0.15438505,0.491731629,0.1224 -2047,1995/8/9,3.8,1.5,102.1782015,0,0,2.740112963,0.010349377,0.010349377,0.009642176,0.001097739,31.30593737,0.150269993,0.150269993,0.150269993,0.328233435,0.151367732,0.479601167,0.1092 -2048,1995/8/10,3.7,3.5,102.0606557,0,0,3.607255862,0.010289972,0.010289972,0.009290968,0.00104129,31.14309417,0.147476043,0.147476043,0.147476043,0.319610216,0.148517332,0.468127548,0.08496 -2049,1995/8/11,3.1,11.1,109.174738,8,7.128495753,3.1,0.014413422,0.885917669,0.355220257,0.020249663,31.31443437,0.144808528,0.144808528,0.144808528,0.328688576,0.165058191,0.493746767,0.096 -2050,1995/8/12,3.3,0,107.3070725,0,0,1.854443754,0.013221736,0.013221736,0.452524934,0.05910882,31.57185067,0.147616187,0.147616187,0.147616187,0.342724828,0.206725007,0.549449835,0.1092 -2051,1995/8/13,3.2,0,105.5209499,0,0,1.773965467,0.012157143,0.012157143,0.011478943,0.011591583,31.40183632,0.151907117,0.151907117,0.151907117,0.333400404,0.163498701,0.496899105,0.1224 -2052,1995/8/14,3.1,0,103.8138946,0,0,1.695850445,0.011204889,0.011204889,0.010565194,0.001207369,31.23690967,0.149063269,0.149063269,0.149063269,0.324555116,0.150270638,0.474825754,0.12 -2053,1995/8/15,3.6,8.1,107.8085362,4.5,4.008175245,3.6,0.013533652,0.505358407,0.205323766,0.011978355,31.26265163,0.146341061,0.146341061,0.146341061,0.325922865,0.158319415,0.48424228,0.12 -2054,1995/8/16,3.5,3.4,107.739043,0,0,3.456003102,0.013490078,0.013490078,0.260486063,0.033911218,31.33984832,0.146763588,0.146763588,0.146763588,0.330052964,0.180674806,0.51072777,0.12 -2055,1995/8/17,3.3,0.1,105.9469516,0,0,1.879686774,0.01240459,0.01240459,0.011712195,0.00712639,31.17814597,0.148035917,0.148035917,0.148035917,0.321450466,0.155162307,0.476612773,0.12 -2056,1995/8/18,3.6,0,103.9619619,0,0,1.97370472,0.011285041,0.011285041,0.010721798,0.001228688,31.02098099,0.145379772,0.145379772,0.145379772,0.313266546,0.14660846,0.459875006,0.12 -2057,1995/8/19,3.7,0.4,102.168681,0,0,2.182936368,0.010344555,0.010344555,0.009784952,0.001121065,30.86812516,0.142830952,0.142830952,0.142830952,0.305471732,0.143952017,0.449423748,0.1632 -2058,1995/8/20,3.4,5.6,104.1288401,2.2,1.97153511,3.4,0.011375925,0.239840816,0.099983752,0.006082975,30.80613544,0.140382789,0.140382789,0.140382789,0.302356266,0.146465764,0.44882203,0.17616 -2059,1995/8/21,3.1,3.5,104.4748028,0.4,0.357528844,3.1,0.011566207,0.054037363,0.142446043,0.017198983,30.78660015,0.139398549,0.139398549,0.139398549,0.301379881,0.156597532,0.457977414,0.17616 -2060,1995/8/22,3.2,11.3,111.6350934,8.1,7.17640347,3.2,0.016112887,0.939709417,0.398561419,0.027035584,31.01147394,0.139089403,0.139089403,0.139089403,0.31277703,0.166124987,0.478902017,0.17616 -2061,1995/8/23,3,4.6,113.0209066,1.6,1.402951729,3,0.017138449,0.21418672,0.559085447,0.067599972,31.38096687,0.142677803,0.142677803,0.142677803,0.332270325,0.210277775,0.5425481,0.192 -2062,1995/8/24,2.9,9.3,118.5613196,6.4,5.562186447,2.9,0.021773461,0.859587013,0.447764799,0.044142149,31.63140706,0.148716825,0.148716825,0.148716825,0.346041426,0.192858974,0.5389004,0.192 -2063,1995/8/25,2.9,13.8,127.8136856,10.9,9.284073988,2.9,0.031708015,1.647634027,1.084984568,0.095644297,32.47347049,0.152912424,0.152912424,0.152912424,0.395833566,0.248556721,0.644390287,0.2064 -2064,1995/8/26,3.2,1.4,126.6368514,0,0,2.546559947,0.030274223,0.030274223,0.843853981,0.119968102,33.05163806,0.167640308,0.167640308,0.167640308,0.433326715,0.28760841,0.720935125,0.2364 -2065,1995/8/27,3.3,10.2,132.3691073,6.9,5.770035312,3.3,0.037779481,1.167744168,0.47665959,0.047070321,33.25914123,0.17832139,0.17832139,0.17832139,0.447477814,0.225391712,0.672869526,0.3312 -2066,1995/8/28,3,12.8,140.3387357,9.8,8.020244999,3,0.050616517,1.830371518,1.312772866,0.117903485,34.23492554,0.182270587,0.182270587,0.182270587,0.519259141,0.300174072,0.819433212,0.3696 -2067,1995/8/29,3,5.6,142.3771102,2.6,2.092778188,3,0.054403719,0.561625531,1.146054552,0.147373132,35.00060661,0.201683718,0.201683718,0.201683718,0.5820572,0.349056851,0.931114051,0.3144 -2068,1995/8/30,3,0,140.2622563,0,0,2.064375232,0.050478648,0.050478648,0.303509544,0.059906812,34.94476077,0.217917688,0.217917688,0.217917688,0.577273074,0.2778245,0.855097574,0.516 -2069,1995/8/31,3.1,4.2,141.0977242,1.1,0.887469042,3.1,0.052001162,0.26453212,0.13000301,0.015774909,34.73211208,0.216703155,0.216703155,0.216703155,0.559354851,0.232478063,0.791832914,0.6096 -2070,1995/9/1,2.6,17.3,152.6217193,14.7,11.60102199,2.6,0.077026902,3.176004916,1.388397744,0.087835242,35.68884711,0.212122707,0.212122707,0.212122707,0.643785421,0.299957949,0.94374337,0.4896 -2071,1995/9/2,2.6,0.7,151.1727161,0,0,2.075567495,0.073435707,0.073435707,1.63258358,0.215160814,36.79977119,0.233287677,0.233287677,0.233287677,0.75494718,0.448448491,1.203395671,0.5496 -2072,1995/9/3,2.4,0.6,149.8077271,0,0,1.894812369,0.070176624,0.070176624,0.064804476,0.043864452,36.41003452,0.259708341,0.259708341,0.259708341,0.714249485,0.303572793,1.017822278,0.6096 -2073,1995/9/4,2.4,0,148.0277809,0,0,1.71384431,0.066101876,0.066101876,0.061549033,0.006966662,36.04406561,0.250208351,0.250208351,0.250208351,0.677726293,0.257175013,0.934901306,0.72 -2074,1995/9/5,2.9,0.6,146.3363562,0,0,2.229017171,0.062407536,0.062407536,0.058032058,0.006577157,35.69888885,0.241516154,0.241516154,0.241516154,0.644724971,0.248093311,0.892818282,0.588 -2075,1995/9/6,2.8,0.7,144.8012883,0,0,2.175868259,0.059199611,0.059199611,0.054899334,0.006213913,35.37253569,0.233517498,0.233517498,0.233517498,0.614769992,0.239731411,0.854501403,0.444 -2076,1995/9/7,2.4,0,143.0722574,0,0,1.673285067,0.055745913,0.055745913,0.051915097,0.005881989,35.06312911,0.226130769,0.226130769,0.226130769,0.587452451,0.232012758,0.81946521,0.3696 -2077,1995/9/8,2.8,6.8,146.1931652,4,3.183010399,2.8,0.062102543,0.879092145,0.375474269,0.023687717,35.06985154,0.219283185,0.219283185,0.219283185,0.588035023,0.242970902,0.831005926,0.3336 -2078,1995/9/9,3,0.7,144.5197811,0,0,2.314758146,0.058625931,0.058625931,0.467017852,0.060189326,35.16037302,0.219430367,0.219430367,0.219430367,0.595926733,0.279619692,0.875546425,0.3024 -2079,1995/9/10,2.3,27.2,163.5259309,24.9,19.1149596,2.3,0.108809849,5.893850245,2.358252328,0.143622118,36.96704189,0.221419131,0.221419131,0.221419131,0.773002597,0.365041249,1.138043846,0.3336 -2080,1995/9/11,1.9,2.9,164.1528759,1,0.737859596,1.9,0.110914592,0.373054996,3.123206573,0.399382124,39.29000501,0.263863568,0.263863568,0.263863568,1.06410702,0.663245692,1.727352712,0.4536 -2081,1995/9/12,1.8,1.2,163.5866989,0,0,1.65716454,0.109012444,0.109012444,0.231426643,0.096623326,38.84582635,0.326599321,0.326599321,0.326599321,1.002204627,0.423222646,1.425427273,0.72 -2082,1995/9/13,1.9,0.3,162.2675377,0,0,1.514479375,0.104681826,0.104681826,0.096400176,0.013920369,38.32281266,0.31385804,0.31385804,0.31385804,0.933271899,0.327778409,1.261050308,0.576 -2083,1995/9/14,2.5,0,160.284243,0,0,1.884863285,0.09843138,0.09843138,0.091744098,0.010382065,37.84055216,0.299315219,0.299315219,0.299315219,0.873319819,0.309697283,1.183017103,0.576 -2084,1995/9/15,2.7,5.2,162.0461482,2.5,1.865873936,2.7,0.103968746,0.73809481,0.341318369,0.023957426,37.62107345,0.286338081,0.286338081,0.286338081,0.847135165,0.310295507,1.157430672,0.5016 -2085,1995/9/16,2,14.8,171.2352462,12.8,9.32613792,2,0.137039946,3.610902026,1.799327438,0.129323073,38.71623466,0.280567346,0.280567346,0.280567346,0.984733565,0.409890419,1.394623984,0.48 -2086,1995/9/17,1.7,0.3,170.0080995,0,0,1.39495487,0.132191877,0.132191877,1.875378207,0.250850299,39.76754645,0.310208633,0.310208633,0.310208633,1.134275059,0.561058933,1.695333991,0.516 -2087,1995/9/18,1.9,0,168.4039287,0,0,1.47810818,0.126062629,0.126062629,0.116551029,0.054113364,39.17677719,0.340705208,0.340705208,0.340705208,1.04802549,0.394818572,1.442844062,0.6 -2088,1995/9/19,2.2,0.5,166.9682958,0,0,1.814860394,0.120772473,0.120772473,0.11136623,0.012562437,38.63724781,0.323316937,0.323316937,0.323316937,0.974212552,0.335879374,1.310091927,0.576 -2089,1995/9/20,1.8,0,165.4685622,0,0,1.384295904,0.115437655,0.115437655,0.106587443,0.012022545,38.14149909,0.307999226,0.307999226,0.307999226,0.910335386,0.32002177,1.230357156,0.4536 -2090,1995/9/21,2.5,0,163.4506813,0,0,1.909321552,0.108559392,0.108559392,0.101176295,0.011455711,37.68264987,0.294388023,0.294388023,0.294388023,0.854413541,0.305843734,1.160257275,0.4392 -2091,1995/9/22,2.2,0,161.6804268,0,0,1.667455132,0.102799312,0.102799312,0.095427651,0.010810632,37.25528597,0.282177905,0.282177905,0.282177905,0.804969453,0.292988538,1.09795799,0.4392 -2092,1995/9/23,2.3,0,159.8528783,0,0,1.730436176,0.097112374,0.097112374,0.090272477,0.010223041,36.85574442,0.271135034,0.271135034,0.271135034,0.760949061,0.281358076,1.042307137,0.42 -2093,1995/9/24,2.5,0,157.895488,0,0,1.866086433,0.091303858,0.091303858,0.085106198,0.009650816,36.48047839,0.261093548,0.261093548,0.261093548,0.721465779,0.270744364,0.992210143,0.384 -2094,1995/9/25,2.3,0,156.1060987,0,0,1.703148717,0.086240623,0.086240623,0.080172993,0.009087757,36.12672282,0.251906759,0.251906759,0.251906759,0.685835319,0.260994516,0.946829835,0.3336 -2095,1995/9/26,1.9,0,154.6268639,0,0,1.39700768,0.082227076,0.082227076,0.076030812,0.008595684,35.79265974,0.243460196,0.243460196,0.243460196,0.653554089,0.25205588,0.905609969,0.2832 -2096,1995/9/27,1.9,0,153.1605063,0,0,1.3879601,0.078397547,0.078397547,0.072491325,0.008185988,35.47662728,0.235671401,0.235671401,0.235671401,0.624195184,0.24385739,0.868052573,0.2688 -2097,1995/9/28,2,0,151.6346918,0,0,1.451248695,0.074565776,0.074565776,0.069043863,0.007800816,35.17677359,0.22846839,0.22846839,0.22846839,0.597365949,0.236269206,0.833635155,0.2496 -2098,1995/9/29,2,0,150.1225247,0,0,1.441249339,0.070917756,0.070917756,0.065667869,0.007421698,34.89148277,0.221780825,0.221780825,0.221780825,0.572739507,0.229202524,0.801942031,0.2364 -2099,1995/9/30,1.9,0,148.6950035,0,0,1.359914675,0.06760648,0.06760648,0.062517699,0.007062121,34.61949484,0.215548981,0.215548981,0.215548981,0.55005461,0.222611101,0.772665711,0.2364 -2100,1995/10/1,1.9,0,147.2796857,0,0,1.350870945,0.064446918,0.064446918,0.059597492,0.006730351,34.35972586,0.209725156,0.209725156,0.209725156,0.529091635,0.216455507,0.745547143,0.2364 -2101,1995/10/2,1.9,0,145.8764229,0,0,1.341830632,0.061432131,0.061432131,0.056811087,0.006415784,34.11114809,0.204268734,0.204268734,0.204268734,0.509657591,0.210684518,0.720342109,0.22056 -2102,1995/10/3,2,0,144.4153065,0,0,1.402702268,0.05841416,0.05841416,0.05409652,0.006112527,33.87280396,0.199143053,0.199143053,0.199143053,0.491583702,0.205255581,0.696839282,0.22056 -2103,1995/10/4,2.1,0,142.8977983,0,0,1.462101543,0.055406602,0.055406602,0.051384461,0.005810996,33.64378305,0.194315302,0.194315302,0.194315302,0.47472067,0.200126299,0.674846969,0.22056 -2104,1995/10/5,2,6.2,146.1789979,4.2,3.343271997,2,0.062072433,0.918800435,0.39099164,0.024527566,33.74259399,0.189755716,0.189755716,0.189755716,0.481936422,0.214283282,0.696219704,0.2064 -2105,1995/10/6,1.7,3.2,147.2991676,1.5,1.184659255,1.7,0.064489592,0.379830337,0.613974035,0.069866644,34.04378694,0.191713464,0.191713464,0.191713464,0.504494547,0.261580109,0.766074656,0.22056 -2106,1995/10/7,1.5,0,146.1769433,0,0,1.06015615,0.062068067,0.062068067,0.216299864,0.037364921,33.9597431,0.197770042,0.197770042,0.197770042,0.498113743,0.235134964,0.733248707,0.22056 -2107,1995/10/8,1.4,0,145.132735,0,0,0.984327577,0.059880814,0.059880814,0.054997078,0.00990656,33.72980897,0.196066488,0.196066488,0.196066488,0.480997699,0.205973048,0.686970747,0.22056 -2108,1995/10/9,1.4,0,144.0956173,0,0,0.979347749,0.057769949,0.057769949,0.053058732,0.005967546,33.50928427,0.191459345,0.191459345,0.191459345,0.465042778,0.197426891,0.66246967,0.22056 -2109,1995/10/10,1.4,2.1,144.594449,0.7,0.557609451,1.4,0.05877766,0.201168209,0.108649406,0.008949474,33.35117233,0.187113884,0.187113884,0.187113884,0.453875221,0.196063358,0.649938579,0.22056 -2110,1995/10/11,1.2,0.1,143.7694735,0,0,0.867856931,0.057118607,0.057118607,0.124137587,0.015263675,33.21492132,0.18404196,0.18404196,0.18404196,0.444430564,0.199305635,0.643736198,0.22056 -2111,1995/10/12,1,0,143.0184942,0,0,0.695338111,0.055641171,0.055641171,0.050823012,0.007378387,33.01621949,0.181423809,0.181423809,0.181423809,0.430948647,0.188802196,0.619750843,0.22056 -2112,1995/10/13,1.5,11.1,150.5265107,9.6,7.579894468,1.5,0.071878037,2.091983569,0.854633095,0.050279113,33.57850322,0.177653465,0.177653465,0.177653465,0.470002828,0.227932579,0.697935407,0.2064 -2113,1995/10/14,1.4,35.5,175.5733101,34.1,25.20213303,1.4,0.155333595,9.053200569,4.633152294,0.337979529,37.56014112,0.188470182,0.188470182,0.188470182,0.839984576,0.526449711,1.366434287,0.22056 -2114,1995/10/15,1.3,1.6,175.6273805,0.3,0.209643724,1.3,0.155573353,0.245929629,4.668139826,0.629899108,41.14743818,0.278980107,0.278980107,0.278980107,1.359822879,0.908879215,2.268702095,0.3024 -2115,1995/10/16,1.2,16.5,185.8344046,15.3,10.41349029,1.2,0.206466144,5.092975856,2.136397867,0.23486027,42.12545165,0.383908553,0.383908553,0.383908553,1.542292942,0.618768823,2.161061765,0.648 -2116,1995/10/17,0.9,0.5,185.3014425,0,0,0.829446108,0.20351595,0.20351595,2.651859356,0.344807232,43.3854193,0.416806016,0.416806016,0.416806016,1.808697728,0.761613248,2.570310976,0.9816 -2117,1995/10/18,1,1,185.0990381,0,0,1,0.202404448,0.202404448,0.182725197,0.07799462,42.4274509,0.462095011,0.462095011,0.462095011,1.602788603,0.540089631,2.142878234,1.272 -2118,1995/10/19,1.1,0.1,184.0811195,0,0,0.921030469,0.196888136,0.196888136,0.179984511,0.020132476,41.59411002,0.427358426,0.427358426,0.427358426,1.440683821,0.447490902,1.888174723,1.068 -2119,1995/10/20,1.2,0.1,182.9899631,0,0,1.000046861,0.191109529,0.191109529,0.174916198,0.019627039,40.85814263,0.398693733,0.398693733,0.398693733,1.309577326,0.418320772,1.727898098,1.032 -2120,1995/10/21,1,0,181.9886161,0,0,0.815420019,0.185927002,0.185927002,0.169950963,0.019065356,40.2012377,0.374544266,0.374544266,0.374544266,1.201400152,0.393609622,1.595009774,0.936 -2121,1995/10/22,0.6,0,181.3181961,0,0,0.487899327,0.18252066,0.18252066,0.165988456,0.01857906,39.6103601,0.353888107,0.353888107,0.353888107,1.110754169,0.372467167,1.483221336,0.6144 -2122,1995/10/23,0.7,0,180.5715406,0,0,0.56786938,0.178786075,0.178786075,0.162793061,0.018210272,39.07536895,0.336015066,0.336015066,0.336015066,1.03379927,0.354225337,1.388024607,0.6144 -2123,1995/10/24,0.7,0,179.8299547,0,0,0.566448194,0.175137756,0.175137756,0.159466017,0.017842578,38.58758557,0.320397256,0.320397256,0.320397256,0.967646654,0.338239834,1.305886488,0.5496 -2124,1995/10/25,0.5,0,179.2539065,0,0,0.403702984,0.172345225,0.172345225,0.156520651,0.017495513,38.14051043,0.306615851,0.306615851,0.306615851,0.910211642,0.324111364,1.234323006,0.4896 -2125,1995/10/26,0.7,0,178.5211401,0,0,0.563921678,0.168844682,0.168844682,0.153727639,0.017190626,37.72870732,0.294361316,0.294361316,0.294361316,0.859892066,0.311551942,1.171444008,0.516 -2126,1995/10/27,0.9,0,177.6334374,0,0,0.723022136,0.164680598,0.164680598,0.150314986,0.016834357,37.34703384,0.283386868,0.283386868,0.283386868,0.81537534,0.300221225,1.115596566,0.48 -2127,1995/10/28,0.8,5.8,180.8834409,5,3.430342085,0.8,0.180338595,1.74999651,0.774568641,0.051314747,37.55562509,0.273479254,0.273479254,0.273479254,0.839456642,0.324794,1.164250643,0.4536 -2128,1995/10/29,0.6,19.8,193.258547,19.2,12.62636233,0.6,0.251256159,6.82489383,3.580081673,0.267695744,40.21153497,0.278862724,0.278862724,0.278862724,1.203034513,0.546558468,1.749592981,0.4536 -2129,1995/10/30,0.5,1.1,193.3873284,0.6,0.380877918,0.5,0.25209661,0.471218692,3.632076094,0.483172322,42.56648543,0.35420547,0.35420547,0.35420547,1.631331102,0.837377792,2.468708894,0.444 -2130,1995/10/31,0.5,2.1,194.1432332,1.6,1.012980262,0.5,0.257075397,0.844095136,0.571419774,0.130243201,42.04388512,0.432280117,0.432280117,0.432280117,1.526300202,0.562523318,2.08882352,0.4896 -2131,1995/11/1,0.8,0,193.2167954,0,0,0.675453678,0.250984163,0.250984163,0.525348283,0.066993,41.55059469,0.413988165,0.413988165,0.413988165,1.432626885,0.480981164,1.913608049,0.636 -2132,1995/11/2,0.7,0,192.3817098,0,0,0.589492219,0.245593343,0.245593343,0.223755835,0.031975382,40.86144465,0.397235759,0.397235759,0.397235759,1.310141636,0.429211141,1.739352777,0.756 -2133,1995/11/3,0.8,0,191.4699369,0,0,0.671958954,0.239814003,0.239814003,0.218750593,0.024496065,40.24628187,0.37465022,0.37465022,0.37465022,1.208563591,0.399146285,1.607709876,0.828 -2134,1995/11/4,0.9,0,190.4824559,0,0,0.753802529,0.233678419,0.233678419,0.213408436,0.023914893,39.69204382,0.355277872,0.355277872,0.355277872,1.122924361,0.379192765,1.502117126,0.756 -2135,1995/11/5,0.9,0,189.5031785,0,0,0.75155858,0.227718848,0.227718848,0.207955953,0.0233094,39.18873268,0.338446557,0.338446557,0.338446557,1.049713644,0.361755957,1.411469601,0.756 -2136,1995/11/6,0.8,0,188.6146168,0,0,0.66614421,0.222417464,0.222417464,0.202852388,0.022725814,38.72882762,0.3236624,0.3236624,0.3236624,0.986419845,0.346388213,1.332808058,0.576 -2137,1995/11/7,0.9,0,187.6505712,0,0,0.747267424,0.2167782,0.2167782,0.197947647,0.022180496,38.3061885,0.310561925,0.310561925,0.310561925,0.931148696,0.332742421,1.263891117,0.4896 -2138,1995/11/8,1,0,186.6120367,0,0,0.827702331,0.210832155,0.210832155,0.192751101,0.021613821,37.91539647,0.298861022,0.298861022,0.298861022,0.882404152,0.320474843,1.202878995,0.5376 -2139,1995/11/9,0.9,0,185.6639191,0,0,0.742598877,0.20551872,0.20551872,0.187649604,0.02103672,37.55230282,0.288325191,0.288325191,0.288325191,0.839068442,0.309361911,1.148430353,0.5376 -2140,1995/11/10,0.7,0,184.8866853,0,0,0.575990292,0.201243554,0.201243554,0.183277731,0.020520705,37.21403003,0.278776392,0.278776392,0.278776392,0.800326916,0.299297097,1.099624013,0.5376 -2141,1995/11/11,0.6,0,184.1966349,0,0,0.492542367,0.197508001,0.197508001,0.179643282,0.020092787,36.89822772,0.27008561,0.27008561,0.27008561,0.765531203,0.290178398,1.055709601,0.576 -2142,1995/11/12,0.4,0,183.6742003,0,0,0.327717563,0.194716994,0.194716994,0.176654473,0.0197336,36.60288032,0.262148427,0.262148427,0.262148427,0.734150305,0.281882028,1.016032333,0.4896 -2143,1995/11/13,0.4,0,183.1550635,0,0,0.327161774,0.191975031,0.191975031,0.174161944,0.019444436,36.32618111,0.254877442,0.254877442,0.254877442,0.705738587,0.274321878,0.980060465,0.4224 -2144,1995/11/14,0.4,0,182.6391752,0,0,0.326607385,0.189280991,0.189280991,0.171713112,0.019170713,36.06620154,0.248197319,0.248197319,0.248197319,0.679890004,0.267368032,0.947258037,0.4032 -2145,1995/11/15,0.3,0,182.2075511,0,0,0.244573638,0.187050366,0.187050366,0.169471571,0.018910916,35.821426,0.242035685,0.242035685,0.242035685,0.656282798,0.2609466,0.917229399,0.384 -2146,1995/11/16,0.2,0,181.8594455,0,0,0.162838927,0.185266764,0.185266764,0.167640627,0.0186922,35.59073585,0.236334993,0.236334993,0.236334993,0.634665766,0.255027192,0.889692958,0.48 -2147,1995/11/17,0,0,181.6751176,0,0,0,0.184327856,0.184327856,0.166369122,0.018527108,35.37331556,0.231050742,0.231050742,0.231050742,0.614840162,0.249577851,0.864418012,0.516 -2148,1995/11/18,0.1,0,181.4108424,0,0,0.08128682,0.182988383,0.182988383,0.165365842,0.018414462,35.16821507,0.226148219,0.226148219,0.226148219,0.596614543,0.244562681,0.841177225,0.444 -2149,1995/11/19,0.1,0,181.1479633,0,0,0.081215335,0.181663743,0.181663743,0.164166177,0.018285565,34.97418374,0.221592025,0.221592025,0.221592025,0.57978954,0.23987759,0.81966713,0.4536 -2150,1995/11/20,0.2,0,180.8057463,0,0,0.162266167,0.179950854,0.179950854,0.162820604,0.018144404,34.79014828,0.21734244,0.21734244,0.21734244,0.564198501,0.235486844,0.799685345,0.4536 -2151,1995/11/21,0.1,0,180.5460356,0,0,0.081051146,0.178659596,0.178659596,0.16144559,0.017986949,34.61525291,0.213365875,0.213365875,0.213365875,0.54970683,0.231352824,0.781059654,0.3696 -2152,1995/11/22,0.1,0,180.2876727,0,0,0.080980456,0.177382424,0.177382424,0.160289023,0.017853159,34.44896066,0.209635228,0.209635228,0.209635228,0.536216505,0.227488387,0.763704892,0.3336 -2153,1995/11/23,0.2,0,179.9501498,0,0,0.161797915,0.175724979,0.175724979,0.158989323,0.017716929,34.29046552,0.206131525,0.206131525,0.206131525,0.523615988,0.223848454,0.747464442,0.3336 -2154,1995/11/24,0.5,0.8,179.9793696,0.3,0.205087776,0.5,0.175867973,0.270780198,0.195708661,0.019678506,34.17445557,0.202831226,0.202831226,0.202831226,0.514549833,0.222509732,0.737059565,0.3336 -2155,1995/11/25,0.7,3.5,181.700368,2.8,1.905454711,0.7,0.184456248,1.079001537,0.563029296,0.043697324,34.40521104,0.200439633,0.200439633,0.200439633,0.532713461,0.244136957,0.776850417,0.3336 -2156,1995/11/26,0.9,24.8,196.9375744,23.9,15.51337656,0.9,0.276170221,8.66279366,3.967447053,0.264831524,37.71912502,0.205216735,0.205216735,0.205216735,0.858749813,0.47004826,1.328798073,0.3336 -2157,1995/11/27,0.7,7.9,201.0443254,7.2,4.413034932,0.7,0.306283965,3.093249032,5.59599477,0.654583474,42.0673657,0.283135038,0.283135038,0.283135038,1.530889122,0.937718512,2.468607634,0.384 -2158,1995/11/28,0.5,10.5,206.6300522,10,5.937145321,0.5,0.35141846,4.414273139,3.305858838,0.404009855,43.8672067,0.414797941,0.414797941,0.414797941,1.920815779,0.818807796,2.739623576,0.4536 -2159,1995/11/29,0.5,4.6,208.6331331,4.1,2.371927904,0.5,0.368847059,2.096919155,3.057262392,0.374981202,45.15365033,0.480305895,0.480305895,0.480305895,2.251124663,0.855287097,3.10641176,1.032 -2160,1995/11/30,0.4,0,207.9192384,0,0,0.351336959,0.36255769,0.36255769,1.201983393,0.198954263,44.74578632,0.531438498,0.531438498,0.531438498,2.141285901,0.730392761,2.871678662,1.296 -2161,1995/12/1,0.1,0,207.4728622,0,0,0.087707076,0.358669131,0.358669131,0.324765548,0.056625883,43.70336289,0.514826019,0.514826019,0.514826019,1.882014995,0.571451902,2.453466897,1.4616 -2162,1995/12/2,0,0,207.1172668,0,0,0,0.35559544,0.35559544,0.321587798,0.035845317,42.81544998,0.474056363,0.474056363,0.474056363,1.68355707,0.50990168,2.19345875,1.32 -2163,1995/12/3,0,0,206.7646979,0,0,0,0.35256884,0.35256884,0.318840082,0.035529371,42.04831853,0.441194183,0.441194183,0.441194183,1.527165721,0.476723553,2.003889275,1.32 -2164,1995/12/4,0,0,206.4151096,0,0,0,0.349588295,0.349588295,0.316134338,0.035227166,41.37760951,0.414140973,0.414140973,0.414140973,1.400984325,0.449368139,1.850352465,1.1856 -2165,1995/12/5,0,0,206.0684568,0,0,0,0.3466528,0.3466528,0.313469647,0.034929557,40.78536394,0.391477559,0.391477559,0.391477559,1.297192777,0.426407116,1.723599893,1.1184 -2166,1995/12/6,0.1,0,205.6381222,0,0,0.087298351,0.343036262,0.343036262,0.310558622,0.034620527,40.25774459,0.372214408,0.372214408,0.372214408,1.210392379,0.406834935,1.617227314,1.1184 -2167,1995/12/7,0.1,0,205.2114395,0,0,0.087202359,0.339480402,0.339480402,0.307327712,0.034268238,39.78395036,0.355632157,0.355632157,0.355632157,1.136754105,0.389900395,1.5266545,1.1184 -2168,1995/12/8,0,0,204.874744,0,0,0,0.336695425,0.336695425,0.304432013,0.033928857,39.35600233,0.341197349,0.341197349,0.341197349,1.073577384,0.375126206,1.448703589,0.9936 -2169,1995/12/9,0.3,7,208.4105812,6.7,3.90271423,0.3,0.366877061,3.164162831,1.420154305,0.095765104,39.94356114,0.328523472,0.328523472,0.328523472,1.16111897,0.424288577,1.585407546,0.9936 -2170,1995/12/10,0.3,9.9,213.420509,9.6,5.423254443,0.3,0.413326641,4.590072198,3.411121275,0.314367164,42.1529729,0.346012444,0.346012444,0.346012444,1.547721958,0.660379609,2.208101567,1.1184 -2171,1995/12/11,0.1,0.1,213.0111464,0,0,0.1,0.40936261,0.40936261,2.479272338,0.350423549,43.26778608,0.417759866,0.417759866,0.417759866,1.782219027,0.768183416,2.550402443,1.26 -2172,1995/12/12,0.1,7.2,216.4653173,7.1,3.897960521,0.1,0.443789583,3.645829062,1.647149722,0.16128473,43.53076595,0.457724692,0.457724692,0.457724692,1.841894542,0.619009423,2.460903965,1.1856 -2173,1995/12/13,0.1,0,215.9374269,0,0,0.089507703,0.438382717,0.438382717,2.013988489,0.256008144,44.04786878,0.467536008,0.467536008,0.467536008,1.964421671,0.723544152,2.687965823,1.26 -2174,1995/12/14,0.1,0,215.4149428,0,0,0.089400608,0.433083507,0.433083507,0.392450725,0.081551327,43.16763791,0.487264906,0.487264906,0.487264906,1.759946499,0.568816233,2.328762732,1.1856 -2175,1995/12/15,0.5,0.1,214.6326307,0,0,0.457066687,0.425245435,0.425245435,0.386678335,0.043198816,42.40925735,0.454027314,0.454027314,0.454027314,1.599086212,0.49722613,2.096312343,1.26 -2176,1995/12/16,0.5,2.1,215.0806567,1.6,0.877746209,0.5,0.429720171,1.151973962,0.669850309,0.058568637,41.99000877,0.426717367,0.426717367,0.426717367,1.515816254,0.485286004,2.001102257,1.26 -2177,1995/12/17,0.4,1.1,215.034821,0.7,0.383424988,0.4,0.429260649,0.745835661,0.876311862,0.097711513,41.7992549,0.412134396,0.412134396,0.412134396,1.479200124,0.509845909,1.989046034,1.1184 -2178,1995/12/18,0.4,7.8,218.5669113,7.4,3.997939566,0.4,0.465849324,3.867909759,1.904779201,0.147902975,42.49338376,0.405618611,0.405618611,0.405618611,1.616268955,0.553521587,2.169790542,0.9936 -2179,1995/12/19,0.4,0.8,218.3170684,0.4,0.213338696,0.4,0.463181564,0.649842868,2.209664948,0.279332269,43.33535074,0.429687369,0.429687369,0.429687369,1.79738534,0.709019637,2.506404977,1.26 -2180,1995/12/20,0.5,0.2,217.5919761,0,0,0.469583602,0.455508702,0.455508702,0.508077408,0.098673304,42.65411136,0.460231233,0.460231233,0.460231233,1.649548024,0.558904538,2.208452561,1.32 -2181,1995/12/21,0.4,0.7,217.3008024,0.3,0.161282754,0.4,0.452456446,0.591173692,0.463558869,0.05082074,42.0295654,0.435402709,0.435402709,0.435402709,1.523507531,0.486223449,2.00973098,1.1856 -2182,1995/12/22,0.5,3.1,218.2326892,2.6,1.394170133,0.5,0.462283364,1.668113231,0.957553619,0.081156065,41.90182248,0.413494874,0.413494874,0.413494874,1.498791413,0.494650939,1.993442352,1.1856 -2183,1995/12/23,0.7,3,218.9873229,2.3,1.224999972,0.7,0.47036626,1.545366289,1.452804722,0.151415403,42.20559172,0.409112903,0.409112903,0.409112903,1.55814839,0.560528306,2.118676696,1.4616 -2184,1995/12/24,0.6,0,217.9878339,0,0,0.539804144,0.459684856,0.459684856,0.961878402,0.132153742,42.05800061,0.419587904,0.419587904,0.419587904,1.529057416,0.551741646,2.080799061,1.392 -2185,1995/12/25,0.6,0,216.9999021,0,0,0.538612238,0.449319532,0.449319532,0.409621034,0.058545756,41.46517192,0.414474831,0.414474831,0.414474831,1.41692456,0.473020587,1.889945147,1.392 -2186,1995/12/26,0.5,5.9,219.410189,5.4,2.885231859,0.5,0.474945035,2.989713175,1.408093555,0.100815673,41.79017386,0.394384764,0.394384764,0.394384764,1.477476371,0.495200438,1.972676809,1.26 -2187,1995/12/27,0.3,0,218.6729711,0,0,0.270232311,0.466985535,0.466985535,1.694015613,0.213635709,42.31040034,0.405310268,0.405310268,0.405310268,1.579099405,0.618945977,2.198045382,1.4616 -2188,1995/12/28,0.3,0,217.9439551,0,0,0.269795578,0.459220439,0.459220439,0.417218992,0.076281753,41.69192667,0.423246089,0.423246089,0.423246089,1.458938752,0.499527842,1.958466594,1.32 -2189,1995/12/29,0.4,0,217.1341269,0,0,0.359111562,0.450716669,0.450716669,0.409938557,0.045826981,41.14453905,0.401985012,0.401985012,0.401985012,1.359311191,0.447811993,1.807123184,1.32 -2190,1995/12/30,0.5,0.8,216.848247,0.3,0.161865321,0.5,0.447745156,0.585879835,0.45904777,0.048138795,40.70394305,0.383813889,0.383813889,0.383813889,1.283457652,0.431952684,1.715410337,1.32 -2191,1995/12/31,0.3,0,216.139104,0,0,0.268700927,0.440442086,0.440442086,0.469829586,0.053801504,40.32260719,0.369620176,0.369620176,0.369620176,1.220785628,0.42342168,1.644207308,1.1856 -2192,1996/1/1,0.2,0,215.5260331,0,0,0.17886501,0.434205888,0.434205888,0.393933954,0.045622661,39.91712937,0.357641659,0.357641659,0.357641659,1.15705343,0.40326432,1.56031775,1.086 -2193,1996/1/2,0.1,0,215.0077271,0,0,0.08931677,0.428989207,0.428989207,0.388724185,0.043379645,39.54933017,0.345211725,0.345211725,0.345211725,1.101735111,0.38859137,1.490326481,1.1004 -2194,1996/1/3,0.3,6.1,217.6959076,5.8,3.144782617,0.3,0.456602175,3.111819558,1.446072807,0.101848392,40.13817669,0.334206542,0.334206542,0.334206542,1.191432831,0.436054933,1.627487765,1.2324 -2195,1996/1/4,0.3,0.4,217.2972281,0.1,0.053739613,0.3,0.45241908,0.498679467,1.768189521,0.222181872,40.9354678,0.351948991,0.351948991,0.351948991,1.3228474,0.574130863,1.896978264,1.31688 -2196,1996/1/5,0.2,2.6,218.1236136,2.4,1.287509789,0.2,0.461124352,1.573614563,0.873516866,0.104282684,40.87376646,0.377031065,0.377031065,0.377031065,1.312249273,0.481313749,1.793563022,1.36656 -2197,1996/1/6,0.3,1.7,218.4072056,1.4,0.747734626,0.3,0.464142605,1.116407979,1.235611385,0.13464781,41.1280241,0.375045786,0.375045786,0.375045786,1.356399526,0.509693595,1.866093121,1.27992 -2198,1996/1/7,0.4,7,221.3885275,6.6,3.478167085,0.4,0.496845166,3.618678081,1.993410583,0.171957874,41.98907461,0.383274955,0.383274955,0.383274955,1.515635029,0.555232829,2.070867858,1.42272 -2199,1996/1/8,0.2,1.9,221.7709715,1.7,0.883615021,0.2,0.50117099,1.317555969,2.347640048,0.281846078,43.02103222,0.412102306,0.412102306,0.412102306,1.727784741,0.693948384,2.421733125,1.54872 -2200,1996/1/9,0.2,1,221.6860703,0.8,0.415306885,0.2,0.500208067,0.884901182,1.014859037,0.149398851,42.80352263,0.448653309,0.448653309,0.448653309,1.681021945,0.598052161,2.279074106,1.52112 -2201,1996/1/10,0.1,1.1,221.7049244,1,0.519275837,0.1,0.500421775,0.981145938,0.834437212,0.095705535,42.46771494,0.440764161,0.440764161,0.440764161,1.611009054,0.536469696,2.14747875,1.596 -2202,1996/1/11,0.2,1.5,221.8770623,1.3,0.674514259,0.2,0.502376336,1.127862077,0.940998663,0.100199893,42.2670826,0.428779596,0.428779596,0.428779596,1.570410598,0.528979489,2.099390087,1.64904 -2203,1996/1/12,0.3,1.7,222.0973763,1.4,0.725200874,0.3,0.504886874,1.179686,1.035551402,0.112193362,42.1727348,0.421731399,0.421731399,0.421731399,1.551630609,0.533924761,2.08555537,1.49544 -2204,1996/1/13,0.4,2.2,222.5175512,1.8,0.929877739,0.4,0.509702863,1.379825123,1.140792061,0.121750444,42.17908431,0.418445749,0.418445749,0.418445749,1.552888292,0.540196193,2.093084485,1.46616 -2205,1996/1/14,0.7,4.1,223.7378169,3.4,1.74416503,0.7,0.523899314,2.179734284,1.557885572,0.153180007,42.53152396,0.418666294,0.418666294,0.418666294,1.624112221,0.571846301,2.195958522,1.602 -2206,1996/1/15,0.4,0.9,223.4724931,0.5,0.255462046,0.4,0.520785824,0.765323777,1.402929184,0.177492958,42.70523356,0.431038724,0.431038724,0.431038724,1.660258303,0.608531682,2.268789985,1.26864 -2207,1996/1/16,0.5,1.5,223.4633375,1,0.511523024,0.5,0.520678652,1.009155627,0.785129005,0.098566371,42.34210833,0.437231898,0.437231898,0.437231898,1.585486134,0.535798269,2.121284403,1.51512 -2208,1996/1/17,0.5,1.7,223.5551904,1.2,0.61360758,0.5,0.521754649,1.108147069,0.947351421,0.100212633,42.16392914,0.424357282,0.424357282,0.424357282,1.549887898,0.524569915,2.074457813,1.45752 -2209,1996/1/18,0.2,2.9,224.3984956,2.7,1.375022445,0.2,0.531717297,1.856694852,1.293082521,0.126077776,42.29845292,0.418140029,0.418140029,0.418140029,1.576698765,0.544217804,2.120916569,1.5 -2210,1996/1/19,0.4,6.3,226.7996617,5.9,2.962091698,0.4,0.56092562,3.498833922,2.31983218,0.212885819,43.2605186,0.422827937,0.422827937,0.422827937,1.78059444,0.635713756,2.416308196,1.61136 -2211,1996/1/20,0.2,1.7,226.9810313,1.5,0.744552812,0.2,0.563183224,1.318630413,2.287555079,0.282660398,44.04243254,0.457455663,0.457455663,0.457455663,1.963096804,0.74011606,2.703212864,1.79568 -2212,1996/1/21,0.3,9.2,230.7083877,8.9,4.338580777,0.3,0.61122438,5.172643603,2.709482579,0.242172209,45.02344687,0.487054461,0.487054461,0.487054461,2.21552271,0.72922667,2.94474938,1.7472 -2213,1996/1/22,0.5,6.7,233.0041124,6.2,2.938143534,0.5,0.642418772,3.904275238,4.154248547,0.443968769,46.91674235,0.526094273,0.526094273,0.526094273,2.787047341,0.970063041,3.757110383,2.72208 -2214,1996/1/23,0.5,14.6,238.6983159,14.1,6.419560082,0.5,0.72535662,8.405796539,5.292392412,0.504195116,49.17258257,0.607680717,0.607680717,0.607680717,3.644232904,1.111875833,4.756108737,3.62712 -2215,1996/1/24,0.3,0.1,237.7995596,0,0,0.287034108,0.711722142,0.711722142,4.525298617,0.618603492,50.26865212,0.716239959,0.716239959,0.716239959,4.145469029,1.334843452,5.480312481,4.93536 -2216,1996/1/25,0.3,0.5,237.1866049,0.2,0.089587756,0.3,0.702542444,0.812954688,0.680546749,0.164139966,48.39764239,0.773692388,0.773692388,0.773692388,3.32524887,0.937832354,4.263081224,4.04016 -2217,1996/1/26,0.5,2.6,237.4230134,2.1,0.942480045,0.5,0.706071558,1.863591512,1.146764344,0.103162931,47.30290981,0.677505312,0.677505312,0.677505312,2.91900223,0.780668243,3.699670473,3.24504 -2218,1996/1/27,0.5,0.2,236.4514396,0,0,0.479915243,0.691658605,0.691658605,1.214203259,0.148243899,46.49368167,0.625367752,0.625367752,0.625367752,2.648799153,0.773611651,3.422410804,3.17424 -2219,1996/1/28,0.4,0.1,235.4943055,0,0,0.379441401,0.677692633,0.677692633,0.616974792,0.082681372,45.38399937,0.588717255,0.588717255,0.588717255,2.315374345,0.671398627,2.986772973,2.61456 -2220,1996/1/29,0.5,3.5,236.1736428,3,1.366918744,0.5,0.687581482,2.320662738,1.259058552,0.103997073,44.98022821,0.540988034,0.540988034,0.540988034,2.203817747,0.644985107,2.848802854,2.19528 -2221,1996/1/30,0.5,3.9,237.0108799,3.4,1.53716552,0.5,0.699928438,2.562762917,2.184249852,0.218002842,45.37575919,0.524328873,0.524328873,0.524328873,2.313047741,0.742331716,3.055379457,2.17968 -2222,1996/1/31,0.5,7.2,239.2573815,6.7,2.980445178,0.5,0.733943531,4.453498353,3.053513499,0.294922475,46.36264581,0.540644325,0.540644325,0.540644325,2.607271209,0.835566799,3.442838009,2.34096 -2223,1996/2/1,0.5,5.2,240.5549203,4.7,2.051727837,0.5,0.754189035,3.402461198,3.592885097,0.399979982,47.53676719,0.582930428,0.582930428,0.582930428,3.001694149,0.98291041,3.984604559,2.42784 -2224,1996/2/2,0.5,2,240.4529685,1.5,0.650630321,0.5,0.752582164,1.601951843,2.350836261,0.313121324,47.52601437,0.636255772,0.636255772,0.636255772,2.997844845,0.949377096,3.947221941,2.5296 -2225,1996/2/3,0.6,5,241.5801105,4.4,1.897643402,0.6,0.770501447,3.272858044,2.101929331,0.218107116,47.33386896,0.635752191,0.635752191,0.635752191,2.92982693,0.853859307,3.783686238,2.41728 -2226,1996/2/4,0.7,2.2,241.4550251,1.5,0.643410686,0.7,0.768496038,1.625085353,2.294539469,0.271410337,47.3275836,0.626801457,0.626801457,0.626801457,2.927626288,0.898211794,3.825838082,2.5596 -2227,1996/2/5,0.7,5.3,242.6289765,4.6,1.961435212,0.7,0.787483827,3.426048614,2.174134853,0.2214738,47.23339673,0.626510195,0.626510195,0.626510195,2.89483192,0.847983995,3.742815915,2.4348 -2228,1996/2/6,0.6,12.6,246.7348025,12,4.962717672,0.6,0.856891662,7.89417399,4.848793778,0.419438999,49.09381335,0.622157166,0.622157166,0.622157166,3.610534326,1.041596165,4.65213049,2.55432 -2229,1996/2/7,0.7,14.6,251.2518555,13.9,5.455922373,0.7,0.938869355,9.382946982,7.692968537,0.769397947,52.2637719,0.712232304,0.712232304,0.712232304,5.235242293,1.481630251,6.716872544,4.09872 -2230,1996/2/8,0.6,6,252.3383672,5.4,2.046014176,0.6,0.959502532,4.313488357,6.441716025,0.809461736,53.52486335,0.886605879,0.886605879,0.886605879,6.067230447,1.696067616,7.763298063,6.5676 -2231,1996/2/9,0.4,0.4,251.3967668,0,0,0.4,0.941600365,0.941600365,2.549911173,0.417126603,51.97626075,0.963767924,0.963767924,0.963767924,5.062281696,1.380894527,6.443176223,6.37824 -2232,1996/2/10,0.2,0.3,250.5100908,0.1,0.038313932,0.2,0.924989967,0.986676035,0.86524964,0.134918291,49.79151634,0.869652193,0.869652193,0.869652193,3.919646242,1.004570485,4.924216726,5.46624 -2233,1996/2/11,0.3,0.1,249.4147729,0,0,0.29051937,0.904798477,0.904798477,0.855658699,0.096338788,48.1619125,0.748293058,0.748293058,0.748293058,3.233555599,0.844631846,4.078187445,4.74768 -2234,1996/2/12,0.3,0,248.2458204,0,0,0.28530889,0.883643609,0.883643609,0.805960349,0.090981204,46.86433068,0.666025747,0.666025747,0.666025747,2.769567916,0.757006951,3.526574867,4.3152 -2235,1996/2/13,0,0,247.3776289,0,0,0,0.868191557,0.868191557,0.789174143,0.088274716,45.81789641,0.605308049,0.605308049,0.605308049,2.440916462,0.693582765,3.134499227,3.97512 -2236,1996/2/14,0,0,246.5244097,0,0,0,0.853219172,0.853219172,0.775456812,0.086672779,44.95551227,0.559307952,0.559307952,0.559307952,2.197148909,0.645980731,2.84312964,3.17544 -2237,1996/2/15,0,0,245.6857044,0,0,0,0.838705237,0.838705237,0.762162799,0.085179945,44.23138103,0.523321178,0.523321178,0.523321178,2.009615215,0.608501124,2.618116339,2.42808 -2238,1996/2/16,0,0,244.8610747,0,0,0,0.82462975,0.82462975,0.749273488,0.083732768,43.61393089,0.494407137,0.494407137,0.494407137,1.861130765,0.578139905,2.43927067,1.992 -2239,1996/2/17,0,0,244.0501009,0,0,0,0.810973831,0.810973831,0.736771321,0.082329258,43.08058566,0.470669755,0.470669755,0.470669755,1.740786303,0.552999013,2.293785315,1.33608 -2240,1996/2/18,0,0,243.2523812,0,0,0,0.797719651,0.797719651,0.72463972,0.080967535,42.61471947,0.4508308,0.4508308,0.4508308,1.641336712,0.531798335,2.173135047,1.33536 -2241,1996/2/19,0.3,1.8,243.0889245,1.5,0.631568818,0.3,0.7950255,1.663456681,1.059999161,0.098931173,42.4926062,0.433996974,0.433996974,0.433996974,1.616109402,0.532928147,2.149037549,1.30032 -2242,1996/2/20,0.5,0.1,241.9359652,0,0,0.476729625,0.776229714,0.776229714,1.146568836,0.136660437,42.459505,0.42965985,0.42965985,0.42965985,1.60932989,0.566320288,2.175650178,1.33944 -2243,1996/2/21,0.6,6.4,243.5857982,5.8,2.453071026,0.6,0.803237981,4.150166954,2.031644624,0.16214483,43.1611312,0.428489542,0.428489542,0.428489542,1.758507968,0.590634372,2.34914234,1.54536 -2244,1996/2/22,0.5,0.2,242.5173439,0,0,0.482792236,0.78566214,0.78566214,2.405838998,0.301373161,44.0546762,0.453787833,0.453787833,0.453787833,1.966081831,0.755160994,2.721242825,1.82232 -2245,1996/2/23,0.5,0,241.2811838,0,0,0.470444143,0.76571595,0.76571595,0.699215195,0.117810161,43.42396942,0.487528524,0.487528524,0.487528524,1.8174505,0.605338685,2.422789184,2.20392 -2246,1996/2/24,0.3,0.3,240.5274283,0,0,0.3,0.753755459,0.753755459,0.684418763,0.076544331,42.87554135,0.463533689,0.463533689,0.463533689,1.696380517,0.54007802,2.236458537,1.5936 -2247,1996/2/25,0.3,0,239.5082134,0,0,0.281392264,0.737822691,0.737822691,0.672084881,0.075166906,42.3948349,0.44336524,0.44336524,0.44336524,1.596156568,0.518532145,2.114688713,1.10688 -2248,1996/2/26,0.3,0,238.5048951,0,0,0.280913559,0.722404722,0.722404722,0.657948786,0.073631778,41.96753226,0.426209673,0.426209673,0.426209673,1.511461102,0.499841451,2.011302553,0.99912 -2249,1996/2/27,0.4,0.1,237.5169804,0,0,0.380436383,0.707478262,0.707478262,0.644266809,0.072094698,41.58429815,0.411362784,0.411362784,0.411362784,1.438863705,0.483457482,1.922321186,1.3716 -2250,1996/2/28,0.5,0.3,236.6359475,0,0,0.48665559,0.694377313,0.694377313,0.631554252,0.070636324,41.23827663,0.398364655,0.398364655,0.398364655,1.375940427,0.469000979,1.844941406,1.21488 -2251,1996/2/29,0.4,0.4,235.9516108,0,0,0.4,0.684336743,0.684336743,0.62097255,0.069371874,40.92507514,0.3868831,0.3868831,0.3868831,1.32105714,0.456254974,1.777312114,1.1796 -2252,1996/3/1,0.3,1.3,235.7261953,1,0.455639708,0.3,0.681055192,1.225415484,0.829682508,0.080428751,40.82716097,0.37669615,0.37669615,0.37669615,1.304292829,0.457124901,1.76141773,1.10304 -2253,1996/3/2,0.5,3.3,236.3100183,2.8,1.273403561,0.5,0.689580589,2.216177028,1.494322411,0.137907115,41.30682257,0.373551184,0.373551184,0.373551184,1.388211998,0.511458299,1.899670297,1.1412 -2254,1996/3/3,0.4,5.2,237.7590182,4.8,2.16011194,0.4,0.711112018,3.351000078,2.442926277,0.23484177,42.51763515,0.38913854,0.38913854,0.38913854,1.62125223,0.62398031,2.24523254,0.99192 -2255,1996/3/4,0.4,0.1,236.782399,0,0,0.380077829,0.696541386,0.696541386,1.967127062,0.263450545,43.15758426,0.430546275,0.430546275,0.430546275,1.757724233,0.69399682,2.451721053,0.95352 -2256,1996/3/5,0.3,0,235.8203709,0,0,0.279603432,0.682424635,0.682424635,0.621309722,0.100651591,42.5952581,0.453657325,0.453657325,0.453657325,1.637293207,0.554308916,2.191602124,1.04568 -2257,1996/3/6,0.4,0,234.7807973,0,0,0.372143533,0.667430085,0.667430085,0.608257829,0.068079847,42.09960933,0.433303675,0.433303675,0.433303675,1.537210275,0.501383521,2.038593796,1.2072 -2258,1996/3/7,0.4,0,233.7564277,0,0,0.371453933,0.652915621,0.652915621,0.594952416,0.066601282,41.65790644,0.415911772,0.415911772,0.415911772,1.452567069,0.482513054,1.935080123,1.15632 -2259,1996/3/8,0.5,0,232.6554095,0,0,0.46341854,0.637599748,0.637599748,0.581572763,0.065126582,41.26042253,0.400838127,0.400838127,0.400838127,1.379894809,0.465964709,1.845859518,1.14984 -2260,1996/3/9,0.3,0,231.7526139,0,0,0.277537111,0.625258394,0.625258394,0.568963706,0.063669737,40.90021399,0.387610766,0.387610766,0.387610766,1.316783006,0.451280503,1.76806351,1.17 -2261,1996/3/10,0.2,0,230.9533893,0,0,0.184730495,0.614494104,0.614494104,0.558479584,0.062435136,40.57296364,0.375895835,0.375895835,0.375895835,1.261625767,0.438330971,1.699956738,1.10664 -2262,1996/3/11,0.3,0,230.0739115,0,0,0.276655911,0.602821918,0.602821918,0.548433014,0.061320178,40.27389726,0.365474049,0.365474049,0.365474049,1.212973451,0.426794227,1.639767678,1.02432 -2263,1996/3/12,0.6,0,228.9337137,0,0,0.552241847,0.58795597,0.58795597,0.536666197,0.060093564,39.99727642,0.356131825,0.356131825,0.356131825,1.169418855,0.416225389,1.585644244,1.0344 -2264,1996/3/13,0.7,0,227.7184661,0,0,0.642809716,0.572437931,0.572437931,0.523029204,0.058630324,39.73811114,0.34764377,0.34764377,0.34764377,1.129838257,0.406274094,1.536112351,1.0332 -2265,1996/3/14,0.8,0,226.4293012,0,0,0.732826674,0.556338168,0.556338168,0.50883313,0.057073441,39.49326289,0.339823378,0.339823378,0.339823378,1.09350476,0.39689682,1.49040158,1.04712 -2266,1996/3/15,0.9,0,225.0673332,0,0,0.822240839,0.539727185,0.539727185,0.494141362,0.055459104,39.26011413,0.332551215,0.332551215,0.332551215,1.059841337,0.38801032,1.447851657,1.02264 -2267,1996/3/16,1,0.1,223.7236254,0,0,0.919975354,0.523732403,0.523732403,0.479434938,0.053817561,39.03684178,0.325730507,0.325730507,0.325730507,1.028437789,0.379548068,1.407985857,1.008 -2268,1996/3/17,1,0.1,222.3975929,0,0,0.917708392,0.508324163,0.508324163,0.465271376,0.052223689,38.82238163,0.31929296,0.31929296,0.31929296,0.999024488,0.37151665,1.370541137,1.0128 -2269,1996/3/18,0.9,0.1,221.1782086,0,0,0.82490523,0.494479082,0.494479082,0.452021562,0.050710258,38.61617665,0.313195558,0.313195558,0.313195558,0.971422099,0.363905816,1.335327915,1.02 -2270,1996/3/19,0.9,0,219.884755,0,0,0.813327307,0.480126237,0.480126237,0.439360373,0.049296168,38.41750446,0.307411731,0.307411731,0.307411731,0.945444293,0.356707899,1.302152193,1.0368 -2271,1996/3/20,1,6,221.9936247,5,2.61257305,1,0.503703342,2.891130293,1.384697943,0.101103282,39.07093336,0.301911746,0.301911746,0.301911746,1.033180796,0.403015028,1.436195823,1.0488 -2272,1996/3/21,1,1.3,221.6494511,0.3,0.155619596,1,0.499793202,0.644173606,1.71424774,0.211356622,39.94422919,0.320269981,0.320269981,0.320269981,1.161221883,0.531626603,1.692848486,1.05048 -2273,1996/3/22,1,0.2,220.4394552,0,0,0.923756067,0.486239852,0.486239852,0.517356824,0.087451867,39.68565094,0.346032699,0.346032699,0.346032699,1.121967774,0.433484566,1.555452339,1.02144 -2274,1996/3/23,1.1,0,218.9769088,0,0,0.992292499,0.470253946,0.470253946,0.431299846,0.050135814,39.37839904,0.338255807,0.338255807,0.338255807,1.076807554,0.388391622,1.465199176,1.0008 -2275,1996/3/24,1.1,9.4,222.8020341,8.3,4.338109792,1.1,0.512984499,4.474874707,2.00544862,0.135115086,40.46857049,0.329178284,0.329178284,0.329178284,1.244455461,0.46429337,1.708748831,1.01736 -2276,1996/3/25,1.1,1.8,222.6511355,0.7,0.360343115,1.1,0.511241707,0.850898591,2.595559218,0.320710141,41.92338449,0.362193378,0.362193378,0.362193378,1.502938594,0.682903518,2.185842112,1.01424 -2277,1996/3/26,1.1,3.4,223.3135802,2.3,1.181372937,1.1,0.518928172,1.637555234,1.076615655,0.145098946,41.90956996,0.409850207,0.409850207,0.409850207,1.500280392,0.554949154,2.055229546,1.11096 -2278,1996/3/27,1.4,2.7,223.4584035,1.3,0.665444144,1.4,0.520620903,1.155176759,1.283212609,0.14388938,42.07063188,0.409377716,0.409377716,0.409377716,1.5315284,0.553267096,2.084795496,1.09152 -2279,1996/3/28,1.5,6.8,225.5982779,5.3,2.686029044,1.5,0.546154586,3.160125542,1.831811525,0.165215469,42.66543827,0.414910672,0.414910672,0.414910672,1.651915806,0.58012614,2.232041946,1.11504 -2280,1996/3/29,1.2,4.7,226.7856214,3.5,1.748094647,1.2,0.560751157,2.31265651,2.50927908,0.273763917,43.72372578,0.435807522,0.435807522,0.435807522,1.88679909,0.709571439,2.596370529,1.12296 -2281,1996/3/30,1,0,225.3285697,0,0,0.914169773,0.542881955,0.542881955,1.382155345,0.202414527,43.69958291,0.47482989,0.47482989,0.47482989,1.881128105,0.677244417,2.558372522,1.14384 -2282,1996/3/31,1.3,6.2,227.2081116,4.9,2.445562062,1.3,0.566020122,3.02045806,1.467480612,0.129543956,43.74837237,0.473912872,0.473912872,0.473912872,1.89260403,0.603456827,2.496060858,1.02984 -2283,1996/4/1,1.5,4.7,228.2061208,3.2,1.576634013,1.5,0.578624891,2.201990877,2.395036939,0.254859478,44.53321025,0.475767348,0.475767348,0.475767348,2.085966402,0.730626826,2.816593228,0.92784 -2284,1996/4/2,0.5,2.1,228.4089464,1.6,0.784039595,0.5,0.581213973,1.397174378,1.66380986,0.212186666,44.60010217,0.506316399,0.506316399,0.506316399,2.103234343,0.718503065,2.821737408,1.35408 -2285,1996/4/3,0.5,0,227.3819837,0,0,0.45876259,0.568200059,0.568200059,0.929930309,0.131013736,44.06935085,0.508983226,0.508983226,0.508983226,1.969664859,0.639996962,2.609661821,1.48512 -2286,1996/4/4,0.8,3.4,228.0856171,2.6,1.280724401,0.8,0.577091056,1.896366656,1.03613681,0.095750295,43.71000944,0.488097147,0.488097147,0.488097147,1.883575363,0.583847443,2.467422805,1.38744 -2287,1996/4/5,0.8,1.5,227.855527,0.7,0.344081393,0.8,0.57417144,0.930090047,1.324955404,0.152762305,43.64168399,0.474308747,0.474308747,0.474308747,1.867589599,0.627071052,2.494660652,1.32432 -2288,1996/4/6,1.1,0,226.2932313,0,0,1.007635409,0.55466035,0.55466035,0.68874927,0.096164861,43.0648168,0.471718853,0.471718853,0.471718853,1.737335318,0.567883714,2.305219032,1.3296 -2289,1996/4/7,1.3,0,224.5725205,0,0,1.186918682,0.533792121,0.533792121,0.490949293,0.059435896,42.40732597,0.450253499,0.450253499,0.450253499,1.598693617,0.509689396,2.108383013,1.15416 -2290,1996/4/8,1.3,0,222.8759167,0,0,1.182764236,0.513839543,0.513839543,0.47252966,0.053187392,41.82282301,0.426649354,0.426649354,0.426649354,1.483681973,0.479836746,1.963518719,1.02144 -2291,1996/4/9,1.2,0,221.2921197,0,0,1.088037575,0.495759452,0.495759452,0.455312158,0.051222435,41.29793862,0.40641964,0.40641964,0.40641964,1.386616196,0.457642075,1.844258271,1.37616 -2292,1996/4/10,1.1,0,219.8186019,0,0,0.994116441,0.479401278,0.479401278,0.439720403,0.049430137,40.82293181,0.388845693,0.388845693,0.388845693,1.303572899,0.43827583,1.741848729,1.42872 -2293,1996/4/11,1,0,218.4530138,0,0,0.900956551,0.464631626,0.464631626,0.42562567,0.047808879,40.39026475,0.373415769,0.373415769,0.373415769,1.231708504,0.421224647,1.652933151,1.3452 -2294,1996/4/12,1.2,0,216.9267621,0,0,1.077691966,0.448559689,0.448559689,0.411818453,0.046284593,39.99306352,0.35974638,0.35974638,0.35974638,1.168766058,0.406030972,1.57479703,1.35048 -2295,1996/4/13,1.5,0,215.1541924,0,0,1.342111472,0.430458224,0.430458224,0.396551846,0.04464821,39.6243069,0.347515627,0.347515627,0.347515627,1.112824092,0.392163837,1.504987928,1.29048 -2296,1996/4/14,2.1,0,212.875935,0,0,1.870197378,0.408060036,0.408060036,0.378562899,0.042767687,39.27704362,0.336429336,0.336429336,0.336429336,1.062255521,0.379197023,1.441452544,0.97872 -2297,1996/4/15,2.3,3.4,213.078065,1.1,0.612138514,2.3,0.410008513,0.897869998,0.560777256,0.051821476,39.12351099,0.32622238,0.32622238,0.32622238,1.040532266,0.378043856,1.418576122,0.9264 -2298,1996/4/16,1.5,1,212.2322904,0,0,1.443869566,0.401905012,0.401905012,0.612127902,0.073123694,39.02994002,0.321780972,0.321780972,0.321780972,1.027479842,0.394904666,1.422384508,1.09368 -2299,1996/4/17,1.2,0,210.781616,0,0,1.062368493,0.388305931,0.388305931,0.356341523,0.045741537,38.72012299,0.319095424,0.319095424,0.319095424,0.985253976,0.364836961,1.350090937,1.18536 -2300,1996/4/18,1.3,0,209.2604064,0,0,1.146764193,0.374445382,0.374445382,0.343999045,0.038686755,38.42767947,0.310317688,0.310317688,0.310317688,0.946760251,0.349004443,1.295764694,1.1448 -2301,1996/4/19,1.7,0,207.4089058,0,0,1.493385882,0.358114737,0.358114737,0.33054862,0.037249565,38.14912895,0.302191707,0.302191707,0.302191707,0.911290846,0.339441272,1.250732117,1.11912 -2302,1996/4/20,2.3,0,205.060884,0,0,2.009789001,0.338232804,0.338232804,0.314447931,0.035567683,37.88006522,0.294594188,0.294594188,0.294594188,0.878105854,0.330161871,1.208267725,1.08816 -2303,1996/4/21,2.7,0,202.4000257,0,0,2.344074335,0.316783915,0.316783915,0.295935089,0.033586979,37.61675906,0.287385926,0.287385926,0.287385926,0.846627173,0.320972905,1.167600078,1.05168 -2304,1996/4/22,2.9,0,199.6051021,0,0,2.49947876,0.295444853,0.295444853,0.276674482,0.031462981,37.3573373,0.280454748,0.280454748,0.280454748,0.816550997,0.311917729,1.128468726,0.9588 -2305,1996/4/23,3,0,196.7644145,0,0,2.565732804,0.274954833,0.274954833,0.257804782,0.029346416,37.10114619,0.273743415,0.273743415,0.273743415,0.787739301,0.30308983,1.090829131,0.89832 -2306,1996/4/24,3,0,193.9632182,0,0,2.545313667,0.255882626,0.255882626,0.239923941,0.02731852,36.84816515,0.267229025,0.267229025,0.267229025,0.760134011,0.294547545,1.054681556,0.90936 -2307,1996/4/25,2.7,0,191.450429,0,0,2.27309764,0.239691554,0.239691554,0.223897288,0.025457818,36.59920172,0.26090567,0.26090567,0.26090567,0.73376638,0.286363488,1.020129868,0.94968 -2308,1996/4/26,2.8,0,188.886999,0,0,2.339398038,0.224031926,0.224031926,0.209535296,0.023816395,36.35488273,0.2547878,0.2547878,0.2547878,0.708642092,0.278604194,0.987246286,1.00896 -2309,1996/4/27,2.6,0,186.5208211,0,0,2.155861727,0.210316225,0.210316225,0.196209674,0.022286833,36.11526985,0.248884357,0.248884357,0.248884357,0.684706906,0.27117119,0.955878095,0.91248 -2310,1996/4/28,2.3,0,184.4283399,0,0,1.893725123,0.198756067,0.198756067,0.184717195,0.020939649,35.88119441,0.243190165,0.243190165,0.243190165,0.661982802,0.264129814,0.926112617,0.81384 -2311,1996/4/29,1.9,0,182.6841032,0,0,1.554722329,0.189514399,0.189514399,0.175229086,0.019809101,35.65364109,0.237718019,0.237718019,0.237718019,0.640500426,0.25752712,0.898027546,0.72 -2312,1996/4/30,1.7,0,181.1190715,0,0,1.383513074,0.181518628,0.181518628,0.167403837,0.018884936,35.4332731,0.232483209,0.232483209,0.232483209,0.620255032,0.251368145,0.871623178,0.648 -2313,1996/5/1,2.2,0.2,179.3278364,0,0,1.818533423,0.172701607,0.172701607,0.159883168,0.018052638,35.21951835,0.227492683,0.227492683,0.227492683,0.601130607,0.245545321,0.846675928,0.6 -2314,1996/5/2,2.3,28.4,196.1476818,26.1,17.09050625,2.3,0.270660892,9.280154642,3.753773439,0.217282096,38.26953536,0.222725492,0.222725492,0.222725492,0.926481916,0.440007588,1.366489505,0.68712 -2315,1996/5/3,2.2,3,196.3743134,0.8,0.49886412,2.2,0.27223249,0.57336837,4.912099838,0.629486949,41.96795385,0.297861345,0.297861345,0.297861345,1.511542691,0.927348294,2.438890985,0.93144 -2316,1996/5/4,2.2,0,194.2502252,0,0,1.866301751,0.257786433,0.257786433,0.391345536,0.153099695,41.37090617,0.411377247,0.411377247,0.411377247,1.399770464,0.564476942,1.964247406,0.96672 -2317,1996/5/5,2.5,6.7,196.6086657,4.2,2.632305739,2.5,0.273865322,1.841559583,0.857754347,0.064264403,41.24311298,0.391255631,0.391255631,0.391255631,1.376803169,0.455520033,1.832323202,0.97776 -2318,1996/5/6,2.4,11.7,201.9837845,9.3,5.688648648,2.4,0.313529835,3.924881187,2.480521042,0.211205376,42.49423277,0.387041929,0.387041929,0.387041929,1.616443186,0.598247305,2.214690491,0.97848 -2319,1996/5/7,2.4,2.3,201.5869592,0,0,2.386372643,0.310452593,0.310452593,2.104337276,0.288580588,43.25003438,0.429717417,0.429717417,0.429717417,1.778253079,0.718298005,2.496551084,1.14864 -2320,1996/5/8,1.7,0,199.8258187,0,0,1.464053741,0.297086812,0.297086812,0.274126525,0.073381293,42.38671868,0.457067753,0.457067753,0.457067753,1.59450998,0.530449047,2.124959027,1.06656 -2321,1996/5/9,1.8,0,197.9995262,0,0,1.54257386,0.283718618,0.283718618,0.262096369,0.029572896,41.62779207,0.425924158,0.425924158,0.425924158,1.446947135,0.455497055,1.90244419,0.95352 -2322,1996/5/10,1.7,0,196.2782862,0,0,1.449674311,0.271565689,0.271565689,0.250545144,0.02826278,40.95239438,0.399824867,0.399824867,0.399824867,1.325767702,0.428087647,1.753855348,0.8772 -2323,1996/5/11,1.7,3.4,197.0586718,1.7,1.057408372,1.7,0.277022749,0.919614377,0.500452247,0.041524532,40.56938914,0.377576998,0.377576998,0.377576998,1.261034483,0.41910153,1.680136013,0.8712 -2324,1996/5/12,1.7,4.2,198.3178006,2.5,1.545141653,1.7,0.286012891,1.240871238,0.954581056,0.091369789,40.61991672,0.365361366,0.365361366,0.365361366,1.269414847,0.456731155,1.726146002,0.88128 -2325,1996/5/13,1.7,1.9,198.1561436,0.2,0.123188776,1.7,0.284845737,0.361656961,0.769407749,0.100999486,40.50573588,0.366956499,0.366956499,0.366956499,1.250545083,0.467955984,1.718501067,0.93648 -2326,1996/5/14,2.1,0.1,196.1796274,0,0,1.80563427,0.27088198,0.27088198,0.289626188,0.044542856,39.99037185,0.36335892,0.36335892,0.36335892,1.168349141,0.407901776,1.576250918,0.8688 -2327,1996/5/15,2.2,2.6,196.1584662,0.4,0.249574369,2.2,0.270735513,0.421161143,0.303168863,0.031457442,39.54053408,0.347433772,0.347433772,0.347433772,1.100440402,0.378891214,1.479331616,0.94104 -2328,1996/5/16,2.3,3.9,196.8788415,1.6,0.996132808,2.3,0.2757575,0.879624692,0.560183328,0.050406939,39.36044622,0.333946458,0.333946458,0.333946458,1.074217645,0.384353398,1.458571043,0.82968 -2329,1996/5/17,2.2,4.9,198.263197,2.7,1.669973675,2.2,0.285618228,1.315644553,0.963933041,0.09212587,39.55104493,0.328653324,0.328653324,0.328653324,1.101987661,0.420779194,1.522766856,0.85536 -2330,1996/5/18,2.5,1.5,197.1315656,0,0,2.354094499,0.27753694,0.27753694,0.773925196,0.10363558,39.55644419,0.334257261,0.334257261,0.334257261,1.10278319,0.437892841,1.54067603,0.876 -2331,1996/5/19,2.5,1.7,196.1794133,0,0,2.381271806,0.270880498,0.270880498,0.247153288,0.039851273,39.10067994,0.334416996,0.334416996,0.334416996,1.037334537,0.374268268,1.411602805,0.83544 -2332,1996/5/20,2.5,2.5,195.9103901,0,0,2.5,0.269023186,0.269023186,0.24305862,0.027125796,38.68438337,0.321124223,0.321124223,0.321124223,0.980479415,0.348250019,1.328729434,0.75168 -2333,1996/5/21,2.3,6.8,198.41399,4.5,2.790309149,2.3,0.286709194,1.996400045,0.92460505,0.064840029,38.90766999,0.309316337,0.309316337,0.309316337,1.010634766,0.374156365,1.384791132,0.82968 -2334,1996/5/22,2.2,11.9,203.9463505,9.7,5.861471617,2.2,0.329111162,4.167639545,2.654613692,0.226925523,40.61010954,0.315610371,0.315610371,0.315610371,1.267784509,0.542535893,1.810320402,0.91248 -2335,1996/5/23,2.4,0,201.557864,0,0,2.078258559,0.310227928,0.310227928,2.226817539,0.306486046,41.73628953,0.366646502,0.366646502,0.366646502,1.467284056,0.673132548,2.140416605,1.12272 -2336,1996/5/24,2.6,6.6,203.6265178,4,2.395184192,2.6,0.326530393,1.931346201,0.919706697,0.112101432,41.61492808,0.403484086,0.403484086,0.403484086,1.444552234,0.515585519,1.960137752,1.13904 -2337,1996/5/25,2.7,18.3,212.2260994,15.6,9.001427775,2.7,0.401846173,7.000418399,3.740994893,0.285280595,43.84080073,0.399392589,0.399392589,0.399392589,1.914514835,0.684673184,2.59918802,1.36968 -2338,1996/5/26,2.4,4.2,212.8236118,1.8,1.005069265,2.4,0.40755687,1.202487605,4.009622018,0.512992035,45.87255616,0.479294731,0.479294731,0.479294731,2.457161317,0.992286766,3.449448083,2.8176 -2339,1996/5/27,2.2,14,218.7793152,11.8,6.42383046,2.2,0.468127028,5.844296567,2.916211066,0.290518296,46.6509685,0.561646784,0.561646784,0.561646784,2.699445507,0.85216508,3.551610587,2.77704 -2340,1996/5/28,1.8,19.5,227.2921104,17.7,9.079867573,1.8,0.567072421,9.187204848,6.580645173,0.603059828,49.87093595,0.595717431,0.595717431,0.595717431,3.956395158,1.198777259,5.155172418,3.4056 -2341,1996/5/29,1.9,15.8,233.3271316,13.9,6.681930195,1.9,0.646908984,7.864978789,7.746074472,0.850270906,52.79736018,0.752478852,0.752478852,0.752478852,5.572129095,1.602749758,7.174878853,6.03768 -2342,1996/5/30,2.2,0.3,230.9551075,0,0,2.057507047,0.614517082,0.614517082,4.21383341,0.64294559,52.52951383,0.918693647,0.918693647,0.918693647,5.400373401,1.561639238,6.962012639,8.46312 -2343,1996/5/31,2.9,0.1,227.8051116,0,0,2.676462589,0.573533309,0.573533309,0.536872728,0.146065749,49.96739666,0.902484637,0.902484637,0.902484637,4.001474534,1.048550386,5.05002492,6.73488 -2344,1996/6/1,2.9,7.7,229.5530162,4.8,2.343898033,2.9,0.595993372,3.052095339,1.495456367,0.112240976,48.75252903,0.757585255,0.757585255,0.757585255,3.467909259,0.869826231,4.337735489,5.41464 -2345,1996/6/2,3.3,7,230.7240345,3.7,1.782451113,3.3,0.611432779,2.528981666,2.54020425,0.264494567,48.58708571,0.695053135,0.695053135,0.695053135,3.400700704,0.959547702,4.360248405,5.62872 -2346,1996/6/3,2.2,11.5,234.4372725,9.3,4.375771907,2.2,0.662533951,5.586762044,3.484208204,0.32618601,49.13150454,0.686832694,0.686832694,0.686832694,3.626622067,1.013018704,4.639640771,6.13944 -2347,1996/6/4,2.4,6.1,235.4610611,3.7,1.701000244,2.4,0.677211664,2.676211419,3.878131212,0.458725793,49.80015578,0.714147969,0.714147969,0.714147969,3.923627934,1.172873762,5.096501696,6.2388 -2348,1996/6/5,2.3,5.3,236.1413279,3,1.36737529,2.3,0.687108468,2.319733179,2.267746158,0.294124239,49.1724665,0.74874759,0.74874759,0.74874759,3.644183028,1.042871829,4.687054857,5.99904 -2349,1996/6/6,2.4,2.9,235.6884664,0.5,0.227645668,2.4,0.680507183,0.952861515,1.547710717,0.206175025,48.1914843,0.716234042,0.716234042,0.716234042,3.244926958,0.922409067,4.167336025,5.35128 -2350,1996/6/7,2.5,11.7,239.0815191,9.2,4.124286319,2.5,0.731233604,5.806947285,2.775417862,0.217954209,48.33407484,0.667458154,0.667458154,0.667458154,3.300285479,0.885412362,4.185697841,4.64376 -2351,1996/6/8,2.5,9.7,241.443786,7.2,3.130582939,2.5,0.768316056,4.837733116,4.843317251,0.502170479,49.88762742,0.674395896,0.674395896,0.674395896,3.96416057,1.176566374,5.140726944,6.36648 -2352,1996/6/9,3.1,0,237.8258882,0,0,2.905779216,0.712118597,0.712118597,2.723935144,0.404647619,49.55347409,0.753360695,0.753360695,0.753360695,3.81144917,1.158008314,4.969457484,7.27464 -2353,1996/6/10,3.3,1,235.0111269,0,0,3.144032063,0.670729184,0.670729184,0.624553821,0.118961831,47.81205545,0.73584672,0.73584672,0.73584672,3.101819178,0.854808551,3.956627729,5.7576 -2354,1996/6/11,3.5,0,231.1508955,0,0,3.243091224,0.617140207,0.617140207,0.582483319,0.066384816,46.41879245,0.649245478,0.649245478,0.649245478,2.624991795,0.715630295,3.340622089,4.72584 -2355,1996/6/12,3.5,0,227.3631463,0,0,3.219785672,0.567963556,0.567963556,0.535996545,0.061266652,45.25969379,0.585404986,0.585404986,0.585404986,2.280500196,0.646671639,2.927171834,3.9432 -2356,1996/6/13,3.7,0,223.4645167,0,0,3.377937076,0.520692454,0.520692454,0.492490441,0.056338773,44.2690085,0.535819633,0.535819633,0.535819633,2.018995366,0.592158406,2.611153772,3.48216 -2357,1996/6/14,4.1,0,219.2792709,0,0,3.711722189,0.473523645,0.473523645,0.449986866,0.051591432,43.40234095,0.495880769,0.495880769,0.495880769,1.812535176,0.547472201,2.360007377,2.48328 -2358,1996/6/15,3.7,0,215.524423,0,0,3.320658339,0.434189604,0.434189604,0.410630445,0.047045316,42.63097639,0.462726128,0.462726128,0.462726128,1.644721138,0.509771444,2.154492583,2.17152 -2359,1996/6/16,3.3,0,212.1852204,0,0,2.937744733,0.401457838,0.401457838,0.377838358,0.043164426,41.93769492,0.434576723,0.434576723,0.434576723,1.505696548,0.477741149,1.983437697,1.5792 -2360,1996/6/17,3.6,0,208.6377287,0,0,3.178603814,0.368887829,0.368887829,0.348443679,0.03981693,41.30804667,0.410340071,0.410340071,0.410340071,1.388432005,0.450157001,1.838589006,1.54224 -2361,1996/6/18,4,0,204.8021015,0,0,3.49953031,0.336096976,0.336096976,0.319043417,0.036553173,40.72865581,0.389178903,0.389178903,0.389178903,1.287613178,0.425732076,1.713345254,1.32312 -2362,1996/6/19,4.4,0.6,201.20191,0,0,3.892701607,0.307489903,0.307489903,0.291184656,0.033368525,40.19054208,0.370406204,0.370406204,0.370406204,1.199704588,0.40377473,1.603479318,1.11072 -2363,1996/6/20,4.6,2.3,198.9340837,0,0,4.277328599,0.290497697,0.290497697,0.270027309,0.030713418,39.69131309,0.353558682,0.353558682,0.353558682,1.122814984,0.384272101,1.507087085,1.01328 -2364,1996/6/21,4.1,22.6,209.5071387,18.5,10.94972114,4.1,0.376666052,7.926944916,3.278597571,0.196869656,41.82436062,0.33842475,0.33842475,0.33842475,1.483974784,0.535294406,2.01926919,1.27248 -2365,1996/6/22,3.7,0.9,206.6969076,0,0,3.358241909,0.351989278,0.351989278,4.141395823,0.536358928,44.33634834,0.40647194,0.40647194,0.40647194,2.035880051,0.942830867,2.978710918,1.896 -2366,1996/6/23,3.3,5.8,207.7858322,2.5,1.450316602,3.3,0.361392004,1.411075402,0.735233793,0.147786574,43.69099378,0.498525875,0.498525875,0.498525875,1.879114227,0.64631245,2.525426676,1.14552 -2367,1996/6/24,3.2,1.4,205.8656382,0,0,2.975249422,0.344944513,0.344944513,0.848741,0.105214971,43.23779788,0.473586936,0.473586936,0.473586936,1.775523833,0.578801907,2.35432574,1.158 -2368,1996/6/25,3.2,0,202.7635969,0,0,2.782392943,0.319648375,0.319648375,0.300455585,0.046513405,42.39805792,0.456615308,0.456615308,0.456615308,1.596810854,0.503128713,2.099939567,1.07376 -2369,1996/6/26,3.7,0.6,199.7929153,0,0,3.273839998,0.296841573,0.296841573,0.278672594,0.031762586,41.65165478,0.426323091,0.426323091,0.426323091,1.451398826,0.458085677,1.909484503,0.9756 -2370,1996/6/27,4.1,0.4,196.3573909,0,0,3.563409556,0.272114886,0.272114886,0.257387929,0.029410404,40.9792567,0.400627626,0.400627626,0.400627626,1.330413639,0.43003803,1.760451669,0.82056 -2371,1996/6/28,3.8,4.9,196.7670779,1.1,0.684660541,3.8,0.274973494,0.690312954,0.410132865,0.036682545,40.5156588,0.378444546,0.378444546,0.378444546,1.252175309,0.415127091,1.667302401,0.80784 -2372,1996/6/29,3.4,0,193.6300873,0,0,2.883303635,0.253687035,0.253687035,0.44877135,0.05451508,40.13687316,0.363670564,0.363670564,0.363670564,1.191227551,0.418185644,1.609413195,0.76032 -2373,1996/6/30,3.5,0,190.4557968,0,0,2.940775948,0.23351454,0.23351454,0.220348201,0.030075591,39.59992304,0.351908988,0.351908988,0.351908988,1.109207306,0.381984579,1.491191886,0.72984 -2374,1996/7/1,4,0.4,187.2457019,0,0,3.395650512,0.214444365,0.214444365,0.202628481,0.02317079,39.10089254,0.335705286,0.335705286,0.335705286,1.037364274,0.358876076,1.396240349,0.648 -2375,1996/7/2,3.5,1.5,185.3905451,0,0,3.151150005,0.204006805,0.204006805,0.188876058,0.021440256,38.6367521,0.321130334,0.321130334,0.321130334,0.974146828,0.34257059,1.316717418,0.59856 -2376,1996/7/3,3.2,0,182.5794696,0,0,2.622104344,0.188971169,0.188971169,0.177665561,0.020193757,38.20419166,0.307985395,0.307985395,0.307985395,0.918211398,0.328179153,1.246390551,0.55344 -2377,1996/7/4,2.8,0,180.128319,0,0,2.274552204,0.176598345,0.176598345,0.165185562,0.018802873,37.79735008,0.296085088,0.296085088,0.296085088,0.868112233,0.314887961,1.183000194,0.50544 -2378,1996/7/5,3.1,0,177.4678529,0,0,2.496553031,0.163913061,0.163913061,0.153926568,0.017527326,37.41348893,0.285195533,0.285195533,0.285195533,0.822983246,0.302722858,1.125706105,0.49224 -2379,1996/7/6,3.5,0,174.5257857,0,0,2.791320358,0.150746827,0.150746827,0.14231979,0.016251925,37.04901249,0.275186241,0.275186241,0.275186241,0.78198247,0.291438166,1.073420637,0.47856 -2380,1996/7/7,4.1,0,171.1561069,0,0,3.232955753,0.136723056,0.136723056,0.130131368,0.014922151,36.70064512,0.265917067,0.265917067,0.265917067,0.744415804,0.280839218,1.025255022,0.456 -2381,1996/7/8,4.7,0,167.3767569,0,0,3.657090865,0.122259143,0.122259143,0.117336076,0.013520227,36.36552778,0.257268093,0.257268093,0.257268093,0.709721509,0.270788319,0.980509828,0.432 -2382,1996/7/9,5.1,0,163.3595628,0,0,3.908937377,0.108256737,0.108256737,0.104500895,0.012089156,36.04167521,0.249139515,0.249139515,0.249139515,0.677492985,0.261228672,0.938721656,0.408 -2383,1996/7/10,5.1,0,159.4170002,0,0,3.846768675,0.095793989,0.095793989,0.092507046,0.010717267,35.72817106,0.241460098,0.241460098,0.241460098,0.647471295,0.252177366,0.899648661,0.384 -2384,1996/7/11,4.8,8.6,162.1533186,3.8,2.840631871,4.8,0.104313447,1.063681576,0.468625624,0.030971453,35.77874746,0.234188589,0.234188589,0.234188589,0.652237807,0.265160042,0.91739785,0.36 -2385,1996/7/12,3.9,0,159.1257759,0,0,2.932621479,0.094921155,0.094921155,0.574557501,0.073688472,35.9226913,0.235350946,0.235350946,0.235350946,0.665964608,0.309039417,0.975004025,0.35328 -2386,1996/7/13,3.5,0,156.4382047,0,0,2.600408359,0.087162921,0.087162921,0.08236377,0.020747609,35.60751865,0.238681641,0.238681641,0.238681641,0.636218061,0.25942925,0.89564731,0.34608 -2387,1996/7/14,3.5,0.4,154.0791983,0,0,2.678226728,0.08077966,0.08077966,0.075924609,0.008667684,35.30606215,0.231432299,0.231432299,0.231432299,0.608813408,0.240099983,0.848913392,0.33912 -2388,1996/7/15,3.6,8.1,157.423229,4.5,3.433975741,3.6,0.089945022,1.15596928,0.497507612,0.031753589,35.41006254,0.22464692,0.22464692,0.22464692,0.618154142,0.256400508,0.87455465,0.33192 -2389,1996/7/16,3.1,0,155.0518927,0,0,2.287971701,0.083364634,0.083364634,0.616587724,0.079372326,35.61656565,0.226971544,0.226971544,0.226971544,0.637056162,0.30634387,0.943400031,0.32496 -2390,1996/7/17,2.9,0,152.855264,0,0,2.119010049,0.07761865,0.07761865,0.072757938,0.020860888,35.31164953,0.231638169,0.231638169,0.231638169,0.609312222,0.252499057,0.861811279,0.312 -2391,1996/7/18,3.3,0,150.397522,0,0,2.386171617,0.071570304,0.071570304,0.06746709,0.007696876,35.02014889,0.224771375,0.224771375,0.224771375,0.583739106,0.23246825,0.816207356,0.3 -2392,1996/7/19,3.6,0,147.7593514,0,0,2.572666439,0.06550418,0.06550418,0.062016555,0.007095217,34.74045987,0.218343839,0.218343839,0.218343839,0.560049411,0.225439056,0.785488466,0.288 -2393,1996/7/20,3.9,0,144.9485889,0,0,2.751260922,0.059501579,0.059501579,0.056582141,0.006490208,34.47132834,0.212301202,0.212301202,0.212301202,0.538014875,0.21879141,0.756806286,0.276 -2394,1996/7/21,4.2,0,141.9736501,0,0,2.921302124,0.053636667,0.053636667,0.051234201,0.005892221,34.21171553,0.206600349,0.206600349,0.206600349,0.517447367,0.212492569,0.729939936,0.264 -2395,1996/7/22,4.4,0,138.9113745,0,0,3.014183108,0.04809255,0.04809255,0.046082526,0.005311147,33.96080933,0.201205554,0.201205554,0.201205554,0.498194272,0.206516701,0.704710974,0.252 -2396,1996/7/23,4.7,4.5,138.72773,0,0,4.635869156,0.047775274,0.047775274,0.043157939,0.004867681,33.71979203,0.196088034,0.196088034,0.196088034,0.480263278,0.200955715,0.681218993,0.24 -2397,1996/7/24,4.2,0,135.8543763,0,0,2.830328345,0.043025399,0.043025399,0.041121076,0.004677011,33.48860418,0.191260413,0.191260413,0.191260413,0.463569334,0.195937424,0.659506758,0.2376 -2398,1996/7/25,3.7,0.1,133.4233894,0,0,2.491677878,0.039309057,0.039309057,0.037254537,0.004276989,33.26470622,0.186710028,0.186710028,0.186710028,0.447862525,0.190987017,0.638849542,0.23352 -2399,1996/7/26,3.4,0.4,131.4181167,0,0,2.368831689,0.03644099,0.03644099,0.034244981,0.003911784,33.04823106,0.182377352,0.182377352,0.182377352,0.433097492,0.186289136,0.619386629,0.21168 -2400,1996/7/27,3.2,0,129.3086905,0,0,2.075818907,0.033607303,0.033607303,0.031677305,0.003615727,32.83895713,0.178257063,0.178257063,0.178257063,0.419208297,0.181872791,0.601081087,0.1896 -2401,1996/7/28,3.7,0,126.9090326,0,0,2.369056797,0.030601125,0.030601125,0.029058835,0.003328167,32.63624609,0.174337467,0.174337467,0.174337467,0.406107347,0.177665634,0.58377298,0.17136 -2402,1996/7/29,4.3,0,124.1700908,0,0,2.711504661,0.027437076,0.027437076,0.0262909,0.003026118,32.43942478,0.170599864,0.170599864,0.170599864,0.39371207,0.173625982,0.567338052,0.162 -2403,1996/7/30,4.7,0,121.2330784,0,0,2.912671551,0.024340898,0.024340898,0.023470072,0.002713065,32.24796543,0.167025965,0.167025965,0.167025965,0.381955392,0.16973903,0.551694421,0.15264 -2404,1996/7/31,3.7,3.9,121.3798629,0.2,0.171273201,3.7,0.02448867,0.053215469,0.03331511,0.003104402,32.07339242,0.163601056,0.163601056,0.163601056,0.371489173,0.166705458,0.538194631,0.14352 -2405,1996/8/1,3.4,0,119.2815977,0,0,2.075822009,0.022443184,0.022443184,0.035735834,0.004305545,31.90786595,0.160522208,0.160522208,0.160522208,0.361784516,0.164827754,0.526612269, -2406,1996/8/2,3.8,0,116.9740536,0,0,2.287190113,0.020353991,0.020353991,0.019373428,0.002561397,31.7331144,0.157641348,0.157641348,0.157641348,0.351766321,0.160202744,0.511969066, -2407,1996/8/3,3.9,28.6,137.7028333,24.7,20.7748149,3.9,0.046035221,3.971220321,1.57930037,0.088781273,33.03485637,0.154640208,0.154640208,0.154640208,0.432198613,0.24342148,0.675620094, -2408,1996/8/4,3,12.6,145.3640714,9.6,7.721598136,3,0.060359976,1.93876184,2.771076682,0.30591238,35.36944572,0.178004697,0.178004697,0.178004697,0.61449203,0.483917078,1.098409108, -2409,1996/8/5,3.1,0,143.1434965,0,0,2.164689951,0.055884946,0.055884946,1.000963574,0.176518501,35.92982025,0.226061639,0.226061639,0.226061639,0.666650675,0.40258014,1.069230815, -2410,1996/8/6,2.9,0,141.0879048,0,0,2.003608659,0.051983057,0.051983057,0.048754819,0.027709934,35.5834314,0.238847466,0.238847466,0.238847466,0.633991143,0.2665574,0.900548544, -2411,1996/8/7,3,11,147.3975871,8,6.374387834,3,0.064705517,1.690317683,0.694088477,0.041205654,35.84945404,0.230884816,0.230884816,0.230884816,0.658950645,0.272090471,0.931041116, -2412,1996/8/8,2.7,4.3,148.5880819,1.6,1.257858312,2.7,0.067363542,0.409505229,1.015238659,0.121595171,36.3895165,0.236982837,0.236982837,0.236982837,0.712159043,0.358578008,1.07073705, -2413,1996/8/9,2.8,4.8,150.08178,2,1.56451956,2.8,0.070821479,0.506301919,0.406798934,0.058181411,36.33899682,0.249715202,0.249715202,0.249715202,0.70703381,0.307896612,1.014930422, -2414,1996/8/10,2.8,5.7,152.2585716,2.9,2.252905581,2.8,0.076113954,0.723208373,0.541371153,0.054249643,36.41419764,0.248503925,0.248503925,0.248503925,0.714674264,0.302753567,1.017427831, -2415,1996/8/11,2.8,0,150.1667256,0,0,2.020823652,0.071022319,0.071022319,0.393209718,0.055447173,36.3496081,0.250308496,0.250308496,0.250308496,0.708107751,0.305755668,1.013863419, -2416,1996/8/12,2.9,0,148.0279973,0,0,2.072626029,0.06610236,0.06610236,0.061976217,0.014686274,35.98806422,0.248757995,0.248757995,0.248757995,0.67227809,0.263444269,0.935722359, -2417,1996/8/13,3,0,145.8443362,0,0,2.122296484,0.061364542,0.061364542,0.057620217,0.00656427,35.64609193,0.240205356,0.240205356,0.240205356,0.639797859,0.246769626,0.886567485, -2418,1996/8/14,3.1,0.4,143.8958764,0,0,2.291089485,0.057370345,0.057370345,0.053649984,0.006104662,35.32183085,0.232310967,0.232310967,0.232310967,0.610222038,0.238415629,0.848637667, -2419,1996/8/15,3.2,0,141.6248654,0,0,2.218030485,0.052980563,0.052980563,0.049898912,0.005687789,35.01355674,0.224998284,0.224998284,0.224998284,0.583171301,0.230686073,0.813857373, -2420,1996/8/16,3.2,0,139.3830912,0,0,2.192858933,0.048915259,0.048915259,0.04607631,0.005260599,34.71952421,0.21820002,0.21820002,0.21820002,0.558308859,0.223460618,0.781769478, -2421,1996/8/17,3.2,0,137.1702391,0,0,2.167700777,0.045151247,0.045151247,0.042536576,0.004856854,34.43853459,0.211853752,0.211853752,0.211853752,0.535379954,0.216710607,0.75209056, -2422,1996/8/18,3.3,0,134.9195518,0,0,2.209122916,0.041564429,0.041564429,0.039218974,0.004480789,34.16950124,0.205913255,0.205913255,0.205913255,0.514165574,0.210394044,0.724559618, -2423,1996/8/19,3.4,0,132.6332278,0,0,2.24816583,0.038158119,0.038158119,0.036062157,0.004123979,33.91142558,0.200337948,0.200337948,0.200337948,0.49447577,0.204461928,0.698937698, -2424,1996/8/20,3.5,0,130.3135216,0,0,2.284771984,0.034934247,0.034934247,0.033068559,0.003785224,33.66343724,0.195091859,0.195091859,0.195091859,0.476148756,0.198877083,0.675025839, -2425,1996/8/21,3.7,0,127.8988512,0,0,2.382856577,0.031813848,0.031813848,0.030207956,0.003462956,33.42474538,0.190143983,0.190143983,0.190143983,0.459043798,0.193606939,0.652650736, -2426,1996/8/22,3.5,0.1,125.7093794,0,0,2.26029053,0.029181215,0.029181215,0.027592313,0.003160402,33.19475779,0.185466877,0.185466877,0.185466877,0.443046777,0.188627279,0.631674056, -2427,1996/8/23,3,24.4,143.2644012,21.4,17.61114331,3,0.056121544,3.844978232,1.533879175,0.086705643,34.37904792,0.181038627,0.181038627,0.181038627,0.530627675,0.26774427,0.798371946, -2428,1996/8/24,2.8,6.3,145.9879482,3.5,2.785214542,2.8,0.06166752,0.776452978,2.248110267,0.272139616,36.14426277,0.204671061,0.204671061,0.204671061,0.687566478,0.476810677,1.164377155, -2429,1996/8/25,2.7,16.5,156.6128302,13.8,10.712533,2.7,0.087651036,3.175118032,1.646516881,0.166486737,37.23227642,0.243874157,0.243874157,0.243874157,0.802377392,0.410360894,1.212738285, -2430,1996/8/26,2.8,0.1,154.5437769,0,0,2.087047158,0.08200616,0.08200616,1.635521965,0.221327886,38.21834972,0.270549383,0.270549383,0.270549383,0.919998041,0.49187727,1.41187531, -2431,1996/8/27,2.8,0,152.4255696,0,0,2.041674622,0.076532702,0.076532702,0.071642987,0.044561351,37.72679769,0.296469307,0.296469307,0.296469307,0.859664327,0.341030658,1.200694985, -2432,1996/8/28,2.8,0,150.3317987,0,0,2.02235693,0.071413912,0.071413912,0.066857003,0.00760547,37.27032404,0.283336669,0.283336669,0.283336669,0.806667327,0.290942139,1.097609466, -2433,1996/8/29,2.9,0,148.1911159,0,0,2.074215113,0.066467697,0.066467697,0.062318277,0.007093196,36.84442817,0.27151828,0.27151828,0.27151828,0.759732419,0.278611476,1.038343895, -2434,1996/8/30,2.9,0,146.0757727,0,0,2.05348977,0.061853392,0.061853392,0.05799782,0.006603824,36.44537673,0.260813072,0.260813072,0.260813072,0.71786234,0.267416897,0.985279237, -2435,1996/8/31,2.9,0,143.9854648,0,0,2.032758677,0.057549302,0.057549302,0.053967512,0.006145288,36.07012915,0.251059429,0.251059429,0.251059429,0.680274518,0.257204717,0.937479235, -2436,1996/9/1,3.1,0,141.7821446,0,0,2.150044588,0.053275623,0.053275623,0.050105846,0.005711888,35.71603139,0.242127949,0.242127949,0.242127949,0.646331553,0.247839837,0.894171391,0.38952 -2437,1996/9/2,3.3,0.3,139.6745456,0,0,2.358169753,0.049429183,0.049429183,0.046428336,0.005293539,35.38085137,0.233910205,0.233910205,0.233910205,0.615518558,0.239203744,0.854722302,0.36 -2438,1996/9/3,3,0,137.592671,0,0,2.036023394,0.045851252,0.045851252,0.043072628,0.00490975,35.06281559,0.226316887,0.226316887,0.226316887,0.587425294,0.231226637,0.81865193,0.32808 -2439,1996/9/4,3,7.3,141.0260301,4.3,3.485228165,3,0.051869086,0.866640921,0.365558979,0.0226436,35.06043204,0.219276323,0.219276323,0.219276323,0.587218856,0.241919922,0.829138779,0.228 -2440,1996/9/5,2,7.4,145.2852444,5.4,4.319410684,2,0.06019636,1.140785676,0.888291019,0.083000988,35.53812692,0.219224155,0.219224155,0.219224155,0.629820295,0.302225143,0.932045438,0.18384 -2441,1996/9/6,1.6,4,147.1202737,2.4,1.899127921,1.6,0.064098591,0.564970669,0.799203375,0.09820617,35.90310514,0.229857592,0.229857592,0.229857592,0.664082741,0.328063762,0.992146502,0.19536 -2442,1996/9/7,1.7,2.1,147.3709552,0.4,0.315328502,1.7,0.064647031,0.149318529,0.344250008,0.054164841,35.82861537,0.238226473,0.238226473,0.238226473,0.656966254,0.292391314,0.949357568, -2443,1996/9/8,1.9,0,145.9669163,0,0,1.342415834,0.061623074,0.061623074,0.09973832,0.017909245,35.53529444,0.236501048,0.236501048,0.236501048,0.629560294,0.254410293,0.883970586, -2444,1996/9/9,2.1,10.1,152.1549608,8,6.263899572,2.1,0.075855073,1.811955501,0.747014667,0.045616281,35.85282999,0.229793477,0.229793477,0.229793477,0.659272596,0.275409758,0.934682354, -2445,1996/9/10,2,0,150.6381465,0,0,1.444669009,0.072145225,0.072145225,0.943363293,0.122363058,36.32739324,0.237060955,0.237060955,0.237060955,0.705861005,0.359424013,1.065285018, -2446,1996/9/11,1.9,0,149.206206,0,0,1.363162876,0.06877771,0.06877771,0.0636002,0.027660331,35.96880666,0.248226307,0.248226307,0.248226307,0.670413079,0.275886638,0.946299717, -2447,1996/9/12,2.2,0,147.5739736,0,0,1.567138399,0.065093943,0.065093943,0.060444486,0.006836631,35.63064467,0.23975578,0.23975578,0.23975578,0.638362258,0.246592412,0.88495467, -2448,1996/9/13,2.5,0,145.7465605,0,0,1.766254177,0.061158947,0.061158947,0.057029836,0.00646647,35.31042999,0.231958805,0.231958805,0.231958805,0.609203319,0.238425276,0.847628594, -2449,1996/9/14,2.3,11.4,152.7886192,9.1,7.119508156,2.3,0.077449418,2.057941262,0.84396896,0.049991535,35.73137114,0.224744206,0.224744206,0.224744206,0.647772017,0.274735741,0.922507759, -2450,1996/9/15,1.9,22.5,168.076109,20.6,15.41232838,1.9,0.124838597,5.312510216,3.138022743,0.25368122,38.18754182,0.234262012,0.234262012,0.234262012,0.916114079,0.487943232,1.404057311, -2451,1996/9/16,1.9,2.5,168.3842811,0.6,0.434161081,1.9,0.125988998,0.291827918,2.797594491,0.382662395,40.09596872,0.295633704,0.295633704,0.295633704,1.184801298,0.678296098,1.863097396,1.23936 -2452,1996/9/17,2,15.4,177.6973254,13.4,9.478021829,2,0.164977509,4.086955681,1.762094807,0.171700666,40.8931484,0.35065535,0.35065535,0.35065535,1.315570473,0.522356016,1.837926489,1.15224 -2453,1996/9/18,1.7,10.9,183.7654854,9.2,6.263362402,1.7,0.195202373,3.131839971,3.30089513,0.342970332,42.87372128,0.375668606,0.375668606,0.375668606,1.695990857,0.718638938,2.414629795,1.41024 -2454,1996/9/19,1.7,0.1,182.2711673,0,0,1.406940297,0.187377802,0.187377802,1.655303001,0.259818193,43.20426099,0.44329937,0.44329937,0.44329937,1.76806266,0.703117563,2.471180223,2.2056 -2455,1996/9/20,1.9,0.4,180.8714802,0,0,1.619408243,0.180278861,0.180278861,0.165835236,0.053309629,42.25706579,0.455376921,0.455376921,0.455376921,1.568407358,0.50868655,2.077093908,1.54176 -2456,1996/9/21,1.7,3.9,182.176406,2.2,1.491815971,1.7,0.186890228,0.895074257,0.444665635,0.033801325,41.66855439,0.421381694,0.421381694,0.421381694,1.454558725,0.455183018,1.909741744,1.4832 -2457,1996/9/22,1.7,7.4,185.7850302,5.7,3.814815588,1.7,0.2061914,2.091375812,1.278223887,0.107335719,41.85764881,0.401196837,0.401196837,0.401196837,1.49032631,0.508532556,1.998858866,1.54032 -2458,1996/9/23,1.6,18.8,196.5625902,17.2,11.0511037,1.6,0.273543675,6.422439977,3.593435595,0.290094723,43.92420929,0.407605361,0.407605361,0.407605361,1.934480471,0.697700084,2.632180555,1.91592 -2459,1996/9/24,1.4,8.5,200.6223013,7.1,4.362784188,1.4,0.303073062,3.040288874,4.443912641,0.516924607,46.27178887,0.482493887,0.482493887,0.482493887,2.57882695,0.999418494,3.578245444,3.22272 -2460,1996/9/25,1.3,1.2,200.2360861,0,0,1.286056857,0.300158347,0.300158347,1.653638163,0.283773161,46.00687124,0.578941919,0.578941919,0.578941919,2.49749771,0.862715081,3.360212791,2.9076 -2461,1996/9/26,1.5,12.7,206.5543146,11.2,6.669001173,1.5,0.350772703,4.88177153,2.080331486,0.162899654,46.12205806,0.567423647,0.567423647,0.567423647,2.532568316,0.730323302,3.262891618,2.87184 -2462,1996/9/27,1.8,0.4,204.9947088,0,0,1.621920226,0.337685601,0.337685601,2.598232245,0.334398306,46.60737994,0.572411508,0.572411508,0.572411508,2.685321875,0.906809814,3.592131689,3.468 -2463,1996/9/28,2,0,202.9362601,0,0,1.737432624,0.321015999,0.321015999,0.297330896,0.086996669,45.22705906,0.593771565,0.593771565,0.593771565,2.271423335,0.680768234,2.952191569,3.4152 -2464,1996/9/29,1.8,4.2,204.0350471,2.4,1.42861669,1.8,0.32982976,1.30121307,0.676188887,0.053813468,44.38863854,0.534468607,0.534468607,0.534468607,2.049078018,0.588282076,2.637360094,2.39088 -2465,1996/9/30,1.8,0.3,202.4175733,0,0,1.600552088,0.316921691,0.316921691,0.78219958,0.096955542,43.77300369,0.500586773,0.500586773,0.500586773,1.898421201,0.597542315,2.495963516,2.31888 -2466,1996/10/1,1.7,14.6,209.5857596,12.9,7.545562153,1.7,0.377375884,5.731813731,2.424645811,0.162157629,44.57707856,0.476705545,0.476705545,0.476705545,2.097276488,0.638863174,2.736139662,2.59776 -2467,1996/10/2,1.4,7.6,212.6770548,6.2,3.497445376,1.4,0.406150158,3.108704782,4.122245532,0.451739971,46.54285093,0.508064198,0.508064198,0.508064198,2.664537362,0.959804169,3.624341532,2.70648 -2468,1996/10/3,1.2,1.4,212.3853643,0.2,0.111671504,1.2,0.403362012,0.491690509,1.763855539,0.284364828,46.30760113,0.590899224,0.590899224,0.590899224,2.590004565,0.875264052,3.465268617,2.28744 -2469,1996/10/4,1.2,32.2,228.0668632,31,16.25835162,1.2,0.576852642,15.31850102,6.300573608,0.405482161,49.43154542,0.580511699,0.580511699,0.580511699,3.757141015,0.98599386,4.743134875,2.73888 -2470,1996/10/5,1.3,24,237.975357,22.7,10.62286642,1.3,0.71437267,12.79150625,12.78823844,1.301512291,55.39132952,0.729529137,0.729529137,0.729529137,7.557983473,2.031041428,9.589024901,5.49264 -2471,1996/10/6,1.1,0.8,236.9954752,0,0,1.080182161,0.699699658,0.699699658,6.734899391,1.0435406,55.52976806,1.086611371,1.086611371,1.086611371,7.683072221,2.130151972,9.813224192,9.81528 -2472,1996/10/7,1,0.3,235.662901,0,0,0.952438149,0.68013605,0.68013605,0.622000121,0.212154118,52.10743909,1.096146221,1.096146221,1.096146221,5.140475318,1.308300339,6.448775657,8.60736 -2473,1996/10/8,1.1,3.9,236.2484394,2.8,1.274215786,1.1,0.688677335,2.214461548,1.218332294,0.101922694,50.12630978,0.877358395,0.877358395,0.877358395,4.076819993,0.979281089,5.056101082,6.39768 -2474,1996/10/9,1.4,0.3,234.5605723,0,0,1.323579178,0.664287957,0.664287957,1.380543916,0.16932382,48.78971744,0.766051648,0.766051648,0.766051648,3.483187911,0.935375467,4.418563378,5.30808 -2475,1996/10/10,1.4,0,232.6249103,0,0,1.298482374,0.637179643,0.637179643,0.587148688,0.084116891,47.19293008,0.696910557,0.696910557,0.696910557,2.880846601,0.781027447,3.661874048,4.14864 -2476,1996/10/11,1.3,0,230.8107602,0,0,1.2015612,0.612588906,0.612588906,0.563745898,0.063497936,45.90894047,0.620293573,0.620293573,0.620293573,2.468029077,0.683791509,3.151820586,3.71784 -2477,1996/10/12,1.4,0,228.9333399,0,0,1.289469104,0.587951146,0.587951146,0.541595656,0.061008137,44.8459413,0.563207497,0.563207497,0.563207497,2.167802326,0.624215634,2.79201796,3.40488 -2478,1996/10/13,1.1,0,227.3557025,0,0,1.009767291,0.567870123,0.567870123,0.521222033,0.058644935,43.9462473,0.518870509,0.518870509,0.518870509,1.939786545,0.577515444,2.517301989,2.68248 -2479,1996/10/14,1.1,0,225.8004461,0,0,1.006638331,0.548618084,0.548618084,0.503476643,0.056601285,43.17212624,0.483341701,0.483341701,0.483341701,1.760939402,0.539942986,2.300882389,1.77552 -2480,1996/10/15,1.1,0,224.2667931,0,0,1.003501611,0.530151384,0.530151384,0.486460095,0.054683542,42.49597759,0.454192561,0.454192561,0.454192561,1.616801304,0.508876103,2.125677407,1.59792 -2481,1996/10/16,1,0,222.8438234,0,0,0.909501749,0.513467986,0.513467986,0.470544646,0.052866752,41.89820483,0.429779175,0.429779175,0.429779175,1.498096582,0.482645927,1.980742509,1.34376 -2482,1996/10/17,1.2,0,221.2604559,0,0,1.08796415,0.495403282,0.495403282,0.454983836,0.05114706,41.36370965,0.408989292,0.408989292,0.408989292,1.39846831,0.460136352,1.858604662,0.82896 -2483,1996/10/18,1.5,0,219.4302978,0,0,1.354994477,0.475163662,0.475163662,0.437866296,0.049309141,40.87938255,0.391017474,0.391017474,0.391017474,1.313210873,0.440326615,1.753537489,1.23192 -2484,1996/10/19,1.5,12.5,224.5911256,11,5.69484211,1.5,0.534014326,5.839172216,2.546959586,0.165494692,42.23713935,0.375226177,0.375226177,0.375226177,1.564428961,0.540720869,2.10514983,1.134 -2485,1996/10/20,1.1,1,223.9733621,0,0,1.091087614,0.526675897,0.526675897,3.156294966,0.404044093,43.88826669,0.42068664,0.42068664,0.42068664,1.925854268,0.824730734,2.750585002,1.36296 -2486,1996/10/21,0.9,0.2,222.8236822,0,0,0.83644496,0.513234915,0.513234915,0.468697781,0.11502938,43.09428797,0.481113436,0.481113436,0.481113436,1.74378993,0.596142816,2.339932746,0.96264 -2487,1996/10/22,1,0,221.4197137,0,0,0.906771661,0.497196785,0.497196785,0.455574768,0.051129994,42.4033167,0.451332872,0.451332872,0.451332872,1.597878913,0.502462866,2.10034178,0.76152 -2488,1996/10/23,1.2,0,219.8552294,0,0,1.084681787,0.479802562,0.479802562,0.440604661,0.049527046,41.79250992,0.426508194,0.426508194,0.426508194,1.477919633,0.47603524,1.953954872,0.7476 -2489,1996/10/24,1.3,0.5,218.6673397,0,0,1.220964569,0.46692515,0.46692515,0.426734447,0.047902761,41.24711628,0.405389572,0.405389572,0.405389572,1.37751766,0.453292333,1.830809992,0.83256 -2490,1996/10/25,1.3,16,225.7166854,14.7,7.596942039,1.3,0.547596344,7.650654306,3.258513998,0.204526746,43.13914818,0.387173435,0.387173435,0.387173435,1.753655541,0.591700181,2.345355721,0.8988 -2491,1996/10/26,1,1.8,225.5723794,0.8,0.401533665,1,0.545839647,0.944305982,4.235919819,0.53313519,45.48420927,0.45297941,0.45297941,0.45297941,2.343838137,0.986114599,3.329952736,1.11096 -2492,1996/10/27,0.9,0,224.2219412,0,0,0.820819235,0.529618953,0.529618953,0.686033094,0.164424489,44.60970026,0.545180426,0.545180426,0.545180426,2.105722526,0.709604914,2.815327441,1.14288 -2493,1996/10/28,0.7,0,223.0690888,0,0,0.636771904,0.516080543,0.516080543,0.471308038,0.057555655,43.70741002,0.509366702,0.509366702,0.509366702,1.882964978,0.566922357,2.449887335,1.02336 -2494,1996/10/29,0.8,0,221.841191,0,0,0.725929238,0.501968525,0.501968525,0.458896838,0.051457984,42.93200818,0.47421003,0.47421003,0.47421003,1.708508712,0.525668014,2.234176726,0.96912 -2495,1996/10/30,1.1,0,220.360542,0,0,0.995282729,0.485366311,0.485366311,0.445212149,0.049998887,42.25469838,0.445412289,0.445412289,0.445412289,1.567934233,0.495411176,2.063345409,0.99144 -2496,1996/10/31,1,0,218.9881485,0,0,0.902018244,0.470375165,0.470375165,0.430906688,0.048403398,41.65489915,0.421299073,0.421299073,0.421299073,1.452004996,0.469702472,1.921707468,0.93744 -2497,1996/11/1,0.9,0,217.7218066,0,0,0.809467,0.456874989,0.456874989,0.418003737,0.046918009,41.11885452,0.400736858,0.400736858,0.400736858,1.354785219,0.447654867,1.802440086,0.97848 -2498,1996/11/2,1,13.2,223.5872886,12.2,6.387613164,1,0.52213108,6.334517916,2.733436005,0.174860575,42.59750656,0.382975957,0.382975957,0.382975957,1.637759925,0.557836532,2.195596457,0.88488 -2499,1996/11/3,0.7,0.2,222.6220567,0,0,0.654325536,0.510906411,0.510906411,3.400165186,0.436301811,44.38332266,0.433383734,0.433383734,0.433383734,2.047732819,0.869685546,2.917418365,1.01568 -2500,1996/11/4,0.6,0.4,221.9375759,0,0,0.58141591,0.503064902,0.503064902,0.456717589,0.11960355,43.50454991,0.500376982,0.500376982,0.500376982,1.835867319,0.619980532,2.455847851,1.03176 -2501,1996/11/5,0.7,18.2,230.0823307,17.5,8.747687603,0.7,0.602932802,9.355245199,3.950242494,0.24470371,45.55671429,0.466551256,0.466551256,0.466551256,2.364629374,0.711254966,3.07588434,1.06128 -2502,1996/11/6,0.9,1.5,229.7730995,0.6,0.289639711,0.9,0.598870859,0.909231147,5.082712079,0.645730684,48.01140063,0.548228187,0.548228187,0.548228187,3.176253925,1.193958871,4.370212796,1.63272 -2503,1996/11/7,1,0,228.2740622,0,0,0.919546229,0.579491131,0.579491131,0.68802819,0.183299604,46.65684365,0.658769218,0.658769218,0.658769218,2.701354382,0.842068822,3.543423204,1.66944 -2504,1996/11/8,1.2,0,226.6153773,0,0,1.100045646,0.5586392,0.5586392,0.513303435,0.061380458,45.43601688,0.595980056,0.595980056,0.595980056,2.330110268,0.657360514,2.987470782,1.47984 -2505,1996/11/9,1.2,0,224.9802699,0,0,1.096428329,0.538679067,0.538679067,0.494889046,0.055671742,44.41763717,0.543161358,0.543161358,0.543161358,2.056430114,0.5988331,2.655263214,1.1796 -2506,1996/11/10,1,0,223.5477658,0,0,0.910836537,0.521667607,0.521667607,0.478089943,0.053729934,43.55091954,0.501732306,0.501732306,0.501732306,1.846539873,0.555462239,2.402002113,1.18224 -2507,1996/11/11,0.9,0,222.2240218,0,0,0.817409359,0.506334597,0.506334597,0.463442783,0.052030852,42.8019652,0.468294045,0.468294045,0.468294045,1.680691168,0.520324897,2.201016065,1.17216 -2508,1996/11/12,0.8,0,221.0068247,0,0,0.724639397,0.492557728,0.492557728,0.450257903,0.050511912,42.14648962,0.440708033,0.440708033,0.440708033,1.546441523,0.491219944,2.037661467,1.18872 -2509,1996/11/13,0.8,0,219.8048124,0,0,0.722762016,0.479250273,0.479250273,0.438044186,0.049126174,41.56650135,0.417535024,0.417535024,0.417535024,1.435567475,0.466661198,1.902228673,1.13424 -2510,1996/11/14,0.7,19.3,228.6631813,18.6,9.44284134,0.7,0.584472462,9.741631122,4.090878995,0.251390586,44.08231382,0.397768267,0.397768267,0.397768267,1.972834792,0.649158853,2.621993645,1.24944 -2511,1996/11/15,0.5,6.6,230.9950552,6.1,2.946925492,0.5,0.615051563,3.768126071,6.40734426,0.733802681,47.85904205,0.488599839,0.488599839,0.488599839,3.119215868,1.22240252,4.341618389,1.86336 -2512,1996/11/16,0.6,5.5,232.67974,4.9,2.322619796,0.6,0.637935045,3.215315248,3.172898589,0.435131435,48.36931807,0.651481351,0.651481351,0.651481351,3.314103919,1.086612786,4.400716705,1.77384 -2513,1996/11/17,0.5,0.7,232.1434505,0.2,0.094287911,0.5,0.630577348,0.736289437,1.914324005,0.273637141,47.8455496,0.676118562,0.676118562,0.676118562,3.114211039,0.949755703,4.063966741,1.86744 -2514,1996/11/18,0.6,0.8,231.6148329,0.2,0.094774329,0.6,0.62339195,0.72861762,0.659629352,0.102698767,46.50394158,0.650838746,0.650838746,0.650838746,2.652076125,0.753537514,3.405613639,1.89912 -2515,1996/11/19,0.6,9.3,235.0085794,8.7,4.064439125,0.6,0.670692623,5.306253498,2.464373394,0.173431042,46.80694259,0.58917208,0.58917208,0.58917208,2.750544462,0.762603122,3.513147584,1.71216 -2516,1996/11/20,0.5,3.4,235.6566361,2.9,1.328101847,0.5,0.680045128,2.251943281,3.568874313,0.409593893,47.85924383,0.602717695,0.602717695,0.602717695,3.11929077,1.012311588,4.131602358,2.28888 -2517,1996/11/21,0.6,1.7,235.4817052,1.1,0.502579375,0.6,0.677510303,1.274930928,1.640732681,0.23977227,47.25065279,0.651490964,0.651490964,0.651490964,2.900814684,0.891263234,3.792077917,2.69568 -2518,1996/11/22,0.9,0.2,234.1722312,0,0,0.850697795,0.658776224,0.658776224,0.90399594,0.125491681,46.21607623,0.622953066,0.622953066,0.622953066,2.561525559,0.748444747,3.309970305,2.1756 -2519,1996/11/23,0.9,0.3,232.9737573,0,0,0.856475824,0.641998106,0.641998106,0.586269575,0.07277643,45.13331977,0.576505867,0.576505867,0.576505867,2.245531909,0.649282297,2.894814206,2.12712 -2520,1996/11/24,0.8,0,231.6102104,0,0,0.740217498,0.623329408,0.623329408,0.570422304,0.063987934,44.22605333,0.530601483,0.530601483,0.530601483,2.008290219,0.594589418,2.602879637,2.0808 -2521,1996/11/25,0.7,5.3,233.1351686,4.6,2.169195801,0.7,0.644237516,3.075041716,1.529664567,0.116368048,44.2385238,0.494198737,0.494198737,0.494198737,2.011392841,0.610566786,2.621959627,1.9008 -2522,1996/11/26,0.5,14.9,238.9491873,14.4,6.54321841,0.5,0.729199779,8.585981369,4.944902045,0.399552915,46.8974957,0.494686633,0.494686633,0.494686633,2.78061678,0.894239548,3.674856329,2.496 -2523,1996/11/27,0.3,0,237.9544813,0,0,0.280648414,0.714057508,0.714057508,4.617196884,0.620812884,48.6822807,0.606808654,0.606808654,0.606808654,3.439220532,1.227621537,4.666842069,3.52032 -2524,1996/11/28,0.4,0,236.8829187,0,0,0.373532782,0.698029881,0.698029881,0.636319247,0.163897248,47.14558933,0.691554146,0.691554146,0.691554146,2.864564767,0.855451394,3.720016161,2.4996 -2525,1996/11/29,0.5,0,235.7357136,0,0,0.466011606,0.6811935,0.6811935,0.621574846,0.069622481,45.91533813,0.618118474,0.618118474,0.618118474,2.469944521,0.687740955,3.157685477,2.41368 -2526,1996/11/30,0.8,2,235.6041364,1.2,0.547706423,0.8,0.679283583,1.33157716,0.870039811,0.082593813,45.10978645,0.563482246,0.563482246,0.563482246,2.239073731,0.646076059,2.88514979,2.418 -2527,1996/12/1,0.5,24.1,245.0182031,23.6,10.24136367,0.5,0.827296947,14.18593328,6.277157594,0.407639169,48.53627184,0.529633787,0.529633787,0.529633787,3.380305991,0.937272955,4.317578946,3.43344 -2528,1996/12/2,0.3,0,243.9258758,0,0,0.283429101,0.808898226,0.808898226,7.482091711,0.973361465,51.76426994,0.684321891,0.684321891,0.684321891,4.938415505,1.657683356,6.596098861,4.54344 -2529,1996/12/3,0.3,3.2,244.3181424,2.9,1.207733616,0.3,0.815467019,2.507733403,1.399215794,0.275950988,50.00269358,0.857300959,0.857300959,0.857300959,4.018093108,1.133251947,5.151345055,3.60288 -2530,1996/12/4,0.4,0.5,243.5571181,0.1,0.041737764,0.4,0.802762093,0.861024329,1.606347544,0.1945918,48.85735964,0.759459961,0.759459961,0.759459961,3.511141454,0.954051761,4.465193214,3.17232 -2531,1996/12/5,0.4,0,242.3964146,0,0,0.377010904,0.783692581,0.783692581,0.74436821,0.103826694,47.36224493,0.700298117,0.700298117,0.700298117,2.939781035,0.80412481,3.743905845,2.90856 -2532,1996/12/6,0.5,0,241.1622438,0,0,0.470352259,0.763818527,0.763818527,0.697471093,0.078845111,46.14746853,0.628117597,0.628117597,0.628117597,2.540365084,0.706962708,3.247327792,2.49792 -2533,1996/12/7,0.4,0,240.0405791,0,0,0.375554124,0.746110602,0.746110602,0.68044028,0.076227582,45.15102351,0.573516043,0.573516043,0.573516043,2.250401344,0.649743626,2.90014497,2.27112 -2534,1996/12/8,0.4,0,238.9367143,0,0,0.374856443,0.729008316,0.729008316,0.664742435,0.074444535,44.31626499,0.531330298,0.531330298,0.531330298,2.03083125,0.605774834,2.636606084,2.0928 -2535,1996/12/9,0.4,0,237.8500712,0,0,0.374160252,0.712482901,0.712482901,0.649578298,0.072739826,43.60461263,0.49773595,0.49773595,0.49773595,1.858966617,0.570475776,2.429442393,1.77696 -2536,1996/12/10,0.3,0,236.8720801,0,0,0.280121774,0.697869261,0.697869261,0.635460765,0.071122443,42.98946374,0.470317888,0.470317888,0.470317888,1.720927541,0.541440332,2.262367872,1.87056 -2537,1996/12/11,0.2,0,236.0005821,0,0,0.186446657,0.685051339,0.685051339,0.623017975,0.069677947,42.45215575,0.447502102,0.447502102,0.447502102,1.607828064,0.517180049,2.125008113,1.79016 -2538,1996/12/12,0.3,0,235.0500742,0,0,0.279219639,0.671288336,0.671288336,0.611108446,0.068354231,41.97800519,0.428230015,0.428230015,0.428230015,1.513489024,0.496584246,2.01007327,1.71072 -2539,1996/12/13,0.4,4.9,236.411437,4.5,2.052433163,0.4,0.691070305,3.138637142,1.57900556,0.121449303,42.37632867,0.411722188,0.411722188,0.411722188,1.592404266,0.533171491,2.125575758,1.66608 -2540,1996/12/14,0.4,0,235.363109,0,0,0.372531858,0.675796127,0.675796127,1.851708301,0.230704124,42.94276754,0.425558855,0.425558855,0.425558855,1.71082829,0.65626298,2.36709127,1.66224 -2541,1996/12/15,0.3,1.9,235.4188458,1.6,0.732338041,0.3,0.676601304,1.544263263,0.951346653,0.115689735,42.68409498,0.445803104,0.445803104,0.445803104,1.655822315,0.561492839,2.217315154,1.43712 -2542,1996/12/16,0.4,4.6,236.6343466,4.2,1.909854489,0.4,0.694353686,2.984499197,1.958872109,0.175796537,43.29183717,0.43647488,0.43647488,0.43647488,1.787604795,0.612271417,2.399876212,1.43856 -2543,1996/12/17,0.4,5.3,238.1151787,4.9,2.197318538,0.4,0.71648646,3.419167922,2.857786213,0.291004464,44.52450953,0.458615829,0.458615829,0.458615829,2.083729685,0.749620292,2.833349977,1.64136 -2544,1996/12/18,0.3,4.4,239.1961887,4.1,1.814009694,0.3,0.732999672,3.018989978,2.919141301,0.328006413,45.57866454,0.505970256,0.505970256,0.505970256,2.370956551,0.833976669,3.20493322,1.86048 -2545,1996/12/19,0.2,1.1,238.8649281,0.9,0.396646595,0.2,0.727907167,1.231260571,2.010761512,0.267378328,45.72503729,0.549153264,0.549153264,0.549153264,2.41354202,0.816531592,3.230073613,1.81464 -2546,1996/12/20,0.4,8.5,241.6164264,8.1,3.522582807,0.4,0.771084466,5.348501659,2.734850699,0.234584126,46.3971047,0.55535057,0.55535057,0.55535057,2.618133863,0.789934696,3.408068559,1.80144 -2547,1996/12/21,0.4,0.4,240.8574529,0,0,0.4,0.758973564,0.758973564,3.000335213,0.38555079,47.12453669,0.584448252,0.584448252,0.584448252,2.857351478,0.969999042,3.82735052,2.05488 -2548,1996/12/22,0.1,0,240.0178347,0,0,0.093863196,0.745754988,0.745754988,0.677853548,0.12973718,45.94169363,0.617152951,0.617152951,0.617152951,2.477849559,0.746890131,3.22473969,2.12448 -2549,1996/12/23,0.2,0,239.0988834,0,0,0.187450464,0.731500818,0.731500818,0.665547668,0.074418541,44.97063046,0.564615098,0.564615098,0.564615098,2.201225932,0.63903364,2.840259572,2.11944 -2550,1996/12/24,0.3,4.1,240.0182581,3.8,1.66513627,0.3,0.745761606,2.880625337,1.50746682,0.120491345,44.83669313,0.523937399,0.523937399,0.523937399,2.165341551,0.644428744,2.809770295,2.03688 -2551,1996/12/25,0.2,2.8,240.3979102,2.6,1.131367638,0.2,0.751715535,2.220347897,2.331688038,0.24822229,45.37425422,0.518496099,0.518496099,0.518496099,2.312623042,0.766718388,3.079341431,2.21472 -2552,1996/12/26,0.3,5.2,241.7369473,4.9,2.112059,0.3,0.773021866,3.560962866,2.52798816,0.25924871,45.95959267,0.540581567,0.540581567,0.540581567,2.483231279,0.799830277,3.283061556,1.96248 -2553,1996/12/27,0.2,0.5,241.1028991,0.3,0.128825009,0.2,0.762873232,0.934048224,2.166976182,0.282624261,46.15062051,0.565385389,0.565385389,0.565385389,2.541333736,0.848009651,3.389343386,1.9704 -2554,1996/12/28,0.2,0,240.1670213,0,0,0.187787751,0.748090051,0.748090051,0.767171564,0.120305513,45.22155074,0.573653158,0.573653158,0.573653158,2.269894493,0.693958671,2.963853164,2.14272 -2555,1996/12/29,0.1,0,239.3380757,0,0,0.093755877,0.735189683,0.735189683,0.668184111,0.076719094,44.37767191,0.534240812,0.534240812,0.534240812,2.046303745,0.610959906,2.657263652,2.016 -2556,1996/12/30,0,0,238.614007,0,0,0,0.724068744,0.724068744,0.65727683,0.073427032,43.66262626,0.500154045,0.500154045,0.500154045,1.872476527,0.573581077,2.446057604,1.968 -2557,1996/12/31,0,6.6,240.7448007,6.6,2.887982805,0,0.757189126,4.469206321,2.131360488,0.154743556,44.25179818,0.472511599,0.472511599,0.472511599,2.014700172,0.627255155,2.641955327,1.596 -2558,1997/1/1,0.2,5.1,242.0705306,4.9,2.104134688,0.2,0.778404769,3.57427008,3.668697521,0.383105936,45.93873965,0.49520636,0.49520636,0.49520636,2.476962405,0.878312296,3.355274701,1.92 -2559,1997/1/2,0.1,4.7,243.2214867,4.6,1.948165993,0.1,0.797209873,3.44904388,3.16736629,0.365233472,46.89185819,0.564488045,0.564488045,0.564488045,2.7787358,0.929721517,3.708457317,1.7256 -2560,1997/1/3,0,1.1,242.8934256,1.1,0.463751738,0,0.791812859,1.428061121,2.305651939,0.30202099,46.99180558,0.606553388,0.606553388,0.606553388,2.812257938,0.908574378,3.720832316,1.7256 -2561,1997/1/4,0,5.3,244.2987181,5.3,2.220433212,0,0.815140735,3.894707523,2.259823529,0.220784795,47.03564184,0.611090379,0.611090379,0.611090379,2.827077644,0.831875173,3.658952818,1.8216 -2562,1997/1/5,0,0.1,243.5380198,0.1,0.041747025,0,0.802445323,0.860698298,2.306503863,0.293782364,47.10467276,0.613087899,0.613087899,0.613087899,2.850560846,0.906870263,3.757431109, -2563,1997/1/6,0,1.3,243.2856107,1.3,0.545859153,0,0.79826825,1.552409097,1.04792242,0.137036657,46.20938375,0.616242932,0.616242932,0.616242932,2.559454364,0.75327959,3.312733954, -2564,1997/1/7,0,3,243.7380162,3,1.258173046,0,0.805767531,2.547594484,1.79036451,0.168926998,46.06179677,0.576213729,0.576213729,0.576213729,2.514165217,0.745140727,3.259305943, -2565,1997/1/8,0,0.4,243.1105706,0.4,0.16793623,0,0.795381855,1.027445625,1.69222628,0.209654905,45.86801365,0.569798163,0.569798163,0.569798163,2.455807557,0.779453068,3.235260625, -2566,1997/1/9,0,2.1,243.1980926,2.1,0.884346051,0,0.796824031,2.01247798,1.313885948,0.142294963,45.41827658,0.561452149,0.561452149,0.561452149,2.325075169,0.703747112,3.028822281, -2567,1997/1/10,0,1.7,243.1184559,1.7,0.715875047,0,0.795511703,1.779636655,1.719234851,0.184519297,45.36883621,0.542419458,0.542419458,0.542419458,2.311094678,0.726938755,3.038033433, -2568,1997/1/11,0,0,242.3357499,0,0,0,0.782706044,0.782706044,1.207787053,0.158827337,44.92739466,0.540355678,0.540355678,0.540355678,2.189584288,0.699183015,2.888767303, -2569,1997/1/12,0,0.4,241.7333807,0.4,0.170595322,0,0.772964476,1.002369154,0.79122401,0.094850242,44.23121999,0.522176477,0.522176477,0.522176477,2.009575153,0.617026719,2.626601872, -2570,1997/1/13,0,1,241.3945771,1,0.428724779,0,0.767528426,1.338803647,1.035057014,0.105030895,43.84513099,0.494400837,0.494400837,0.494400837,1.915546854,0.599431731,2.514978585, 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-2596,1997/2/8,0.8,3.7,231.3321311,2.9,1.386432226,0.8,0.619576391,2.133144165,1.150449261,0.094564044,40.91919217,0.370089344,0.370089344,0.370089344,1.320044656,0.464653388,1.784698044,2.0136 -2597,1997/2/9,0.7,1.3,231.0032356,0.6,0.286265527,0.7,0.615161059,0.928895531,1.444032741,0.168908974,41.34469818,0.37650666,0.37650666,0.37650666,1.395033394,0.545415633,1.940449027,2.124 -2598,1997/2/10,0.5,7.3,233.5621975,6.8,3.209154312,0.5,0.650192445,4.241038133,2.144628881,0.179794054,42.30225375,0.390388821,0.390388821,0.390388821,1.577462132,0.570182876,2.147645008,1.92 -2599,1997/2/11,0.4,0.9,233.1512888,0.5,0.233552901,0.4,0.644461512,0.910908611,2.501204687,0.311943636,43.41174782,0.422960932,0.422960932,0.422960932,1.81467155,0.734904568,2.549576118,2.424 -2600,1997/2/12,0.3,11.3,237.4809219,11,5.036571284,0.3,0.706938192,6.670366908,3.095371672,0.256786895,44.81153629,0.463077237,0.463077237,0.463077237,2.158660438,0.719864132,2.87852457,2.124 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-2621,1997/3/5,0.6,3.1,244.382397,2.5,1.039370179,0.6,0.816547099,2.27717692,1.310096548,0.137895645,45.31427164,0.556147741,0.556147741,0.556147741,2.295753319,0.694043386,2.989796704,1.8216 -2622,1997/3/6,0.6,0.2,243.2079086,0,0,0.57750255,0.796985909,0.796985909,1.464637768,0.177956537,45.08476768,0.538084517,0.538084517,0.538084517,2.232226242,0.716041055,2.948267296,1.632 -2623,1997/3/7,0.5,6,244.6813136,5.5,2.294991917,0.5,0.821586884,4.026594967,1.993301335,0.168046011,45.31165537,0.528606391,0.528606391,0.528606391,2.295020042,0.696652402,2.991672444,1.8216 -2624,1997/3/8,0.6,0,243.3161064,0,0,0.566435235,0.798771984,0.798771984,2.348627014,0.293718356,45.77115567,0.537975791,0.537975791,0.537975791,2.427102505,0.831694146,3.258796651,2.22 -2625,1997/3/9,0.7,0,241.8813902,0,0,0.659367159,0.775348987,0.775348987,0.709640373,0.117432773,44.86518007,0.55731349,0.55731349,0.55731349,2.172929463,0.674746263,2.847675726,1.7256 -2626,1997/3/10,0.7,1.6,241.4975287,0.9,0.385315519,0.7,0.769176998,1.283861479,0.898726646,0.088972986,44.26545009,0.519650005,0.519650005,0.519650005,2.018106624,0.608622991,2.626729615,1.3656 -2627,1997/3/11,0.7,5.9,242.9184083,5.2,2.213102421,0.7,0.792222817,3.779120396,2.14134862,0.177159419,44.75802858,0.495741274,0.495741274,0.495741274,2.144511407,0.672900694,2.8174121,1.5456 -2628,1997/3/12,0.5,0,241.6756249,0,0,0.470747858,0.772035604,0.772035604,2.213113257,0.282477175,45.21764892,0.515319178,0.515319178,0.515319178,2.268812099,0.797796353,3.066608452,1.8216 -2629,1997/3/13,0.3,0,240.638197,0,0,0.281924269,0.755503616,0.755503616,0.68830026,0.112306954,44.39048358,0.534079495,0.534079495,0.534079495,2.049545095,0.646386449,2.695931544,1.7256 -2630,1997/3/14,0.6,1.5,240.2789287,0.9,0.390577221,0.6,0.749845489,1.259268268,0.878989948,0.08680296,43.85276555,0.500659601,0.500659601,0.500659601,1.91736758,0.587462561,2.504830141,1.632 -2631,1997/3/15,0.6,2.3,240.2684782,1.7,0.739230887,0.6,0.749681416,1.710450529,1.311602894,0.129888759,43.75091691,0.479752711,0.479752711,0.479752711,1.893204241,0.60964147,2.502845711,1.632 -2632,1997/3/16,0.5,3.4,240.7685488,2.9,1.257635669,0.5,0.757565021,2.399929353,1.811817557,0.180857757,44.06901571,0.475864207,0.475864207,0.475864207,1.969582966,0.656721964,2.62630493,1.5456 -2633,1997/3/17,0.3,6,242.4267922,5.7,2.44243028,0.3,0.784186962,4.041756682,2.808620049,0.267899113,45.12301733,0.488084156,0.488084156,0.488084156,2.242702582,0.755983268,2.99868585,1.452 -2634,1997/3/18,0.3,1.5,242.1572849,1.2,0.510302397,0.3,0.779809631,1.469507234,2.621288746,0.328350983,45.82998346,0.530177689,0.530177689,0.530177689,2.444500309,0.858528672,3.303028981,1.452 -2635,1997/3/19,0.1,0,241.2972497,0,0,0.094062714,0.765972537,0.765972537,1.044590897,0.161845925,45.17687108,0.559824543,0.559824543,0.559824543,2.257527824,0.721670469,2.979198292,1.5456 -2636,1997/3/20,0.4,0.2,240.3583093,0,0,0.387847679,0.751092706,0.751092706,0.683496265,0.084568311,44.35275111,0.532395656,0.532395656,0.532395656,2.040011891,0.616963967,2.656975858,1.452 -2637,1997/3/21,1,1.6,239.8761229,0.6,0.261355974,1,0.743542365,1.082186391,0.806798071,0.082552267,43.76272833,0.499171699,0.499171699,0.499171699,1.895992546,0.581723966,2.477716513,1.5456 -2638,1997/3/22,1.1,3.2,240.0461871,2.1,0.916262505,1.1,0.746198306,1.929935801,1.308912336,0.122921708,43.67304312,0.476314,0.476314,0.476314,1.874911543,0.599235709,2.474147252,1.632 -2639,1997/3/23,1.1,1,239.2190972,0,0,1.093737,0.733352906,0.733352906,1.264173941,0.156730165,43.56120801,0.472906271,0.472906271,0.472906271,1.848915325,0.629636437,2.478551762,1.7256 -2640,1997/3/24,1.1,2.2,238.9739634,1.1,0.484446437,1.1,0.729580219,1.345133782,0.901731369,0.100876629,43.17094312,0.468681363,0.468681363,0.468681363,1.760677625,0.569557992,2.330235617,1.92 -2641,1997/3/25,1.2,3.8,239.3821056,2.6,1.144012557,1.2,0.735870351,2.191857794,1.545159848,0.145883457,43.3659586,0.454148998,0.454148998,0.454148998,1.804293364,0.600032455,2.404325819,1.8216 -2642,1997/3/26,1.6,0.2,237.3673571,0,0,1.509509048,0.705239436,0.705239436,1.385311121,0.176568207,43.4005182,0.461369957,0.461369957,0.461369957,1.812121472,0.637938164,2.450059636,1.92 -2643,1997/3/27,1.1,3.9,237.906295,2.8,1.252268348,1.1,0.713330463,2.261062115,1.249418847,0.122207676,43.31891062,0.462658117,0.462658117,0.462658117,1.793684552,0.584865793,2.378550345,1.7256 -2644,1997/3/28,0.7,0.2,236.7434894,0,0,0.666839682,0.695965901,0.695965901,1.416588517,0.173402784,43.38623665,0.459620431,0.459620431,0.459620431,1.808882919,0.633023215,2.441906134,1.632 -2645,1997/3/29,1.1,0,235.0477618,0,0,1.024472509,0.671255128,0.671255128,0.616606102,0.087513313,42.7873734,0.462125481,0.462125481,0.462125481,1.677594824,0.549638793,2.227233617,1.8216 -2646,1997/3/30,1.8,0,232.7386287,0,0,1.670385882,0.638747172,0.638747172,0.591285751,0.066703426,42.25153861,0.440182404,0.440182404,0.440182404,1.567302948,0.50688583,2.074188779,1.632 -2647,1997/3/31,1.8,0,230.4672738,0,0,1.663334714,0.608020236,0.608020236,0.56273227,0.063583685,41.76311016,0.421188818,0.421188818,0.421188818,1.472349543,0.484772503,1.957122046,1.452 -2648,1997/4/1,2.1,0.1,228.0507113,0,0,1.939915156,0.576647369,0.576647369,0.534822822,0.060475806,41.31300231,0.404392322,0.404392322,0.404392322,1.38932299,0.464868128,1.854191118,1.452 -2649,1997/4/2,1.9,0,225.7626856,0,0,1.739868384,0.54815728,0.54815728,0.507726224,0.057409414,40.89430242,0.389342339,0.389342339,0.389342339,1.31576845,0.446751753,1.762520203,1.452 -2650,1997/4/3,2.1,0,223.3297201,0,0,1.913848938,0.519116599,0.519116599,0.481867606,0.054514319,40.50195185,0.375705712,0.375705712,0.375705712,1.24992389,0.430220031,1.680143921,1.3656 -2651,1997/4/4,2.4,0,220.6653201,0,0,2.175652935,0.488747085,0.488747085,0.455205974,0.051587576,40.13021799,0.363240127,0.363240127,0.363240127,1.190179961,0.414827703,1.605007664,1.2816 -2652,1997/4/5,1.7,3.7,221.2155219,2,1.045100014,1.7,0.494898193,1.449798179,0.819582312,0.070327908,40.11389171,0.351704803,0.351704803,0.351704803,1.187613395,0.422032711,1.609646106,1.2816 -2653,1997/4/6,1.6,1.4,220.5472108,0,0,1.580876397,0.487434708,0.487434708,0.924589861,0.112521185,40.19005795,0.35120426,0.35120426,0.35120426,1.199627887,0.463725445,1.663353332,1.2816 -2654,1997/4/7,2.1,10.5,224.3493935,8.4,4.333315787,2.1,0.53113305,4.597817263,2.062697643,0.150316422,41.23155688,0.353543776,0.353543776,0.353543776,1.374742489,0.503860198,1.878602687,1.2816 -2655,1997/4/8,1.9,7.2,226.4582069,5.3,2.665508476,1.9,0.556695116,3.19118664,3.582277629,0.380427595,43.39062052,0.386662497,0.386662497,0.386662497,1.809876482,0.767090092,2.576966574,1.7256 -2656,1997/4/9,1.8,8.8,229.308303,7,3.442903111,1.8,0.592806944,4.149903834,3.250855727,0.35675264,44.91697752,0.462288932,0.462288932,0.462288932,2.186787659,0.819041572,3.005829231,1.632 -2657,1997/4/10,1.6,1.3,228.450766,0,0,1.575788081,0.581748961,0.581748961,2.325140336,0.325362407,45.43425961,0.521752837,0.521752837,0.521752837,2.329611078,0.847115244,3.176726322,2.124 -2658,1997/4/11,1.4,8.8,231.4017599,7.4,3.57150832,1.4,0.620514403,4.449006083,2.051521949,0.185144568,45.64011742,0.543087837,0.543087837,0.543087837,2.388751977,0.728232405,3.116984382,1.92 -2659,1997/4/12,1.2,3.2,231.7274207,2,0.950577588,1.2,0.624916779,1.674339192,2.907838348,0.338385653,46.46124234,0.551749081,0.551749081,0.551749081,2.638462517,0.890134734,3.528597251,2.124 -2660,1997/4/13,1.7,3.7,232.0458166,2,0.947641127,1.7,0.629245232,1.681604105,1.50977559,0.200318485,46.04825291,0.58728086,0.58728086,0.58728086,2.510045872,0.787599344,3.297645216,2.22 -2661,1997/4/14,1.4,8.8,234.8307061,7.4,3.453033371,1.4,0.668143836,4.615110465,2.672467928,0.232465021,46.6052873,0.569211983,0.569211983,0.569211983,2.684645523,0.801677004,3.486322527,2.3256 -2662,1997/4/15,1.4,4.6,235.6182981,3.2,1.467080928,1.4,0.679488941,2.412408013,3.28331464,0.378563545,47.49537764,0.593678261,0.593678261,0.593678261,2.986902561,0.972241806,3.959144367,2.952 -2663,1997/4/16,1.8,0.4,233.6657001,0,0,1.700955559,0.651642447,0.651642447,1.475491134,0.228571361,46.8427783,0.634318957,0.634318957,0.634318957,2.762409431,0.862890319,3.62529975,3.312 -2664,1997/4/17,2,0,231.1969381,0,0,1.85100363,0.617758383,0.617758383,0.57309064,0.085187383,45.63340182,0.604334298,0.604334298,0.604334298,2.386801416,0.689521681,3.076323097,3.192 -2665,1997/4/18,1.8,0,228.9502455,0,0,1.658523203,0.588169383,0.588169383,0.544291957,0.061526013,44.62060589,0.551464984,0.551464984,0.551464984,2.108552871,0.612990997,2.721543867,2.544 -2666,1997/4/19,2,0,226.5578022,0,0,1.834516954,0.557926404,0.557926404,0.517403472,0.058502101,43.75390317,0.509802668,0.509802668,0.509802668,1.89390886,0.568304769,2.462213629,2.3256 -2667,1997/4/20,2.6,0,223.6625374,0,0,2.372250383,0.523014415,0.523014415,0.488340072,0.055383031,42.99589794,0.475977899,0.475977899,0.475977899,1.722323208,0.53136093,2.253684137,2.124 -2668,1997/4/21,2.5,0,220.9034639,0,0,2.26767162,0.491401874,0.491401874,0.45822289,0.052019321,42.32068824,0.447736566,0.447736566,0.447736566,1.581169155,0.499755887,2.080925043,2.124 -2669,1997/4/22,2.4,1.4,219.5242021,0,0,2.30307613,0.476185679,0.476185679,0.436249777,0.04917905,41.71691086,0.423606396,0.423606396,0.423606396,1.463633548,0.472785447,1.936418994,1.8216 -2670,1997/4/23,2.3,3.7,219.7845445,1.4,0.739370841,2.3,0.479028393,1.139657552,0.690703912,0.062361203,41.40456822,0.402828768,0.402828768,0.402828768,1.405875327,0.46518997,1.871065297,1.7256 -2671,1997/4/24,1.8,0,217.7074986,0,0,1.620321678,0.456724255,0.456724255,0.755865776,0.091150305,41.18613603,0.392370992,0.392370992,0.392370992,1.366668953,0.483521298,1.85019025,1.632 -2672,1997/4/25,1.7,0,215.7476183,0,0,1.523428685,0.436451619,0.436451619,0.403042129,0.053282126,40.69276933,0.385173727,0.385173727,0.385173727,1.281582561,0.438455854,1.720038415,1.632 -2673,1997/4/26,1.3,0,214.1667052,0,0,1.160281337,0.420631739,0.420631739,0.386556034,0.043537027,40.24088685,0.36926517,0.36926517,0.36926517,1.207703681,0.412802197,1.620505879,1.5456 -2674,1997/4/27,1.5,3.1,214.622423,1.6,0.880861701,1.5,0.425143922,1.144282221,0.664481852,0.058133843,40.07842557,0.355111212,0.355111212,0.355111212,1.182054343,0.413245056,1.595299398,1.452 -2675,1997/4/28,1.3,0.1,213.14342,0,0,1.168362915,0.410640114,0.410640114,0.739992998,0.089789957,39.99887119,0.350118667,0.350118667,0.350118667,1.169666049,0.439908624,1.609574674,1.2816 -2676,1997/4/29,1.3,4.7,214.5977746,3.4,1.879253578,1.3,0.424898881,1.945645303,0.976054503,0.083410019,40.13213616,0.347692287,0.347692287,0.347692287,1.190481818,0.431102306,1.621584124,1.2 -2677,1997/4/30,2,0.1,212.5030406,0,0,1.790249111,0.404484973,0.404484973,1.142170428,0.142632013,40.39379026,0.351763645,0.351763645,0.351763645,1.232279974,0.494395657,1.726675632,1.2816 -2678,1997/5/1,2.2,0,210.1734552,0,0,1.946869363,0.382716044,0.382716044,0.355435592,0.058147481,39.94737547,0.359856295,0.359856295,0.359856295,1.161706673,0.418003776,1.579710449,1.1184 -2679,1997/5/2,1.9,10.6,214.6100936,8.7,4.861659729,1.9,0.425021335,4.263361606,1.877682082,0.123708253,40.8611025,0.346128104,0.346128104,0.346128104,1.310083155,0.469836357,1.779919512,1.1184 -2680,1997/5/3,1.7,0,212.6911226,0,0,1.512685943,0.406285017,0.406285017,2.313099761,0.295904479,42.02602395,0.374639241,0.374639241,0.374639241,1.522817555,0.67054372,2.193361275,1.452 -2681,1997/5/4,1.6,0,210.8844246,0,0,1.417440671,0.389257342,0.389257342,0.358928895,0.085746006,41.3943128,0.413372942,0.413372942,0.413372942,1.404012986,0.499118948,1.903131934,1.452 -2682,1997/5/5,1.9,0.2,209.012852,0,0,1.699344687,0.372227898,0.372227898,0.343603289,0.038752777,40.82587342,0.392030948,0.392030948,0.392030948,1.304073613,0.430783725,1.734857338,1.2 -2683,1997/5/6,1.8,26.4,221.922782,24.6,13.41282653,1.8,0.502896497,11.69006997,4.806668724,0.285849471,44.04285288,0.373509953,0.373509953,0.373509953,1.963199218,0.659359424,2.622558642,1.2 -2684,1997/5/7,1.6,34.5,237.1199465,32.9,15.89871441,1.6,0.701549939,17.70283553,12.89669798,1.16750181,52.21881156,0.487070731,0.487070731,0.487070731,5.207810036,1.654572541,6.862382576,3.6 -2685,1997/5/8,2,26.2,246.589197,24.2,10.32359924,2,0.854348705,14.73074947,14.75828449,1.634130955,57.7839472,0.883939264,0.883939264,0.883939264,10.07708812,2.518070219,12.59515834,17.16 -2686,1997/5/9,2.2,12.7,249.8392154,10.5,4.162598479,2.2,0.912580132,7.249981653,10.30203324,1.343926449,58.4315704,1.25994968,1.25994968,1.25994968,10.91435972,2.603876129,13.51823585,23.88 -2687,1997/5/10,1.5,10,252.1375934,8.5,3.254040437,1.5,0.955662458,6.201622021,6.110777886,0.79021682,56.8528631,1.310069807,1.310069807,1.310069807,8.999554991,2.100286627,11.09984162,19.44 -2688,1997/5/11,1.6,6.1,252.8574561,4.5,1.689351399,1.6,0.969488613,3.780137214,4.624734399,0.579375527,55.24221393,1.190312995,1.190312995,1.190312995,7.42569657,1.769688522,9.195385092,15.72 -2689,1997/5/12,2.1,2.8,252.1640655,0.7,0.262777402,2.1,0.956168062,1.39339066,2.459123166,0.354184446,53.04313977,1.076407578,1.076407578,1.076407578,5.734604903,1.430592024,7.165196927,12.84 -2690,1997/5/13,2,8.4,253.5712994,6.4,2.39059212,2,0.983358246,4.992766125,2.676159789,0.246494972,51.73277615,0.933749246,0.933749246,0.933749246,4.920272653,1.180244218,6.100516871,9.84 -2691,1997/5/14,2.3,0.6,251.0121927,0,0,2.224739966,0.934366689,0.934366689,2.890021434,0.367743291,50.97514194,0.855476786,0.855476786,0.855476786,4.503132429,1.223220077,5.726352506,8.808 -2692,1997/5/15,2.7,0.4,247.9445358,0,0,2.589400493,0.878256413,0.878256413,0.818760906,0.140070773,49.02499247,0.81242361,0.81242361,0.81242361,3.581333988,0.952494383,4.533828371,6.648 -2693,1997/5/16,2.6,2.4,246.8950301,0,0,2.58980864,0.859697046,0.859697046,0.783097971,0.088080063,47.52084017,0.708743939,0.708743939,0.708743939,2.995994211,0.796824002,3.792818212,5.64 -2694,1997/5/17,2.9,0.4,243.7245392,0,0,2.764947548,0.805543313,0.805543313,0.752331256,0.084999948,46.31603732,0.635509971,0.635509971,0.635509971,2.592644074,0.720509919,3.313153993,4.824 -2695,1997/5/18,2.8,5.6,244.0820675,2.8,1.169036887,2.8,0.811508637,2.44247175,1.371737106,0.117123514,45.82548918,0.580881929,0.580881929,0.580881929,2.443167183,0.698005443,3.141172626,4.56 -2696,1997/5/19,2.7,4.5,244.021826,1.8,0.750259562,2.7,0.810501026,1.860241464,1.968186143,0.212161009,45.89072496,0.559632421,0.559632421,0.559632421,2.462582777,0.77179343,3.234376207,4.272 -2697,1997/5/20,2.8,9.5,245.9408125,6.7,2.762085173,2.8,0.843098677,4.781013504,2.828210235,0.257001886,46.59880844,0.562425752,0.562425752,0.562425752,2.682552507,0.819427638,3.501980146,4.032 -2698,1997/5/21,2.6,6.9,246.8259935,4.3,1.743668392,2.6,0.858487395,3.414819004,3.763130497,0.413665334,47.84231578,0.593389454,0.593389454,0.593389454,3.113012612,1.007054788,4.1200674,3.672 -2699,1997/5/22,2.6,0.3,243.8426446,0,0,2.475838928,0.807509964,0.807509964,2.043192855,0.300364948,47.53509735,0.650684796,0.650684796,0.650684796,3.001096081,0.951049745,3.952145825,3.672 -2700,1997/5/23,2.8,0,240.4545387,0,0,2.635499041,0.752606891,0.752606891,0.705066821,0.110297101,46.29139945,0.636177551,0.636177551,0.636177551,2.58494228,0.746474652,3.331416931,3.432 -2701,1997/5/24,3.3,0,236.671996,0,0,3.087633254,0.694909487,0.694909487,0.65455002,0.074641793,45.24839633,0.579801145,0.579801145,0.579801145,2.277354283,0.654442938,2.93179722,2.76 -2702,1997/5/25,3.6,0,232.6884744,0,0,3.34546609,0.638055448,0.638055448,0.60295557,0.06892352,44.34791153,0.53535166,0.53535166,0.53535166,2.03879203,0.60427518,2.64306721,1.92 -2703,1997/5/26,4,1.5,229.7809286,0,0,3.808572404,0.598973426,0.598973426,0.558808635,0.063618262,43.55761566,0.498981089,0.498981089,0.498981089,1.848085597,0.562599351,2.410684948,2.3256 -2704,1997/5/27,3.3,5.9,230.4264316,2.6,1.252981818,3.3,0.607478829,1.954497011,1.074641548,0.090111945,43.30928289,0.4685461,0.4685461,0.4685461,1.79152041,0.558658045,2.350178455,2.64 -2705,1997/5/28,2.9,7.4,231.9449667,4.5,2.146406757,2.9,0.627871617,2.98146486,2.164800829,0.202004261,43.98435458,0.459262999,0.459262999,0.459262999,1.948992141,0.66126726,2.610259402,2.64 -2706,1997/5/29,3,0,228.5961436,0,0,2.765211253,0.583611827,0.583611827,1.735929913,0.233401559,44.2026225,0.484810219,0.484810219,0.484810219,2.002472217,0.718211778,2.720683996,2.544 -2707,1997/5/30,2.8,0,225.4866647,0,0,2.564680623,0.544798354,0.544798354,0.509915481,0.085790075,43.39496039,0.493282956,0.493282956,0.493282956,1.810860547,0.579073031,2.389933578,2.124 -2708,1997/5/31,3.5,0,221.8013852,0,0,3.183763165,0.501516296,0.501516296,0.473217825,0.053987585,42.67641563,0.462450784,0.462450784,0.462450784,1.654213363,0.516438369,2.170651732,1.5456 -2709,1997/6/1,3.9,1,218.7148253,0,0,3.619125414,0.467434528,0.467434528,0.437898995,0.049914028,42.02742436,0.436200099,0.436200099,0.436200099,1.523090363,0.486114126,2.009204489,0.8856 -2710,1997/6/2,3.9,1,215.6775814,0,0,3.601503097,0.435740799,0.435740799,0.408168916,0.046449757,41.43719918,0.413421155,0.413421155,0.413421155,1.41181525,0.459870912,1.871686163,1.3656 -2711,1997/6/3,4.1,0.2,211.8087382,0,0,3.670947616,0.397895555,0.397895555,0.377214106,0.043117193,40.89242181,0.393454356,0.393454356,0.393454356,1.315445836,0.436571549,1.752017386,1.452 -2712,1997/6/4,4,2.4,210.0130318,0,0,3.814454072,0.381252352,0.381252352,0.351530284,0.039870603,40.38822015,0.375645244,0.375645244,0.375645244,1.231377188,0.415515847,1.646893035,1.1184 -2713,1997/6/5,4.1,8.2,211.9296811,4.1,2.315686433,4.1,0.399037138,2.183350705,1.055133655,0.077877468,40.54588415,0.359682646,0.359682646,0.359682646,1.257152301,0.437560114,1.694712416,1.1184 -2714,1997/6/6,3.6,7.3,213.5771944,3.7,2.062365365,3.6,0.414852032,2.052486667,1.913311384,0.194208303,41.41588386,0.364621015,0.364621015,0.364621015,1.407932688,0.558829318,1.966762006,0.8856 -2715,1997/6/7,3.3,7.8,215.6155231,4.5,2.473440438,3.3,0.435111734,2.461671296,2.008906228,0.21577373,42.25045085,0.392746436,0.392746436,0.392746436,1.567085677,0.608520165,2.175605842,0.8856 -2716,1997/6/8,2.4,0,213.0666404,0,0,2.138984504,0.409898184,0.409898184,1.404851411,0.196304898,42.46582978,0.421150867,0.421150867,0.421150867,1.610623348,0.617455765,2.228079113,1.452 -2717,1997/6/9,2.6,0.6,210.9045638,0,0,2.372632687,0.389443933,0.389443933,0.36082691,0.064739944,41.7798507,0.428712981,0.428712981,0.428712981,1.475518966,0.493452925,1.968971891,1.2816 -2718,1997/6/10,2.9,11.3,215.146041,8.4,4.671853588,2.9,0.430376361,4.158522774,1.839657326,0.121916655,42.42265589,0.404959952,0.404959952,0.404959952,1.601812089,0.526876607,2.128688696,1.2 -2719,1997/6/11,2.9,0,212.1643204,0,0,2.580461231,0.401259412,0.401259412,2.258180881,0.28892733,43.31518039,0.427189405,0.427189405,0.427189405,1.792845788,0.716116735,2.508962523,1.3656 -2720,1997/6/12,3.3,0,208.8787786,0,0,2.914510394,0.37103134,0.37103134,0.349190392,0.083776477,42.50516464,0.459481922,0.459481922,0.459481922,1.618688059,0.543258399,2.161946458,1.2816 -2721,1997/6/13,3.2,0,205.731167,0,0,2.803796032,0.343815631,0.343815631,0.323175309,0.036862277,41.78243553,0.430104456,0.430104456,0.430104456,1.476008872,0.466966733,1.942975605,0.6048 -2722,1997/6/14,3.3,5.1,206.4341134,1.8,1.052696176,3.3,0.349749796,1.09705362,0.607037339,0.05123608,41.39109198,0.405047647,0.405047647,0.405047647,1.403428541,0.456283727,1.859712268,0.6696 -2723,1997/6/15,3.1,0,203.4096233,0,0,2.699700527,0.324789513,0.324789513,0.68222776,0.083870384,41.11171456,0.391924197,0.391924197,0.391924197,1.353529379,0.475794581,1.82932396,0.54 -2724,1997/6/16,2.7,0,200.7714977,0,0,2.333920578,0.304205095,0.304205095,0.284177679,0.041135394,40.52493461,0.382743255,0.382743255,0.382743255,1.253700881,0.423878648,1.677579529,0.6048 -2725,1997/6/17,3,0,197.9144085,0,0,2.573981594,0.28310756,0.28310756,0.265448971,0.030200205,39.98658312,0.363962058,0.363962058,0.363962058,1.167762518,0.394162263,1.561924781,0.54 -2726,1997/6/18,3.6,0,194.5921977,0,0,3.06214111,0.260069668,0.260069668,0.245694558,0.028053912,39.48700661,0.347318579,0.347318579,0.347318579,1.092589647,0.375372491,1.467962138,0.54 -2727,1997/6/19,2.9,33,212.0927377,30.1,17.90112038,2.9,0.400580399,12.59946001,5.109338619,0.297127421,43.16856136,0.332366869,0.332366869,0.332366869,1.760150743,0.629494291,2.389645033,0.7392 -2728,1997/6/20,3,0.7,209.6813497,0,0,2.733147591,0.378240372,0.378240372,6.510926869,0.846157791,47.23734852,0.454061309,0.454061309,0.454061309,2.896201019,1.300219101,4.196420119,1.452 -2729,1997/6/21,3.3,7.6,211.7177815,4.3,2.43347055,3.3,0.397038744,2.263568194,1.08530672,0.223346739,46.34368343,0.62233937,0.62233937,0.62233937,2.601311179,0.845686109,3.446997287,0.7392 -2730,1997/6/22,2.9,5.8,212.9308624,2.9,1.621669662,2.9,0.408588783,1.686919121,1.809378075,0.191463476,46.1836526,0.582096387,0.582096387,0.582096387,2.551505291,0.773559864,3.325065155,0.8088 -2731,1997/6/23,2.9,6.9,214.7164256,4,2.211642676,2.9,0.42607949,2.214436813,1.726648673,0.18707206,45.99229993,0.575091508,0.575091508,0.575091508,2.493092854,0.762163568,3.255256422,0.8856 -2732,1997/6/24,3.1,1,212.4442048,0,0,2.868297587,0.403923202,0.403923202,1.277661675,0.175481425,45.49098298,0.566794895,0.566794895,0.566794895,2.345773515,0.74227632,3.088049835,1.0392 -2733,1997/6/25,3.2,0,209.2415316,0,0,2.828397332,0.374275936,0.374275936,0.351817279,0.061095189,44.3491586,0.545464646,0.545464646,0.545464646,2.039106305,0.606559836,2.64566614,0.8856 -2734,1997/6/26,3.5,1.6,207.2164449,0,0,3.268636052,0.356450579,0.356450579,0.32980556,0.037386004,43.37227297,0.499030201,0.499030201,0.499030201,1.805721398,0.536416205,2.342137603,0.8088 -2735,1997/6/27,3.1,0,204.1803273,0,0,2.705108138,0.331009506,0.331009506,0.31075378,0.035296873,42.52239914,0.461605124,0.461605124,0.461605124,1.622232734,0.496901997,2.119134732,0.7392 -2736,1997/6/28,3.2,0,201.1034144,0,0,2.77017713,0.306735706,0.306735706,0.288318003,0.032868208,41.7681325,0.430715144,0.430715144,0.430715144,1.473299781,0.463583352,1.936883133,0.7392 -2737,1997/6/29,3.6,0,197.7322187,0,0,3.089392531,0.281803175,0.281803175,0.26621132,0.030412601,41.08931099,0.404562557,0.404562557,0.404562557,1.349595386,0.434975159,1.784570545,0.6696 -2738,1997/6/30,4.3,9.5,200.6129085,5.2,3.18369164,4.3,0.303001907,2.319310268,1.058639062,0.073197519,41.16673145,0.382013745,0.382013745,0.382013745,1.363232346,0.455211264,1.81844361,0.6696 -2739,1997/7/1,4.4,0,196.5720196,0,0,3.767279406,0.273609476,0.273609476,1.279125655,0.162997268,41.42145034,0.384538949,0.384538949,0.384538949,1.40894572,0.547536217,1.956481937,0.8856 -2740,1997/7/2,4.2,0,192.7676927,0,0,3.556253555,0.248073347,0.248073347,0.236159233,0.050927905,40.75798136,0.392931221,0.392931221,0.392931221,1.292559431,0.443859125,1.736418556,0.8088 -2741,1997/7/3,4.6,0.3,188.9432604,0,0,3.900065712,0.224366566,0.224366566,0.21389949,0.024588157,40.14993537,0.371340498,0.371340498,0.371340498,1.193285978,0.395928655,1.589214633,0.6696 -2742,1997/7/4,4.1,13.5,194.7015457,9.4,6.019088473,4.1,0.260803163,3.64171469,1.552119384,0.097726812,40.76125256,0.352309991,0.352309991,0.352309991,1.29311219,0.450036803,1.743148993,0.54 -2743,1997/7/5,3.9,0.6,191.6782439,0,0,3.382177132,0.241124651,0.241124651,1.93397475,0.249223856,41.62099149,0.37144482,0.37144482,0.37144482,1.445680635,0.620668676,2.066349312,0.96 -2744,1997/7/6,3.9,0,188.2021161,0,0,3.256137581,0.21999028,0.21999028,0.208662019,0.063755916,40.91067057,0.399596301,0.399596301,0.399596301,1.318579243,0.463352216,1.78193146,0.96 -2745,1997/7/7,3.8,0,184.8617599,0,0,3.139248489,0.201107643,0.201107643,0.190530743,0.021833824,40.26576088,0.376232299,0.376232299,0.376232299,1.211672729,0.398066123,1.609738852,0.8088 -2746,1997/7/8,4,0,181.4102446,0,0,3.268530028,0.182985362,0.182985362,0.173836786,0.019935693,39.67508887,0.355880071,0.355880071,0.355880071,1.120388865,0.375815763,1.496204629,0.6048 -2747,1997/7/9,4,0,178.0124133,0,0,3.231383098,0.166448123,0.166448123,0.158152982,0.018149288,39.12977202,0.337940826,0.337940826,0.337940826,1.041410658,0.356090114,1.397500773,0.3624 -2748,1997/7/10,3.7,0,174.9044003,0,0,2.955621056,0.152391948,0.152391948,0.144249732,0.016531328,38.6235811,0.321961242,0.321961242,0.321961242,0.972401894,0.338492571,1.310894465,0.288 -2749,1997/7/11,3.4,0,172.0765993,0,0,2.687355603,0.140445445,0.140445445,0.132432703,0.015142755,38.15198338,0.307618087,0.307618087,0.307618087,0.911648513,0.322760842,1.234409355,0.2424 -2750,1997/7/12,3.8,0,168.9774726,0,0,2.970899362,0.128227288,0.128227288,0.12157352,0.01391726,37.71050489,0.294671344,0.294671344,0.294671344,0.857723351,0.308588604,1.166311955,0.21936 -2751,1997/7/13,4.6,0,165.3122686,0,0,3.550311243,0.114892743,0.114892743,0.110136096,0.012674143,37.29418237,0.282908631,0.282908631,0.282908631,0.809367251,0.295582774,1.104950026,0.17256 -2752,1997/7/14,4.8,6.6,166.5092664,1.8,1.3161168,4.8,0.119119076,0.603002276,0.296254862,0.022360517,37.07744647,0.272127103,0.272127103,0.272127103,0.785117863,0.29448762,1.079605483,0.14856 -2753,1997/7/15,4.1,5.3,167.2610393,1.2,0.873609401,4.1,0.121836487,0.448227085,0.481550572,0.051146061,37.04417859,0.266632043,0.266632043,0.266632043,0.781450491,0.317778105,1.099228595,0.1248 -2754,1997/7/16,3.9,4.1,167.2844663,0.2,0.145348954,3.9,0.121921959,0.176573005,0.296074218,0.040685386,36.84613287,0.265795654,0.265795654,0.265795654,0.759915592,0.30648104,1.066396631,0.1248 -2755,1997/7/17,3.8,0,164.2559901,0,0,2.917212286,0.111263864,0.111263864,0.13311215,0.019427725,36.51506876,0.26085531,0.26085531,0.26085531,0.725031576,0.280283034,1.00531461,0.1248 -2756,1997/7/18,4.3,0.7,161.4224562,0,0,3.431553161,0.10198078,0.10198078,0.096469741,0.011692897,36.17379292,0.252743743,0.252743743,0.252743743,0.690489321,0.26443664,0.95492596,0.1248 -2757,1997/7/19,4.2,0,158.1831024,0,0,3.147214358,0.092139439,0.092139439,0.0878944,0.010091551,35.84749562,0.244572234,0.244572234,0.244572234,0.658763938,0.254663785,0.913427723,0.1128 -2758,1997/7/20,3.5,0.2,155.6553362,0,0,2.642764875,0.085001326,0.085001326,0.080105235,0.009173336,35.53500468,0.236937528,0.236937528,0.236937528,0.6295337,0.246110865,0.875644565,0.102 -2759,1997/7/21,3.2,0,153.2334501,0,0,2.343301494,0.078584604,0.078584604,0.073965954,0.008443477,35.23615625,0.229786919,0.229786919,0.229786919,0.602601297,0.238230396,0.840831693,0.102 -2760,1997/7/22,3.8,0,150.411698,0,0,2.750148009,0.071604073,0.071604073,0.067968143,0.00778092,34.94953738,0.223093968,0.223093968,0.223093968,0.577680985,0.230874888,0.808555873,0.09216 -2761,1997/7/23,4.1,0,147.4192172,0,0,2.927727796,0.064753049,0.064753049,0.061736834,0.007092359,34.67357644,0.216806847,0.216806847,0.216806847,0.554504624,0.223899206,0.77840383,0.08256 -2762,1997/7/24,4.2,0,144.4042539,0,0,2.956571442,0.058391792,0.058391792,0.055764419,0.00641648,34.40733209,0.21087409,0.21087409,0.21087409,0.532882854,0.21729057,0.750173424,0.08256 -2763,1997/7/25,4.7,0.4,141.3694318,0,0,3.382318024,0.052504153,0.052504153,0.050226414,0.005784973,34.15015237,0.205261019,0.205261019,0.205261019,0.512667154,0.211045992,0.723713146,0.08256 -2764,1997/7/26,4.5,0,138.2498039,0,0,3.072670448,0.046957425,0.046957425,0.045062232,0.005198106,33.90142986,0.199941176,0.199941176,0.199941176,0.49372592,0.205139283,0.698865203,0.07368 -2765,1997/7/27,3.7,0,135.7176561,0,0,2.489338557,0.0428092,0.0428092,0.040622724,0.00467011,33.66097369,0.194890665,0.194890665,0.194890665,0.475969558,0.199560775,0.675530333,0.06552 -2766,1997/7/28,4.3,7.9,138.6088414,3.6,2.938756059,4.3,0.047570769,0.708814709,0.301666127,0.018948619,33.67569396,0.190095284,0.190095284,0.190095284,0.477041138,0.209043904,0.686085041,0.05808 -2767,1997/7/29,3.6,1.2,136.9425507,0,0,2.821513248,0.044777512,0.044777512,0.375573051,0.048450896,33.75854377,0.1903864,0.1903864,0.1903864,0.483109641,0.238837297,0.721946938,0.05112 -2768,1997/7/30,3.1,1.8,136.0269221,0,0,2.672329062,0.043299497,0.043299497,0.039715798,0.012277118,33.52418364,0.192030825,0.192030825,0.192030825,0.466106752,0.204307943,0.670414695,0.05112 -2769,1997/7/31,3.2,0.1,133.9235835,0,0,2.163286729,0.04005188,0.04005188,0.037686418,0.004276098,33.29903364,0.187405236,0.187405236,0.187405236,0.450241655,0.191681334,0.64192299,0.05808 -2770,1997/8/1,3.3,0,131.716197,0,0,2.170530109,0.036856376,0.036856376,0.034784152,0.003973351,33.08151367,0.183036916,0.183036916,0.183036916,0.435341038,0.187010267,0.622351305,0.06552 -2771,1997/8/2,3.5,0,129.409455,0,0,2.273003489,0.033738519,0.033738519,0.031938877,0.00365489,32.87102625,0.178886179,0.178886179,0.178886179,0.421312479,0.182541069,0.603853548,0.08256 -2772,1997/8/3,3.4,3.4,129.3757604,0,0,3.4,0.033694597,0.033694597,0.030347313,0.003409661,32.66816042,0.174934071,0.174934071,0.174934071,0.408147216,0.178343733,0.586490949,0.08256 -2773,1997/8/4,3.4,0,127.1658053,0,0,2.179042984,0.030912105,0.030912105,0.029225778,0.003308903,32.47278021,0.171184469,0.171184469,0.171184469,0.395790459,0.174493372,0.570283831,0.102 -2774,1997/8/5,3.5,3.1,126.8807499,0,0,3.354488345,0.030567025,0.030567025,0.027684553,0.003116454,32.28394992,0.167627836,0.167627836,0.167627836,0.384142676,0.17074429,0.554886966,0.1128 -2775,1997/8/6,2.5,9.4,132.6084412,6.9,5.765813682,2.5,0.038122457,1.172308775,0.478610895,0.028121923,32.5275772,0.164240898,0.164240898,0.164240898,0.399224512,0.192362821,0.591587332,0.1128 -2776,1997/8/7,2.7,0,130.8079499,0,0,1.764888855,0.035602387,0.035602387,0.60596676,0.078814316,32.88024496,0.168619963,0.168619963,0.168619963,0.421918966,0.247434279,0.669353245,0.19536 -2777,1997/8/8,3.3,0,128.6423323,0,0,2.132867813,0.032749815,0.032749815,0.0309151,0.016904203,32.67751892,0.175105843,0.175105843,0.175105843,0.408746984,0.192010046,0.60075703,0.21936 -2778,1997/8/9,4.1,0,125.9997914,0,0,2.61302085,0.029520005,0.029520005,0.028198739,0.003237732,32.48078335,0.171356169,0.171356169,0.171356169,0.39629048,0.174593901,0.570884381,0.1128 -2779,1997/8/10,3.3,0.2,124.0239016,0,0,2.148613973,0.027275873,0.027275873,0.02568135,0.002940836,32.2897415,0.167772476,0.167772476,0.167772476,0.384495674,0.170713312,0.555208986,0.102 -2780,1997/8/11,3.7,0.1,121.7653238,0,0,2.333697623,0.024880146,0.024880146,0.023601737,0.00270147,32.104359,0.164344045,0.164344045,0.164344045,0.373328284,0.167045515,0.540373798,0.09216 -2781,1997/8/12,3.2,0.1,119.8439541,0,0,1.998392307,0.022977446,0.022977446,0.021640377,0.002474507,31.92432465,0.161065303,0.161065303,0.161065303,0.36274003,0.16353981,0.52627984,0.09216 -2782,1997/8/13,3.7,0.1,117.6474307,0,0,2.275576548,0.020946839,0.020946839,0.019877411,0.002275614,31.74943595,0.157926132,0.157926132,0.157926132,0.352692235,0.160201746,0.512893981,0.102 -2783,1997/8/14,4.1,1.5,116.0759272,0,0,3.051919209,0.01958425,0.01958425,0.018313797,0.002088725,31.57951817,0.154918767,0.154918767,0.154918767,0.343150347,0.157007492,0.50015784,0.1128 -2784,1997/8/15,3.5,5.1,117.4422562,1.6,1.38709376,3.5,0.020764756,0.233670997,0.1022112,0.006673685,31.49526719,0.152036279,0.152036279,0.152036279,0.338498453,0.158709963,0.497208417,0.102 -2785,1997/8/16,3.4,0,115.3997741,0,0,2.023461832,0.019020271,0.019020271,0.125495689,0.016130549,31.43612049,0.150621345,0.150621345,0.150621345,0.33526374,0.166751894,0.502015634,0.09216 -2786,1997/8/17,3.1,0,113.5613309,0,0,1.820890957,0.017552264,0.017552264,0.016538236,0.004401445,31.27567571,0.149633657,0.149633657,0.149633657,0.326616674,0.154035102,0.480651776,0.08256 -2787,1997/8/18,3.4,0,111.574393,0,0,1.970868765,0.016069116,0.016069116,0.015211047,0.001739986,31.11948867,0.146977697,0.146977697,0.146977697,0.318375785,0.148717683,0.467093468,0.08256 -2788,1997/8/19,3.6,0,109.5027118,0,0,2.05704993,0.014631283,0.014631283,0.013894118,0.001592844,30.96729693,0.144424731,0.144424731,0.144424731,0.310510586,0.146017575,0.456528161,0.07368 -2789,1997/8/20,3.1,0,107.7422735,0,0,1.746946212,0.013492101,0.013492101,0.012718065,0.001455082,30.81898289,0.141967694,0.141967694,0.141967694,0.302999801,0.143422775,0.446422576,0.06552 -2790,1997/8/21,3.3,0,105.8949349,0,0,1.834964437,0.012374161,0.012374161,0.011701194,0.001338108,30.67446124,0.139602128,0.139602128,0.139602128,0.295824971,0.140940236,0.436765206,0.06552 -2791,1997/8/22,3.5,0,103.965125,0,0,1.918523182,0.011286758,0.011286758,0.010707113,0.001226733,30.5335296,0.137324266,0.137324266,0.137324266,0.288963018,0.138550999,0.427514017,0.07368 -2792,1997/8/23,3.3,0,102.1717986,0,0,1.782980278,0.010346134,0.010346134,0.009786443,0.001120855,30.39604945,0.135128675,0.135128675,0.135128675,0.28239527,0.13624953,0.4186448,0.05808 -2793,1997/8/24,3.2,3.5,102.4306778,0.3,0.269357133,3.2,0.0104779,0.041120767,0.021470535,0.001721209,30.27386962,0.133011129,0.133011129,0.133011129,0.276661494,0.134732338,0.411393832,0.05808 -2794,1997/8/25,2.5,2.7,102.5995991,0.2,0.179485902,2.5,0.0105646,0.031078699,0.033041082,0.003528692,30.16636443,0.131149234,0.131149234,0.131149234,0.271695509,0.134677926,0.406373435,0.06552 -2795,1997/8/26,2.2,2,102.4814812,0,0,2.107613939,0.010503915,0.010503915,0.01984176,0.002774694,30.04935883,0.129526428,0.129526428,0.129526428,0.266373784,0.132301122,0.398674906,0.07368 -2796,1997/8/27,2.3,0,101.2406998,0,0,1.230898344,0.009883133,0.009883133,0.009208253,0.001279429,29.92550968,0.127776567,0.127776567,0.127776567,0.260833972,0.129055997,0.389889969,0.08256 -2797,1997/8/28,2.5,0,99.90727048,0,0,1.324180184,0.009249089,0.009249089,0.00864431,0.000981718,29.80458079,0.125942824,0.125942824,0.125942824,0.255516018,0.126924542,0.38244056,0.102 -2798,1997/8/29,2.6,0,98.53660492,0,0,1.362033867,0.008631694,0.008631694,0.008080248,0.000918835,29.68642563,0.124170533,0.124170533,0.124170533,0.250405946,0.125089368,0.375495314,0.08256 -2799,1997/8/30,3.1,0,96.92470449,0,0,1.60395213,0.007948303,0.007948303,0.007498518,0.000855451,29.57089011,0.122456169,0.122456169,0.122456169,0.245490204,0.12331162,0.368801824,0.07368 -2800,1997/8/31,3,0.1,95.43645526,0,0,1.580892783,0.007356448,0.007356448,0.006919631,0.000789899,29.45784883,0.120796228,0.120796228,0.120796228,0.240757141,0.121586128,0.362343269,0.07368 -2801,1997/9/1,2.7,1,94.57007912,0,0,1.859347635,0.007028496,0.007028496,0.00649123,0.000735427,29.34732598,0.11918774,0.11918774,0.11918774,0.236201815,0.119923167,0.356124982,0.06552 -2802,1997/9/2,2.9,0.7,93.46093107,0,0,1.802522225,0.006625833,0.006625833,0.006166555,0.000697879,29.23930467,0.117629936,0.117629936,0.117629936,0.231817808,0.118327815,0.350145623,0.06552 -2803,1997/9/3,2.8,1.4,92.75854909,0,0,2.096001439,0.006380539,0.006380539,0.005866334,0.000661948,29.13369636,0.116121497,0.116121497,0.116121497,0.227596138,0.116783445,0.344379583,0.07368 -2804,1997/9/4,2.4,0,91.56951006,0,0,1.183057141,0.005981889,0.005981889,0.005584979,0.000632197,29.03041322,0.114660161,0.114660161,0.114660161,0.223528279,0.115292358,0.338820636,0.07368 -2805,1997/9/5,2.7,3.4,92.20563486,0.7,0.642317406,2.7,0.006192602,0.063875197,0.028257265,0.001873645,28.95145559,0.113243751,0.113243751,0.113243751,0.220458647,0.115117395,0.335576042,0.07368 -2806,1997/9/6,2.3,0.3,91.21791107,0,0,1.281855886,0.00586791,0.00586791,0.034569077,0.004431458,28.88046586,0.1121694,0.1121694,0.1121694,0.217728205,0.116600858,0.334329063,0.07368 -2807,1997/9/7,1.9,0,90.28771297,0,0,0.924623376,0.005574723,0.005574723,0.005165281,0.001264507,28.78282313,0.111209698,0.111209698,0.111209698,0.214017712,0.112474205,0.326491917,0.07368 -2808,1997/9/8,2.3,0,89.17374521,0,0,1.108728597,0.005239162,0.005239162,0.004884671,0.000553565,28.68717398,0.109899279,0.109899279,0.109899279,0.210433099,0.110452844,0.320885943,0.06552 -2809,1997/9/9,2.3,0,88.07158193,0,0,1.097240016,0.004923259,0.004923259,0.004590432,0.00052094,28.5934235,0.108626345,0.108626345,0.108626345,0.206967261,0.109147285,0.316114546,0.06552 -2810,1997/9/10,2.2,0,87.02809833,0,0,1.038845201,0.004638401,0.004638401,0.004318386,0.000489799,28.50151599,0.107388934,0.107388934,0.107388934,0.203614828,0.107878733,0.311493561,0.06552 -2811,1997/9/11,2.6,0,85.80943711,0,0,1.214338639,0.004322579,0.004322579,0.00404978,0.000460268,28.41138128,0.106185654,0.106185654,0.106185654,0.20037014,0.106645921,0.307016061,0.05808 -2812,1997/9/12,2.8,0,84.51378523,0,0,1.291645966,0.004005919,0.004005919,0.003765209,0.000429032,28.32293421,0.105014968,0.105014968,0.105014968,0.197227248,0.105444,0.302671248,0.05808 -2813,1997/9/13,2.5,0.1,83.41610761,0,0,1.193925201,0.00375242,0.00375242,0.00350517,0.000398762,28.23613261,0.103875191,0.103875191,0.103875191,0.194181957,0.104273953,0.29845591,0.05808 -2814,1997/9/14,1.9,0,82.55511154,0,0,0.857433364,0.003562703,0.003562703,0.003302221,0.000374068,28.15096866,0.102765237,0.102765237,0.102765237,0.191231417,0.103139305,0.294370722,0.05808 -2815,1997/9/15,1.7,1.6,82.50664152,0,0,1.644917761,0.003552256,0.003552256,0.003202305,0.000358279,28.06748098,0.101684483,0.101684483,0.101684483,0.188374462,0.102042761,0.290417224,0.05808 -2816,1997/9/16,1.8,0,81.69832539,0,0,0.804934525,0.003381611,0.003381611,0.003129609,0.000351603,27.98563598,0.100632906,0.100632906,0.100632906,0.185607518,0.100984509,0.286592027,0.05808 -2817,1997/9/17,2,0,80.80865634,0,0,0.886467603,0.00320144,0.00320144,0.002972265,0.000336219,27.90529419,0.099609582,0.099609582,0.099609582,0.182923632,0.099945801,0.282869432,0.05808 -2818,1997/9/18,2.6,0,79.66562073,0,0,1.140054297,0.002981318,0.002981318,0.002794326,0.000317437,27.8263825,0.098612303,0.098612303,0.098612303,0.180318323,0.098929741,0.279248064,0.05808 -2819,1997/9/19,2.8,0,78.45060713,0,0,1.21225281,0.002760786,0.002760786,0.002596054,0.000295887,27.7488309,0.097639739,0.097639739,0.097639739,0.17778739,0.097935626,0.275723017,0.05808 -2820,1997/9/20,2.7,0,77.2941847,0,0,1.153859227,0.002563203,0.002563203,0.002406643,0.000274343,27.67260039,0.096690632,0.096690632,0.096690632,0.175327789,0.096964975,0.272292763,0.05112 -2821,1997/9/21,2.7,0,76.15264907,0,0,1.139156209,0.002379425,0.002379425,0.002234272,0.000254617,27.59766189,0.095764134,0.095764134,0.095764134,0.1729369,0.09601875,0.268955651,0.05112 -2822,1997/9/22,2.6,0,75.06725263,0,0,1.083181832,0.002214612,0.002214612,0.002076365,0.000236492,27.52398562,0.094859536,0.094859536,0.094859536,0.170612177,0.095096029,0.265708205,0.05112 -2823,1997/9/23,2.5,0,74.03631606,0,0,1.028869912,0.002066652,0.002066652,0.001934692,0.000220157,27.45154519,0.093976142,0.093976142,0.093976142,0.168351265,0.094196299,0.262547564,0.04488 -2824,1997/9/24,2.5,0,73.01782215,0,0,1.016565566,0.001928351,0.001928351,0.001805344,0.000205375,27.38031201,0.09311331,0.09311331,0.09311331,0.166151825,0.093318685,0.259470509,0.04488 -2825,1997/9/25,2.4,0,72.05160005,0,0,0.964418006,0.00180409,0.00180409,0.001686421,0.000191739,27.31025724,0.09227039,0.09227039,0.09227039,0.164011588,0.092462129,0.256473717,0.03888 -2826,1997/9/26,2.3,0,71.13614953,0,0,0.913758164,0.001692351,0.001692351,0.001579533,0.000179422,27.24135506,0.091446745,0.091446745,0.091446745,0.161928455,0.091626167,0.253554621,0.03888 -2827,1997/9/27,2.3,0,70.23097862,0,0,0.90358353,0.001587381,0.001587381,0.001481643,0.000168249,27.17357814,0.090641787,0.090641787,0.090641787,0.159900351,0.090810035,0.250710386,0.0336 -2828,1997/9/28,2.3,0,69.33600307,0,0,0.893486773,0.001488779,0.001488779,0.001389685,0.000157812,27.10689753,0.089854925,0.089854925,0.089854925,0.157925223,0.090012736,0.24793796,0.0336 -2829,1997/9/29,2.2,0,68.48933955,0,0,0.845263451,0.001400071,0.001400071,0.001304853,0.000148094,27.04128678,0.089085564,0.089085564,0.089085564,0.156001161,0.089233657,0.245234818,0.0288 -2830,1997/9/30,2.1,0,67.68966566,0,0,0.798353673,0.001320219,0.001320219,0.001228514,0.000139301,26.97672206,0.088333151,0.088333151,0.088333151,0.154126388,0.088472451,0.242598839,0.0288 -2831,1997/10/1,2.3,0,66.82348146,0,0,0.864946318,0.00123788,0.00123788,0.001155665,0.000131156,26.91317582,0.087597176,0.087597176,0.087597176,0.152299082,0.087728332,0.240027414,0.02064 -2832,1997/10/2,2.5,0,65.89327235,0,0,0.92905502,0.001154084,0.001154084,0.001080984,0.00012292,26.85061653,0.086877097,0.086877097,0.086877097,0.150517365,0.087000017,0.237517383,0.02064 -2833,1997/10/3,2.5,0,64.97460879,0,0,0.917587719,0.001075844,0.001075844,0.001007763,0.000114679,26.7890171,0.086172343,0.086172343,0.086172343,0.148779545,0.086287022,0.235066567,0.02448 -2834,1997/10/4,2.2,36.5,97.03343303,34.3,32.06681723,2.2,0.007992992,2.241175766,0.886028616,0.04927854,27.58790068,0.085482401,0.085482401,0.085482401,0.172627432,0.134760941,0.307388373,0.02448 -2835,1997/10/5,1.5,1.4,96.9740391,0,0,1.451425365,0.007968556,0.007968556,1.13472108,0.148678637,28.60979481,0.094742158,0.094742158,0.094742158,0.207569112,0.243420794,0.450989907,0.06552 -2836,1997/10/6,1.5,0,96.19774028,0,0,0.768644199,0.007654621,0.007654621,0.007047665,0.027128926,28.52015563,0.107604289,0.107604289,0.107604289,0.20429113,0.134733215,0.339024345,0.08256 -2837,1997/10/7,1.8,0.7,95.62986605,0,0,1.260442932,0.007431305,0.007431305,0.006800927,0.000764263,28.43226724,0.106428907,0.106428907,0.106428907,0.201118223,0.10719317,0.308311393,0.07368 -2838,1997/10/8,1.4,0,94.91335967,0,0,0.709349367,0.007157009,0.007157009,0.0065798,0.000739744,28.34608642,0.105285413,0.105285413,0.105285413,0.198046037,0.106025157,0.304071194,0.05112 -2839,1997/10/9,1.3,0.5,94.50299326,0,0,0.90336281,0.007003599,0.007003599,0.006380696,0.000715569,28.26156942,0.104172685,0.104172685,0.104172685,0.195070373,0.104888254,0.299958627,0.04488 -2840,1997/10/10,1.3,0,93.84383006,0,0,0.652400502,0.006762695,0.006762695,0.006208058,0.000696882,28.17867966,0.103089622,0.103089622,0.103089622,0.192187444,0.103786504,0.295973948,0.04488 -2841,1997/10/11,1.4,0,93.13895049,0,0,0.69836711,0.006512468,0.006512468,0.005987561,0.000673618,28.09731123,0.102035248,0.102035248,0.102035248,0.189391241,0.102708866,0.292100107,0.03888 -2842,1997/10/12,1.4,0,92.43867015,0,0,0.694009069,0.006271264,0.006271264,0.005765921,0.000648904,28.01740723,0.101007739,0.101007739,0.101007739,0.186677659,0.101656643,0.288334302,0.03888 -2843,1997/10/13,1.2,0,91.84119359,0,0,0.59140539,0.006071169,0.006071169,0.00556508,0.000625579,27.93893469,0.100005937,0.100005937,0.100005937,0.184043554,0.100631516,0.28467507,0.03888 -2844,1997/10/14,1.1,0,91.29597898,0,0,0.539321552,0.005893066,0.005893066,0.005393684,0.000605568,27.86187115,0.099029009,0.099029009,0.099029009,0.181486239,0.099634576,0.281120816,0.03888 -2845,1997/10/15,1.1,0,90.75360915,0,0,0.536649767,0.005720065,0.005720065,0.005235407,0.00058761,27.78618016,0.098076275,0.098076275,0.098076275,0.179002671,0.098663885,0.277666555,0.0336 -2846,1997/10/16,1.1,0,90.21407149,0,0,0.533985636,0.005552022,0.005552022,0.005081665,0.000570358,27.71181901,0.0971469,0.0971469,0.0971469,0.176589712,0.097717259,0.27430697,0.03888 -2847,1997/10/17,1.1,0,89.67735349,0,0,0.531329197,0.005388801,0.005388801,0.004932331,0.000553602,27.63874694,0.096239997,0.096239997,0.096239997,0.174244401,0.096793599,0.271038,0.03888 -2848,1997/10/18,1.4,0,88.99975332,0,0,0.672411927,0.005188243,0.005188243,0.00477068,0.000536403,27.5669089,0.095354722,0.095354722,0.095354722,0.171963436,0.095891125,0.267854561,0.03888 -2849,1997/10/19,0.9,0,88.56468301,0,0,0.430007659,0.00506265,0.00506265,0.004619797,0.000518433,27.49627439,0.094490083,0.094490083,0.094490083,0.169744397,0.095008516,0.264752914,0.03888 -2850,1997/10/20,0.9,0,88.13150128,0,0,0.428241697,0.004940031,0.004940031,0.004507938,0.000505055,27.42684188,0.093645404,0.093645404,0.093645404,0.167585848,0.094150459,0.261736307,0.03888 -2851,1997/10/21,1.1,0,87.60568951,0,0,0.52101738,0.004794397,0.004794397,0.004388488,0.000492253,27.3585657,0.092820369,0.092820369,0.092820369,0.165485042,0.093312622,0.258797664,0.03888 -2852,1997/10/22,0.9,0,87.17667392,0,0,0.424337447,0.004678135,0.004678135,0.004269022,0.000478605,27.29140927,0.092014151,0.092014151,0.092014151,0.163439604,0.092492756,0.25593236,0.04488 -2853,1997/10/23,0.7,0,86.84325732,0,0,0.328827255,0.004589347,0.004589347,0.004175241,0.000467236,27.22536252,0.091226046,0.091226046,0.091226046,0.161448034,0.091693282,0.253141316,0.04488 -2854,1997/10/24,0.8,0,86.46426243,0,0,0.374504823,0.004490064,0.004490064,0.004091186,0.000457803,27.16040093,0.090455678,0.090455678,0.090455678,0.159508451,0.090913481,0.250421932,0.04488 -2855,1997/10/25,0.9,0,86.04021186,0,0,0.419669546,0.004381024,0.004381024,0.003997976,0.000447784,27.09648289,0.089702511,0.089702511,0.089702511,0.15761853,0.090150295,0.247768826,0.0336 -2856,1997/10/26,1,0,85.57168876,0,0,0.464260086,0.004263022,0.004263022,0.003896299,0.000436798,27.03356892,0.088965826,0.088965826,0.088965826,0.155776087,0.089402624,0.245178712,0.0336 -2857,1997/10/27,0.7,0,85.24380031,0,0,0.323706485,0.004181964,0.004181964,0.003804694,0.000425915,26.97163899,0.088244943,0.088244943,0.088244943,0.15397957,0.088670858,0.242650428,0.0288 -2858,1997/10/28,0.5,0,85.0091013,0,0,0.230574304,0.004124704,0.004124704,0.003741144,0.000417896,26.91069155,0.08753942,0.08753942,0.08753942,0.152228004,0.087957316,0.24018532,0.05112 -2859,1997/10/29,0.4,0,84.82095065,0,0,0.184071396,0.004079255,0.004079255,0.003694277,0.000412148,26.85071471,0.086849033,0.086849033,0.086849033,0.150520148,0.087261181,0.237781329,0.05112 -2860,1997/10/30,0.5,0,84.58732239,0,0,0.229604881,0.00402338,0.00402338,0.003649253,0.000407235,26.791683,0.086173446,0.086173446,0.086173446,0.148854416,0.086580681,0.235435096,0.05112 -2861,1997/10/31,0.7,1.5,85.32676725,0.8,0.743647214,0.7,0.004202357,0.060555143,0.025956662,0.001643865,26.75531614,0.085512178,0.085512178,0.085512178,0.147835696,0.087156043,0.234991739,0.05112 -2862,1997/11/1,0.7,0.3,85.13795742,0,0,0.484653761,0.004156063,0.004156063,0.032216429,0.004150811,26.72563084,0.085106609,0.085106609,0.085106609,0.147008341,0.08925742,0.236265761,0.05808 -2863,1997/11/2,0.6,0,84.85753458,0,0,0.276334783,0.004088061,0.004088061,0.003713589,0.001079297,26.66868916,0.084776574,0.084776574,0.084776574,0.145431836,0.085855871,0.231287707,0.05808 -2864,1997/11/3,0.6,0.2,84.66969831,0,0,0.383793258,0.004043011,0.004043011,0.003661455,0.000408619,26.61260421,0.084146068,0.084146068,0.084146068,0.143892479,0.084554687,0.228447167,0.06552 -2865,1997/11/4,0.9,7.9,91.13566367,7,6.471806857,0.9,0.0058415,0.534034643,0.213037664,0.012038111,26.76117088,0.083528329,0.083528329,0.083528329,0.147999318,0.09556644,0.243565758,0.06552 -2866,1997/11/5,1.1,14.1,102.9282592,13,11.80333043,1.1,0.010734933,1.207404502,0.746678659,0.061933054,27.42547769,0.085171809,0.085171809,0.085171809,0.167543662,0.147104863,0.314648525,0.07368 -2867,1997/11/6,0.6,0,102.5942935,0,0,0.323403802,0.010561869,0.010561869,0.613793167,0.08652799,27.94773754,0.092804212,0.092804212,0.092804212,0.184337527,0.179332201,0.363669728,0.17256 -2868,1997/11/7,0.6,3.2,104.9093088,2.6,2.326824132,0.6,0.011808787,0.284984655,0.117929742,0.021195586,27.97940724,0.099138257,0.099138257,0.099138257,0.185398303,0.120333843,0.305732146,0.1248 -2869,1997/11/8,1,1.8,105.6105891,0.8,0.713489135,1,0.012208879,0.098719744,0.182893176,0.021173365,28.07326128,0.099532008,0.099532008,0.099532008,0.188571139,0.120705373,0.309276512,0.1248 -2870,1997/11/9,1.2,5.8,109.6755233,4.6,4.079681377,1.2,0.01474713,0.535065754,0.261247468,0.021646592,28.24086714,0.100705461,0.100705461,0.100705461,0.194347067,0.122352052,0.316699119,0.1128 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-2876,1997/11/15,0.1,0,115.9740749,0,0,0.059352752,0.019498449,0.019498449,0.017582128,0.004413816,28.83304085,0.111738556,0.111738556,0.111738556,0.215919529,0.116152372,0.3320719,0.102 -2877,1997/11/16,0.1,0,115.8953212,0,0,0.059321343,0.019432314,0.019432314,0.017522474,0.001949177,28.74841273,0.110571843,0.110571843,0.110571843,0.21272244,0.11252102,0.32524346,0.102 -2878,1997/11/17,0.2,0,115.757448,0,0,0.118556288,0.019316963,0.019316963,0.017443507,0.00194148,28.66566265,0.109440113,0.109440113,0.109440113,0.209633703,0.111381593,0.321015296,0.09216 -2879,1997/11/18,0.1,1.1,116.6056616,1,0.868248969,0.1,0.020035385,0.151786416,0.069723762,0.004840752,28.63522125,0.108341522,0.108341522,0.108341522,0.208506681,0.113182274,0.321688955,0.102 -2880,1997/11/19,0,1.4,117.7968751,1.4,1.212293827,0,0.021080266,0.208786439,0.159128401,0.014867416,28.69168787,0.107939371,0.107939371,0.107939371,0.210601157,0.122806788,0.333407945,0.102 -2881,1997/11/20,0,1.6,119.1553342,1.6,1.380783671,0,0.022324606,0.241540935,0.200849046,0.020925336,28.78704598,0.10868618,0.10868618,0.10868618,0.21417711,0.129611516,0.343788626,0.102 -2882,1997/11/21,0,3.1,121.7912261,3.1,2.66079855,0,0.024906631,0.464108081,0.305322805,0.028653118,28.98073173,0.109955723,0.109955723,0.109955723,0.221592778,0.138608841,0.36020162,0.09216 -2883,1997/11/22,0.1,1.3,122.7901083,1.2,1.024827549,0.1,0.025945334,0.201117785,0.313790162,0.038013193,29.17773972,0.112566897,0.112566897,0.112566897,0.229349071,0.15058009,0.379929161,0.09216 -2884,1997/11/23,0.1,2.9,125.1415449,2.8,2.379964307,0.1,0.028527781,0.448563475,0.278771449,0.028644967,29.33603859,0.115267996,0.115267996,0.115267996,0.235740579,0.143912963,0.379653542,0.09216 -2885,1997/11/24,0.2,0.7,125.5358914,0.5,0.423326879,0.2,0.028980317,0.105653438,0.268223839,0.034411076,29.48005318,0.117471664,0.117471664,0.117471664,0.241680912,0.15188274,0.393563652,0.09216 -2886,1997/11/25,0.1,0.3,125.6759489,0.2,0.169199866,0.1,0.029142416,0.05994255,0.077027783,0.013606356,29.43670333,0.119502476,0.119502476,0.119502476,0.239880104,0.133108831,0.372988935,0.08256 -2887,1997/11/26,0.1,0,125.5838183,0,0,0.063094839,0.029035705,0.029035705,0.041737042,0.005854978,29.36058441,0.118888564,0.118888564,0.118888564,0.236744533,0.124743542,0.361488075,0.08256 -2888,1997/11/27,0,0,125.5548162,0,0,0,0.029002177,0.029002177,0.026118887,0.003267358,29.27140571,0.117816039,0.117816039,0.117816039,0.233113624,0.121083397,0.354197021,0.07368 -2889,1997/11/28,0.2,3.5,128.3034816,3.3,2.780985961,0.2,0.032320542,0.55133458,0.232474763,0.014365773,29.38279289,0.116568313,0.116568313,0.116568313,0.237655891,0.130934085,0.368589976,0.07368 -2890,1997/11/29,0.4,0.4,128.2712017,0,0,0.4,0.032279884,0.032279884,0.291123322,0.037579749,29.54753818,0.118128242,0.118128242,0.118128242,0.24450628,0.155707991,0.400214272,0.07368 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-2896,1997/12/5,0.7,6.8,131.2823919,6.1,5.112789921,0.7,0.036253099,1.023463177,0.419395901,0.024794533,29.4048531,0.114329837,0.114329837,0.114329837,0.238563997,0.13912437,0.377688367,0.1128 -2897,1997/12/6,0.5,0,130.9209171,0,0,0.325718353,0.03575647,0.03575647,0.530875292,0.068946313,29.79889899,0.118438946,0.118438946,0.118438946,0.255268352,0.187385259,0.442653611,0.1248 -2898,1997/12/7,0.5,1.2,131.4667973,0.7,0.582388796,0.5,0.036508571,0.154119775,0.078945999,0.017822955,29.748838,0.124087703,0.124087703,0.124087703,0.253094697,0.141910658,0.395005354,0.1128 -2899,1997/12/8,0.5,7,136.7805193,6.5,5.358235031,0.5,0.044513061,1.18627803,0.546512081,0.036671777,30.14786149,0.123359615,0.123359615,0.123359615,0.270848206,0.160031392,0.430879598,0.1128 -2900,1997/12/9,0.4,1.9,137.9577291,1.5,1.223672963,0.4,0.046463159,0.322790196,0.726487359,0.087500823,30.70620841,0.129248578,0.129248578,0.129248578,0.297389012,0.2167494,0.514138412,0.1248 -2901,1997/12/10,0.2,0,137.7763779,0,0,0.135192835,0.046158368,0.046158368,0.181214319,0.036391153,30.7268362,0.137822353,0.137822353,0.137822353,0.298408878,0.174213506,0.472622384,0.14856 -2902,1997/12/11,0.1,0,137.6628655,0,0,0.067543931,0.045968407,0.045968407,0.041467477,0.007874328,30.61360468,0.138146677,0.138146677,0.138146677,0.29284568,0.146021004,0.438866685,0.14856 -2903,1997/12/12,0.1,0,137.5495826,0,0,0.067503522,0.045779455,0.045779455,0.041296911,0.004594935,30.50374503,0.136373073,0.136373073,0.136373073,0.287529634,0.140968008,0.428497642,0.1248 -2904,1997/12/13,0,0,137.5038792,0,0,0,0.0457034,0.0457034,0.041171459,0.004578506,30.39713761,0.134667888,0.134667888,0.134667888,0.28244677,0.139246394,0.421693164,0.1128 -2905,1997/12/14,0.2,0.3,137.5396538,0.1,0.081537567,0.2,0.045762924,0.064225357,0.048451058,0.004977794,30.3007039,0.133027796,0.133027796,0.133027796,0.27791256,0.13800559,0.41591815,0.102 -2906,1997/12/15,0.3,0.1,137.3592951,0,0,0.23489522,0.045463462,0.045463462,0.050390021,0.005792263,30.20899456,0.131556556,0.131556556,0.131556556,0.27365592,0.137348818,0.411004738,0.102 -2907,1997/12/16,0.3,0,137.1121257,0,0,0.202113861,0.045055621,0.045055621,0.040755978,0.004758677,30.11076288,0.13016821,0.13016821,0.13016821,0.269155866,0.134926887,0.404082753,0.102 -2908,1997/12/17,0.2,0.1,136.9999471,0,0,0.167307108,0.04487149,0.04487149,0.040477308,0.004506332,30.01510106,0.128692767,0.128692767,0.128692767,0.26483189,0.133199099,0.398030989,0.102 -2909,1997/12/18,0.2,1.8,138.2571127,1.6,1.304135512,0.2,0.046969847,0.342834336,0.158109045,0.011029585,30.03476166,0.127267443,0.127267443,0.127267443,0.265715891,0.138297028,0.404012919,0.102 -2910,1997/12/19,0.3,0,138.0074934,0,0,0.203072248,0.046547077,0.046547077,0.191488211,0.024265715,30.08578787,0.127559453,0.127559453,0.127559453,0.268021451,0.151825168,0.419846619,0.09216 -2911,1997/12/20,0.2,0,137.8260235,0,0,0.135228215,0.046241646,0.046241646,0.041771693,0.008142485,29.9920793,0.128319555,0.128319555,0.128319555,0.263799819,0.13646204,0.400261858,0.102 -2912,1997/12/21,0.2,0,137.6449858,0,0,0.135099151,0.045938543,0.045938543,0.041497725,0.004621115,29.90076465,0.126926118,0.126926118,0.126926118,0.259738492,0.131547233,0.391285725,0.102 -2913,1997/12/22,0.5,7.4,143.1607953,6.9,5.571728262,0.5,0.055918749,1.384190488,0.570086165,0.033971965,30.31772119,0.125578709,0.125578709,0.125578709,0.278708336,0.159550674,0.43825901,0.102 -2914,1997/12/23,0.4,4.5,146.3594431,4.1,3.261104545,0.4,0.062456823,0.901352278,1.055002702,0.112037166,31.18284158,0.131815331,0.131815331,0.131815331,0.321697648,0.243852497,0.565550145,0.102 -2915,1997/12/24,0.4,14.5,157.1954989,14.1,10.9253514,0.4,0.089295587,3.263944182,1.744673796,0.147688678,32.66502533,0.145456419,0.145456419,0.145456419,0.407946457,0.293145097,0.701091554,0.17256 -2916,1997/12/25,0.5,15.4,168.1169491,14.9,11.04644077,0.5,0.124990567,3.978549797,3.219889369,0.314215084,35.43557772,0.171126978,0.171126978,0.171126978,0.620463958,0.485342062,1.105806021,1.068 -2917,1997/12/26,0.5,0.3,167.8381289,0,0,0.454864169,0.123955996,0.123955996,2.057750085,0.304818793,36.94975259,0.227544475,0.227544475,0.227544475,0.771119689,0.532363268,1.303482957,0.8856 -2918,1997/12/27,0.4,1.9,168.7955602,1.5,1.084968794,0.4,0.127537517,0.542568723,0.276953698,0.06704609,36.74140682,0.263431894,0.263431894,0.263431894,0.748731362,0.330477984,1.079209346,0.6048 -2919,1997/12/28,0.4,6.8,173.2220412,6.4,4.571671465,0.4,0.145190498,1.973519033,1.05367831,0.080728927,37.24908453,0.258269557,0.258269557,0.258269557,0.804270157,0.338998484,1.143268641,0.3384 -2920,1997/12/29,0.1,0.4,173.288616,0.3,0.212044969,0.1,0.145470189,0.23342522,1.088658443,0.142280058,37.7466819,0.270977103,0.270977103,0.270977103,0.862038183,0.413257161,1.275295344,0.3624 -2921,1997/12/30,0,0,173.1437538,0,0,0,0.144862153,0.144862153,0.175091548,0.041921642,37.38582424,0.283859685,0.283859685,0.283859685,0.819808893,0.325781328,1.14559022,0.3384 -2922,1997/12/31,0,0,172.9994951,0,0,0,0.144258677,0.144258677,0.130137502,0.015517506,37.0124682,0.274474715,0.274474715,0.274474715,0.777968254,0.289992221,1.067960475,0.3384 -2923,1998/1/1,0.2,2.4,174.4009397,2.2,1.551652104,0.2,0.15020749,0.798555386,0.388344523,0.028794755,36.90008124,0.265000167,0.265000167,0.265000167,0.765731647,0.293794922,1.059526569,0.3144 -2924,1998/1/2,0.5,1.3,174.8107308,0.8,0.561774655,0.5,0.15198361,0.390208955,0.557362723,0.063175456,36.94863985,0.26219452,0.26219452,0.26219452,0.770998637,0.325369977,1.096368614,0.3144 -2925,1998/1/3,0.4,6.9,179.1498117,6.5,4.510925336,0.4,0.171844432,2.160919095,1.050793158,0.082703998,37.4371327,0.263404129,0.263404129,0.263404129,0.825704441,0.346108126,1.171812567,0.3144 -2926,1998/1/4,0.1,2.6,180.6799582,2.5,1.709471048,0.1,0.179324516,0.969853468,1.474238765,0.169063992,38.26168223,0.275795394,0.275795394,0.275795394,0.925484621,0.444859386,1.370344007,0.2904 -2927,1998/1/5,0.2,6.6,184.7910771,6.4,4.311841543,0.2,0.200722629,2.288881086,1.394014071,0.139985634,38.93848587,0.29764747,0.29764747,0.29764747,1.014857901,0.437633104,1.452491005,0.2904 -2928,1998/1/6,0.3,0.9,184.9888957,0.6,0.399620197,0.3,0.201801651,0.402181454,1.314560529,0.171918326,39.47822612,0.316486138,0.316486138,0.316486138,1.091306419,0.488404463,1.579710882,0.3384 -2929,1998/1/7,0.2,4.5,187.6140753,4.3,2.84174665,0.2,0.216566991,1.674820341,0.864781149,0.090404658,39.57029005,0.332108269,0.332108269,0.332108269,1.104825486,0.422512927,1.527338413,0.3384 -2930,1998/1/8,0.3,3.6,189.5394863,3.3,2.153348538,0.3,0.227937605,1.374589067,1.388717309,0.145882223,40.10726174,0.334826868,0.334826868,0.334826868,1.186572492,0.480709091,1.667281583,0.3624 -2931,1998/1/9,0.4,8.5,194.4617637,8.1,5.181474295,0.4,0.259196897,3.177722602,1.949545674,0.180578588,41.06284734,0.351001139,0.351001139,0.351001139,1.344961215,0.531579727,1.876540942,0.6792 -2932,1998/1/10,0.4,1.5,194.8922878,1.1,0.692610699,0.4,0.262086614,0.669475915,1.868945497,0.241449928,41.82823359,0.381153309,0.381153309,0.381153309,1.484712549,0.622603237,2.107315786,1.068 -2933,1998/1/11,0.5,15,203.4416759,14.5,8.874434419,0.5,0.325046309,5.95061189,2.689097769,0.212451004,43.1646494,0.406603693,0.406603693,0.406603693,1.759285658,0.619054697,2.378340355,1.692 -2934,1998/1/12,0.4,11.8,209.7055321,11.4,6.642315527,0.4,0.378459322,5.136143794,5.03375535,0.514896879,46.12029416,0.45391731,0.45391731,0.45391731,2.532027903,0.968814189,3.500842092,2.22 -2935,1998/1/13,0.5,4,211.2960918,3.5,1.9836455,0.5,0.393085779,1.909440279,3.347663232,0.452394615,47.16802267,0.572334892,0.572334892,0.572334892,2.872269614,1.024729507,3.896999121,3.024 -2936,1998/1/14,0.6,6.4,214.1099467,5.8,3.233927377,0.6,0.420072465,2.986145088,2.143900774,0.252634152,47.08665704,0.619148507,0.619148507,0.619148507,2.84441491,0.871782659,3.716197569,3.576 -2937,1998/1/15,0.4,7.5,217.5208157,7.1,3.865630248,0.4,0.454761232,3.689130984,2.965279255,0.301346165,47.63153617,0.615418415,0.615418415,0.615418415,3.035818535,0.91676458,3.952583115,3.816 -2938,1998/1/16,0.3,0.2,216.9819624,0,0,0.289720205,0.449133063,0.449133063,2.040099136,0.289504286,47.36987776,0.64070637,0.64070637,0.64070637,2.942463918,0.930210656,3.872674574,3.816 -2939,1998/1/17,0.2,0.2,216.5374301,0,0,0.2,0.444532335,0.444532335,0.402402005,0.083025614,45.92724016,0.628471961,0.628471961,0.628471961,2.473511562,0.711497575,3.185009137,2.808 -2940,1998/1/18,0.4,0.9,216.3655894,0.5,0.270923295,0.4,0.442764043,0.671840748,0.489888328,0.04949691,44.82017067,0.563993636,0.563993636,0.563993636,2.160951456,0.613490546,2.774442002,2.22 -2941,1998/1/19,0.6,5.7,218.6392661,5.1,2.74030098,0.6,0.466624215,2.826323235,1.455889684,0.111793899,44.67196108,0.517827671,0.517827671,0.517827671,2.121926949,0.62962157,2.751548519,1.944 -2942,1998/1/20,0.4,2,219.0192337,1.6,0.850678153,0.4,0.470710546,1.220032393,1.909047571,0.221963959,44.90838468,0.511859239,0.511859239,0.511859239,2.184483204,0.733823198,2.918306402,2.424 -2943,1998/1/21,0.4,1.9,219.3402982,1.5,0.795250261,0.4,0.474185798,1.178935537,1.081791814,0.14004616,44.44754314,0.521403572,0.521403572,0.521403572,2.064036925,0.661449732,2.725486657,2.22 -2944,1998/1/22,0.5,1.9,219.6037178,1.4,0.740472075,0.5,0.477052479,1.136580404,1.044307501,0.117448595,44.03377723,0.502915642,0.502915642,0.502915642,1.960989057,0.620364237,2.581353294,1.944 -2945,1998/1/23,0.7,6.8,222.2837969,6.1,3.187098201,0.7,0.507019063,3.419920862,1.925066968,0.164276773,44.39490018,0.486719534,0.486719534,0.486719534,2.050663556,0.650996307,2.701659863,1.86 -2946,1998/1/24,0.3,4.3,223.8123416,4,2.053321222,0.3,0.524776527,2.471455305,2.703191275,0.294243173,45.30560136,0.500833968,0.500833968,0.500833968,2.293324063,0.795077141,3.088401204,2.316 -2947,1998/1/25,0.2,0.2,223.2936461,0,0,0.2,0.518695524,0.518695524,1.452777048,0.215469074,45.06835754,0.53772426,0.53772426,0.53772426,2.227745123,0.753193333,2.980938456,2.136 -2948,1998/1/26,0.1,0,222.6910993,0,0,0.090843987,0.511702802,0.511702802,0.464063144,0.074747374,44.08649561,0.527933282,0.527933282,0.527933282,1.973858362,0.602680656,2.576539018,2.04 -2949,1998/1/27,0.1,2.1,223.2010881,2,1.027605173,0.1,0.517616393,1.49001122,0.847060802,0.072726566,43.57111357,0.488762084,0.488762084,0.488762084,1.851204925,0.56148865,2.412693575,1.86 -2950,1998/1/28,0.3,4.9,225.0021263,4.6,2.339980213,0.3,0.538942032,2.79896182,1.85817462,0.166194134,43.95616422,0.469054483,0.469054483,0.469054483,1.942178451,0.635248617,2.577427069,1.776 -2951,1998/1/29,0.4,7.1,227.7692542,6.7,3.340207709,0.4,0.573079793,3.932872085,2.967071936,0.289347433,45.15536326,0.483723557,0.483723557,0.483723557,2.251596448,0.77307099,3.024667438,1.86 -2952,1998/1/30,0.2,0.5,227.3494791,0.3,0.148016923,0.2,0.567792016,0.719775093,2.27009464,0.309386454,45.5843648,0.531509063,0.531509063,0.531509063,2.372602161,0.840895517,3.213497678,1.86 -2953,1998/1/31,0.2,2.1,227.714733,1.9,0.937644645,0.2,0.572390775,1.53474613,0.969791487,0.127762089,44.91680784,0.54939368,0.54939368,0.54939368,2.186742132,0.677155769,2.863897901,1.776 -2954,1998/2/1,0.2,3.3,228.6511707,3.1,1.520755881,0.2,0.584318194,2.163562313,1.629715877,0.157665163,44.88898193,0.521745939,0.521745939,0.521745939,2.17928773,0.679411102,2.858698832,1.524 -2955,1998/2/2,0.2,3.7,229.7534726,3.5,1.700915744,0.2,0.598613792,2.397698048,2.039712733,0.214079142,45.18855446,0.520615541,0.520615541,0.520615541,2.260755737,0.734694683,2.99545042,1.44 -2956,1998/2/3,0.4,0.5,229.2104116,0.1,0.048475081,0.4,0.59153614,0.643061059,1.464673558,0.198494255,44.98184981,0.53287771,0.53287771,0.53287771,2.204255921,0.731371965,2.935627885,1.44 -2957,1998/2/4,0.3,0.5,228.7225903,0.2,0.097414782,0.3,0.585236015,0.687821232,0.59643962,0.085983197,44.12048821,0.524395036,0.524395036,0.524395036,1.982196255,0.610378233,2.592574488,1.368 -2958,1998/2/5,0.2,0,227.9633852,0,0,0.183666591,0.575538569,0.575538569,0.574676369,0.065789631,43.37818711,0.490082354,0.490082354,0.490082354,1.807059824,0.555871986,2.36293181,1.212 -2959,1998/2/6,0.1,0.8,227.7351977,0.7,0.344461886,0.1,0.572649323,0.928187436,0.657315774,0.066618776,42.81406568,0.461825464,0.461825464,0.461825464,1.683262668,0.528444239,2.211706908,1.14 -2960,1998/2/7,0,0,227.1696588,0,0,0,0.565538926,0.565538926,0.69208675,0.080699435,42.35850003,0.441144258,0.441144258,0.441144258,1.58879666,0.521843693,2.110640353,1.284 -2961,1998/2/8,0,0,226.6110729,0,0,0,0.558585885,0.558585885,0.506237883,0.060678447,41.80867951,0.424932538,0.424932538,0.424932538,1.480990944,0.485610986,1.966601929,0.9984 -2962,1998/2/9,0,1,226.5509831,1,0.497752186,0,0.55784203,1.060089844,0.700870798,0.066948584,41.49339351,0.405938798,0.405938798,0.405938798,1.422095596,0.472887381,1.894982977,0.6792 -2963,1998/2/10,0,2,226.9816256,2,0.99383318,0,0.563190635,1.569357455,1.155291758,0.111272544,41.60188314,0.395325041,0.395325041,0.395325041,1.442127167,0.506597585,1.948724751,0.6792 -2964,1998/2/11,0,0.2,226.5235221,0.2,0.099398811,0,0.557502355,0.658103545,1.052386523,0.130927405,41.60965306,0.398954572,0.398954572,0.398954572,1.443571175,0.529881978,1.973453153,0.6792 -2965,1998/2/12,0,0,225.9727968,0,0,0,0.5507253,0.5507253,0.54986818,0.074200964,41.19117421,0.399215426,0.399215426,0.399215426,1.367562455,0.47341639,1.840978844,0.6792 -2966,1998/2/13,0,0.2,225.5277895,0.2,0.100290487,0,0.545297753,0.645007266,0.53290343,0.058408469,40.80832695,0.385338663,0.385338663,0.385338663,1.301089352,0.443747132,1.744836484,0.6792 -2967,1998/2/14,0.4,4.3,226.9128189,3.9,1.947362696,0.4,0.562333292,2.514970596,1.319326429,0.10443432,41.14177779,0.3729484,0.3729484,0.3729484,1.35882399,0.47738272,1.83620671,0.6792 -2968,1998/2/15,0.5,5.7,228.8829434,5.2,2.557425495,0.5,0.587300957,3.229875462,2.545931392,0.245134451,42.46166201,0.383723743,0.383723743,0.383723743,1.609770911,0.628858195,2.238629106,0.564 -2969,1998/2/16,0.6,10.4,232.9273607,9.8,4.685772774,0.6,0.641355564,5.75558279,3.904791283,0.369994965,44.67285786,0.428565735,0.428565735,0.428565735,2.122161166,0.7985607,2.920721866,0.564 -2970,1998/2/17,0.6,5.2,234.4071424,4.6,2.141887691,0.6,0.662105902,3.120218212,4.138795503,0.487923578,46.63068409,0.511895204,0.511895204,0.511895204,2.692864475,0.999818782,3.692683257,1.284 -2971,1998/2/18,0.6,2.5,234.6193746,1.9,0.877357935,0.6,0.665125768,1.687767833,2.242237168,0.31166181,46.73941798,0.594811336,0.594811336,0.594811336,2.728314616,0.906473146,3.634787762,1.692 -2972,1998/2/19,0.2,0.1,233.8719748,0,0,0.192859804,0.654539985,0.654539985,1.110764127,0.162992196,45.96500221,0.599679956,0.599679956,0.599679956,2.484859858,0.762672153,3.247532011,1.524 -2973,1998/2/20,0,0,233.2264678,0,0,0,0.645506979,0.645506979,0.585517043,0.077441868,44.92673144,0.565618338,0.565618338,0.565618338,2.189406143,0.643060206,2.832466349,1.284 -2974,1998/2/21,0,0,232.5897719,0,0,0,0.636695913,0.636695913,0.577475026,0.064463848,44.05917605,0.522149498,0.522149498,0.522149498,1.967179918,0.586613347,2.553793265,1.14 -2975,1998/2/22,0.3,8.6,235.7531453,8.3,3.844820209,0.3,0.681446855,5.136626646,2.350942666,0.162546683,44.75429445,0.487702837,0.487702837,0.487702837,2.143527103,0.65024952,2.793776623,1.068 -2976,1998/2/23,1,5.6,237.1341758,4.6,2.082792265,1,0.701761711,3.218969446,3.865300173,0.418497128,46.48783116,0.515168719,0.515168719,0.515168719,2.646932183,0.933665847,3.58059803,1.692 -2977,1998/2/24,0.3,0.2,236.3507242,0,0,0.293273444,0.690178197,0.690178197,1.897950527,0.289007526,46.36593379,0.588458013,0.588458013,0.588458013,2.608305915,0.877465538,3.485771453,1.776 -2978,1998/2/25,0.1,0,235.578664,0,0,0.093145903,0.678914335,0.678914335,0.616710025,0.098595742,45.27965166,0.583075133,0.583075133,0.583075133,2.286067281,0.681670876,2.967738157,1.608 -2979,1998/2/26,0.1,2.1,235.8090097,2,0.912605025,0.1,0.682259309,1.769654284,1.041972719,0.091965962,44.72298221,0.536647058,0.536647058,0.536647058,2.135289229,0.62861302,2.763902249,1.368 -2980,1998/2/27,0.5,1.8,235.7208071,1.3,0.592774332,0.5,0.680976907,1.388202575,1.441977775,0.155728194,44.58066477,0.513908294,0.513908294,0.513908294,2.098203504,0.669636488,2.767839993,1.368 -2981,1998/2/28,0.8,0,234.3160839,0,0,0.743909567,0.660813615,0.660813615,0.96199192,0.127353084,44.07887141,0.50820727,0.50820727,0.50820727,1.971992551,0.635560355,2.607552906,1.44 -2982,1998/3/1,0.8,0.9,233.7102259,0.1,0.046409015,0.8,0.652267024,0.705858009,0.612529215,0.075649092,43.37380003,0.48846631,0.48846631,0.48846631,1.806066904,0.564115401,2.370182305,1.284 -2983,1998/3/2,0.7,1,233.2050107,0.3,0.139993222,0.7,0.645208448,0.805215226,0.674528089,0.072235438,42.82450599,0.46166201,0.46166201,0.46166201,1.685484142,0.533897448,2.21938159,1.212 -2984,1998/3/3,0.5,0,232.1119126,0,0,0.46295132,0.630146796,0.630146796,0.655524392,0.07550696,42.33707955,0.441520883,0.441520883,0.441520883,1.584471714,0.517027843,2.101499557,1.14 -2985,1998/3/4,0.4,0,231.1254686,0,0,0.369644932,0.616799034,0.616799034,0.56185842,0.06478651,41.83677764,0.424180912,0.424180912,0.424180912,1.48634124,0.488967421,1.975308661,1.14 -2986,1998/3/5,1,5.8,232.7593628,4.8,2.272927491,1,0.639033311,3.16610582,1.562346673,0.117794446,42.2408497,0.40689446,0.40689446,0.40689446,1.565169078,0.524688906,2.089857984,0.9288 -2987,1998/3/6,0.9,12.3,237.2902331,11.4,5.234958015,0.9,0.704087655,6.86912964,4.312554711,0.367824653,44.81471642,0.420815999,0.420815999,0.420815999,2.15950399,0.788640652,2.948144642,1.368 -2988,1998/3/7,0.7,0.1,236.0449681,0,0,0.659565486,0.685699545,0.685699545,3.739151902,0.507512963,46.43981911,0.51760715,0.51760715,0.51760715,2.631656355,1.025120114,3.656776469,1.944 -2989,1998/3/8,0.5,0,234.9103579,0,0,0.465325968,0.669284218,0.669284218,0.610643901,0.141138456,45.33517659,0.586333625,0.586333625,0.586333625,2.301620054,0.727472081,3.029092135,1.524 -2990,1998/3/9,0.5,0,233.7925482,0,0,0.464386686,0.653423054,0.653423054,0.596089056,0.066773892,44.4145685,0.538953844,0.538953844,0.538953844,2.055650992,0.605727737,2.661378729,1.44 -2991,1998/3/10,0.5,0,232.6910088,0,0,0.463449042,0.638090387,0.638090387,0.582022817,0.06519284,43.63270461,0.501610996,0.501610996,0.501610996,1.865497704,0.566803836,2.432301539,1.368 -2992,1998/3/11,0.6,0.3,231.7877187,0,0,0.577555361,0.625734658,0.625734658,0.569399602,0.063718684,42.95912368,0.47137924,0.47137924,0.47137924,1.714359771,0.535097923,2.249457694,1.284 -2993,1998/3/12,0.8,0.9,231.2172465,0.1,0.047558939,0.8,0.618031205,0.670472267,0.580836944,0.063701194,42.39098331,0.446397682,0.446397682,0.446397682,1.595374987,0.510098876,2.105473863,1.14 -2994,1998/3/13,0.7,0,229.9701626,0,0,0.645626991,0.601456849,0.601456849,0.576157129,0.065004713,41.89561523,0.426074164,0.426074164,0.426074164,1.497599377,0.491078877,1.988678255,1.068 -2995,1998/3/14,0.8,0,228.6498158,0,0,0.736046057,0.584300793,0.584300793,0.534532816,0.060583109,41.42877008,0.408900824,0.408900824,0.408900824,1.410278789,0.469483933,1.879762722,0.9984 -2996,1998/3/15,0.9,0,227.2573147,0,0,0.825864726,0.566636326,0.566636326,0.518891493,0.058244702,41.00581503,0.393174302,0.393174302,0.393174302,1.335020845,0.451419004,1.786439849,0.864 -2997,1998/3/16,1.3,0,225.5228632,0,0,1.189213624,0.545237911,0.545237911,0.501518196,0.056402291,40.6176063,0.379303676,0.379303676,0.379303676,1.269030602,0.435705968,1.704736569,0.7992 -2998,1998/3/17,1.4,0,223.7230295,0,0,1.276108281,0.523725395,0.523725395,0.482214542,0.054303984,40.25650914,0.366883451,0.366883451,0.366883451,1.210195157,0.421187435,1.631382592,0.7992 -2999,1998/3/18,1.5,6.5,225.7054806,5,2.529910894,1.5,0.547459782,3.017548887,1.456659028,0.107365523,40.77356721,0.35559396,0.35559396,0.35559396,1.295194921,0.462959482,1.758154404,0.6792 -3000,1998/3/19,1.2,1.9,225.5118306,0.7,0.351453927,1.2,0.545103913,0.893649986,1.876644432,0.225722803,41.58335966,0.371837737,0.371837737,0.371837737,1.438689718,0.59756054,2.036250257,0.864 -3001,1998/3/20,1,3.3,226.1120643,2.3,1.152666451,1,0.552432785,1.699766334,1.122780412,0.132108969,41.65285096,0.398333189,0.398333189,0.398333189,1.451622293,0.530442159,1.982064452,0.7992 -3002,1998/3/21,0.9,0.1,224.8445344,0,0,0.830481627,0.537048273,0.537048273,1.070401375,0.134947574,41.66923426,0.400667897,0.400667897,0.400667897,1.454685973,0.53561547,1.990301444,0.7392 -3003,1998/3/22,1,1.6,224.6138312,0.6,0.30358243,1,0.534285607,0.830703176,0.599366076,0.073863909,41.28544534,0.401219749,0.401219749,0.401219749,1.384374752,0.475083658,1.85945841,0.6792 -3004,1998/3/23,1.4,3.6,225.1841465,2.2,1.111451257,1.4,0.541136028,1.629684771,1.063309353,0.097144493,41.34254415,0.388434137,0.388434137,0.388434137,1.394644675,0.48557863,1.880223305,0.6792 -3005,1998/3/24,1.6,3.9,225.7916093,2.3,1.155973044,1.6,0.548510218,1.692537173,1.491549151,0.154924749,41.75381807,0.39031764,0.39031764,0.39031764,1.470592869,0.545242388,2.015835258,0.7992 -3006,1998/3/25,0.9,1.6,225.5966628,0.7,0.351188485,0.9,0.546134941,0.894946457,1.208156435,0.151005403,41.87282261,0.404077496,0.404077496,0.404077496,1.49322939,0.555082899,2.048312288,0.7992 -3007,1998/3/26,1.1,3.7,226.3425789,2.6,1.301184451,1.1,0.555268363,1.854083912,1.184405661,0.119954634,41.95610076,0.408122759,0.408122759,0.408122759,1.509250273,0.528077393,2.037327666,0.7992 -3008,1998/3/27,1.6,0.5,224.8014466,0,0,1.50460089,0.536531426,0.536531426,1.148112326,0.145175964,41.99784635,0.41097074,0.41097074,0.41097074,1.517337473,0.556146704,2.073484177,0.864 -3009,1998/3/28,1.4,2,224.5713641,0.6,0.3036958,1.4,0.533778312,0.830082512,0.598859895,0.075636099,41.57244277,0.412403701,0.412403701,0.412403701,1.436667182,0.4880398,1.924706982,0.6792 -3010,1998/3/29,1.3,1.8,224.2945229,0.5,0.253639617,1.3,0.530480777,0.77684116,0.726038657,0.078377418,41.30802128,0.397967299,0.397967299,0.397967299,1.388427442,0.476344717,1.864772159,0.6192 -3011,1998/3/30,1.3,2.9,224.5723606,1.6,0.811627887,1.3,0.533790212,1.322162325,0.914612657,0.090281836,41.23623554,0.389178066,0.389178066,0.389178066,1.375576464,0.479459902,1.855036365,0.6192 -3012,1998/3/31,1.6,0.6,223.1453189,0,0,1.510074625,0.516967055,0.516967055,0.871814532,0.108110642,41.13690207,0.386816084,0.386816084,0.386816084,1.357964083,0.494926726,1.852890809,0.6192 -3013,1998/4/1,1.4,0,221.3787312,0,0,1.269852948,0.496734756,0.496734756,0.457276584,0.060749279,40.69567356,0.383564604,0.383564604,0.383564604,1.2820697,0.444313883,1.726383583,0.6792 -3014,1998/4/2,1.6,15.6,227.8895259,14,7.085396826,1.6,0.574602103,7.489205277,3.209776623,0.203396339,42.63023992,0.369357419,0.369357419,0.369357419,1.644567685,0.572753757,2.217321443,0.54 -3015,1998/4/3,1,10.1,231.6632666,9.1,4.397788163,1,0.624047542,5.326259379,5.885707662,0.618973389,46.34787156,0.434550448,0.434550448,0.434550448,2.60262647,1.053523837,3.656150307,1.572 -3016,1998/4/4,0.8,0,230.3187979,0,0,0.738414754,0.60605389,0.60605389,2.928686706,0.454528175,47.03274328,0.582280524,0.582280524,0.582280524,2.826095511,1.0368087,3.862904211,1.572 -3017,1998/4/5,0.9,1.6,230.0533409,0.7,0.337094009,0.9,0.602551063,0.965457054,0.687448176,0.124165469,45.87519813,0.612955674,0.612955674,0.612955674,2.457948993,0.737121143,3.195070136,1.176 -3018,1998/4/6,0.7,9,233.3450673,8.3,3.938885489,0.7,0.647159044,5.008273555,2.466222489,0.181046377,46.31184771,0.561760008,0.561760008,0.561760008,2.591332924,0.742806385,3.33413931,1.248 -3019,1998/4/7,0.9,18.6,240.5563907,17.7,7.965535591,0.9,0.754212229,10.48867664,6.672745698,0.57344002,49.69147184,0.580698043,0.580698043,0.580698043,3.873819611,1.154138063,5.027957674,1.728 -3020,1998/4/8,0.8,8,242.8467366,7.2,3.081393054,0.8,0.791047167,4.909654114,7.235544702,0.861771631,52.36964579,0.743043937,0.743043937,0.743043937,5.300414687,1.604815568,6.905230255,2.784 -3021,1998/4/9,1.1,2.1,242.485068,1,0.423467564,1.1,0.785136078,1.361668514,3.016884421,0.478887777,51.49437594,0.892907993,0.892907993,0.892907993,4.785062266,1.37179577,6.156858036,4.536 -3022,1998/4/10,0.8,4.1,243.0855633,3.3,1.395465402,0.8,0.794970175,2.699504773,1.754078871,0.207378054,50.04982542,0.841758054,0.841758054,0.841758054,4.040387443,1.049136108,5.089523551,4.536 -3023,1998/4/11,0.5,0.5,242.3033832,0,0,0.5,0.782180103,0.782180103,1.672021927,0.212086653,48.93875572,0.761968411,0.761968411,0.761968411,3.545060032,0.974055064,4.519115096,4.296 -3024,1998/4/12,0.5,2.8,242.4949599,2.3,0.976873965,0.5,0.785297274,2.108423309,1.227958916,0.129942342,47.78080562,0.704390052,0.704390052,0.704390052,3.090299067,0.834332394,3.924631461,3.456 -3025,1998/4/13,0.8,3.8,242.9712367,3,1.269367064,0.8,0.793090274,2.523723209,2.061665339,0.204316166,47.50123922,0.647761484,0.647761484,0.647761484,2.988993227,0.85207765,3.841070877,3.36 -3026,1998/4/14,1.5,0.8,241.5423381,0,0,1.45900315,0.769895424,0.769895424,1.578415915,0.208977844,46.92457866,0.634592992,0.634592992,0.634592992,2.789669472,0.843570836,3.633240309,3.36 -3027,1998/4/15,1.6,1.7,240.8269025,0.1,0.043053706,1.6,0.758489303,0.815435597,0.710898722,0.098674214,45.8060923,0.608036036,0.608036036,0.608036036,2.43742111,0.706710249,3.144131359,2.808 -3028,1998/4/16,1.6,0.7,239.2488885,0,0,1.544201509,0.733812473,0.733812473,0.701642835,0.079214846,44.88761642,0.558803782,0.558803782,0.558803782,2.178922506,0.638018628,2.816941133,2.616 -3029,1998/4/17,1.5,2.3,238.8733132,0.8,0.352460467,1.5,0.728035719,1.175575252,0.834971066,0.084040608,44.23310377,0.520560114,0.520560114,0.520560114,2.010043826,0.604600722,2.614644548,2.316 -3030,1998/4/18,1.3,5.7,240.0568984,4.4,1.929951007,1.3,0.746365843,3.216414836,1.864350573,0.157143584,44.5115315,0.494474537,0.494474537,0.494474537,2.080397375,0.651618121,2.732015496,2.04 -3031,1998/4/19,1.2,3.4,240.2650826,2.2,0.957812335,1.2,0.749628112,1.991815777,2.410935895,0.270691566,45.17179498,0.505454263,0.505454263,0.505454263,2.256126682,0.776145829,3.032272511,2.316 -3032,1998/4/20,1.6,9.9,243.025285,8.3,3.554180958,1.6,0.793978558,5.539797599,3.194436824,0.291502776,46.30822,0.532186314,0.532186314,0.532186314,2.590198115,0.82368909,3.413887205,2.136 -3033,1998/4/21,2.3,35.1,254.8667022,32.8,12.85035361,2.3,1.008936495,20.95858288,11.07775828,0.850575409,52.55195869,0.580538853,0.580538853,0.580538853,5.414558447,1.431114262,6.845672709,2.712 -3034,1998/4/22,1.3,2.5,254.3068831,1.2,0.43799847,1.3,0.997817516,1.759819045,11.27731927,1.492594588,56.30582016,0.903835008,0.903835008,0.903835008,8.427292795,2.396429596,10.82372239,8.736 -3035,1998/4/23,1.6,13.8,257.6079752,12.2,4.365930155,1.6,1.064838091,8.898907935,4.404481167,0.559119084,54.80723641,1.150706308,1.150706308,1.150706308,7.053771233,1.709825392,8.763596625,7.608 -3036,1998/4/24,1.8,3.7,257.2175794,1.9,0.666331767,1.8,1.056727568,2.2903958,5.398002998,0.660634577,54.47179227,1.047033666,1.047033666,1.047033666,6.780480798,1.707668244,8.488149042,9.36 -3037,1998/4/25,2,11.5,259.4017254,9.5,3.286898972,2,1.102752933,7.315853961,4.046907679,0.417290397,53.49642251,1.02477568,1.02477568,1.02477568,6.047053118,1.442066078,7.489119196,7.872 -3038,1998/4/26,2.1,2.8,258.5568694,0.7,0.239905431,2.1,1.084761432,1.544856001,4.304155142,0.545641166,53.03404605,0.961976746,0.961976746,0.961976746,5.728508351,1.507617912,7.236126263,8.304 -3039,1998/4/27,1.8,0.3,256.0802583,0,0,1.743227349,1.033383724,1.033383724,1.18828838,0.211323338,50.76288888,0.933189079,0.933189079,0.933189079,4.392634632,1.144512417,5.537147049,6.744 -3040,1998/4/28,1.7,8.8,257.5283818,7.1,2.511303954,1.7,1.063180459,5.651876505,2.754805386,0.210746405,50.20412697,0.800645259,0.800645259,0.800645259,4.114212548,1.011391663,5.125604211,5.808 -3041,1998/4/29,1.8,1.8,256.4867041,0,0,1.8,1.041677782,1.041677782,3.265205631,0.409522685,50.15093664,0.770222055,0.770222055,0.770222055,4.08861802,1.17974474,5.26836276,5.664 -3042,1998/4/30,1.8,0.1,253.8664571,0,0,1.731107317,0.989139647,0.989139647,0.916752235,0.157388341,48.47799929,0.76736971,0.76736971,0.76736971,3.3570593,0.924758052,4.281817351,5.04 -3043,1998/5/1,2.5,0.2,250.7390034,0,0,2.398198223,0.929255427,0.929255427,0.866565487,0.098219181,47.15739745,0.68145062,0.68145062,0.68145062,2.868617946,0.7796698,3.648287747,4.536 -3044,1998/5/2,3.2,0,246.8372939,0,0,3.043024231,0.858685305,0.858685305,0.808447705,0.092082844,46.06834622,0.618660494,0.618660494,0.618660494,2.516159429,0.710743338,3.226902767,3.96 -3045,1998/5/3,1.8,2.7,246.3511613,0.9,0.364072001,1.8,0.850204597,1.386132596,0.981210443,0.098278302,45.32177964,0.570081779,0.570081779,0.570081779,2.297858799,0.66836008,2.966218879,3.456 -3046,1998/5/4,2,0.2,243.8414602,0,0,1.902210862,0.807490222,0.807490222,1.018898508,0.119691299,44.73945523,0.53839662,0.53839662,0.53839662,2.139619538,0.658087919,2.797707457,3.096 -3047,1998/5/5,2.7,0,240.5458517,0,0,2.54156255,0.754045991,0.754045991,0.70562544,0.086400586,44.005528,0.514571115,0.514571115,0.514571115,1.954123786,0.600971701,2.555095487,2.352 -3048,1998/5/6,2.4,10.5,243.2084812,8.1,3.459624882,2.4,0.796995353,5.437370472,2.529016347,0.178833588,44.85101774,0.485627542,0.485627542,0.485627542,2.169154144,0.66446113,2.833615274,2.448 -3049,1998/5/7,2.2,2.1,242.3316206,0,0,2.194221656,0.78263893,0.78263893,3.054555352,0.386329944,45.94562001,0.51907611,0.51907611,0.51907611,2.479029198,0.905406054,3.384435252,2.544 -3050,1998/5/8,2.3,0,239.4345315,0,0,2.160407696,0.736681476,0.736681476,0.686217293,0.132154126,44.99012746,0.564784007,0.564784007,0.564784007,2.206493852,0.696938133,2.903431985,2.256 -3051,1998/5/9,2.5,0,236.4069639,0,0,2.336563025,0.691004545,0.691004545,0.644966419,0.073207593,44.1663352,0.524732864,0.524732864,0.524732864,1.993491535,0.597940457,2.591431992,1.884 -3052,1998/5/10,3.1,0,232.8855277,0,0,2.880659474,0.640776669,0.640776669,0.60205911,0.068536697,43.43931605,0.491867081,0.491867081,0.491867081,1.820945348,0.560403778,2.381349126,1.584 -3053,1998/5/11,3.2,0.2,229.5198625,0,0,2.970104383,0.59556087,0.59556087,0.558834287,0.063677598,42.78513695,0.464107309,0.464107309,0.464107309,1.677120697,0.527784907,2.204905604,1.452 -3054,1998/5/12,3.6,1.6,227.11841,0,0,3.436554359,0.564898115,0.564898115,0.523889957,0.059416341,42.19340137,0.440101882,0.440101882,0.440101882,1.55572742,0.499518223,2.055245643,1.404 -3055,1998/5/13,3.3,35.3,241.1478328,32,14.79301166,3.3,0.763588889,17.97057723,7.385367842,0.438904878,47.13648859,0.41916389,0.41916389,0.41916389,2.861444512,0.858068768,3.71951328,1.536 -3056,1998/5/14,2.4,1.8,239.841598,0,0,2.363230691,0.743004111,0.743004111,9.366928954,1.213627562,52.02808689,0.617700961,0.617700961,0.617700961,5.093031612,1.831328523,6.924360135,5.424 -3057,1998/5/15,2.7,1.3,237.8190554,0,0,2.61052685,0.712015693,0.712015693,0.656460201,0.276806205,49.68593817,0.872690969,0.872690969,0.872690969,3.871299888,1.149497174,5.020797062,4.536 -3058,1998/5/16,2.8,7.1,238.9966182,4.3,1.907491012,2.8,0.729928226,3.122437215,1.59316829,0.124475651,48.61137178,0.742754367,0.742754367,0.742754367,3.410489049,0.867230018,4.277719066,3.624 -3059,1998/5/17,3.6,0,234.9673782,0,0,3.359138494,0.670101545,0.670101545,1.841279015,0.229986136,47.97728687,0.688035032,0.688035032,0.688035032,3.163398958,0.918021169,4.081420126,3.6 -3060,1998/5/18,3.8,10.2,237.1737207,6.4,2.908693071,3.8,0.702350518,4.193657447,1.995243399,0.173275382,47.6038503,0.657132399,0.657132399,0.657132399,3.025812368,0.830407781,3.856220149,3.12 -3061,1998/5/19,3.8,0,232.997507,0,0,3.53388648,0.642327215,0.642327215,2.371165979,0.29985677,47.59264784,0.639403877,0.639403877,0.639403877,3.02177231,0.939260647,3.961032957,3.6 -3062,1998/5/20,4,6.4,233.470948,2.4,1.122357219,4,0.648916259,1.926559039,1.085492682,0.134306741,46.62575153,0.638877392,0.638877392,0.638877392,2.691266388,0.773184133,3.464450521,2.64 -3063,1998/5/21,2.9,5.7,234.1151898,2.8,1.302211576,2.9,0.657969747,2.155758172,1.824459347,0.182540328,46.41956549,0.594591149,0.594591149,0.594591149,2.62523654,0.777131477,3.402368017,3.168 -3064,1998/5/22,3.4,0,230.3630164,0,0,3.145534501,0.606638963,0.606638963,1.328127463,0.178869585,45.87518653,0.585439109,0.585439109,0.585439109,2.457945531,0.764308694,3.222254226,2.856 -3065,1998/5/23,3.3,11.3,233.5017339,8,3.78806415,3.3,0.649346595,4.861282445,2.22697876,0.1723237,46.12917498,0.56175951,0.56175951,0.56175951,2.53474982,0.73408321,3.26883303,2.304 -3066,1998/5/24,3.1,0.3,230.3069932,0,0,2.888842999,0.605897773,0.605897773,2.693857533,0.342542725,46.68517607,0.572720711,0.572720711,0.572720711,2.710577153,0.915263436,3.625840589,2.64 -3067,1998/5/25,3.2,0,226.8061739,0,0,2.939812665,0.561006555,0.561006555,0.527571524,0.109793421,45.47016521,0.597247701,0.597247701,0.597247701,2.339830083,0.707041122,3.046871204,1.968 -3068,1998/5/26,3.9,16.1,232.0892975,12.2,5.912961735,3.9,0.629838204,6.916876469,3.016101228,0.196141016,46.40897314,0.544591484,0.544591484,0.544591484,2.621884778,0.740732499,3.362617277,1.848 -3069,1998/5/27,3.3,7.4,233.368573,4.1,1.926762422,3.3,0.647486877,2.820724455,4.606804707,0.526814973,48.30990823,0.584971678,0.584971678,0.584971678,3.290841302,1.111786652,4.402627954,4.152 -3070,1998/5/28,2.7,1.2,231.3605271,0,0,2.588087102,0.619958793,0.619958793,1.669132497,0.282076825,47.62044932,0.673216461,0.673216461,0.673216461,3.031807866,0.955293286,3.987101153,3.336 -3071,1998/5/29,2,3.9,231.6403951,1.9,0.903605875,2,0.623737887,1.620132012,0.953129943,0.109905962,46.54767709,0.640184557,0.640184557,0.640184557,2.666086734,0.75009052,3.416177254,3.168 -3072,1998/5/30,2.1,1.6,230.5694098,0,0,2.061609473,0.609375858,0.609375858,1.058770425,0.128030941,45.77061738,0.591113704,0.591113704,0.591113704,2.426943832,0.719144645,3.146088477,2.856 -3073,1998/5/31,2.4,0,227.7885385,0,0,2.207547605,0.573323661,0.573323661,0.534194085,0.072067348,44.7260159,0.557290551,0.557290551,0.557290551,2.136086114,0.629357899,2.765444013,2.76 -3074,1998/6/1,2.7,3.6,227.6602176,0.9,0.443381619,2.7,0.571702498,1.028320879,0.695760048,0.067744744,43.98633472,0.514030314,0.514030314,0.514030314,1.949471545,0.581775058,2.531246603,2.4 -3075,1998/6/2,2.9,5.7,228.4536123,2.8,1.37518003,2.9,0.581785387,2.006605358,1.3120076,0.118939045,43.86333755,0.484886613,0.484886613,0.484886613,1.91989138,0.603825658,2.523717038,2.472 -3076,1998/6/3,3.2,8.5,230.4162283,5.3,2.569959633,3.2,0.607343634,3.337384001,2.331733561,0.218332967,44.57777283,0.480157638,0.480157638,0.480157638,2.097455925,0.698490605,2.79594653,3.84 -3077,1998/6/4,2.7,8,232.3070875,5.3,2.523674301,2.7,0.632815103,3.409140802,3.031996533,0.319618026,45.70901444,0.508091894,0.508091894,0.508091894,2.408846818,0.82770992,3.236556738,3.288 -3078,1998/6/5,2,11.9,236.2009245,9.9,4.581818029,2,0.687981026,6.006162997,4.094306489,0.397072296,47.40363437,0.554669752,0.554669752,0.554669752,2.954356311,0.951742049,3.90609836,4.296 -3079,1998/6/6,2.1,1.1,234.6054718,0,0,2.03052509,0.664927605,0.664927605,3.295231897,0.45274683,48.1137803,0.630040869,0.630040869,0.630040869,3.215126832,1.082787699,4.297914531,5.424 -3080,1998/6/7,2.4,0,231.7558993,0,0,2.224269534,0.625302954,0.625302954,0.582779184,0.12861878,46.65839867,0.663699004,0.663699004,0.663699004,2.701859823,0.792317783,3.494177606,4.536 -3081,1998/6/8,2.9,0,228.5011891,0,0,2.67231567,0.582394538,0.582394538,0.545819588,0.062055816,45.46259551,0.59604958,0.59604958,0.59604958,2.337672325,0.658105396,2.995777721,4.176 -3082,1998/6/9,3.4,0,224.8520814,0,0,3.11196887,0.537138841,0.537138841,0.506274608,0.05775218,44.44878979,0.544274234,0.544274234,0.544274234,2.064354564,0.602026414,2.666380978,3.384 -3083,1998/6/10,3.8,0.3,221.1780123,0,0,3.479592226,0.494476878,0.494476878,0.466569262,0.053311226,43.5678693,0.502965013,0.502965013,0.502965013,1.85045476,0.556276239,2.406730999,2.76 -3084,1998/6/11,2.8,3.1,220.8439524,0.3,0.156677509,2.8,0.490737365,0.634059856,0.500178218,0.053014701,42.84675329,0.468932256,0.468932256,0.468932256,1.690226491,0.521946957,2.212173448,2.592 -3085,1998/6/12,2.8,0,217.8617643,0,0,2.523836593,0.45835154,0.45835154,0.501231745,0.057902942,42.22775153,0.442324198,0.442324198,0.442324198,1.562557703,0.50022714,2.062784843,2.256 -3086,1998/6/13,3.1,0,214.6611878,0,0,2.775046979,0.425529531,0.425529531,0.399548445,0.047187069,41.60496051,0.420359468,0.420359468,0.420359468,1.442698933,0.467546537,1.91024547,2.064 -3087,1998/6/14,3.2,0,211.4236118,0,0,2.843298173,0.394277813,0.394277813,0.370629058,0.042254101,41.03461493,0.399057872,0.399057872,0.399057872,1.340032506,0.441311973,1.781344479,1.704 -3088,1998/6/15,3.9,0.1,207.7145558,0,0,3.448285571,0.360770436,0.360770436,0.341611305,0.039060896,40.50589235,0.380236892,0.380236892,0.380236892,1.250570775,0.419297788,1.669868563,1.536 -3089,1998/6/16,3.9,7.3,209.2946803,3.4,1.954877776,3.9,0.374753227,1.819875451,0.901183741,0.068499497,40.5178967,0.363363833,0.363363833,0.363363833,1.252543226,0.431863329,1.684406555,1.452 -3090,1998/6/17,3.8,3.7,208.8360234,0,0,3.788006498,0.370650415,0.370650415,1.065301071,0.132968182,40.66928872,0.363740876,0.363740876,0.363740876,1.277649925,0.496709057,1.774358983,1.572 -3091,1998/6/18,3.7,0,205.2564162,0,0,3.239753418,0.339853823,0.339853823,0.321417674,0.053481562,40.16375867,0.368519949,0.368519949,0.368519949,1.195467672,0.42200151,1.617469183,1.284 -3092,1998/6/19,4.2,0,201.3061596,0,0,3.641966752,0.308289781,0.308289781,0.293397524,0.033655784,39.68762746,0.352734715,0.352734715,0.352734715,1.122263452,0.386390499,1.508653951,1.1304 -3093,1998/6/20,4.5,0.1,197.253314,0,0,3.87444819,0.27839746,0.27839746,0.265650381,0.030545125,39.23528368,0.338314774,0.338314774,0.338314774,1.056308937,0.368859899,1.425168836,0.9792 -3094,1998/6/21,4.6,0,193.1024292,0,0,3.900644506,0.250240321,0.250240321,0.239432861,0.027574262,38.80328595,0.325010036,0.325010036,0.325010036,0.996440625,0.352584299,1.349024924,0.8376 -3095,1998/6/22,4.5,0.1,189.1895818,0,0,3.787010975,0.225836402,0.225836402,0.215574329,0.024820466,38.38966526,0.312656706,0.312656706,0.312656706,0.941851723,0.337477171,1.279328895,0.7032 -3096,1998/6/23,4.1,0,185.5882628,0,0,3.396219571,0.205099401,0.205099401,0.195059596,0.022416295,37.99385823,0.301146709,0.301146709,0.301146709,0.89201334,0.323563004,1.215576344,0.576 -3097,1998/6/24,3.6,0,182.449784,0,0,2.950179208,0.18829961,0.18829961,0.177951882,0.020385768,37.6157237,0.290418899,0.290418899,0.290418899,0.846505304,0.310804667,1.157309971,0.516 -3098,1998/6/25,4.3,0,178.7951942,0,0,3.48444269,0.170147143,0.170147143,0.16229763,0.018629661,37.25366271,0.280427732,0.280427732,0.280427732,0.804786358,0.299057392,1.103843751,0.4848 -3099,1998/6/26,4.9,0,174.725299,0,0,3.91828316,0.151611949,0.151611949,0.145809195,0.016821967,36.90436998,0.271093688,0.271093688,0.271093688,0.766195609,0.287915655,1.054111264,0.4536 -3100,1998/6/27,5.2,0,170.4943993,0,0,4.096803412,0.134096363,0.134096363,0.129530367,0.014995341,36.56590281,0.262301194,0.262301194,0.262301194,0.73029873,0.277296535,1.007595265,0.4536 -3101,1998/6/28,5.3,0,166.266123,0,0,4.110025591,0.118250667,0.118250667,0.114426111,0.01326841,36.23747806,0.253977378,0.253977378,0.253977378,0.696828236,0.267245788,0.964074025,0.3936 -3102,1998/6/29,5.2,0,162.1940641,0,0,3.967614156,0.10444474,0.10444474,0.100970895,0.011708918,35.91892878,0.246082575,0.246082575,0.246082575,0.665602753,0.257791493,0.923394246,0.3936 -3103,1998/6/30,4.1,0.6,159.4642082,0,0,3.233919872,0.095936081,0.095936081,0.090638504,0.010420542,35.61156834,0.238594154,0.238594154,0.238594154,0.636593104,0.249014697,0.885607801,0.4536 -3104,1998/7/1,4.1,0,156.3296844,0,0,3.047663039,0.086860683,0.086860683,0.082756793,0.009494759,35.31613652,0.231524436,0.231524436,0.231524436,0.609713046,0.241019195,0.850732241,0.4848 -3105,1998/7/2,4.7,0.5,153.1715559,0,0,3.579702647,0.07842586,0.07842586,0.074842026,0.008607964,35.03116123,0.224871355,0.224871355,0.224871355,0.584688666,0.233479319,0.818167985,0.4536 -3106,1998/7/3,4.2,9,156.7578557,4.8,3.674357846,4.2,0.088058076,1.21370023,0.519128593,0.032861261,35.17193319,0.218584243,0.218584243,0.218584243,0.596940883,0.251445504,0.848386387,0.4536 -3107,1998/7/4,4.3,0,153.5201191,0,0,3.158413397,0.079323203,0.079323203,0.644139396,0.08308087,35.41880212,0.221674032,0.221674032,0.221674032,0.618944501,0.304754902,0.923699403,0.4848 -3108,1998/7/5,4.7,2.8,152.0633541,0,0,4.181138235,0.075626774,0.075626774,0.069930427,0.02123029,35.12322287,0.22716767,0.22716767,0.22716767,0.592677347,0.24839796,0.841075307,0.3936 -3109,1998/7/6,3.8,9,155.9728773,5.2,3.995396085,3.8,0.085872856,1.290476771,0.548049635,0.034272146,35.28494283,0.220601388,0.220601388,0.220601388,0.606931056,0.254873534,0.86180459,0.3936 -3110,1998/7/7,3.3,0,153.474167,0,0,2.419505856,0.079204435,0.079204435,0.682857052,0.088132146,35.56013343,0.224176945,0.224176945,0.224176945,0.631843399,0.312309091,0.94415249,0.4224 -3111,1998/7/8,3.2,0,151.0802478,0,0,2.320708075,0.073211171,0.073211171,0.068916059,0.022074919,35.25512405,0.230356154,0.230356154,0.230356154,0.604281597,0.252431073,0.85671267,0.4536 -3112,1998/7/9,3.4,0,148.5746776,0,0,2.438237037,0.067333135,0.067333135,0.063567648,0.007262782,34.96334482,0.223514575,0.223514575,0.223514575,0.578861456,0.230777357,0.809638813,0.3048 -3113,1998/7/10,3.5,0,146.0325715,0,0,2.480344248,0.061761905,0.061761905,0.058398635,0.006680354,34.68352385,0.217106782,0.217106782,0.217106782,0.555326383,0.223787136,0.779113518,0.3048 -3114,1998/7/11,3.8,0,143.3173866,0,0,2.658959415,0.056225483,0.056225483,0.05339828,0.006120376,34.41454852,0.211085906,0.211085906,0.211085906,0.533459514,0.217206282,0.750665796,0.3336 -3115,1998/7/12,3.8,0.4,140.9166579,0,0,2.749060578,0.051668116,0.051668116,0.048802324,0.005587814,34.15566861,0.205411735,0.205411735,0.205411735,0.513093974,0.210999548,0.724093522,0.3048 -3116,1998/7/13,3.6,0,138.4130899,0,0,2.45633235,0.047235576,0.047235576,0.044750013,0.00512327,33.90637601,0.200054236,0.200054236,0.200054236,0.494096848,0.205177506,0.699274354,0.276 -3117,1998/7/14,3.4,0,136.0790106,0,0,2.290696785,0.043382516,0.043382516,0.040989679,0.004691263,33.66601926,0.194990203,0.194990203,0.194990203,0.476336631,0.199681466,0.676018097,0.1944 -3118,1998/7/15,3.5,0,133.7107872,0,0,2.328488902,0.039734502,0.039734502,0.037602938,0.004303623,33.43411194,0.190195032,0.190195032,0.190195032,0.459705288,0.194498655,0.654203943,0.1188 -3119,1998/7/16,4,0,131.0503674,0,0,2.624486143,0.035933691,0.035933691,0.034259356,0.003933049,33.2099323,0.185648847,0.185648847,0.185648847,0.444087844,0.189581896,0.63366974,0.07248 -3120,1998/7/17,4.4,17,141.3146131,12.6,10.31664808,4.4,0.052402359,2.335754278,0.940996229,0.054119095,33.8429027,0.18132845,0.18132845,0.18132845,0.489354276,0.235447545,0.724801821,0.1188 -3121,1998/7/18,3.6,0,138.8053639,0,0,2.461340066,0.047909194,0.047909194,1.198254391,0.156232833,34.67984993,0.193715602,0.193715602,0.193715602,0.555022762,0.349948436,0.904971198,0.3936 -3122,1998/7/19,3.1,0,136.6670318,0,0,2.094003451,0.044328584,0.044328584,0.041703579,0.031695699,34.4002442,0.211007657,0.211007657,0.211007657,0.532316969,0.242703356,0.775020326,0.3048 -3123,1998/7/20,3.3,0,134.4230421,0,0,2.203184991,0.040804783,0.040804783,0.038503476,0.004397743,34.13255335,0.205113064,0.205113064,0.205113064,0.511307395,0.209510807,0.720818202,0.2496 -3124,1998/7/21,3.8,0,131.8819521,0,0,2.50400094,0.037088996,0.037088996,0.035256202,0.004040479,33.87559788,0.199580775,0.199580775,0.199580775,0.491792444,0.203621254,0.695413698,0.222 -3125,1998/7/22,4.5,0,128.9290665,0,0,2.919769016,0.033116619,0.033116619,0.031810615,0.003665532,33.62818972,0.194371405,0.194371405,0.194371405,0.473590174,0.198036937,0.671627111,0.1692 -3126,1998/7/23,4.3,4.3,128.8959923,0,0,4.3,0.033074142,0.033074142,0.029788174,0.003357581,33.39077467,0.189448074,0.189448074,0.189448074,0.456651305,0.192805655,0.64945696,0.1692 -3127,1998/7/24,3.3,0,126.7561234,0,0,2.10945181,0.030417128,0.030417128,0.028716944,0.003249595,33.16339791,0.184807978,0.184807978,0.184807978,0.440901683,0.188057572,0.628959255,0.1692 -3128,1998/7/25,3.5,0,124.5199243,0,0,2.208373163,0.027825937,0.027825937,0.026351639,0.003016175,32.94405361,0.180440723,0.180440723,0.180440723,0.426136654,0.183456898,0.609593551,0.144 -3129,1998/7/26,3.9,0,122.0689051,0,0,2.425827281,0.025191977,0.025191977,0.024002669,0.00275534,32.7320952,0.176298091,0.176298091,0.176298091,0.412259175,0.179053431,0.591312606,0.144 -3130,1998/7/27,4,0,119.5962207,0,0,2.449943529,0.022740849,0.022740849,0.021704341,0.002496462,32.52697296,0.172359927,0.172359927,0.172359927,0.399186511,0.174856389,0.5740429,0.144 -3131,1998/7/28,4.4,0,116.9253023,0,0,2.650606781,0.020311597,0.020311597,0.019506969,0.002249673,32.32823996,0.168609,0.168609,0.168609,0.386848963,0.170858673,0.557707636,0.1188 -3132,1998/7/29,4.4,0,114.3027596,0,0,2.604409717,0.018132963,0.018132963,0.017419661,0.00201199,32.1355049,0.165030873,0.165030873,0.165030873,0.375185599,0.167042863,0.542228463,0.1188 -3133,1998/7/30,4.4,5.8,115.5032396,1.4,1.219585689,4.4,0.019105718,0.199520029,0.087985443,0.005820425,32.01694714,0.161612865,0.161612865,0.161612865,0.368156064,0.16743329,0.535589354,0.1188 -3134,1998/7/31,4,0,113.1390644,0,0,2.346946949,0.017228251,0.017228251,0.107544794,0.013811395,31.92145432,0.159535633,0.159535633,0.159535633,0.362573243,0.173347028,0.535920271,0.1188 -3135,1998/8/1,4,0,110.8144801,0,0,2.309055139,0.01552915,0.01552915,0.014834113,0.003835522,31.74190038,0.15787644,0.15787644,0.15787644,0.352264497,0.161711962,0.513976459,0.1188 -3136,1998/8/2,4.5,0,108.2479835,0,0,2.5526848,0.013811809,0.013811809,0.013297715,0.001535259,31.56750439,0.154790113,0.154790113,0.154790113,0.342483817,0.156325373,0.49880919,0.1188 -3137,1998/8/3,4.8,0.5,105.8406236,0,0,2.895017436,0.012342454,0.012342454,0.011850088,0.001369184,31.39799619,0.151833938,0.151833938,0.151833938,0.333192225,0.153203122,0.486395347,0.1188 -3138,1998/8/4,3.2,11.7,113.3263804,8.5,7.503128187,3.2,0.017371386,1.014243199,0.406957796,0.023243225,31.60915433,0.148999478,0.148999478,0.148999478,0.344799135,0.172242703,0.517041838,0.1188 -3139,1998/8/5,3.1,0,111.5152264,0,0,1.795127507,0.016026543,0.016026543,0.518424846,0.067696912,31.91775693,0.152536245,0.152536245,0.152536245,0.362358491,0.220233157,0.582591648,0.1188 -3140,1998/8/6,3.7,0,109.3878024,0,0,2.112869269,0.014554655,0.014554655,0.013842347,0.013343544,31.73740234,0.157812447,0.157812447,0.157812447,0.35200938,0.171155991,0.523165372,0.09504 -3141,1998/8/7,3.5,0,107.4054375,0,0,1.96908248,0.013282462,0.013282462,0.012596547,0.001444901,31.56250546,0.154713355,0.154713355,0.154713355,0.342206788,0.156158256,0.498365044,0.1188 -3142,1998/8/8,3.5,0,105.4528318,0,0,1.940487789,0.012117944,0.012117944,0.011494116,0.00131769,31.39283669,0.151749801,0.151749801,0.151749801,0.332912689,0.153067491,0.485980179,0.1188 -3143,1998/8/9,3.6,4,105.796959,0.4,0.356444265,3.6,0.01231701,0.055872745,0.02819361,0.002185944,31.24496166,0.1489138,0.1489138,0.1489138,0.324982435,0.151099744,0.476082179,0.1188 -3144,1998/8/10,3.5,5.4,107.4727616,1.9,1.689126792,3.5,0.013324153,0.224197361,0.11679029,0.008765935,31.18634302,0.146473132,0.146473132,0.146473132,0.32188207,0.155239067,0.477121137,0.1188 -3145,1998/8/11,3.3,39.2,138.0003367,35.9,30.57411004,3.3,0.046535001,5.37242496,2.235835167,0.133437709,33.12912464,0.145513592,0.145513592,0.145513592,0.438567133,0.278951301,0.717518435,0.1188 -3146,1998/8/12,3,0.2,136.0725924,0,0,2.08437197,0.04337228,0.04337228,2.729681051,0.359550916,35.41957972,0.179788888,0.179788888,0.179788888,0.619014863,0.539339804,1.158354667,0.7032 -3147,1998/8/13,3.1,0,133.9686777,0,0,2.063795345,0.040119397,0.040119397,0.037749841,0.067117905,35.09435232,0.227185127,0.227185127,0.227185127,0.590162362,0.294303031,0.884465393,0.3936 -3148,1998/8/14,3.6,0,131.56489,0,0,2.36714266,0.036645053,0.036645053,0.034734748,0.003974044,34.78526486,0.219967386,0.219967386,0.219967386,0.563789595,0.22394143,0.787731025,0.276 -3149,1998/8/15,3.7,1.5,130.0992859,0,0,2.930956183,0.034647877,0.034647877,0.032191465,0.003661646,34.49110805,0.21326107,0.21326107,0.21326107,0.539609346,0.216922715,0.756532061,0.222 -3150,1998/8/16,3.9,0,127.5602624,0,0,2.507628807,0.031394759,0.031394759,0.029897786,0.003416938,34.21065657,0.207015563,0.207015563,0.207015563,0.51736483,0.210432501,0.727797331,0.1944 -3151,1998/8/17,4.2,0.2,124.9983351,0,0,2.7335624,0.028364847,0.028364847,0.027058169,0.003111338,33.94211462,0.201183758,0.201183758,0.201183758,0.496783878,0.204295096,0.701078974,0.1944 -3152,1998/8/18,3.4,13.7,133.5770087,10.3,8.618209578,3.4,0.039536009,1.72132643,0.694415123,0.040032606,34.30729785,0.195710496,0.195710496,0.195710496,0.524942384,0.235743102,0.760685487,0.1944 -3153,1998/8/19,3.1,2.5,133.1422793,0,0,2.895832936,0.038896456,0.038896456,0.884468009,0.115236287,34.82760285,0.203179917,0.203179917,0.203179917,0.567342927,0.318416204,0.885759131,0.1692 -3154,1998/8/20,2.7,0,131.3357974,0,0,1.770154949,0.036326938,0.036326938,0.033991596,0.023676213,34.53278364,0.214170931,0.214170931,0.214170931,0.542981738,0.237847144,0.780828882,0.3936 -3155,1998/8/21,3.2,0,129.2274466,0,0,2.074848965,0.033501805,0.033501805,0.031578037,0.003600989,34.25168351,0.207892365,0.207892365,0.207892365,0.52057054,0.211493354,0.732063893,0.2496 -3156,1998/8/22,3.6,5.6,130.8615952,2,1.669824041,3.6,0.035675491,0.365851449,0.161462505,0.010678552,34.10592015,0.202029464,0.202029464,0.202029464,0.509255321,0.212708016,0.721963337,0.222 -3157,1998/8/23,2.9,1.6,129.983501,0,0,2.443600288,0.034493891,0.034493891,0.198347386,0.025392071,34.00199092,0.19903625,0.19903625,0.19903625,0.501312874,0.224428321,0.725741195,0.222 -3158,1998/8/24,2.7,0.9,128.7894325,0,0,2.061130906,0.032937584,0.032937584,0.030429606,0.007323337,33.74707617,0.196921528,0.196921528,0.196921528,0.482265879,0.204244865,0.686510744,0.2496 -3159,1998/8/25,2.8,0,126.9683562,0,0,1.790403587,0.030672749,0.030672749,0.028748992,0.003262402,33.50303095,0.191802611,0.191802611,0.191802611,0.464596825,0.195065012,0.659661837,0.276 -3160,1998/8/26,3.2,0.9,125.4830756,0,0,2.356361168,0.028919376,0.028919376,0.026912718,0.003055501,33.26879033,0.186991699,0.186991699,0.186991699,0.448145036,0.1900472,0.638192237,0.1692 -3161,1998/8/27,2.3,0.2,124.1372472,0,0,1.518427613,0.027400793,0.027400793,0.025427448,0.002879285,33.04386933,0.182455735,0.182455735,0.182455735,0.432804182,0.18533502,0.618139202,0.1692 -3162,1998/8/28,2,2.4,124.4491813,0.4,0.339681053,2,0.027746948,0.088065896,0.048629411,0.004089585,32.85069596,0.178174734,0.178174734,0.178174734,0.419977518,0.182264319,0.602241837,0.1692 -3163,1998/8/29,1.9,1.7,124.2963726,0,0,1.825231749,0.027576941,0.027576941,0.055360202,0.006763365,32.67220548,0.174555684,0.174555684,0.174555684,0.408406366,0.181319049,0.589725415,0.222 -3164,1998/8/30,2,0,123.023333,0,0,1.246846837,0.026192777,0.026192777,0.024272365,0.003440733,32.47199508,0.171258669,0.171258669,0.171258669,0.395741433,0.174699402,0.570440835,0.222 -3165,1998/8/31,2.1,0,121.6998246,0,0,1.298695136,0.024813274,0.024813274,0.023028459,0.002605323,32.2788077,0.167613651,0.167613651,0.167613651,0.383829481,0.170218975,0.554048456,0.1692 -3166,1998/9/1,2,0,120.4493783,0,0,1.226882361,0.023563954,0.023563954,0.021838341,0.002470176,32.09219069,0.164149354,0.164149354,0.164149354,0.372604714,0.16661953,0.539224244,0.1188 -3167,1998/9/2,2.4,0,118.9677602,0,0,1.459468683,0.022149377,0.022149377,0.02064866,0.002340081,31.91168504,0.160851738,0.160851738,0.160851738,0.362006049,0.163191819,0.525197868,0.1188 -3168,1998/9/3,2.6,0,117.3816259,0,0,1.565423132,0.020711193,0.020711193,0.019366214,0.002200054,31.73678431,0.157707396,0.157707396,0.157707396,0.351974339,0.15990745,0.511881789,0.144 -3169,1998/9/4,2.1,0,116.1095022,0,0,1.25251108,0.0196126,0.0196126,0.018206021,0.002063968,31.56722482,0.154702811,0.154702811,0.154702811,0.342468319,0.156766779,0.499235098,0.1188 -3170,1998/9/5,2.3,0,114.7313724,0,0,1.359654256,0.018475608,0.018475608,0.017202115,0.001949261,31.40280332,0.151829232,0.151829232,0.151829232,0.333452844,0.153778492,0.487231336,0.1188 -3171,1998/9/6,2.8,0,113.0760046,0,0,1.638187522,0.017180278,0.017180278,0.016116264,0.001832539,31.24311455,0.149079336,0.149079336,0.149079336,0.324884368,0.150911875,0.475796243,0.1188 -3172,1998/9/7,2.5,0,111.6129883,0,0,1.446919368,0.016096936,0.016096936,0.015034223,0.001709526,31.0878635,0.146442828,0.146442828,0.146442828,0.316728106,0.148152354,0.464880461,0.1188 -3173,1998/9/8,2.4,0,110.2227618,0,0,1.37510763,0.015118835,0.015118835,0.014100796,0.001601002,30.9369162,0.143911682,0.143911682,0.143911682,0.308959774,0.145512684,0.454472458,0.1188 -3174,1998/9/9,2.2,0,108.9599289,0,0,1.248560714,0.014272144,0.014272144,0.013272425,0.001504835,30.79011412,0.141480816,0.141480816,0.141480816,0.301555321,0.142985651,0.444540972,0.1188 -3175,1998/9/10,1.9,0,107.8772307,0,0,1.069121406,0.013576835,0.013576835,0.012570214,0.001421939,30.64733537,0.139144975,0.139144975,0.139144975,0.294493946,0.140566914,0.43506086,0.09504 -3176,1998/9/11,2.4,0,106.526125,0,0,1.338358226,0.012747456,0.012747456,0.011891465,0.00134768,30.50837449,0.136899703,0.136899703,0.136899703,0.287752044,0.138247383,0.425999427,0.07248 -3177,1998/9/12,2.5,11.3,114.2606168,8.8,7.752591352,2.5,0.018099549,1.065508198,0.427417012,0.024392551,30.76997972,0.134739435,0.134739435,0.134739435,0.300551219,0.159131986,0.459683205,0.07248 -3178,1998/9/13,2.9,0.8,113.0170729,0,0,2.026408382,0.017135542,0.017135542,0.544746778,0.071122638,31.13439825,0.13882677,0.13882677,0.13882677,0.319155014,0.209949407,0.529104421,0.07248 -3179,1998/9/14,2.7,15.7,124.2022299,13,11.21262961,2.7,0.027472618,1.814843012,0.725693703,0.053537854,31.65726918,0.144667058,0.144667058,0.144667058,0.347489836,0.198204912,0.545694748,0.09504 -3180,1998/9/15,2.9,19.4,137.8851974,16.5,13.72930859,2.9,0.046341064,2.817032477,2.029322328,0.182279755,33.38378186,0.15335045,0.15335045,0.15335045,0.456160097,0.335630205,0.791790302,0.276 -3181,1998/9/16,2.7,20.3,151.7993337,17.6,13.98910813,2.7,0.074971868,3.685863742,2.878603184,0.288954045,35.79343051,0.184672552,0.184672552,0.184672552,0.653627079,0.473626598,1.127253676,0.3624 -3182,1998/9/17,2.4,2.8,152.033647,0.4,0.30986621,2.4,0.075552857,0.165686647,1.926460217,0.281071631,37.16116849,0.235689165,0.235689165,0.235689165,0.79441141,0.516760795,1.311172206,0.6384 -3183,1998/9/18,1.9,0.4,150.8771306,0,0,1.483796498,0.072719882,0.072719882,0.112386939,0.056045835,36.7885517,0.26874522,0.26874522,0.26874522,0.753748944,0.324791055,1.078539999,0.576 -3184,1998/9/19,1.9,0,149.4431395,0,0,1.364665063,0.069326037,0.069326037,0.064106989,0.008293967,36.39896859,0.259431317,0.259431317,0.259431317,0.713121414,0.267725284,0.980846697,0.3936 -3185,1998/9/20,2.2,0,147.8086484,0,0,1.568877497,0.065613621,0.065613621,0.060926662,0.006891146,36.03317378,0.249942296,0.249942296,0.249942296,0.676663773,0.256833442,0.933497215,0.276 -3186,1998/9/21,2.1,0,146.2600857,0,0,1.486317775,0.062244933,0.062244933,0.057721294,0.006531206,35.68841122,0.241260814,0.241260814,0.241260814,0.643744663,0.247792021,0.891536684,0.2496 -3187,1998/9/22,2,0,144.7955873,0,0,1.40531043,0.059187948,0.059187948,0.054812628,0.006197125,35.3626229,0.233277705,0.233277705,0.233277705,0.61387865,0.23947483,0.85335348,0.2496 -3188,1998/9/23,2,4.2,146.4773013,2.2,1.744422859,2,0.062708915,0.518286056,0.234658174,0.016032022,35.22185331,0.225909049,0.225909049,0.225909049,0.601336822,0.241941071,0.843277893,0.222 -3189,1998/9/24,2.1,11.7,153.8819989,9.6,7.484961169,2.1,0.080263511,2.195302342,1.129044235,0.083224296,35.90902378,0.222777177,0.222777177,0.222777177,0.664650942,0.306001474,0.970652415,0.1944 -3190,1998/9/25,1.8,11.9,161.4274849,10.1,7.647482629,1.8,0.101996686,2.554514057,2.117696103,0.207635841,37.43914719,0.238363952,0.238363952,0.238363952,0.825936643,0.445999793,1.271936436,0.222 -3191,1998/9/26,1.7,0,160.05089,0,0,1.278878812,0.097716074,0.097716074,1.328385132,0.197288301,38.13398447,0.275847339,0.275847339,0.275847339,0.909395188,0.47313564,1.382530828,0.3336 -3192,1998/9/27,1.5,0,158.8344926,0,0,1.122342871,0.094054528,0.094054528,0.086497793,0.038667281,37.66262637,0.294185072,0.294185072,0.294185072,0.852040972,0.332852353,1.184893325,0.3624 -3193,1998/9/28,1.5,0,157.6273475,0,0,1.116614743,0.090530332,0.090530332,0.083256668,0.009371284,37.22587858,0.281653459,0.281653459,0.281653459,0.801657917,0.291024743,1.09268266,0.276 -3194,1998/9/29,1.4,0,156.5030102,0,0,1.0369935,0.087343811,0.087343811,0.080218307,0.009024657,36.8194327,0.270386703,0.270386703,0.270386703,0.757050884,0.27941136,1.036462244,0.1944 -3195,1998/9/30,1.5,0,155.313424,0,0,1.105515348,0.084070845,0.084070845,0.077316284,0.008700124,36.4396658,0.260194318,0.260194318,0.260194318,0.717277504,0.268894442,0.986171946,0.222 -3196,1998/10/1,2,0,153.7682524,0,0,1.465204669,0.079966995,0.079966995,0.074042333,0.008355609,36.08308564,0.250921764,0.250921764,0.250921764,0.681544255,0.259277373,0.940821628,0.3048 -3197,1998/10/2,1.9,0,152.3093397,0,0,1.382671617,0.07624106,0.07624106,0.070498182,0.007963319,35.74679338,0.242432491,0.242432491,0.242432491,0.649222933,0.250395811,0.899618744,0.3048 -3198,1998/10/3,2,0,150.7911453,0,0,1.445681711,0.072512703,0.072512703,0.067143883,0.007586215,35.42871167,0.234616093,0.234616093,0.234616093,0.619841687,0.242202308,0.862043995,0.2496 -3199,1998/10/4,2,0,149.2864996,0,0,1.43568257,0.06896314,0.06896314,0.063859003,0.007217332,35.12695754,0.227390199,0.227390199,0.227390199,0.593003335,0.234607532,0.827610867,0.222 -3200,1998/10/5,1.9,0,147.8661308,0,0,1.354627313,0.065741419,0.065741419,0.060793927,0.006867463,34.84004431,0.220683497,0.220683497,0.220683497,0.568390648,0.227550961,0.795941609,0.222 -3201,1998/10/6,1.7,0.1,146.6693111,0,0,1.23369833,0.063121359,0.063121359,0.058132094,0.006554631,34.5668628,0.21443883,0.21443883,0.21443883,0.545752434,0.220993461,0.766745895,0.222 -3202,1998/10/7,1.6,0,145.4814721,0,0,1.127234736,0.060604316,0.060604316,0.055814742,0.00628779,34.30641604,0.208611316,0.208611316,0.208611316,0.524872827,0.214899107,0.739771934,0.222 -3203,1998/10/8,1.5,0,144.3722381,0,0,1.050906951,0.058327038,0.058327038,0.053644134,0.006040134,34.05766696,0.203161639,0.203161639,0.203161639,0.505554846,0.209201773,0.714756619,0.1944 -3204,1998/10/9,1.4,0,143.3402654,0,0,0.975702325,0.056270411,0.056270411,0.051681763,0.005814421,33.81976614,0.198052402,0.198052402,0.198052402,0.487634982,0.203866823,0.691501805,0.1944 -3205,1998/10/10,1.6,0,142.1772203,0,0,1.109022415,0.054022601,0.054022601,0.049755262,0.00560196,33.59181236,0.193252483,0.193252483,0.193252483,0.470961529,0.198854443,0.669815971,0.1944 -3206,1998/10/11,1.6,0,141.0227784,0,0,1.102578801,0.051863102,0.051863102,0.047767125,0.005381372,33.37291372,0.188731768,0.188731768,0.188731768,0.455397536,0.19411314,0.649510676,0.222 -3207,1998/10/12,1.5,0.4,140.2181214,0,0,1.154257796,0.050399223,0.050399223,0.046098414,0.005179649,33.1626254,0.184462216,0.184462216,0.184462216,0.44084895,0.189641865,0.630490816,0.1944 -3208,1998/10/13,1.7,0.7,139.4860355,0,0,1.382989662,0.049096291,0.049096291,0.044844513,0.00502859,32.96065617,0.180426012,0.180426012,0.180426012,0.427239755,0.185454602,0.612694357,0.1944 -3209,1998/10/14,1.7,3,140.4864509,1.3,1.051299072,1.7,0.050883657,0.299584585,0.143154236,0.010423197,32.85984201,0.176609253,0.176609253,0.176609253,0.420577648,0.187032451,0.607610099,0.1692 -3210,1998/10/15,1.5,9.7,146.9682932,8.2,6.545610202,1.5,0.063767906,1.718157705,0.830102381,0.058141727,33.40688555,0.174725838,0.174725838,0.174725838,0.457784674,0.232867565,0.690652239,0.222 -3211,1998/10/16,1.6,4.9,149.4908911,3.3,2.592034902,1.6,0.06943697,0.777402068,1.174650653,0.134435314,34.24649245,0.185120257,0.185120257,0.185120257,0.520164018,0.319555571,0.83971959,0.2496 -3212,1998/10/17,1.5,0,148.3528786,0,0,1.071180901,0.066831592,0.066831592,0.418916438,0.073238743,34.33981829,0.201922318,0.201922318,0.201922318,0.527512916,0.275161061,0.802673977,0.2496 -3213,1998/10/18,1.4,1.3,148.2151582,0,0,1.371198769,0.066521681,0.066521681,0.060025986,0.01505699,34.09526297,0.203854807,0.203854807,0.203854807,0.508436108,0.218911798,0.727347905,0.2496 -3214,1998/10/19,1.3,5.6,151.4980073,4.3,3.357079093,1.3,0.074229983,1.01715089,0.435461786,0.027522068,34.21206853,0.198818658,0.198818658,0.198818658,0.517474883,0.226340726,0.743815609,0.2496 -3215,1998/10/20,1.4,5.5,154.5782367,4.1,3.162327158,1.4,0.082097726,1.019770568,0.916470808,0.090560675,34.76745201,0.201212821,0.201212821,0.201212821,0.56230015,0.291773496,0.854073646,0.2496 -3216,1998/10/21,1.2,0,153.6212387,0,0,0.877412965,0.079585059,0.079585059,0.546327503,0.081309179,34.94902167,0.212879091,0.212879091,0.212879091,0.577636933,0.29418827,0.871825203,0.276 -3217,1998/10/22,1.5,16.7,164.937944,15.2,11.43030141,1.5,0.113596052,3.883294644,1.574466905,0.102538425,36.0609118,0.21679565,0.21679565,0.21679565,0.679372425,0.319334075,0.9987065,0.276 -3218,1998/10/23,0.9,1.1,164.971089,0.2,0.146855377,0.9,0.113710393,0.166855016,2.026604971,0.261892145,37.49682043,0.241911462,0.241911462,0.241911462,0.832607806,0.503803607,1.336411413,0.4224 -3219,1998/10/24,0.8,3.3,166.6799767,2.5,1.828619529,0.8,0.119731832,0.791112303,0.396812694,0.074220454,37.35471853,0.27733746,0.27733746,0.27733746,0.816252052,0.351557914,1.167809966,0.516 -3220,1998/10/25,1,5.1,169.5181132,4.1,2.968431378,1,0.130294942,1.261863564,0.897994221,0.082081571,37.6731069,0.273676257,0.273676257,0.273676257,0.853282107,0.355757829,1.209039936,0.3936 -3221,1998/10/26,0.7,1.8,170.1753483,1.1,0.790079567,0.7,0.132844408,0.442764841,0.812052414,0.102655079,37.88801566,0.281927874,0.281927874,0.281927874,0.879071533,0.384582953,1.263654486,0.3936 -3222,1998/10/27,0.7,0.7,170.0430204,0,0,0.7,0.13232791,0.13232791,0.275835148,0.047123065,37.60607733,0.287597094,0.287597094,0.287597094,0.845370571,0.334720159,1.180090731,0.3936 -3223,1998/10/28,0.9,2.7,171.194367,1.8,1.288222815,0.9,0.136876184,0.648653369,0.323094585,0.028227466,37.38915724,0.280176112,0.280176112,0.280176112,0.820190786,0.308403578,1.128594363,0.4224 -3224,1998/10/29,0.8,4.1,173.3916305,3.3,2.34316726,0.8,0.145903819,1.102736559,0.763195652,0.068742784,37.58412072,0.274560369,0.274560369,0.274560369,0.842792541,0.343303153,1.186095694,0.3336 -3225,1998/10/30,0.4,0,172.9318643,0,0,0.315789724,0.143976452,0.143976452,0.613658095,0.083873405,37.62928059,0.279603989,0.279603989,0.279603989,0.848102217,0.363477394,1.21157961,0.4224 -3226,1998/10/31,0.6,0.3,172.5529803,0,0,0.536480497,0.142403535,0.142403535,0.128957346,0.025670961,37.2362006,0.280781627,0.280781627,0.280781627,0.802818958,0.306452588,1.109271546,0.3624 -3227,1998/11/1,1,6.9,176.5373406,5.9,4.144013297,1,0.159653006,1.915639708,0.828766318,0.053181315,37.50236462,0.2706492,0.2706492,0.2706492,0.833251502,0.323830515,1.157082017,0.3336 -3228,1998/11/2,0.6,1,176.6553043,0.4,0.278151856,0.6,0.160188096,0.282036241,1.078641239,0.134792581,37.96946981,0.277481009,0.277481009,0.277481009,0.889017052,0.41227359,1.301290642,0.3624 -3229,1998/11/3,0.4,0,176.177785,0,0,0.319488469,0.158030875,0.158030875,0.204838263,0.044748818,37.61737531,0.289766949,0.289766949,0.289766949,0.846699716,0.334515767,1.181215483,0.4248 -3230,1998/11/4,0.4,0,175.7029237,0,0,0.318952477,0.155908822,0.155908822,0.141389364,0.01721906,37.2363947,0.280470829,0.280470829,0.280470829,0.802840804,0.297689889,1.100530693,0.408 -3231,1998/11/5,0.5,0.5,175.5477035,0,0,0.5,0.155220154,0.155220154,0.140045845,0.015600798,36.88318824,0.270654138,0.270654138,0.270654138,0.763906435,0.286254935,1.050161371,0.3624 -3232,1998/11/6,0.6,0.1,174.9971594,0,0,0.497746956,0.152797183,0.152797183,0.138740822,0.015476957,36.55458087,0.261774643,0.261774643,0.261774643,0.729122837,0.2772516,1.006374438,0.3624 -3233,1998/11/7,0.6,0,174.3707876,0,0,0.47629435,0.150077465,0.150077465,0.136442904,0.015248601,36.24695076,0.253702247,0.253702247,0.253702247,0.697775259,0.268950848,0.966726107,0.3936 -3234,1998/11/8,0.7,0.7,174.2213532,0,0,0.7,0.149434388,0.149434388,0.134815636,0.015025712,35.95864361,0.246307794,0.246307794,0.246307794,0.66943058,0.261333506,0.930764086,0.4224 -3235,1998/11/9,0.6,0,173.5995994,0,0,0.47497141,0.146782404,0.146782404,0.133443151,0.014892816,35.68790792,0.239518762,0.239518762,0.239518762,0.643697605,0.254411578,0.898109183,0.4224 -3236,1998/11/10,0.9,0,172.7458433,0,0,0.71055358,0.143202465,0.143202465,0.130689731,0.014630943,35.43174712,0.23326619,0.23326619,0.23326619,0.620116726,0.247897133,0.868013859,0.3624 -3237,1998/11/11,0.9,0,171.8977798,0,0,0.708347477,0.139716031,0.139716031,0.12750473,0.014285946,35.18832856,0.227458395,0.227458395,0.227458395,0.598381684,0.24174434,0.840126025,0.3624 -3238,1998/11/12,0.9,0,171.055316,0,0,0.706143457,0.13632032,0.13632032,0.124402784,0.013938191,34.95649193,0.222035909,0.222035909,0.222035909,0.578275316,0.2359741,0.814249415,0.3936 -3239,1998/11/13,0.9,9.8,177.1568087,8.9,6.263971743,0.9,0.162479027,2.798507284,1.174514643,0.072106898,35.70286696,0.216957881,0.216957881,0.216957881,0.645097498,0.28906478,0.934162278,0.3624 -3240,1998/11/14,0.9,0.2,176.4377546,0,0,0.759851791,0.159202394,0.159202394,1.475870806,0.190519795,36.67105068,0.233608588,0.233608588,0.233608588,0.741295676,0.424128382,1.165424058,0.4224 -3241,1998/11/15,0.9,0.3,175.8026696,0,0,0.77873227,0.156352659,0.156352659,0.142156224,0.046986262,36.36053461,0.256542734,0.256542734,0.256542734,0.709215025,0.303528997,1.012744022,0.4536 -3242,1998/11/16,0.8,0.2,175.1714482,0,0,0.677660503,0.153560932,0.153560932,0.139614382,0.015607602,36.06900441,0.249019808,0.249019808,0.249019808,0.680164388,0.264627409,0.944791797,0.3936 -3243,1998/11/17,0.7,0.7,175.0185574,0,0,0.7,0.152890786,0.152890786,0.137940061,0.015374313,35.79524689,0.242101525,0.242101525,0.242101525,0.653799111,0.257475839,0.91127495,0.3336 -3244,1998/11/18,0.5,0,174.4710487,0,0,0.396998589,0.150510171,0.150510171,0.136661126,0.015244732,35.53784466,0.235731028,0.235731028,0.235731028,0.629794382,0.25097576,0.880770142,0.3048 -3245,1998/11/19,0.6,0.3,174.0844012,0,0,0.537800501,0.148846971,0.148846971,0.134802022,0.015042591,35.29469797,0.229851202,0.229851202,0.229851202,0.607799921,0.244893793,0.852693714,0.3048 -3246,1998/11/20,0.6,2.1,174.9853414,1.5,1.053685763,0.6,0.152745506,0.599059742,0.311840708,0.024786455,35.22896716,0.224393941,0.224393941,0.224393941,0.601965457,0.249180396,0.851145853,0.3336 -3247,1998/11/21,0.6,13,183.3028017,12.4,8.510212464,0.6,0.192752177,4.082539714,1.915471834,0.131058211,36.630351,0.222934699,0.222934699,0.222934699,0.737022688,0.35399291,1.091015598,0.3336 -3248,1998/11/22,0.7,8.9,188.5113811,8.2,5.430387337,0.7,0.221808012,2.991420674,3.243186034,0.343219118,39.09284545,0.255547575,0.255547575,0.255547575,1.036239167,0.598766693,1.63500586,0.7032 -3249,1998/11/23,0.4,1.3,188.8743329,0.9,0.58690845,0.4,0.223956643,0.537048193,1.72255939,0.258137748,39.97095802,0.32089908,0.32089908,0.32089908,1.165345892,0.579036828,1.744382719,1.0536 -3250,1998/11/24,0.5,1.7,189.4275772,1.2,0.780508249,0.5,0.227263884,0.646755634,0.526688618,0.085060338,39.71771741,0.346843799,0.346843799,0.346843799,1.12677303,0.431904136,1.558677166,0.876 -3251,1998/11/25,0.6,0,188.705005,0,0,0.499620075,0.222952174,0.222952174,0.414635899,0.054079208,39.39269321,0.339213375,0.339213375,0.339213375,1.078873475,0.393292584,1.472166058,0.516 -3252,1998/11/26,0.5,1.2,188.9368303,0.7,0.456153663,0.5,0.2243283,0.468174637,0.297544005,0.032676274,38.99692583,0.32959669,0.32959669,0.32959669,1.022908077,0.362272964,1.38518104,0.516 -3253,1998/11/27,0.2,0,188.5484295,0,0,0.166374224,0.222026573,0.222026573,0.324104405,0.038522332,38.66172,0.318151728,0.318151728,0.318151728,0.977461961,0.35667406,1.334136022,0.6384 -3254,1998/11/28,0.2,0,188.1624963,0,0,0.166174977,0.219758277,0.219758277,0.19892771,0.025056001,38.24585307,0.308682552,0.308682552,0.308682552,0.923477189,0.333738553,1.257215742,0.516 -3255,1998/11/29,0.2,0,187.7789971,0,0,0.165976413,0.217522742,0.217522742,0.196899187,0.021953516,37.86383204,0.297216705,0.297216705,0.297216705,0.876136924,0.319170221,1.195307146,0.4848 -3256,1998/11/30,0.2,0,187.3978993,0,0,0.165778525,0.215319317,0.215319317,0.194899893,0.021730281,37.5113871,0.286955108,0.286955108,0.286955108,0.834299937,0.308685389,1.142985326,0.4224 -3257,1998/12/1,0.3,0,186.9368817,0,0,0.248339768,0.212677785,0.212677785,0.192743714,0.021499943,37.18479479,0.277714731,0.277714731,0.277714731,0.797050755,0.299214674,1.096265429,0.4224 -3258,1998/12/2,0.3,0,186.478822,0,0,0.247980705,0.210079012,0.210079012,0.19038323,0.021241896,36.88086593,0.269343714,0.269343714,0.269343714,0.763655807,0.29058561,1.054241417,0.3624 -3259,1998/12/3,0.3,0,186.0236772,0,0,0.247622715,0.207522073,0.207522073,0.188060863,0.020982432,36.59709697,0.261716959,0.261716959,0.261716959,0.733546788,0.282699391,1.01624618,0.4224 -3260,1998/12/4,0.4,0,185.4894798,0,0,0.329644523,0.204552937,0.204552937,0.185596759,0.020717197,36.33118607,0.25473652,0.25473652,0.25473652,0.706244177,0.275453717,0.981697894,0.3936 -3261,1998/12/5,0.4,0,184.958759,0,0,0.329083803,0.201636968,0.201636968,0.182945543,0.020426312,36.08109918,0.248317027,0.248317027,0.248317027,0.681349453,0.268743338,0.950092792,0.4536 -3262,1998/12/6,0.5,4,187.0621625,3.5,2.316796499,0.5,0.21339303,1.396596531,0.653600123,0.04642737,36.27636254,0.242385782,0.242385782,0.242385782,0.700722551,0.288813152,0.989535703,0.4536 -3263,1998/12/7,0.6,0,186.3568081,0,0,0.495963258,0.20939109,0.20939109,0.78787363,0.099506983,36.57952821,0.247008018,0.247008018,0.247008018,0.731715971,0.346515001,1.078230972,0.4536 -3264,1998/12/8,0.6,14.6,195.1130041,14,9.019774063,0.6,0.263578077,5.243804014,2.177541504,0.145446292,38.10553529,0.254308767,0.254308767,0.254308767,0.905843198,0.399755059,1.305598257,0.4536 -3265,1998/12/9,0.4,3.6,196.8364566,3.2,1.998912441,0.4,0.275459965,1.476547523,3.2309857,0.382312489,40.39711888,0.293417638,0.293417638,0.293417638,1.23281974,0.675730127,1.908549868,1.0536 -3266,1998/12/10,0.2,0,196.3937897,0,0,0.170298995,0.272367891,0.272367891,0.853123042,0.165655023,40.38013434,0.359960094,0.359960094,0.359960094,1.230067678,0.525615116,1.755682794,2.64 -3267,1998/12/11,0.2,0,195.954378,0,0,0.170085503,0.269326173,0.269326173,0.243929317,0.041372402,39.83846785,0.359430677,0.359430677,0.359430677,1.145026489,0.400803079,1.545829568,0.7032 -3268,1998/12/12,0.1,0,195.6025211,0,0,0.08494671,0.266910244,0.266910244,0.241439019,0.026915469,39.35002654,0.3428366,0.3428366,0.3428366,1.072716925,0.369752069,1.442468994,0.9072 -3269,1998/12/13,0.3,2.7,196.8241505,2.4,1.497003071,0.3,0.275373626,1.178370555,0.600335911,0.046726013,39.22400379,0.328348916,0.328348916,0.328348916,1.054707576,0.375074929,1.429782505,0.7032 -3270,1998/12/14,0.3,1.8,197.4744111,1.5,0.930226225,0.3,0.279965653,0.849739428,0.930691771,0.099873681,39.39951768,0.32468312,0.32468312,0.32468312,1.079861003,0.424556801,1.504417804,0.8376 -3271,1998/12/15,0.3,3,198.8483321,2.7,1.663791315,0.3,0.289870308,1.326078993,0.952966563,0.099305534,39.57653338,0.329796583,0.329796583,0.329796583,1.10574745,0.429102117,1.534849567,0.6384 -3272,1998/12/16,0.4,4.4,200.9799968,4,2.437457501,0.4,0.305792775,1.868335274,1.407715763,0.138892359,40.12923556,0.335011804,0.335011804,0.335011804,1.190025383,0.473904163,1.663929546,0.6384 -3273,1998/12/17,0.4,7,204.5923112,6.6,3.946687849,0.4,0.334373463,2.987685614,2.123755461,0.205007736,41.23017028,0.351674668,0.351674668,0.351674668,1.374495411,0.556682404,1.931177815,0.7032 -3274,1998/12/18,0.6,7.8,208.4231501,7.2,4.197826986,0.6,0.366988093,3.369161107,2.839637417,0.293940116,42.78032394,0.386616987,0.386616987,0.386616987,1.676100742,0.680557104,2.356657846,0.8376 -3275,1998/12/19,0.4,1,208.4015733,0.6,0.345220715,0.4,0.366797502,0.621576787,1.946678181,0.272107702,43.36324971,0.439928627,0.439928627,0.439928627,1.803681038,0.712036329,2.515717368,0.9792 -3276,1998/12/20,0.3,2.9,209.5149368,2.6,1.490099902,0.3,0.37673641,1.486636508,0.901202983,0.113551335,43.00206083,0.461269095,0.461269095,0.461269095,1.723660959,0.574820431,2.29848139,1.1304 -3277,1998/12/21,0.2,3.8,211.1657682,3.6,2.042701964,0.2,0.391870533,1.949168569,1.520718594,0.148613518,43.20296562,0.447961226,0.447961226,0.447961226,1.767775027,0.596574745,2.364349772,1.1304 -3278,1998/12/22,0.2,3.9,212.8321328,3.7,2.074003387,0.2,0.407638779,2.033635392,1.787624389,0.191315734,43.59027749,0.455329136,0.455329136,0.455329136,1.855641661,0.64664487,2.502286531,1.38 -3279,1998/12/23,0.1,5.1,215.1624231,5,2.760831116,0.1,0.430540896,2.66970978,2.081583908,0.216329154,44.15174707,0.469776946,0.469776946,0.469776946,1.989891268,0.6861061,2.675997368,1.536 -3280,1998/12/24,0.1,0.4,214.898883,0.3,0.164360118,0.1,0.427900135,0.563540017,1.570594001,0.213238758,44.20946907,0.491298693,0.491298693,0.491298693,2.004170702,0.704537451,2.708708153,1.0536 -3281,1998/12/25,0.1,25.5,227.5492863,25.4,13.22070721,0.1,0.570304004,12.74959679,5.321880046,0.34867774,47.15656686,0.493550425,0.493550425,0.493550425,2.868332673,0.842228165,3.710560839,1.0536 -3282,1998/12/26,0.4,12.9,232.9217278,12.5,6.013719144,0.4,0.641277591,7.127558447,9.253377297,1.007831481,51.96999179,0.618622358,0.618622358,0.618622358,5.058574725,1.626453838,6.685028564,4.176 -3283,1998/12/27,0.3,3.9,233.9463163,3.6,1.680175297,0.3,0.655586799,2.575411503,4.616255521,0.679144332,52.23677777,0.869285132,0.869285132,0.869285132,5.218754674,1.548429464,6.767184138,6.744 -3284,1998/12/28,0.4,2.6,234.3054642,2.2,1.019810961,0.4,0.660663035,1.840852073,2.027646885,0.295106755,50.75886382,0.885004159,0.885004159,0.885004159,4.390564999,1.180110914,5.570675913,5.808 -3285,1998/12/29,0.5,0.4,233.5624608,0,0,0.492807304,0.650196131,0.650196131,1.186340319,0.166614002,49.12274854,0.800423086,0.800423086,0.800423086,3.622878686,0.967037088,4.589915774,5.424 -3286,1998/12/30,0.4,0.3,232.8297727,0,0,0.392682277,0.64000577,0.64000577,0.581150305,0.078838822,47.447666,0.713702615,0.713702615,0.713702615,2.969935461,0.792541437,3.762476898,4.92 -3287,1998/12/31,0.5,3.2,233.4450595,2.7,1.263841326,0.5,0.648554558,2.084713232,1.146807082,0.095832005,46.55736516,0.632091531,0.632091531,0.632091531,2.669199448,0.727923536,3.397122984,4.776 -3288,1999/1/1,0.6,3.6,234.1811004,3,1.394942538,0.6,0.658901691,2.263959153,1.947061673,0.195366595,46.45840961,0.59154442,0.59154442,0.59154442,2.637561638,0.786911015,3.424472654,4.008 -3289,1999/1/2,0.4,7.9,236.9094166,7.5,3.426738949,0.4,0.698422689,4.77168374,3.028361672,0.279326277,47.19304173,0.587155547,0.587155547,0.587155547,2.880885102,0.866481824,3.747366926,4.272 -3290,1999/1/3,0.2,1.6,236.8431083,1.4,0.631131791,0.2,0.697440064,1.466308272,2.988566013,0.375039051,47.73018427,0.620298709,0.620298709,0.620298709,3.071722181,0.99533776,4.067059941,4.968 -3291,1999/1/4,0.1,1,236.5563773,0.9,0.406472706,0.1,0.693203798,1.186731092,1.209216856,0.179478524,46.82743893,0.645362716,0.645362716,0.645362716,2.75732492,0.824841239,3.582166159,4.392 -3292,1999/1/5,0.3,4.6,237.7774656,4.3,1.932477887,0.3,0.711389588,3.078911701,1.815655875,0.163503764,46.57262701,0.603641937,0.603641937,0.603641937,2.67410973,0.767145701,3.441255431,3.816 -3293,1999/1/6,0.3,2.5,238.0431923,2.2,0.98112435,0.3,0.71539756,1.934273209,2.318775385,0.260449696,46.75138392,0.592223393,0.592223393,0.592223393,2.732241868,0.852673089,3.584914957,4.272 -3294,1999/1/7,0.1,1.7,238.040407,1.6,0.712570151,0.1,0.715355455,1.602785303,1.609875433,0.199651362,46.35622509,0.60021747,0.60021747,0.60021747,2.60525173,0.799868832,3.405120562,3.6 -3295,1999/1/8,0,0,237.3356414,0,0,0,0.704765605,0.704765605,1.087700404,0.144476745,45.63833833,0.582647924,0.582647924,0.582647924,2.388235093,0.727124669,3.115359762,2.976 -3296,1999/1/9,0.1,0.6,236.862798,0.5,0.224888302,0.1,0.697731729,0.972843427,0.740206202,0.086952318,44.77992654,0.551673808,0.551673808,0.551673808,2.150291794,0.638626126,2.78891792,2.784 -3297,1999/1/10,0.2,2.2,237.0628925,2,0.900795859,0.2,0.700701336,1.799905477,1.202330124,0.112276547,44.43708488,0.516202141,0.516202141,0.516202141,2.061373931,0.628478688,2.68985262,2.88 -3298,1999/1/11,0,1.5,237.0375612,1.5,0.674993533,0,0.700324832,1.525331299,1.511431011,0.164209147,44.39925147,0.502501597,0.502501597,0.502501597,2.051766013,0.666710744,2.718476757,2.496 -3299,1999/1/12,0,0.6,236.6141365,0.6,0.270630723,0,0.694055481,1.023424757,1.174495558,0.144754745,44.09806112,0.501005798,0.501005798,0.501005798,1.976691704,0.645760543,2.622452247,2.304 -3300,1999/1/13,0,5,238.1393898,5,2.242106318,0,0.71685299,3.474746672,1.889596128,0.162068442,44.41987085,0.489211002,0.489211002,0.489211002,2.056997401,0.651279444,2.708276845,2.496 -3301,1999/1/14,0,8.8,241.2246692,8.8,3.850093258,0,0.764813911,5.714720653,4.012282519,0.367730563,46.3352953,0.501820621,0.501820621,0.501820621,2.598678693,0.869551183,3.468229876,1.968 -3302,1999/1/15,0,2.5,241.5289833,2.5,1.073995434,0,0.769681251,2.195685817,3.752882694,0.467810869,47.63340914,0.581727716,0.581727716,0.581727716,3.036496568,1.049538585,4.086035154,1.872 -3303,1999/1/16,0,0.4,240.9408055,0.4,0.172118241,0,0.76029607,0.988177829,1.49903246,0.234568228,46.96874541,0.640794553,0.640794553,0.640794553,2.804490745,0.875362781,3.679853526,1.872 -3304,1999/1/17,0,0.2,240.2776338,0.2,0.086653416,0,0.749825157,0.863171741,0.839970291,0.110315559,45.94108915,0.610041447,0.610041447,0.610041447,2.477667996,0.720357006,3.198025001,1.872 -3305,1999/1/18,0,0,239.5393287,0,0,0,0.738305046,0.738305046,0.727519889,0.08505073,45.01890746,0.564589098,0.564589098,0.564589098,2.214290675,0.649639828,2.863930503,1.872 -3306,1999/1/19,0,0.1,238.8555591,0.1,0.04399395,0,0.727763552,0.783769601,0.682437506,0.076301172,44.22037479,0.525908647,0.525908647,0.525908647,2.006878825,0.60220982,2.609088645,1.872 -3307,1999/1/20,0,0,238.1387163,0,0,0,0.716842792,0.716842792,0.678949934,0.076371721,43.547541,0.493976683,0.493976683,0.493976683,1.845760408,0.570348404,2.416108812,1.872 -3308,1999/1/21,0,0,237.4325028,0,0,0,0.706213513,0.706213513,0.640958883,0.072240335,42.94529353,0.468166907,0.468166907,0.468166907,1.711373262,0.540407241,2.251780503,1.872 -3309,1999/1/22,0,0,236.7366382,0,0,0,0.695864608,0.695864608,0.631503307,0.070519575,42.42118008,0.445894892,0.445894892,0.445894892,1.601511643,0.516414466,2.117926109,1.44 -3310,1999/1/23,0,0,236.0508527,0,0,0,0.685785519,0.685785519,0.622295897,0.0694873,41.96051058,0.427137393,0.427137393,0.427137393,1.510102789,0.496624693,2.006727481,1.104 -3311,1999/1/24,0,0,235.3748865,0,0,0,0.675966201,0.675966201,0.613327352,0.06848191,41.55206196,0.411121943,0.411121943,0.411121943,1.432897914,0.479603853,1.912501767,1.104 -3312,1999/1/25,0.1,0,234.6168119,0,0,0.092985369,0.665089237,0.665089237,0.604072091,0.067473699,41.1866575,0.397284858,0.397284858,0.397284858,1.36676141,0.464758557,1.831519967,1.056 -3313,1999/1/26,0.1,0.2,234.006646,0.1,0.046271412,0.1,0.656437302,0.710165891,0.616390021,0.067626654,40.87566418,0.385190797,0.385190797,0.385190797,1.312574138,0.452817451,1.765391589,1.056 -3314,1999/1/27,0.2,5.2,235.6285931,5,2.301585335,0.2,0.679638258,3.378052923,1.693227732,0.129044891,41.51747724,0.375106735,0.375106735,0.375106735,1.426521413,0.504151626,1.930673038,1.152 -3315,1999/1/28,0.3,4.9,237.0140295,4.6,2.085411648,0.3,0.699975221,3.214563573,2.975653136,0.302751119,43.13624377,0.396128719,0.396128719,0.396128719,1.75301532,0.698879838,2.451895158,2.64 -3316,1999/1/29,0.1,0,236.2323343,0,0,0.093253962,0.688441258,0.688441258,1.895039734,0.267936461,43.62131004,0.452872677,0.452872677,0.452872677,1.862846142,0.720809139,2.58365528,2.496 -3317,1999/1/30,0,0,235.5537805,0,0,0,0.678553781,0.678553781,0.615690587,0.098420782,42.98745676,0.470948532,0.470948532,0.470948532,1.720492403,0.569369314,2.289861717,1.68 -3318,1999/1/31,0.1,0,234.7931587,0,0,0.093014937,0.66760681,0.66760681,0.606373254,0.067731724,42.43660475,0.447428985,0.447428985,0.447428985,1.60465425,0.515160709,2.119814959,1.632 -3319,1999/2/1,0.2,0,233.9517335,0,0,0.185762086,0.655663133,0.655663133,0.596127183,0.066627645,41.95196252,0.427681227,0.427681227,0.427681227,1.50845064,0.494308872,2.002759512,1.548 -3320,1999/2/2,0.4,1.2,233.6720114,0.8,0.372008787,0.4,0.651730947,1.07972216,0.757641934,0.075015261,41.66629704,0.410828884,0.410828884,0.410828884,1.454136298,0.485844145,1.939980443,1.548 -3321,1999/2/3,0.5,1.9,233.6721855,1.4,0.651907528,0.5,0.651733389,1.399825862,1.098222445,0.109997045,41.70436571,0.401120772,0.401120772,0.401120772,1.46127454,0.511117817,1.972392357,1.788 -3322,1999/2/4,0.4,0,232.6637614,0,0,0.370709248,0.63771483,0.63771483,0.958734236,0.11947896,41.62000744,0.402404941,0.402404941,0.402404941,1.445497451,0.521883901,1.967381352,1.956 -3323,1999/2/5,0.3,0.2,231.9433818,0,0,0.29252961,0.627850049,0.627850049,0.57004577,0.07254348,41.21739555,0.399563235,0.399563235,0.399563235,1.372220895,0.472106715,1.84432761,2.22 -3324,1999/2/6,0.4,3.7,232.8587741,3.3,1.555799019,0.4,0.640406665,2.384607646,1.259157507,0.101462071,41.44881582,0.386197888,0.386197888,0.386197888,1.413935121,0.487659958,1.901595079,2.22 -3325,1999/2/7,0.6,5.3,234.3863714,4.7,2.189408265,0.6,0.661810945,3.172402679,2.457403544,0.235033262,42.65113382,0.39384055,0.39384055,0.39384055,1.648926094,0.628873812,2.277799906,2.88 -3326,1999/2/8,0.7,0.1,233.1847531,0,0,0.656691654,0.644926709,0.644926709,1.856560104,0.252470991,43.18025203,0.43529634,0.43529634,0.43529634,1.762738237,0.687767331,2.450505567,3.6 -3327,1999/2/9,0.8,6.6,235.1978621,5.8,2.686522542,0.8,0.673413496,3.786890954,1.821819716,0.163268211,43.59891835,0.454491837,0.454491837,0.454491837,1.85764523,0.617760048,2.475405279,3.096 -3328,1999/2/10,0.7,2.9,235.5269383,2.2,1.00724123,0.7,0.67816502,1.87092379,2.651205813,0.299576793,44.61351496,0.47010296,0.47010296,0.47010296,2.106712169,0.769679752,2.876391921,4.152 -3329,1999/2/11,0.6,2.1,235.5342649,1.5,0.685597719,0.6,0.678271115,1.492673396,1.534385163,0.201387213,44.5636188,0.509519169,0.509519169,0.509519169,2.093800486,0.710906382,2.804706868,4.152 -3330,1999/2/12,0.5,5.3,237.011475,4.8,2.177147296,0.5,0.699937276,3.32278998,2.066482532,0.193899475,44.94366901,0.507527478,0.507527478,0.507527478,2.193959801,0.701426953,2.895386754,4.152 -3331,1999/2/13,0.5,2.3,237.1197844,1.8,0.809856944,0.5,0.701547526,1.691690583,2.346065805,0.274891745,45.47217138,0.522838807,0.522838807,0.522838807,2.340402246,0.797730552,3.138132798,4.608 -3332,1999/2/14,0.7,3.9,237.840928,3.2,1.433488756,0.7,0.712345146,2.47885639,1.833529597,0.205684894,45.50157407,0.544675585,0.544675585,0.544675585,2.348802485,0.750360479,3.099162964,3.936 -3333,1999/2/15,0.4,3.3,238.4103112,2.9,1.290347934,0.4,0.720964756,2.330616822,2.172401445,0.235347835,45.78785503,0.545909253,0.545909253,0.545909253,2.432029741,0.781257088,3.21328683,4.056 -3334,1999/2/16,0.2,3.9,239.3090758,3.7,1.633506284,0.2,0.734741644,2.80123536,2.283495812,0.245140153,46.10272532,0.55802548,0.55802548,0.55802548,2.526651003,0.803165633,3.329816636,3.72 -3335,1999/2/17,0.1,2.7,239.7081106,2.6,1.139960745,0.1,0.740925958,2.200965213,2.283945859,0.261397132,46.35376501,0.571572176,0.571572176,0.571572176,2.604478349,0.832969309,3.437447658,3.504 -3336,1999/2/18,0.1,2.1,239.8395421,2,0.874403612,0.1,0.74297207,1.868568458,1.849539145,0.219880213,46.22236932,0.582539709,0.582539709,0.582539709,2.563474539,0.802419922,3.365894462,3.096 -3337,1999/2/19,0,4.1,240.8617255,4.1,1.78122472,0,0.75904131,3.07781659,2.159483819,0.217320164,46.35406208,0.576780666,0.576780666,0.576780666,2.604571729,0.79410083,3.398672559,2.976 -3338,1999/2/20,0.1,2.8,241.2603036,2.7,1.163960659,0.1,0.765382579,2.30142192,2.463282406,0.276477774,46.68830108,0.582552776,0.582552776,0.582552776,2.711596174,0.859030549,3.570626724,2.784 -3339,1999/2/21,0.2,2.3,241.3954173,2.1,0.902655582,0.2,0.76754187,1.964886288,1.938314914,0.231912292,46.55542713,0.597387638,0.597387638,0.597387638,2.668576506,0.829299929,3.497876435,2.784 -3340,1999/2/22,0.2,0.1,240.5474007,0,0,0.193946171,0.754070424,0.754070424,1.290005952,0.173880533,45.95503224,0.591458241,0.591458241,0.591458241,2.481859083,0.765338774,3.247197856,2.316 -3341,1999/2/23,0.3,0,239.5278717,0,0,0.281401584,0.738127408,0.738127408,0.6723643,0.089337754,44.98695082,0.565189059,0.565189059,0.565189059,2.20563478,0.654526812,2.860161592,1.836 -3342,1999/2/24,0.3,0,238.5242492,0,0,0.28092285,0.72269966,0.72269966,0.658219168,0.073662156,44.17431085,0.524603201,0.524603201,0.524603201,1.995462332,0.598265357,2.593727689,2.4 -3343,1999/2/25,0.8,3.8,239.1175042,3,1.325042436,0.8,0.731787454,2.406745018,1.31579365,0.109416617,44.02373616,0.49217803,0.49217803,0.49217803,1.958546372,0.601594646,2.560141018,2.316 -3344,1999/2/26,1,1.2,238.4837824,0.2,0.088361305,1,0.722083098,0.833721793,1.544571175,0.186284793,44.08190402,0.486331189,0.486331189,0.486331189,1.972734509,0.672615982,2.645350491,3.096 -3345,1999/2/27,1.1,2,238.1661558,0.9,0.399631699,1.1,0.717258373,1.217626674,0.902029877,0.110351482,43.61186667,0.488583942,0.488583942,0.488583942,1.860651162,0.598935424,2.459586587,4.056 -3346,1999/2/28,1.2,0.9,237.1833873,0,0,1.18027395,0.70249451,0.70249451,0.892335978,0.10592772,43.20628277,0.470591792,0.470591792,0.470591792,1.768511674,0.576519512,2.345031185,4.056 -3347,1999/3/1,1.1,0.7,236.1235047,0,0,1.073034919,0.686847691,0.686847691,0.626063006,0.075981609,42.6409887,0.455451509,0.455451509,0.455451509,1.646808585,0.531433118,2.178241703,4.056 -3348,1999/3/2,1.2,0.1,234.437613,0,0,1.1233529,0.662538789,0.662538789,0.608558492,0.068335749,42.13943245,0.434934055,0.434934055,0.434934055,1.545048799,0.503269804,2.048318602,4.056 -3349,1999/3/3,0.3,1.6,234.3768786,1.3,0.600941822,0.3,0.661676178,1.360734356,0.87214099,0.081865942,41.92551492,0.417290377,0.417290377,0.417290377,1.503348898,0.499156319,2.002505217,3.288 -3350,1999/3/4,0.4,2.1,234.499065,1.7,0.785598901,0.4,0.663412516,1.577813615,1.310428601,0.132603663,42.1071707,0.409923108,0.409923108,0.409923108,1.538695928,0.542526771,2.081222699,3.192 -3351,1999/3/5,0.5,0,233.3872741,0,0,0.4640431,0.647747796,0.647747796,1.052564508,0.134806238,42.04867345,0.416173283,0.416173283,0.416173283,1.527235032,0.550979521,2.078214552,3.384 -3352,1999/3/6,0.4,0,232.3829037,0,0,0.370516317,0.633854065,0.633854065,0.577483608,0.075439239,41.59876268,0.414153209,0.414153209,0.414153209,1.441547595,0.489592448,1.931140043,2.688 -3353,1999/3/7,0.6,1.1,231.9906427,0.5,0.236232398,0.6,0.628493442,0.892261044,0.672564881,0.069221302,41.28574833,0.398849846,0.398849846,0.398849846,1.384429075,0.468071148,1.852500223,2.04 -3354,1999/3/8,0.8,0.2,230.8236355,0,0,0.75424647,0.612760696,0.612760696,0.69260472,0.080043402,41.02792948,0.388444115,0.388444115,0.388444115,1.338867679,0.468487516,1.807355195,2.316 -3355,1999/3/9,0.8,0.1,229.5821159,0,0,0.745146451,0.596373197,0.596373197,0.545009934,0.064212871,40.67444663,0.380020114,0.380020114,0.380020114,1.278512901,0.444232986,1.722745886,2.04 -3356,1999/3/10,0.6,0,228.4486731,0,0,0.551720575,0.581722178,0.581722178,0.530947266,0.059509023,40.34903517,0.368683557,0.368683557,0.368683557,1.225042286,0.42819258,1.653234866,1.872 -3357,1999/3/11,0.5,0,227.4211825,0,0,0.458798207,0.568692449,0.568692449,0.518401919,0.058059028,40.04851617,0.358462742,0.358462742,0.358462742,1.177383662,0.41652177,1.593905431,1.632 -3358,1999/3/12,0.5,0,226.4072445,0,0,0.457872069,0.556065919,0.556065919,0.506834466,0.056745783,39.7699219,0.349205027,0.349205027,0.349205027,1.134633763,0.40595081,1.540584572,1.548 -3359,1999/3/13,0.6,0.4,225.6772986,0,0,0.582829482,0.547116422,0.547116422,0.49692338,0.055559085,39.5114526,0.340776444,0.340776444,0.340776444,1.096169119,0.396335528,1.492504647,1.632 -3360,1999/3/14,0.3,0.1,224.956346,0,0,0.282561235,0.538391344,0.538391344,0.4889575,0.054625693,39.27196666,0.333087604,0.333087604,0.333087604,1.061531044,0.387713297,1.44924434,1.548 -3361,1999/3/15,0.4,0.1,224.1541154,0,0,0.37341595,0.528814619,0.528814619,0.480768446,0.053731844,39.04872148,0.326074817,0.326074817,0.326074817,1.030088445,0.379806662,1.409895107,1.392 -3362,1999/3/16,0.6,1.5,224.0839261,0.9,0.457793922,0.6,0.527983291,0.970189369,0.650319693,0.062682569,38.99590707,0.319633175,0.319633175,0.319633175,1.022767277,0.382315744,1.405083021,1.392 -3363,1999/3/17,0.7,0.1,223.0226843,0,0,0.645700321,0.515541486,0.515541486,0.693539664,0.081833796,38.98614979,0.318122639,0.318122639,0.318122639,1.021419584,0.399956435,1.42137602,1.248 -3364,1999/3/18,0.9,3.5,223.8281246,2.6,1.330402785,0.9,0.524962456,1.794559671,0.969325627,0.08499074,39.21928173,0.317844132,0.317844132,0.317844132,1.054037819,0.402834872,1.456872692,1.284 -3365,1999/3/19,0.7,2.1,224.0143019,1.4,0.713337025,0.7,0.527159697,1.213822672,1.385655282,0.151623839,39.79157534,0.324546334,0.324546334,0.324546334,1.137908013,0.476170173,1.614078186,1.248 -3366,1999/3/20,0.5,0.6,223.5436983,0.1,0.051016263,0.5,0.521619927,0.570603665,0.838305443,0.114113031,39.8278897,0.341426282,0.341426282,0.341426282,1.143417356,0.455539313,1.598956669,1.1712 -3367,1999/3/21,0.8,1.3,223.2810354,0.5,0.255885488,0.8,0.518548389,0.762662901,0.589425621,0.06886234,39.64407045,0.342518093,0.342518093,0.342518093,1.115762966,0.411380433,1.527143399,1.0344 -3368,1999/3/22,0.9,0.2,222.1401302,0,0,0.835529936,0.505375234,0.505375234,0.584742594,0.068353671,39.47499546,0.337017009,0.337017009,0.337017009,1.090834597,0.405370681,1.496205278,1.0344 -3369,1999/3/23,1.2,0,220.5661372,0,0,1.086348157,0.487644819,0.487644819,0.447832436,0.053182864,39.20309617,0.332013156,0.332013156,0.332013156,1.051744885,0.38519602,1.436940905,1.0344 -3370,1999/3/24,1.7,0.8,219.280345,0,0,1.612256901,0.473535293,0.473535293,0.433305672,0.048663907,38.94476005,0.324077791,0.324077791,0.324077791,1.01571958,0.372741699,1.388461279,0.9672 -3371,1999/3/25,1.7,13.6,224.8990019,11.9,6.156359108,1.7,0.537702195,6.281343087,2.720838515,0.175000917,40.69954406,0.316664658,0.316664658,0.316664658,1.282719163,0.491665575,1.774384738,0.8376 -3372,1999/3/26,1.2,0.1,223.3776654,0,0,1.101659832,0.519676669,0.519676669,3.376782259,0.433167669,42.77156147,0.369480385,0.369480385,0.369480385,1.674245232,0.802648054,2.476893285,1.68 -3373,1999/3/27,1.5,12.7,228.4035388,11.2,5.607018234,1.5,0.581144825,6.17412659,2.701774271,0.244036872,43.9679295,0.439613329,0.439613329,0.439613329,1.945019573,0.683650201,2.628669775,1.392 -3374,1999/3/28,1.2,2.3,228.3615921,1.1,0.538661895,1.2,0.580608659,1.141946765,3.56850655,0.440266933,45.63371931,0.484176865,0.484176865,0.484176865,2.386893599,0.924443798,3.311337398,2.1 -3375,1999/3/29,0.8,4.4,229.5197842,3.6,1.753751946,0.8,0.595559848,2.441807902,1.541325384,0.202077252,45.40516343,0.551478412,0.551478412,0.551478412,2.321359678,0.753555664,3.074915342,2.316 -3376,1999/3/30,0.7,1.9,229.5059275,1.2,0.581522524,0.7,0.595379158,1.213856634,1.712465219,0.201896544,45.35289661,0.541871531,0.541871531,0.541871531,2.306603567,0.743768075,3.050371642,2.52 -3377,1999/3/31,0.9,0.1,228.1920926,0,0,0.835388777,0.578446164,0.578446164,0.841421151,0.121921218,44.6244563,0.539691512,0.539691512,0.539691512,2.109552981,0.66161273,2.771165711,1.956 -3378,1999/4/1,0.9,1.7,228.0087476,0.8,0.392769373,0.9,0.576114332,0.98334496,0.680576484,0.074226307,43.88896734,0.509956656,0.509956656,0.509956656,1.926022097,0.584182964,2.510205061,2.448 -3379,1999/4/2,1.3,3.4,228.4566693,2.1,1.02974616,1.3,0.581824512,1.652078352,1.149226071,0.1082377,43.64984183,0.481140319,0.481140319,0.481140319,1.869491903,0.589378018,2.458869922,2.232 -3380,1999/4/3,1.6,13.2,233.3551536,11.6,5.545783989,1.6,0.6472997,6.701515711,3.481896139,0.268155467,45.30938236,0.472027545,0.472027545,0.472027545,2.294383148,0.740183013,3.03456616,2.448 -3381,1999/4/4,1.1,0.9,232.5339469,0,0,1.085278698,0.635928008,0.635928008,3.634858735,0.477458287,46.75025222,0.537881343,0.537881343,0.537881343,2.73187022,1.015339629,3.74720985,2.568 -3382,1999/4/5,1.4,2.3,232.3251016,0.9,0.424216536,1.4,0.633061838,1.108845302,0.759184156,0.145512257,45.70262591,0.600166619,0.600166619,0.600166619,2.406977086,0.745678876,3.152655962,2.688 -3383,1999/4/6,1.9,0,229.9694181,0,0,1.75423636,0.601447062,0.601447062,0.797488408,0.094169506,44.87812687,0.554398468,0.554398468,0.554398468,2.176385915,0.648567974,2.824953889,2.316 -3384,1999/4/7,2.1,8.2,232.2489215,6.1,2.911522267,2.1,0.632018944,3.820496678,1.813144357,0.136787001,45.00179463,0.520175041,0.520175041,0.520175041,2.209651639,0.656962041,2.86661368,2.136 -3385,1999/4/8,1.9,9,234.8887775,7.1,3.308831107,1.9,0.668975094,4.460143987,3.691170679,0.358123758,46.5510156,0.52520929,0.52520929,0.52520929,2.667159,0.883333048,3.550492049,2.592 -3386,1999/4/9,1.7,3.1,234.8642854,1.4,0.644132317,1.7,0.668624402,1.424492085,2.814747648,0.371838015,47.10600838,0.591262104,0.591262104,0.591262104,2.85101697,0.963100119,3.814117089,3.192 -3387,1999/4/10,1.5,0.1,232.9237837,0,0,1.399195637,0.641306049,0.641306049,0.972607132,0.161061544,46.15288863,0.616304091,0.616304091,0.616304091,2.542030973,0.777365634,3.319396608,3.192 -3388,1999/4/11,1.5,2.6,232.8004888,1.1,0.516306318,1.5,0.639601174,1.223294857,0.807118395,0.08614231,45.25466068,0.573751839,0.573751839,0.573751839,2.279098182,0.659894149,2.938992331,2.544 -3389,1999/4/12,1.3,0.1,231.0747793,0,0,1.209590226,0.616119349,0.616119349,0.861071145,0.102137946,44.5587886,0.535611111,0.535611111,0.535611111,2.092554336,0.637749057,2.730303393,2.832 -3390,1999/4/13,1.2,0,229.3750962,0,0,1.106007757,0.593675299,0.593675299,0.545639787,0.068280472,43.72472842,0.507334967,0.507334967,0.507334967,1.88703493,0.57561544,2.46265037,2.784 -3391,1999/4/14,1.4,0,227.5192534,0,0,1.285916917,0.56992586,0.56992586,0.524924385,0.059110956,43.0010741,0.474868001,0.474868001,0.474868001,1.723446712,0.533978957,2.257425668,2.184 -3392,1999/4/15,1.6,0,225.5101604,0,0,1.464009433,0.545083629,0.545083629,0.503118129,0.056727421,42.36251002,0.447925251,0.447925251,0.447925251,1.589607454,0.504652672,2.094260125,2.052 -3393,1999/4/16,1.9,0,223.2608384,0,0,1.731009166,0.518312813,0.518312813,0.479998141,0.054213753,41.7901161,0.425073351,0.425073351,0.425073351,1.477465413,0.479287105,1.956752518,2.04 -3394,1999/4/17,2.3,0,220.6869522,0,0,2.084898473,0.488987758,0.488987758,0.454895231,0.051503352,41.2689072,0.405308307,0.405308307,0.405308307,1.381412445,0.456811659,1.838224104,1.92 -3395,1999/4/18,2.5,0.1,218.0630676,0,0,2.263402566,0.460482014,0.460482014,0.428826391,0.048618955,40.78798617,0.387889813,0.387889813,0.387889813,1.29763723,0.436508768,1.734145998,1.632 -3396,1999/4/19,2.5,4.1,218.4530371,1.6,0.85460139,2.5,0.464631875,1.210030486,0.710579358,0.062836951,40.60408055,0.372298173,0.372298173,0.372298173,1.26678315,0.435135124,1.701918273,1.548 -3397,1999/4/20,2.1,4.3,219.1508321,2.2,1.169927482,2.1,0.472132501,1.502205019,1.204465159,0.11857594,40.86436145,0.366456024,0.366456024,0.366456024,1.310640288,0.485031964,1.795672252,1.632 -3398,1999/4/21,1.7,0,217.1714004,0,0,1.528326435,0.451105266,0.451105266,0.936696434,0.123703,40.86504461,0.374743831,0.374743831,0.374743831,1.310757104,0.498446831,1.809203935,1.632 -3399,1999/4/22,1.8,0,215.1302486,0,0,1.610934024,0.430217796,0.430217796,0.397742119,0.057048972,40.40366985,0.374765758,0.374765758,0.374765758,1.233882632,0.43181473,1.665697362,1.212 -3400,1999/4/23,2.6,0,212.4124745,0,0,2.314153565,0.403620497,0.403620497,0.37668745,0.042684333,39.97461122,0.360164439,0.360164439,0.360164439,1.165910521,0.402848772,1.568759293,1.0344 -3401,1999/4/24,2.7,0.1,209.734385,0,0,2.399368791,0.378720693,0.378720693,0.35342056,0.040129205,39.57017765,0.346954762,0.346954762,0.346954762,1.104808893,0.387083967,1.491892861,0.9672 -3402,1999/4/25,2.5,0,207.1814237,0,0,2.196812929,0.356148428,0.356148428,0.331930344,0.037670293,39.18740542,0.334823539,0.334823539,0.334823539,1.049526116,0.372493832,1.422019948,0.9672 -3403,1999/4/26,2.5,8.1,210.0175714,5.6,3.217441453,2.5,0.381293709,2.763852256,1.271814003,0.08873,39.66409589,0.323624034,0.323624034,0.323624034,1.118747563,0.412354035,1.531101597,1.0344 -3404,1999/4/27,2.7,0,207.2868148,0,0,2.373698253,0.357058326,0.357058326,1.536546038,0.195159323,40.31818116,0.337613217,0.337613217,0.337613217,1.22007399,0.53277254,1.752846531,1.1712 -3405,1999/4/28,2.9,0,204.4222296,0,0,2.531603789,0.33298139,0.33298139,0.311839721,0.063563637,39.84196609,0.357504279,0.357504279,0.357504279,1.145559065,0.421067916,1.56662698,0.9 -3406,1999/4/29,3.1,0,201.4273819,0,0,2.685625741,0.309221986,0.309221986,0.290295936,0.033060599,39.39587082,0.342941978,0.342941978,0.342941978,1.079333191,0.376002577,1.455335767,0.7752 -3407,1999/4/30,2.8,0,198.731123,0,0,2.407244438,0.289014524,0.289014524,0.27031584,0.030758878,38.97587444,0.329689753,0.329689753,0.329689753,1.020001971,0.360448631,1.380450602,0.7152 -3408,1999/5/1,2.9,0,195.9870908,0,0,2.474480457,0.269551676,0.269551676,0.252423321,0.028712583,38.57929461,0.317551025,0.317551025,0.317551025,0.966554171,0.346263608,1.312817779,0.7152 -3409,1999/5/2,3,7.7,198.6107776,4.7,2.911824761,3,0.288137954,2.076313193,0.956445458,0.066843009,38.84062681,0.306385334,0.306385334,0.306385334,1.001498597,0.373228343,1.37472694,0.7752 -3410,1999/5/3,1.8,7.1,201.5271014,5.3,3.226314342,1.8,0.30999053,2.383676188,1.990120515,0.193068603,39.97802066,0.313711029,0.313711029,0.313711029,1.166437689,0.506779632,1.673217321,0.7752 -3411,1999/5/4,1.1,48.3,226.8663167,47.2,25.90096975,1.1,0.561754463,21.86078471,9.840686938,0.662263703,47.26126595,0.347058345,0.347058345,0.347058345,2.904499994,1.009322047,3.913822041,1.512 -3412,1999/5/5,1.4,25.2,237.3939363,23.8,11.23325628,1.4,0.705636724,13.27238045,16.28143917,1.767846625,56.02088427,0.623442938,0.623442938,0.623442938,8.145263787,2.391289563,10.53655335,3.912 -3413,1999/5/6,1.8,0.4,235.4123894,0,0,1.705038877,0.676507995,0.676507995,6.96853044,1.152053483,55.99739138,1.130453862,1.130453862,1.130453862,8.122477196,2.282507345,10.40498454,9.048 -3414,1999/5/7,1.9,0,233.0057532,0,0,1.764194664,0.642441517,0.642441517,0.595397561,0.215461683,52.40143977,1.128795498,1.128795498,1.128795498,5.320144669,1.344257181,6.66440185,7.344 -3415,1999/5/8,2.2,0,230.3658049,0,0,2.033272413,0.606675874,0.606675874,0.564066394,0.063860902,49.89344321,0.894806751,0.894806751,0.894806751,3.966869702,0.958667652,4.925537355,6.264 -3416,1999/5/9,3,0,227.0449441,0,0,2.756880316,0.563980523,0.563980523,0.529139399,0.06015227,48.00312119,0.753668128,0.753668128,0.753668128,3.173129542,0.813820398,3.98694994,5.688 -3417,1999/5/10,3,4.4,227.1729159,1.4,0.693551424,3,0.565579672,1.272028248,0.787331126,0.072443221,46.72517668,0.658371694,0.658371694,0.658371694,2.723647335,0.730814915,3.45446225,5.016 -3418,1999/5/11,2.7,0,224.1775068,0,0,2.466317123,0.529091902,0.529091902,0.851292278,0.102544577,45.75358243,0.59904068,0.59904068,0.59904068,2.421927207,0.701585257,3.123512464,4.512 -3419,1999/5/12,2.2,14.2,229.5373025,12,5.955584064,2.2,0.59578835,6.640204287,2.890674683,0.195810044,46.53787976,0.556564944,0.556564944,0.556564944,2.662942299,0.752374988,3.415317287,3.912 -3420,1999/5/13,1.7,5.8,230.8972215,4.1,1.973662219,1.7,0.613743262,2.740081042,4.435250443,0.506337293,48.28332612,0.590678358,0.590678358,0.590678358,3.280482435,1.097015651,4.377498086,4.392 -3421,1999/5/14,2,0.9,229.2910508,0,0,1.913587855,0.592582821,0.592582821,1.617599319,0.27286969,47.5620745,0.671920842,0.671920842,0.671920842,3.010771789,0.944790533,3.955562322,3.792 -3422,1999/5/15,2.1,10.3,232.5746134,8.2,3.920049924,2.1,0.636487325,4.916437401,2.241673441,0.179494684,47.46507427,0.637442101,0.637442101,0.637442101,2.976115772,0.816936785,3.793052557,3.576 -3423,1999/5/16,1.9,0,230.2148785,0,0,1.755054246,0.604680678,0.604680678,2.721224473,0.346004568,47.74284406,0.63290359,0.63290359,0.63290359,3.076358269,0.978908159,4.055266427,3.792 -3424,1999/5/17,2.3,0.4,227.893005,0,0,2.147227289,0.574646187,0.574646187,0.53234601,0.11066268,46.32553383,0.645962023,0.645962023,0.645962023,2.595618267,0.756624703,3.35224297,2.784 -3425,1999/5/18,2.4,3.7,227.9568172,1.3,0.639267434,2.4,0.575455244,1.23618781,0.778555728,0.072339657,45.37309304,0.581298894,0.581298894,0.581298894,2.312295408,0.653638552,2.96593396,2.928 -3426,1999/5/19,2.3,1.7,226.8453459,0,0,2.249977748,0.561493588,0.561493588,0.845998253,0.101006946,44.64478437,0.540533149,0.540533149,0.540533149,2.114840073,0.641540095,2.756380168,2.64 -3427,1999/5/20,2.3,0.2,224.3956168,0,0,2.118046005,0.53168303,0.53168303,0.493566106,0.063452532,43.75496193,0.510770183,0.510770183,0.510770183,1.894158732,0.574222715,2.468381447,2.28 -3428,1999/5/21,1.9,2.9,224.3717109,1,0.507492552,1.9,0.531398532,1.023905979,0.672991315,0.064324167,43.14829772,0.476018212,0.476018212,0.476018212,1.755673732,0.540342379,2.29601611,1.788 -3429,1999/5/22,1.8,0.4,222.588097,0,0,1.673098805,0.51051506,0.51051506,0.718675321,0.085316337,42.66786527,0.453315758,0.453315758,0.453315758,1.652423534,0.538632096,2.191055629,1.788 -3430,1999/5/23,2.2,0,220.1138419,0,0,1.991611483,0.482643572,0.482643572,0.448451556,0.056494792,42.02884413,0.435894296,0.435894296,0.435894296,1.523366985,0.492389087,2.015756073,1.872 -3431,1999/5/24,3.1,0.1,216.9656051,0,0,2.799273741,0.448963096,0.448963096,0.421072094,0.047853807,41.44935304,0.413470039,0.413470039,0.413470039,1.414033223,0.461323846,1.875357069,1.572 -3432,1999/5/25,3.3,0.1,213.691176,0,0,2.95846454,0.415964527,0.415964527,0.391029087,0.044569239,40.91492915,0.393858416,0.393858416,0.393858416,1.319311393,0.438427655,1.757739048,1.296 -3433,1999/5/26,3.2,6.8,215.240626,3.6,1.980776955,3.2,0.431327031,2.050550076,1.020190536,0.077864691,40.9808069,0.37636939,0.37636939,0.37636939,1.330682182,0.454234081,1.784916263,1.104 -3434,1999/5/27,2.9,9.6,218.3959599,6.7,3.619356533,2.9,0.464022616,3.544666083,2.435818171,0.218572117,42.23176272,0.378494655,0.378494655,0.378494655,1.563357007,0.597066772,2.160423779,1.26 -3435,1999/5/28,3,1.7,216.7816693,0,0,2.867235151,0.447055396,0.447055396,1.966337726,0.268852411,42.91397293,0.420499239,0.420499239,0.420499239,1.704626755,0.68935165,2.393978405,1.356 -3436,1999/5/29,2.7,0,213.9511054,0,0,2.412053464,0.418510487,0.418510487,0.391071792,0.080612926,42.19396348,0.444757738,0.444757738,0.444757738,1.555838981,0.525370664,2.081209645,1.356 -3437,1999/5/30,2.9,0,210.9876349,0,0,2.573256121,0.390214354,0.390214354,0.365479665,0.041566626,41.54671594,0.419183435,0.419183435,0.419183435,1.431910634,0.460750061,1.892660695,1.02 -3438,1999/5/31,3.1,0.1,207.9816697,0,0,2.742860947,0.363104243,0.363104243,0.340481742,0.038760111,40.95763133,0.397105987,0.397105987,0.397105987,1.326672347,0.435866098,1.762538446,0.9312 -3439,1999/6/1,3,0,205.0205483,0,0,2.623222267,0.337899183,0.337899183,0.316835326,0.036076927,40.41628157,0.377746019,0.377746019,0.377746019,1.235931101,0.413822946,1.649754047,0.8256 -3440,1999/6/2,3.4,3.1,204.4263996,0,0,3.361133185,0.333015465,0.333015465,0.302179706,0.033980003,39.92132188,0.360558073,0.360558073,0.360558073,1.157697474,0.394538076,1.55223555,0.7728 -3441,1999/6/3,3.2,13.2,209.8506809,10,5.804056991,3.2,0.379775657,4.575718667,1.976000031,0.126486185,40.92211325,0.345338644,0.345338644,0.345338644,1.320547302,0.471824829,1.792372131,0.8256 -3442,1999/6/4,2.8,11.4,214.2473338,8.6,4.818080079,2.8,0.421427248,4.203347169,3.971023231,0.399359028,43.4470324,0.376600739,0.376600739,0.376600739,1.822704818,0.775959767,2.598664585,1.332 -3443,1999/6/5,3,0,211.1916569,0,0,2.663565135,0.3921117,0.3921117,2.277198531,0.341070307,44.18942502,0.46439592,0.46439592,0.46439592,1.999201832,0.805466227,2.804668059,1.5 -3444,1999/6/6,3.7,6.8,212.5264545,3.1,1.73950624,3.7,0.404708706,1.765202466,0.895406768,0.114301013,43.69706251,0.492767674,0.492767674,0.492767674,1.880536952,0.607068688,2.48760564,1.104 -3445,1999/6/7,3.4,15.8,218.8150425,12.4,6.757099052,3.4,0.468511026,6.111411974,3.305863495,0.255724727,45.21004043,0.473817212,0.473817212,0.473817212,2.266702787,0.729541939,2.996244726,1.512 -3446,1999/6/8,2.8,2.7,218.2624645,0,0,2.789977804,0.462600156,0.462600156,3.268432956,0.435890131,46.3948246,0.533765029,0.533765029,0.533765029,2.617413819,0.969655161,3.587068979,1.716 -3447,1999/6/9,2.5,0.9,216.3837743,0,0,2.335739312,0.442950903,0.442950903,0.408576737,0.112452116,45.14029872,0.584347732,0.584347732,0.584347732,2.247450345,0.696799848,2.944250193,1.428 -3448,1999/6/10,3,7.9,218.5516689,4.9,2.633580827,3,0.465686217,2.73210539,1.303097549,0.094773626,44.81476745,0.530888702,0.530888702,0.530888702,2.159517527,0.625662328,2.785179856,1.5 -3449,1999/6/11,3.5,3.6,218.1437066,0.1,0.053375323,3.5,0.46133768,0.507962357,1.580138974,0.197392008,44.76592217,0.517609213,0.517609213,0.517609213,2.146593463,0.715001221,2.861594684,1.296 -3450,1999/6/12,3.6,0.4,214.8502016,0,0,3.266091263,0.427413758,0.427413758,0.42534147,0.075260268,43.80168592,0.515637337,0.515637337,0.515637337,1.905215061,0.590897604,2.496112665,1.332 -3451,1999/6/13,3.7,6,215.6723286,2.3,1.257814528,3.7,0.435687525,1.477872997,0.799707353,0.0667489,43.29163378,0.477799704,0.477799704,0.477799704,1.787559189,0.544548604,2.332107793,1.296 -3452,1999/6/14,2.8,33,230.5261028,30.2,15.46257504,2.8,0.60880076,15.34622572,6.809452489,0.439807325,47.55239704,0.458608288,0.458608288,0.458608288,3.007297518,0.898415613,3.905713131,1.44 -3453,1999/6/15,2.6,9.1,232.9677032,6.5,3.083514565,2.6,0.641914234,4.058399669,9.351798445,1.123289415,52.28992047,0.636988265,0.636988265,0.636988265,5.251263281,1.76027768,7.011540961,5.16 -3454,1999/6/16,2.5,8.4,235.0346361,5.9,2.737999593,2.5,0.671066652,3.833067059,3.563531005,0.534025252,51.78893817,0.888159402,0.888159402,0.888159402,4.952672705,1.422184654,6.374857358,4.968 -3455,1999/6/17,2.7,7.9,236.7074544,5.2,2.368251534,2.7,0.695433272,3.527181738,3.328905398,0.379250261,51.29937372,0.858731723,0.858731723,0.858731723,4.677201573,1.237981984,5.915183557,4.968 -3456,1999/6/18,3.1,10.2,239.1406252,7.1,3.165314345,3.1,0.73214349,4.666829145,3.624736582,0.381341119,51.15556782,0.830654082,0.830654082,0.830654082,4.599196563,1.211995201,5.811191764,5.472 -3457,1999/6/19,3.1,6,239.6731179,2.9,1.272874614,3.1,0.740381962,2.367507348,3.291687283,0.402771813,50.83823502,0.822532689,0.822532689,0.822532689,4.431552772,1.225304502,5.656857274,5.592 -3458,1999/6/20,2.7,3.4,239.2464317,0.7,0.307088404,2.7,0.733774565,1.126686161,1.640509836,0.236633587,49.49724528,0.804812307,0.804812307,0.804812307,3.78631188,1.041445893,4.827757773,5.856 -3459,1999/6/21,3,0.7,236.4061465,0,0,2.84929272,0.690992529,0.690992529,0.841875572,0.11773973,47.9273721,0.73292846,0.73292846,0.73292846,3.144677216,0.85066819,3.995345406,5.472 -3460,1999/6/22,3.3,0.8,233.4334829,0,0,3.124270679,0.648392869,0.648392869,0.605062193,0.073302881,46.5275472,0.654742665,0.654742665,0.654742665,2.65962976,0.728045546,3.387675306,4.512 -3461,1999/6/23,3.5,0.7,230.2399553,0,0,3.288515785,0.605011819,0.605011819,0.566413774,0.064389522,45.37215085,0.590219477,0.590219477,0.590219477,2.312029595,0.654608999,2.966638594,3.936 -3462,1999/6/24,3.5,0,226.4689881,0,0,3.214138913,0.556828298,0.556828298,0.525473381,0.059955218,44.38895897,0.540493865,0.540493865,0.540493865,2.049159129,0.600449082,2.649608212,3.504 -3463,1999/6/25,3.8,2.4,224.6556479,0,0,3.678554745,0.534785509,0.534785509,0.49243638,0.055767293,43.53835272,0.50059942,0.50059942,0.50059942,1.843642049,0.556366713,2.400008763,3.096 -3464,1999/6/26,3.6,13.2,228.8387692,9.6,4.769852818,3.6,0.586731519,5.416878701,2.41021516,0.160900137,44.37161596,0.467821266,0.467821266,0.467821266,2.044773184,0.628721403,2.673494588,4.008 -3465,1999/6/27,3.7,0,224.9130101,0,0,3.387888627,0.537870476,0.537870476,2.947501354,0.377013585,45.47719653,0.4999152,0.4999152,0.4999152,2.341835986,0.876928786,3.218764772,3.384 -3466,1999/6/28,4.2,0,220.6114082,0,0,3.813454203,0.488147688,0.488147688,0.464438011,0.110239797,44.42756761,0.544886287,0.544886287,0.544886287,2.058953215,0.655126084,2.714079299,2.832 -3467,1999/6/29,4.8,0,215.858015,0,0,4.315819201,0.437573953,0.437573953,0.419351295,0.048291133,43.51156542,0.502125018,0.502125018,0.502125018,1.837478512,0.550416151,2.387894663,2.268 -3468,1999/6/30,4.6,0,211.3715563,0,0,4.092667854,0.393790858,0.393790858,0.376517907,0.043392848,42.69647824,0.466814633,0.466814633,0.466814633,1.658419712,0.510207482,2.168627193,1.956 -3469,1999/7/1,4.4,0.9,207.9243973,0,0,3.984556159,0.362602829,0.362602829,0.342089416,0.039210908,41.96459343,0.436918238,0.436918238,0.436918238,1.510892468,0.476129146,1.987021613,1.668 -3470,1999/7/2,4.4,0,203.7559843,0,0,3.84083986,0.327573109,0.327573109,0.312502344,0.03585923,41.30116261,0.411261971,0.411261971,0.411261971,1.387195131,0.447121201,1.834316332,1.548 -3471,1999/7/3,4.4,0,199.660671,0,0,3.799455816,0.295857554,0.295857554,0.282285019,0.032474313,40.69109739,0.38895195,0.38895195,0.38895195,1.281302192,0.421426263,1.702728455,1.32 -3472,1999/7/4,4.5,0,195.5518069,0,0,3.842300582,0.266563468,0.266563468,0.254697739,0.02931682,40.12555998,0.369212071,0.369212071,0.369212071,1.189447215,0.398528891,1.587976106,1.1712 -3473,1999/7/5,4.5,0,191.5140707,0,0,3.797645018,0.24009121,0.24009121,0.229447963,0.02642079,39.59769287,0.351561942,0.351561942,0.351561942,1.108877015,0.377982733,1.486859748,1.0008 -3474,1999/7/6,4.4,9.6,194.5605328,5.2,3.30631971,4.4,0.259857573,2.153537863,0.972082188,0.066321364,39.77066777,0.335639119,0.335639119,0.335639119,1.134746412,0.401960483,1.536706895,0.8376 -3475,1999/7/7,4.2,9.5,197.5882768,5.3,3.308520037,4.2,0.28077604,2.272256003,1.985089397,0.195392061,40.79733338,0.340798813,0.340798813,0.340798813,1.299222602,0.536190874,1.835413476,1.308 -3476,1999/7/8,4.1,0,193.8510322,0,0,3.482103047,0.255141537,0.255141537,1.248071235,0.181549947,41.07152262,0.372596871,0.372596871,0.372596871,1.346478863,0.554146819,1.900625682,2.424 -3477,1999/7/9,3.7,0,190.5071284,0,0,3.110073631,0.233830168,0.233830168,0.221207285,0.04883669,40.4351619,0.381435223,0.381435223,0.381435223,1.23900323,0.430271913,1.669275143,1.404 -3478,1999/7/10,3.7,0,187.2139145,0,0,3.078951967,0.214261986,0.214261986,0.202715784,0.023204853,39.85194603,0.361147934,0.361147934,0.361147934,1.147079586,0.384352788,1.531432374,1.1712 -3479,1999/7/11,4.4,0,183.3999053,0,0,3.620744854,0.193264344,0.193264344,0.184539643,0.021196099,39.31241384,0.343242732,0.343242732,0.343242732,1.067314564,0.364438831,1.431753395,1.0008 -3480,1999/7/12,4.5,0,179.5689917,0,0,3.65704538,0.173868215,0.173868215,0.166274521,0.019148346,38.80875944,0.327251745,0.327251745,0.327251745,0.997180668,0.346400092,1.34358076,0.8376 -3481,1999/7/13,4.4,0.2,176.040761,0,0,3.570814563,0.157416182,0.157416182,0.149981214,0.017254467,38.3365254,0.312811092,0.312811092,0.312811092,0.935026352,0.330065559,1.265091911,0.9 -3482,1999/7/14,4.4,12.2,181.2267354,7.8,5.368034277,4.4,0.182059863,2.614025586,1.112277511,0.069858061,38.75813882,0.299690242,0.299690242,0.299690242,0.990354328,0.369548303,1.359902631,0.7752 -3483,1999/7/15,4.1,1.9,179.2737497,0,0,3.680544865,0.172440821,0.172440821,1.387956228,0.178836192,39.38038589,0.311385354,0.311385354,0.311385354,1.077094509,0.490221546,1.567316056,1.1712 -3484,1999/7/16,3.9,25,192.9714545,21.1,13.94709549,3.9,0.249390633,7.402295142,3.011702098,0.204735484,41.32910319,0.329236419,0.329236419,0.329236419,1.392221223,0.533971903,1.926193126,0.8088 -3485,1999/7/17,3.6,5.5,193.9210598,1.9,1.205209182,3.6,0.25560393,0.950394748,4.1129286,0.51334037,43.90261236,0.389873681,0.389873681,0.389873681,1.929293113,0.903214051,2.832507164,1.872 -3486,1999/7/18,3.2,4.5,194.4826155,1.3,0.820891965,3.2,0.259336264,0.7384443,0.771613924,0.166482401,43.35424374,0.481664073,0.481664073,0.481664073,1.801646618,0.648146474,2.449793092,1.1016 -3487,1999/7/19,3.4,1.7,192.7991734,0,0,3.135165567,0.248276499,0.248276499,0.470935237,0.065585092,42.63959498,0.460933884,0.460933884,0.460933884,1.646517873,0.526518976,2.173036849,1.0008 -3488,1999/7/20,3.3,4.2,193.1213607,0.9,0.572550626,3.3,0.250363331,0.577812705,0.353648139,0.037842104,41.92489745,0.434884302,0.434884302,0.434884302,1.503229969,0.472726406,1.975956375,0.7752 -3489,1999/7/21,3.1,4.2,193.5662785,1.1,0.698186005,3.1,0.253268216,0.655082211,0.550560495,0.055590718,41.46793061,0.409901978,0.409901978,0.409901978,1.417429314,0.465492697,1.882922011,0.9 -3490,1999/7/22,3.1,1.3,191.8090032,0,0,2.815325049,0.241950308,0.241950308,0.426346135,0.055528687,40.96142529,0.394476607,0.394476607,0.394476607,1.327328063,0.450005294,1.777333356,1.0344 -3491,1999/7/23,3.3,3,191.3184263,0,0,3.251712502,0.238864309,0.238864309,0.216535997,0.028999872,40.3333202,0.377868503,0.377868503,0.377868503,1.222509596,0.406868375,1.629377971,0.6552 -3492,1999/7/24,3.6,1,188.9222023,0,0,3.171982782,0.224241266,0.224241266,0.209200329,0.023601859,39.76639382,0.357974336,0.357974336,0.357974336,1.134101042,0.381576195,1.515677237,0.7152 -3493,1999/7/25,3.6,1.3,186.8022348,0,0,3.208056284,0.211911213,0.211911213,0.196945547,0.022325956,39.24615566,0.340670647,0.340670647,0.340670647,1.057854354,0.362996602,1.420850957,0.7152 -3494,1999/7/26,3,0,184.1350457,0,0,2.470011831,0.197177314,0.197177314,0.184898743,0.021013142,38.76509036,0.325325353,0.325325353,0.325325353,0.991289399,0.346338495,1.337627894,0.6288 -3495,1999/7/27,3,6.2,186.0562037,3.2,2.128862037,3,0.207703969,1.278841933,0.604823761,0.043633972,38.69905759,0.31158087,0.31158087,0.31158087,0.982437398,0.355214841,1.33765224,0.6 -3496,1999/7/28,3.5,3.5,185.8496527,0,0,3.5,0.206551051,0.206551051,0.727297076,0.091590114,38.74719773,0.309727199,0.309727199,0.309727199,0.98888413,0.401317313,1.390201443,0.7752 -3497,1999/7/29,3.7,2.6,184.7439982,0,0,3.505187921,0.200466516,0.200466516,0.183491949,0.033168401,38.31011738,0.311077808,0.311077808,0.311077808,0.931650114,0.344246208,1.275896322,1.0344 -3498,1999/7/30,3.3,1,182.6715927,0,0,2.882956118,0.189449382,0.189449382,0.176067005,0.019876593,37.90412209,0.298968321,0.298968321,0.298968321,0.881030613,0.318844914,1.199875527,0.8376 -3499,1999/7/31,3.2,0,179.8972528,0,0,2.598873566,0.175466352,0.175466352,0.164979764,0.018767955,37.52163497,0.288025229,0.288025229,0.288025229,0.835492116,0.306793184,1.1422853,0.6 -3500,1999/8/1,3.4,1,177.7986438,0,0,2.933159727,0.165449253,0.165449253,0.153961971,0.017491684,37.15936685,0.277980366,0.277980366,0.277980366,0.794210449,0.29547205,1.089682499,0.7152 -3501,1999/8/2,3.5,0,174.8519251,0,0,2.794555605,0.152163082,0.152163082,0.143654976,0.016371443,36.81513123,0.26869962,0.26869962,0.26869962,0.756590223,0.285071063,1.041661286,0.7152 -3502,1999/8/3,3.6,0,171.8682471,0,0,2.84408219,0.139595859,0.139595859,0.131981478,0.015097162,36.48524443,0.260087942,0.260087942,0.260087942,0.721956217,0.275185104,0.997141321,0.7752 -3503,1999/8/4,3.3,0,169.1594466,0,0,2.57988019,0.12892028,0.12892028,0.121418363,0.013873482,36.16870025,0.252021965,0.252021965,0.252021965,0.689984515,0.265895447,0.955879961,0.6 -3504,1999/8/5,2.7,0,166.9475085,0,0,2.091240964,0.120697203,0.120697203,0.112779323,0.012837445,35.86545368,0.244451744,0.244451744,0.244451744,0.660477634,0.25728919,0.917766824,0.4416 -3505,1999/8/6,2.6,0,164.8372867,0,0,1.996972406,0.113249375,0.113249375,0.105684853,0.012003229,35.57525505,0.237353223,0.237353223,0.237353223,0.633236705,0.249356452,0.882593157,0.4416 -3506,1999/8/7,3,0,162.448319,0,0,2.283700677,0.105267012,0.105267012,0.098770614,0.011237569,35.29674268,0.230699185,0.230699185,0.230699185,0.60798217,0.241936755,0.849918924,0.4416 -3507,1999/8/8,3.3,0.1,159.9391528,0,0,2.511791197,0.09737504,0.09737504,0.091622201,0.010447621,35.02835754,0.224439444,0.224439444,0.224439444,0.584446789,0.234887065,0.819333854,0.3936 -3508,1999/8/9,3.2,0,157.4622727,0,0,2.38682335,0.090056744,0.090056744,0.084746085,0.00966995,34.76918198,0.218523019,0.218523019,0.218523019,0.56244466,0.228192969,0.790637629,0.3936 -3509,1999/8/10,3.1,0,155.0904474,0,0,2.288356773,0.083468443,0.083468443,0.078448039,0.008947377,34.5187056,0.212916167,0.212916167,0.212916167,0.541840587,0.221863544,0.763704131,0.3936 -3510,1999/8/11,3.4,0,152.5308852,0,0,2.482764477,0.076797729,0.076797729,0.072486007,0.008278129,34.27628664,0.207595885,0.207595885,0.207595885,0.522500847,0.215874013,0.73837486,0.312 -3511,1999/8/12,3.7,0,149.7910328,0,0,2.669714976,0.070137495,0.070137495,0.066486505,0.007612259,34.04102704,0.202537835,0.202537835,0.202537835,0.504283938,0.210150094,0.714434033,0.288 -3512,1999/8/13,3.9,0,146.9495083,0,0,2.777797372,0.063727129,0.063727129,0.060591017,0.006951596,33.81225415,0.197713932,0.197713932,0.197713932,0.487077839,0.204665529,0.691743368,0.24 -3513,1999/8/14,4.3,0,143.8725597,0,0,3.019624708,0.057323842,0.057323842,0.054824485,0.006307768,33.58939374,0.193102288,0.193102288,0.193102288,0.470787187,0.199410056,0.670197243,0.24 -3514,1999/8/15,3.9,0,141.1208798,0,0,2.699635988,0.052043877,0.052043877,0.04950535,0.005692013,33.37223346,0.188684211,0.188684211,0.188684211,0.455349841,0.194376224,0.649726065,0.228 -3515,1999/8/16,3.9,0,138.411241,0,0,2.662406448,0.047232419,0.047232419,0.044938488,0.005161051,33.16089047,0.184449057,0.184449057,0.184449057,0.440730539,0.189610108,0.630340647,0.204 -3516,1999/8/17,3.7,1.8,137.0827246,0,0,3.083509053,0.045007303,0.045007303,0.041630036,0.004731149,32.95598436,0.180392978,0.180392978,0.180392978,0.426929115,0.185124127,0.612053242,0.204 -3517,1999/8/18,3.5,0,134.7004234,0,0,2.341073435,0.041227786,0.041227786,0.03901329,0.004444015,32.75760966,0.176521655,0.176521655,0.176521655,0.41390965,0.18096567,0.59487532,0.204 -3518,1999/8/19,3.6,0,132.2860697,0,0,2.376692645,0.037661063,0.037661063,0.035695799,0.004089067,32.56457886,0.172830623,0.172830623,0.172830623,0.401557222,0.17691969,0.578476912,0.204 -3519,1999/8/20,3.7,0,129.8420245,0,0,2.409738699,0.034306481,0.034306481,0.032569565,0.003734541,32.37661773,0.169292264,0.169292264,0.169292264,0.389822958,0.173026806,0.562849763,0.18 -3520,1999/8/21,4.1,0,127.1797656,0,0,2.631329794,0.030929085,0.030929085,0.029541428,0.00339608,32.19339788,0.165896856,0.165896856,0.165896856,0.378658133,0.169292936,0.547951069,0.156 -3521,1999/8/22,4,10,132.1572701,6,5.014982386,4,0.037477973,1.022495587,0.419602718,0.024897557,32.38527749,0.162634187,0.162634187,0.162634187,0.390357294,0.187531744,0.577889038,0.156 -3522,1999/8/23,3,31.5,154.8207052,28.5,22.74617947,3,0.082744325,5.836564856,2.822278061,0.196223295,34.80791916,0.166052211,0.166052211,0.166052211,0.565688606,0.362275506,0.927964112,0.18 -3523,1999/8/24,2.8,3.1,154.9672891,0.3,0.229721061,2.8,0.0831372,0.153416138,3.007504096,0.402133675,37.22734774,0.213747576,0.213747576,0.213747576,0.801823085,0.615881251,1.417704336,1.1808 -3524,1999/8/25,2.6,0.1,153.0619085,0,0,1.927235255,0.078145271,0.078145271,0.108335106,0.080717794,36.84618564,0.270424054,0.270424054,0.270424054,0.759921262,0.351141848,1.11106311,0.7752 -3525,1999/8/26,2.8,1.1,151.7534298,0,0,2.333620259,0.074858468,0.074858468,0.06903213,0.008630146,36.45701861,0.260856617,0.260856617,0.260856617,0.719055784,0.269486763,0.988542547,0.3936 -3526,1999/8/27,2.8,0.9,150.3119079,0,0,2.270155282,0.071366635,0.071366635,0.065993001,0.007447968,36.09193883,0.25134023,0.25134023,0.25134023,0.682413009,0.258788198,0.941201207,0.288 -3527,1999/8/28,2.5,0,148.4557,0,0,1.789144161,0.067063724,0.067063724,0.062529896,0.0070834,35.74779245,0.242640743,0.242640743,0.242640743,0.649317018,0.249724143,0.899041161,0.264 -3528,1999/8/29,2.6,0,146.5485373,0,0,1.844301017,0.06286168,0.06286168,0.058697128,0.006664889,35.42190345,0.234639044,0.234639044,0.234639044,0.619225171,0.241303933,0.860529103,0.264 -3529,1999/8/30,3,0,144.3828787,0,0,2.107310028,0.058348553,0.058348553,0.054792381,0.006236667,35.11221569,0.227237297,0.227237297,0.227237297,0.591717433,0.233473964,0.825191397,0.228 -3530,1999/8/31,3.4,8.2,148.114111,4.8,3.797527308,3.4,0.066295028,1.068767719,0.451728901,0.028066714,35.18611695,0.220359515,0.220359515,0.220359515,0.598187162,0.248426229,0.846613391,0.204 -3531,1999/9/1,3.2,12.4,155.1639994,9.2,7.133555155,3.2,0.08366677,2.150111615,1.389128388,0.118695102,36.11277145,0.22198707,0.22198707,0.22198707,0.684460955,0.340682172,1.025143127,0.6 -3532,1999/9/2,3,0.2,153.0386284,0,0,2.247285167,0.0780858,0.0780858,1.116445891,0.156776775,36.72532265,0.243131288,0.243131288,0.243131288,0.747025979,0.399908063,1.146934042,1.32 -3533,1999/9/3,2.9,0.8,151.4418097,0,0,2.32272646,0.074092273,0.074092273,0.068699381,0.032158874,36.34432336,0.257874057,0.257874057,0.257874057,0.707572725,0.290032931,0.997605656,0.6552 -3534,1999/9/4,2.8,1.1,150.1462467,0,0,2.324589179,0.070973858,0.070973858,0.065450963,0.007387881,35.98629882,0.248631437,0.248631437,0.248631437,0.672106939,0.256019318,0.928126257,0.492 -3535,1999/9/5,2.7,2.5,149.9322078,0,0,2.643569879,0.070468946,0.070468946,0.063676981,0.007123084,35.64998027,0.240164117,0.240164117,0.240164117,0.64015965,0.247287201,0.887446851,0.4416 -3536,1999/9/6,2.4,0,148.1509921,0,0,1.714838001,0.066377682,0.066377682,0.061805597,0.006963048,35.33296706,0.232399672,0.232399672,0.232399672,0.611218482,0.239362721,0.850581203,0.432 -3537,1999/9/7,2.8,0.1,146.176773,0,0,2.012151417,0.062067705,0.062067705,0.058037046,0.006591419,35.03153026,0.225246661,0.225246661,0.225246661,0.584720508,0.231838081,0.816558589,0.336 -3538,1999/9/8,2.6,1.1,145.0625806,0,0,2.154456271,0.059736109,0.059736109,0.054939723,0.006206426,34.7446629,0.218592302,0.218592302,0.218592302,0.560399386,0.224798728,0.785198115,0.288 -3539,1999/9/9,2.6,0,143.192174,0,0,1.814426564,0.055980107,0.055980107,0.052278505,0.005918668,34.47131844,0.212391113,0.212391113,0.212391113,0.538014078,0.218309781,0.756323859,0.288 -3540,1999/9/10,2.4,0,141.4794623,0,0,1.660002682,0.052708949,0.052708949,0.049089665,0.005570509,34.20971666,0.206600141,0.206600141,0.206600141,0.517291581,0.21217065,0.729462232,0.24 -3541,1999/9/11,2.6,0,139.647827,0,0,1.782253468,0.049381891,0.049381891,0.046123537,0.005236448,33.95895071,0.201164412,0.201164412,0.201164412,0.498053903,0.206400861,0.704454764,0.216 -3542,1999/9/12,3.1,0,137.4989054,0,0,2.103226432,0.045695129,0.045695129,0.042987066,0.004896506,33.71786607,0.196050476,0.196050476,0.196050476,0.480122178,0.200946983,0.68106916,0.216 -3543,1999/9/13,3.2,0,135.3104181,0,0,2.146316952,0.042170374,0.042170374,0.039732989,0.004535628,33.48547456,0.191222181,0.191222181,0.191222181,0.463346687,0.195757809,0.659104497,0.192 -3544,1999/9/14,3.2,0,133.1503039,0,0,2.121205984,0.038908185,0.038908185,0.036664449,0.004187005,33.26116994,0.186648965,0.186648965,0.186648965,0.447618028,0.190835971,0.638453999,0.192 -3545,1999/9/15,2.8,0,131.2785944,0,0,1.835461715,0.036247853,0.036247853,0.033966272,0.0038709,33.04459289,0.182309503,0.182309503,0.182309503,0.432852827,0.186180403,0.619033231,0.192 -3546,1999/9/16,3.1,0,129.2353533,0,0,2.009729017,0.03351206,0.03351206,0.031542159,0.003596112,32.8353512,0.17818839,0.17818839,0.17818839,0.418972241,0.181784502,0.600756742,0.192 -3547,1999/9/17,3,0,127.2817433,0,0,1.922556671,0.031053345,0.031053345,0.029189419,0.003329505,32.6329161,0.174270474,0.174270474,0.174270474,0.405894989,0.177599979,0.583494968,0.204 -3548,1999/9/18,3,0,125.3523491,0,0,1.900625146,0.028768982,0.028768982,0.027045461,0.003084192,32.43694274,0.170538947,0.170538947,0.170538947,0.393557774,0.17362314,0.567180913,0.1788 -3549,1999/9/19,2.8,0,123.571398,0,0,1.754169429,0.026781694,0.026781694,0.025106908,0.00286022,32.24712637,0.16698124,0.16698124,0.16698124,0.381904513,0.169841461,0.551745973,0.1788 -3550,1999/9/20,2.8,0,121.8113263,0,0,1.735144515,0.024927199,0.024927199,0.023370816,0.002660903,32.06319799,0.163586158,0.163586158,0.163586158,0.370885358,0.16624706,0.537132418,0.156 -3551,1999/9/21,2.8,0,120.0719543,0,0,1.716175074,0.023196934,0.023196934,0.021750853,0.002476614,31.88484126,0.160343704,0.160343704,0.160343704,0.360451286,0.162820318,0.523271604,0.1356 -3552,1999/9/22,2.6,7.6,124.3155,5,4.271143887,2.6,0.027598175,0.756454289,0.310586199,0.018435048,31.98631355,0.157243568,0.157243568,0.157243568,0.366357472,0.175678616,0.542036088,0.1356 -3553,1999/9/23,2.3,8.4,129.4230858,6.1,5.141342103,2.3,0.033756301,0.992414198,0.774036273,0.072176544,32.52056796,0.159002023,0.159002023,0.159002023,0.398783887,0.231178566,0.629962453,0.156 -3554,1999/9/24,2,1,128.7462526,0,0,1.643950813,0.032882377,0.032882377,0.51406307,0.075396823,32.78728755,0.168492824,0.168492824,0.168492824,0.415836304,0.243889647,0.659725951,0.2304 -3555,1999/9/25,1.9,23,145.8906111,21.1,17.20582056,1.9,0.061462037,3.955641479,1.579470791,0.100709459,34.03622031,0.17337928,0.17337928,0.17337928,0.503917308,0.27408874,0.778006048,0.2304 -3556,1999/9/26,1.9,29.4,166.6884272,27.5,20.91757825,1.9,0.11976223,6.702183979,4.64523235,0.409584728,37.98780058,0.197616237,0.197616237,0.197616237,0.891268318,0.607200965,1.498469283,1.692 -3557,1999/9/27,1.5,0,165.4203161,0,0,1.152841843,0.115269226,0.115269226,3.429484585,0.493242895,40.46385705,0.290256869,0.290256869,0.290256869,1.243684985,0.783499764,2.027184749,2.148 -3558,1999/9/28,1.3,0,164.3143872,0,0,0.99446681,0.111462058,0.111462058,0.102238094,0.08913095,39.79040939,0.362045751,0.362045751,0.362045751,1.137731503,0.451176701,1.588908204,0.9672 -3559,1999/9/29,1.2,0,163.2922708,0,0,0.91408275,0.108033657,0.108033657,0.098961293,0.011115858,39.18199936,0.341391268,0.341391268,0.341391268,1.048762593,0.352507126,1.401269719,0.7752 -3560,1999/9/30,1.3,0,162.2017545,0,0,0.986046796,0.104469535,0.104469535,0.095822109,0.010765571,38.6282669,0.323467803,0.323467803,0.323467803,0.973022378,0.334233375,1.307255752,0.6552 -3561,1999/10/1,1.7,0.1,160.8937645,0,0,1.30767041,0.100319577,0.100319577,0.092382936,0.010397901,38.12066751,0.307748727,0.307748727,0.307748727,0.907731047,0.318146628,1.225877675,0.5448 -3562,1999/10/2,1.7,0.2,159.6709174,0,0,1.326286817,0.096560247,0.096560247,0.088802311,0.009998389,37.6524573,0.293825661,0.293825661,0.293825661,0.850838182,0.303824049,1.154662231,0.6 -3563,1999/10/3,1.7,0,158.3088441,0,0,1.269566663,0.092506665,0.092506665,0.085302656,0.00961139,37.21833684,0.281387382,0.281387382,0.281387382,0.800810503,0.290998772,1.091809275,0.5448 -3564,1999/10/4,1.9,4.7,160.3163404,2.8,2.106026375,1.9,0.098530096,0.792503721,0.359823857,0.024663363,37.0646502,0.270195026,0.270195026,0.270195026,0.783705521,0.294858389,1.07856391,0.4416 -3565,1999/10/5,1.9,9.4,165.7526085,7.5,5.552701376,1.9,0.116433273,2.063731897,1.21551381,0.098897832,37.69106215,0.26631011,0.26631011,0.26631011,0.855411972,0.365207941,1.220619913,0.4416 -3566,1999/10/6,1.7,4.4,167.5969899,2.7,1.967448242,1.7,0.123066787,0.855618545,1.380034757,0.164862079,38.40913264,0.282398444,0.282398444,0.282398444,0.944362712,0.447260523,1.391623235,0.6 -3567,1999/10/7,1.6,4.5,169.5615974,2.9,2.095069885,1.6,0.1304624,0.935392515,0.801575254,0.101561675,38.54972328,0.301681538,0.301681538,0.301681538,0.962666155,0.403243213,1.365909367,0.7152 -3568,1999/10/8,1.4,1.6,169.5749201,0.2,0.143836404,1.4,0.13051374,0.186677335,0.546036917,0.076164157,38.45147986,0.305564157,0.305564157,0.305564157,0.949844488,0.381728314,1.331572802,0.6552 -3569,1999/10/9,1.4,0,168.3608666,0,0,1.088152201,0.125901295,0.125901295,0.143997069,0.026164228,38.00494586,0.302847288,0.302847288,0.302847288,0.893378359,0.329011516,1.222389875,0.6552 -3570,1999/10/10,1.5,9,173.5725382,7.5,5.358339483,1.5,0.146667842,2.288328359,0.967683081,0.060772058,38.32924948,0.29071564,0.29071564,0.29071564,0.934095099,0.351487698,1.285582797,0.6 -3571,1999/10/11,1,0.6,173.1118129,0,0,0.915996921,0.144728361,0.144728361,1.212562098,0.156276861,38.83990251,0.299491215,0.299491215,0.299491215,1.001400281,0.455768075,1.457168356,0.6 -3572,1999/10/12,1.1,2,173.6008498,0.9,0.635824588,1.1,0.1467877,0.410963112,0.2354445,0.045598786,38.44060357,0.313690555,0.313690555,0.313690555,0.948433997,0.35928934,1.307723338,0.492 -3573,1999/10/13,1.3,10.8,180.0226285,9.5,6.597858471,1.3,0.176079843,3.078221372,1.423696811,0.096502415,39.12597068,0.302547575,0.302547575,0.302547575,1.040877274,0.39904999,1.439927263,0.4416 -3574,1999/10/14,1.4,2,180.2552125,0.6,0.409806543,1.4,0.177222482,0.367415939,1.699363714,0.216861967,39.98038309,0.321851784,0.321851784,0.321851784,1.166803087,0.538713751,1.705516838,0.7896 -3575,1999/10/15,1.7,3.6,181.3656514,1.9,1.293199021,1.7,0.182760118,0.789561097,0.4974633,0.077979523,39.70074852,0.347130131,0.347130131,0.347130131,1.124227999,0.425109654,1.549337653,0.6552 -3576,1999/10/16,1.3,7.5,185.3255628,6.2,4.163560147,1.3,0.203648732,2.240088584,1.283706357,0.105816226,40.13260559,0.33870641,0.33870641,0.33870641,1.190555701,0.444522636,1.635078337,0.5448 -3577,1999/10/17,1,0.4,184.6324651,0,0,0.893236945,0.199860811,0.199860811,1.209988523,0.162118203,40.45253607,0.351778046,0.351778046,0.351778046,1.241836093,0.513896249,1.755732342,0.5448 -3578,1999/10/18,0.9,0,183.6996976,0,0,0.737914975,0.19485247,0.19485247,0.177895937,0.04393907,39.84595652,0.361691349,0.361691349,0.361691349,1.14616683,0.405630419,1.551797249,0.3936 -3579,1999/10/19,1.2,0,182.5304614,0,0,0.980519094,0.188717161,0.188717161,0.172943167,0.019409652,39.29687273,0.34306221,0.34306221,0.34306221,1.065089171,0.362471862,1.427561033,0.4416 -3580,1999/10/20,1.5,3.1,183.4138197,1.6,1.076696186,1.5,0.193337824,0.716641638,0.378427665,0.030531986,38.98134331,0.326799173,0.326799173,0.326799173,1.020756261,0.357331159,1.37808742,0.492 -3581,1999/10/21,1.2,0,182.2469636,0,0,0.979602969,0.18725317,0.18725317,0.435816812,0.053817679,38.74612679,0.317707002,0.317707002,0.317707002,0.988740324,0.371524681,1.360265005,0.492 -3582,1999/10/22,0.9,3.8,184.0004139,2.9,1.949906281,0.9,0.19645599,1.146549709,0.547544574,0.046025541,38.63129549,0.311047716,0.311047716,0.311047716,0.973423597,0.357073257,1.330496854,0.492 -3583,1999/10/23,0.9,1.9,184.469832,1,0.668398321,0.9,0.198980229,0.530581907,0.788526691,0.089820385,38.73976847,0.307833185,0.307833185,0.307833185,0.987886891,0.39765357,1.385540461,0.5448 -3584,1999/10/24,0.8,0,183.6197374,0,0,0.655666709,0.194427867,0.194427867,0.344709711,0.052944513,38.44618915,0.3108691,0.3108691,0.3108691,0.94915814,0.363813613,1.312971752,0.5448 -3585,1999/10/25,1,0.1,182.6946758,0,0,0.835492221,0.189569359,0.189569359,0.173065486,0.023300826,38.02598296,0.302701468,0.302701468,0.302701468,0.895973141,0.326002293,1.221975435,0.492 -3586,1999/10/26,1.2,0,181.5337754,0,0,0.977289973,0.183610492,0.183610492,0.168258079,0.018883446,37.6365596,0.291279255,0.291279255,0.291279255,0.848960688,0.310162701,1.159123389,0.4416 -3587,1999/10/27,1.6,0.8,180.7049537,0,0,1.449372864,0.179448837,0.179448837,0.163605174,0.018339986,37.27404827,0.280971774,0.280971774,0.280971774,0.807088279,0.29931176,1.106400038,0.3936 -3588,1999/10/28,1.2,11.6,187.4451722,10.4,6.955810175,1.2,0.215591661,3.659781486,1.536578527,0.094387024,38.16851743,0.271613251,0.271613251,0.271613251,0.913722621,0.366000275,1.279722897,0.3936 -3589,1999/10/29,1,0.6,186.9015699,0,0,0.93112576,0.212476532,0.212476532,1.931777869,0.249262293,39.32613167,0.295118545,0.295118545,0.295118545,1.069282173,0.544380839,1.613663012,0.492 -3590,1999/10/30,1,0,185.8691533,0,0,0.825756933,0.206659679,0.206659679,0.188930643,0.061778288,38.84114497,0.327651593,0.327651593,0.327651593,1.001568938,0.389429882,1.390998819,0.6552 -3591,1999/10/31,1,0,184.845079,0,0,0.823057536,0.201016728,0.201016728,0.183764184,0.020610716,38.39597046,0.313725677,0.313725677,0.313725677,0.942664374,0.334336393,1.277000767,0.7152 -3592,1999/11/1,0.9,0,183.9106813,0,0,0.738421333,0.195976402,0.195976402,0.178923625,0.020057597,37.98525815,0.301319858,0.301319858,0.301319858,0.890955786,0.321377455,1.212333241,0.4416 -3593,1999/11/2,0.8,0,183.0647019,0,0,0.654478435,0.191500942,0.191500942,0.174610509,0.019558856,37.60483323,0.290188883,0.290188883,0.290188883,0.845224318,0.309747739,1.154972057,0.3936 -3594,1999/11/3,0.7,0,182.3059807,0,0,0.571164023,0.187557183,0.187557183,0.17079267,0.019116318,37.25125475,0.280143672,0.280143672,0.280143672,0.80451482,0.29925999,1.103774811,0.3936 -3595,1999/11/4,0.6,0,181.633452,0,0,0.488412566,0.184116155,0.184116155,0.167441915,0.018726706,36.9216605,0.271032364,0.271032364,0.271032364,0.768068526,0.28975907,1.057827596,0.492 -3596,1999/11/5,0.6,0,180.9653802,0,0,0.487323564,0.180748245,0.180748245,0.164373879,0.018378279,36.61350575,0.262731575,0.262731575,0.262731575,0.735260202,0.281109854,1.016370056,0.3456 -3597,1999/11/6,0.6,0,180.3016921,0,0,0.486236548,0.177451538,0.177451538,0.161370892,0.018042188,36.32444942,0.255136495,0.255136495,0.255136495,0.705563725,0.273178683,0.978742408,0.3456 -3598,1999/11/7,0.6,0,179.6423164,0,0,0.485151502,0.174224179,0.174224179,0.158431255,0.0177132,36.05248774,0.248155911,0.248155911,0.248155911,0.678548846,0.26586911,0.944417957,0.3936 -3599,1999/11/8,0.7,3,181.0305402,2.3,1.569298362,0.7,0.181074541,0.911776179,0.448207524,0.0336497,36.06284723,0.241713727,0.241713727,0.241713727,0.67956176,0.275363427,0.954925187,0.3456 -3600,1999/11/9,0.8,9.6,186.7116375,8.8,5.892493957,0.8,0.211396673,3.118902716,1.692631157,0.130925051,37.19881484,0.241956908,0.241956908,0.241956908,0.798620456,0.372881958,1.171502414,0.3936 -3601,1999/11/10,0.7,1.4,186.9600928,0.7,0.461265459,0.7,0.212810155,0.451544695,1.753142934,0.227310669,38.29228142,0.269699316,0.269699316,0.269699316,0.929375665,0.497009985,1.42638565,0.9 -3602,1999/11/11,0.7,0,186.1733699,0,0,0.578362652,0.208360254,0.208360254,0.310308381,0.071276035,38.00739155,0.298481439,0.298481439,0.298481439,0.893679691,0.369757474,1.263437165,0.492 -3603,1999/11/12,0.8,7.6,190.3846223,6.8,4.444329873,0.8,0.233077469,2.588747596,1.128011944,0.075953535,38.47348141,0.290781124,0.290781124,0.290781124,0.952703207,0.366734659,1.319437866,0.3456 -3604,1999/11/13,0.8,4.2,192.3228666,3.4,2.18346132,0.8,0.24521702,1.4617557,1.884599848,0.206062593,39.55845578,0.303454224,0.303454224,0.303454224,1.103079702,0.509516816,1.612596519,0.5448 -3605,1999/11/14,0.5,1.2,192.523105,0.7,0.446737868,0.5,0.24649951,0.499761642,0.935497584,0.138351906,39.70375181,0.334476521,0.334476521,0.334476521,1.124678079,0.472828428,1.597506507,0.6552 -3606,1999/11/15,0.5,5.9,195.667547,5.4,3.411797405,0.5,0.267355411,2.255558006,1.143498161,0.09986176,40.01402836,0.338796097,0.338796097,0.338796097,1.172017702,0.438657857,1.610675559,0.5448 -3607,1999/11/16,0.8,3.2,196.8881318,2.4,1.496407628,0.8,0.275822751,1.179415123,1.604819598,0.181226328,40.68647438,0.348153646,0.348153646,0.348153646,1.280527231,0.529379974,1.809907205,0.6552 -3608,1999/11/17,0.6,0,196.1070266,0,0,0.510725468,0.270379738,0.270379738,0.702314969,0.110680556,40.50708758,0.369065277,0.369065277,0.369065277,1.250767044,0.479745833,1.730512877,0.7752 -3609,1999/11/18,0.4,0,195.500999,0,0,0.339811229,0.266216414,0.266216414,0.241696834,0.037667968,39.95006461,0.363401361,0.363401361,0.363401361,1.162121163,0.401069329,1.563190492,0.7152 -3610,1999/11/19,0.4,7.9,199.8391964,7.5,4.635384007,0.4,0.297186567,3.16180256,1.383636816,0.090228659,40.44010281,0.346209662,0.346209662,0.346209662,1.239808279,0.436438321,1.676246601,0.6552 -3611,1999/11/20,0.5,2.2,200.5705379,1.7,1.0340226,0.5,0.302681097,0.968658498,1.979114067,0.233889766,41.37923964,0.361302412,0.361302412,0.361302412,1.401279652,0.595192178,1.99647183,1.0344 -3612,1999/11/21,0.4,2.1,201.2915286,1.7,1.029168054,0.4,0.308177421,0.979009367,0.875882239,0.12295952,41.26579739,0.391531541,0.391531541,0.391531541,1.380856032,0.514491062,1.895347093,0.9 -3613,1999/11/22,0.4,6.7,204.7179718,6.3,3.76184815,0.4,0.335404961,2.873556811,1.629641461,0.13936406,41.80326457,0.38778752,0.38778752,0.38778752,1.479961792,0.52715158,2.007113372,1.1016 -3614,1999/11/23,0.4,8.7,209.1686492,8.3,4.824299642,0.4,0.373622226,3.849322584,2.971724758,0.286429009,43.37451537,0.405754812,0.405754812,0.405754812,1.806228772,0.692183821,2.498412593,1.32 -3615,1999/11/24,0.3,0.5,208.9118824,0.2,0.114559739,0.3,0.371326492,0.456766753,2.123996155,0.298957586,44.00596931,0.461688659,0.461688659,0.461688659,1.954230872,0.760646245,2.714877117,1.632 -3616,1999/11/25,0.3,0.8,208.8280506,0.5,0.286747577,0.3,0.370579417,0.58383184,0.461293305,0.088478341,43.1883702,0.485644588,0.485644588,0.485644588,1.764537004,0.574122929,2.338659933,1.392 -3617,1999/11/26,0.3,15.9,217.0563617,15.6,8.67821792,0.3,0.449906792,7.371688872,3.207321492,0.205877539,44.71681311,0.454790974,0.454790974,0.454790974,2.133669562,0.660668512,2.794338075,1.392 -3618,1999/11/27,0.3,6.8,220.0378482,6.5,3.463293806,0.3,0.481807336,3.51851353,5.112135603,0.572534589,47.39226352,0.513660226,0.513660226,0.513660226,2.95034542,1.086194815,4.036540235,2.496 -3619,1999/11/28,0.3,3.3,221.1164056,3,1.572342955,0.3,0.493785526,1.921442572,2.535661584,0.362241082,47.55073571,0.629512073,0.629512073,0.629512073,3.006701463,0.991753155,3.998454619,2.4 -3620,1999/11/29,0.3,0.3,220.6280727,0,0,0.3,0.488332903,0.488332903,1.163078636,0.179523872,46.65120304,0.636910378,0.636910378,0.636910378,2.699521686,0.81643425,3.515955936,2.136 -3621,1999/11/30,0.3,0.1,219.9664017,0,0,0.28064878,0.481022202,0.481022202,0.436611153,0.065575258,45.37165296,0.595727914,0.595727914,0.595727914,2.31188914,0.661303172,2.973192313,2.136 -3622,1999/12/1,0.2,0.9,219.8555101,0.7,0.36891402,0.2,0.479805639,0.810891619,0.563250917,0.055429066,44.41868163,0.540473106,0.540473106,0.540473106,2.056695358,0.595902172,2.65259753,1.956 -3623,1999/12/2,0.2,0,219.2024713,0,0,0.18034739,0.472691419,0.472691419,0.59618001,0.069775155,43.64765374,0.5017736,0.5017736,0.5017736,1.868981501,0.571548755,2.440530256,1.548 -3624,1999/12/3,0.3,0,218.4675746,0,0,0.270109579,0.464787155,0.464787155,0.422299302,0.051084466,42.8508061,0.471944734,0.471944734,0.471944734,1.691091672,0.5230292,2.214120872,1.548 -3625,1999/12/4,0.5,3.4,219.5310076,2.9,1.539692861,0.5,0.476259816,1.836566955,0.960296715,0.07668242,42.6126642,0.442470651,0.442470651,0.442470651,1.640909273,0.519153071,2.160062344,1.704 -3626,1999/12/5,0.5,25.3,231.3607498,24.8,12.44970394,0.5,0.619961792,12.97025785,6.051815967,0.41186137,46.4602553,0.433923719,0.433923719,0.433923719,2.638148583,0.845785088,3.483933671,2.688 -3627,1999/12/6,0.5,0.4,230.6578921,0,0,0.492305462,0.610552225,0.610552225,6.789929293,0.894418123,49.8778239,0.587237194,0.587237194,0.587237194,3.959597885,1.481655317,5.441253202,4.512 -3628,1999/12/7,0.3,0,229.7823982,0,0,0.276501195,0.59899268,0.59899268,0.544929828,0.206574724,48.00264607,0.752842667,0.752842667,0.752842667,3.172950331,0.959417391,4.132367722,3.816 -3629,1999/12/8,0.2,0,229.0094216,0,0,0.184042785,0.58893381,0.58893381,0.535119152,0.059814827,46.53431505,0.658348886,0.658348886,0.658348886,2.661799054,0.718163713,3.379962767,3.504 -3630,1999/12/9,0.1,0.3,228.5243251,0.2,0.097594495,0.1,0.582690947,0.685096453,0.568034141,0.061122795,45.37892723,0.590520016,0.590520016,0.590520016,2.313941981,0.651642811,2.965584792,3.096 -3631,1999/12/10,0.1,0,227.8583124,0,0,0.091806077,0.574206712,0.574206712,0.572774409,0.064941475,44.43231714,0.540776449,0.540776449,0.540776449,2.060160941,0.605717924,2.665878865,2.688 -3632,1999/12/11,0.1,0,227.2006985,0,0,0.091686542,0.565927329,0.565927329,0.513514854,0.058546812,43.59208444,0.502312922,0.502312922,0.502312922,1.856060483,0.560859735,2.416920217,2.496 -3633,1999/12/12,0.1,0.6,226.886539,0.5,0.247846678,0.1,0.562006118,0.81415944,0.607410744,0.062139072,42.95571666,0.469845108,0.469845108,0.469845108,1.713623628,0.53198418,2.245607808,2.22 -3634,1999/12/13,0.2,1,226.7239572,0.8,0.397403605,0.2,0.559985443,0.962581838,0.791384959,0.081746118,42.56280547,0.446273783,0.446273783,0.446273783,1.630569936,0.528019901,2.158589837,1.956 -3635,1999/12/14,0.4,1.5,226.7109902,1.1,0.546857569,0.4,0.559824533,1.112966965,0.925740585,0.097808622,42.3363673,0.43214933,0.43214933,0.43214933,1.584328083,0.529957952,2.114286034,1.872 -3636,1999/12/15,0.4,0.4,226.1579934,0,0,0.4,0.55299683,0.55299683,0.780426822,0.097231742,42.01941867,0.424155936,0.424155936,0.424155936,1.521531389,0.521387678,2.042919066,1.632 -3637,1999/12/16,0.6,6.1,228.299585,5.5,2.721408416,0.6,0.579816812,3.358408397,1.606111333,0.123482696,42.43445887,0.413145591,0.413145591,0.413145591,1.604216727,0.536628287,2.140845013,1.632 -3638,1999/12/17,0.7,5.1,229.8406842,4.4,2.140855905,0.7,0.599756738,2.858900833,2.825212735,0.291789094,43.7858223,0.427605539,0.427605539,0.427605539,1.901454839,0.719394632,2.620849471,1.788 -3639,1999/12/18,0.7,1.7,229.725815,1,0.483382558,0.7,0.598251695,1.114869137,1.88394619,0.253500088,44.15601809,0.477194323,0.477194323,0.477194323,1.990944729,0.730694411,2.72163914,2.136 -3640,1999/12/19,0.5,0,228.6811764,0,0,0.459935028,0.584703659,0.584703659,0.793914555,0.120419358,43.58660662,0.491465053,0.491465053,0.491465053,1.854791072,0.611884411,2.466675483,1.872 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-3646,1999/12/25,0.3,11.2,230.2132147,10.9,5.362410349,0.3,0.604658712,6.142248363,2.802249019,0.190561495,42.4595865,0.375602164,0.375602164,0.375602164,1.609346551,0.566163659,2.175510211,1.548 -3647,1999/12/26,0.3,0.1,229.4345708,0,0,0.284194456,0.594449369,0.594449369,3.336095732,0.428778536,44.21790853,0.42849242,0.42849242,0.42849242,2.006266116,0.857270957,2.863537072,1.872 -3648,1999/12/27,0.3,0,228.5753702,0,0,0.275855252,0.583345343,0.583345343,0.530617233,0.124633239,43.42477274,0.493880265,0.493880265,0.493880265,1.817633291,0.618513504,2.436146795,1.632 -3649,1999/12/28,0.3,0,227.7274228,0,0,0.275396339,0.572551085,0.572551085,0.520745999,0.058228578,42.74124335,0.463563702,0.463563702,0.463563702,1.667839091,0.521792281,2.189631372,1.392 -3650,1999/12/29,0.3,0,226.8904291,0,0,0.274939202,0.562054538,0.562054538,0.511148792,0.057152034,42.14480652,0.438523644,0.438523644,0.438523644,1.546109266,0.495675677,2.041784943,1.464 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-1986-07-07,4.386093104800506,22.488168337381534,13.81451083021767,1.0535989479431098,7.464306598095767,609.5676439469295,0.0,0.6795118000780755,24.342379648079227,0.33466725169037187,0.24888597610232893 -1986-07-08,8.052907262330226,22.99177957725145,14.42877844139781,1.3447405896059297,7.532128757488707,1096.6128058678628,0.0,1.3679774345320261,24.771386072036464,0.38238078763828254,0.3703078460799649 -1986-07-09,9.615190058569363,21.149321811515428,15.065346339698289,0.7593267904637898,6.244346014072248,1569.4796332470894,0.0,1.9072895799387393,28.18823636737907,0.4403843161200816,0.5314660179015438 -1986-07-10,11.267234025648046,22.106163355491013,15.122092889049675,0.7106710851560523,6.785141964308762,2233.7620808733673,0.0,2.7108254351637253,33.261707514183044,0.5187320124534882,0.7587226177638376 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-1986-07-19,5.076348376183973,20.185773117458226,11.691821417086024,0.8112638836867038,6.939476950952586,1630.8786358856717,0.0,1.4545725532884015,42.413131392482754,0.5532202778441149,0.7793504994598177 -1986-07-20,8.42804829975749,20.099212414989733,12.585080693942158,0.5553637484502518,6.605994068078525,2183.9305676579083,0.0,2.4230270887639573,40.832321279555345,0.5738499448324518,0.8762622148579864 -1986-07-21,8.995180294658525,20.028867368325432,12.890015538884855,0.6685633865617823,6.462077432708119,2505.2160844313876,0.0,2.7357890265558567,42.603779532701786,0.6010929374508289,0.9869698121330693 -1986-07-22,10.728321045638767,20.73152866491148,13.154671254542732,0.9167517306755232,6.752499702947783,3117.173336833953,0.0,3.528076796368561,44.66766442208558,0.6453257146885653,1.1796727719727496 -1986-07-23,5.414295186155453,21.28151138755669,13.066444169542143,1.0215872982743115,7.079128456517598,2149.9705130727675,0.0,1.7825582794532941,47.42320192383459,0.6155210580146763,1.0393323613755177 -1986-07-24,16.460627111500365,20.707199720096863,12.537593862213257,0.8596590185178599,6.949484495041526,4648.157818755684,0.0,5.896014286711896,45.02662672733637,0.716284866001763,1.5743117944851783 -1986-07-25,17.817679627870728,19.61169127175252,11.896853708021442,0.8448169738882402,6.584273121500387,6411.197466246093,0.0,7.70816627933505,51.93035331283446,0.8125173480631858,2.1984851728601646 -1986-07-26,12.314485830838011,20.60916387856032,11.91525079015753,0.7697077817130618,7.096867115630772,5707.963614498332,0.0,5.821349222593563,58.488692834594666,0.8248090811763567,2.3174969355547215 -1986-07-27,10.16581989990407,22.037472821638207,12.970235030678356,0.7619423325127197,7.5134498499880475,4932.045345806294,0.0,4.668316079983269,58.41982189253454,0.7989762783959653,2.2194016700140744 -1986-07-28,7.298334047213037,23.163332710240546,13.258676149673267,0.8384612634945582,8.0118376518364,3750.0129896515596,0.0,3.0710120890716412,56.291783280016205,0.7407818015121899,1.9123331333399287 -1986-07-29,16.475164892194528,21.612218317745413,13.512946086783959,0.692631147345549,7.116155850052745,6040.192060728246,0.0,7.033302759518072,52.10064045533688,0.7988616904743652,2.315763236928992 -1986-07-30,5.5249589656268165,21.357526219677574,11.853521935017335,0.4745874465587334,7.501793395142949,3437.225685462114,0.0,2.306378500947944,56.87052563151294,0.7268651392518078,1.858633224829345 -1986-07-31,7.337684972891156,22.385998057134966,12.47270897716834,0.5362719193825681,7.847044387146947,3188.1305536074483,0.0,2.7738509262111206,51.89840031048994,0.6900602768971924,1.632242654690681 -1986-08-01,7.550553356517589,21.722263706906467,12.280801783570347,0.6775698257480733,7.566991929566828,2979.7480205034503,0.0,2.669634867985443,49.118477819833245,0.660155835045017,1.4690045994583207 -1986-08-02,5.4838548891259125,19.887893477910612,10.784039693854806,0.2075469309422772,7.076753030240724,2307.076780659968,0.0,1.810607299958936,47.49755789068228,0.6171975781035625,1.231944660207567 -1986-08-03,8.636928416684727,20.186869068655785,11.069065974792085,0.15382694227252108,7.146560023143729,2746.58578163545,0.0,2.7965251976262966,45.144075408205104,0.6265122722690182,1.2277503462701047 -1986-08-04,2.4286617956388485,20.518295475702157,11.025813717134282,0.17157702460171567,7.32543946534486,1449.9361082266005,0.0,0.7341854807357211,45.70605923000927,0.5607369015090313,0.9109983565801886 -1986-08-05,1.0421089519500244,23.235311816156052,11.6184461294612,0.3886936567730853,8.505739989710584,825.5310774318132,0.0,0.2707140142382274,40.998423896480965,0.4897437364321036,0.6342373210854104 -1986-08-06,5.89362571629745,24.640091961484195,12.487549948021677,0.3451252469629253,8.98313104235878,1332.9999077500659,0.0,1.3782026968977306,35.073237630914164,0.47723621386772214,0.6227104074017734 -1986-08-07,9.258991792603398,22.838089401840065,12.583206037254186,0.20181180242631028,8.06089794455436,1922.3951312129102,0.0,2.1976668678122895,33.84566922355022,0.5021401089229574,0.7399824541689092 -1986-08-08,1.9000730462198907,23.268392369551393,12.739891414644035,0.06652494762169317,8.237859479030247,898.4854607030812,0.0,0.4333173273472999,36.28684817819676,0.44485177080675814,0.5476727628917869 -1986-08-09,1.8385541200357975,23.93123096660339,13.084903664547126,0.0867998439905386,8.481725795986865,630.5134681366369,0.0,0.3652982747398026,32.162012386152625,0.39608357347855094,0.41213128683383843 -1986-08-10,0.8625920239812753,24.86220299476555,13.108593034348438,0.17919438913609576,8.948417492784394,388.4845190423484,0.0,0.14760526928193973,28.579768295164524,0.3429835583688828,0.2907531803511211 -1986-08-11,4.1055224699837884,24.41363405647862,12.971537590230506,0.5937768798590884,8.761761692808838,616.8405953854154,0.0,0.6386726181446774,24.582229013656377,0.33419287648153373,0.2865139961108705 -1986-08-12,6.532405352022817,24.65025723501889,13.080224393189894,1.0985081087512178,8.855398459693511,907.712634385661,0.0,1.0461294954568316,24.062055707991938,0.3564047517589284,0.34579581526593384 -1986-08-13,15.704687030587687,23.098453478836642,13.978231805474325,1.531119106599948,7.794885425115858,2359.0963260629037,0.0,3.169392660488798,25.574111159654127,0.48087004353633617,0.7076836767298137 -1986-08-14,9.052517040477099,22.37926988918245,14.469739573886066,0.8186792800823051,7.239002384383461,2099.5151509057055,0.0,2.219894626484045,35.01629300337866,0.5133717921417834,0.7986805633820353 -1986-08-15,10.51456521276206,20.686001320542285,14.53433384776164,0.2555150712450057,6.24291777110565,2529.286837917183,0.0,2.8566727841684685,37.75630513833773,0.5623229489456756,0.954874141249148 -1986-08-16,5.040149056611977,22.465296508041973,14.12736805758743,0.5824969061934517,7.411752552486911,1733.7581539707737,0.0,1.432257173597737,42.13260685889407,0.5495306594507583,0.8396605000119088 -1986-08-17,4.118360417729198,22.11594601677295,13.156518046774313,0.7545907265782463,7.545450804414485,1356.1257644082184,0.0,1.091453318737683,40.13939797612846,0.5155729124571761,0.7127694130745659 -1986-08-18,6.495898673131684,21.07798578551004,12.377592484521475,0.6476410809387101,7.247824304476513,1617.6563205973694,0.0,1.658008253423553,37.6517135278152,0.5142897839044439,0.7164356377737701 -1986-08-19,1.1374131654596138,21.676829409823394,12.176065301227482,0.5693622393904266,7.620511466001886,743.5106507288474,0.0,0.268859310375299,37.81366895196303,0.45375372769501426,0.5073037295278972 -1986-08-20,2.91487255452928,23.11453172916989,12.54235891763872,0.7522722253488331,8.250905800243498,753.328035773727,0.0,0.6119229764968157,33.234696061225264,0.4211179926790361,0.4234051976408798 -1986-08-21,5.171645211499507,22.528365980249195,13.65808078871407,1.2826567366754127,7.617019159728133,984.1264463681861,0.0,1.0276530886974315,30.488493133937823,0.4154164614883563,0.43209224769793286 -1986-08-22,8.890612748461795,20.50615289265814,13.747464799418713,0.9365294616211838,6.472589328454782,1574.866274373126,0.0,1.8846375808022344,30.50637121008418,0.45894818216449046,0.5682356579857527 -1986-08-23,6.968287852505722,20.210217412879764,13.88403520553144,0.7957738001067275,6.2504724490865735,1546.0476168400978,0.0,1.625804890423919,34.45646302841328,0.4825702935386916,0.6174475185465846 -1986-08-24,11.77876049398182,20.343023445189303,13.812514959752415,0.5638905752245839,6.358976155803446,2550.481093826651,0.0,3.131270665624987,36.35233758534429,0.5606946966379601,0.878711531048461 -1986-08-25,6.8734671351583465,20.29985307774401,13.441597510682325,0.3490609608990872,6.48078424830369,2062.477369983854,0.0,1.9916121863284424,41.90599906873967,0.5682477461926869,0.8752522843475165 -1986-08-26,2.3156198228642024,22.102625410728436,13.633058447159526,0.4021670615655656,7.412433863624857,1115.6472405594964,0.0,0.6366127838956102,42.327896073840925,0.5200667261174919,0.6666818011606755 -1986-08-27,1.2818643090020103,22.89839866695861,13.708709796453256,0.9921800416998826,7.8190156209098856,680.7670927900207,0.0,0.3061901811643466,38.0800458219488,0.4585395958261736,0.4806004968825872 -1986-08-28,3.8271652447046174,23.82888747292861,13.753214277698733,1.1231622913599657,8.301654213302475,870.4246761712708,0.0,0.8210299538928583,33.42723841029273,0.4339885726550478,0.43786227464691163 -1986-08-29,11.971157796715133,23.23573903045186,14.27906031032676,1.1289902852265012,7.823573090694005,2127.341170241401,0.0,2.7448829439821587,31.356901652037127,0.5047425493698562,0.7029767391237184 -1986-08-30,6.936154100985722,22.183842139770192,12.769409958414366,1.0283644632623818,7.743666762524962,1751.0138907243213,0.0,1.730463860473745,36.662710841310805,0.5078972499711275,0.7210935038337521 -1986-08-31,5.959451281977014,22.143617656383174,13.440298741550007,0.830423647317296,7.51563351246284,1547.48364627812,0.0,1.4775129600961598,36.948867489956434,0.499852854747314,0.6943711547939648 -1986-09-01,9.377840087235759,22.84873923024022,13.830626823424925,0.9925481849648122,7.7718533514407415,2127.7553518010527,0.0,2.420970044343944,36.573248391925574,0.5352990611713084,0.8206314401084421 -1986-09-02,9.237940871982225,19.879932262546006,13.601416672925627,0.7931254242499834,6.200908354698188,2341.0542242746683,0.0,2.5400375088587595,38.82842947752477,0.5599406624213467,0.9209507320481681 -1986-09-03,7.624944176059503,18.991969918819624,12.263339674393034,0.386344259025974,6.2155729673040945,2220.4482656895175,0.0,2.2385461386000456,42.001606978360954,0.57811571219207,0.9403473610975899 -1986-09-04,10.248081539044684,20.037875477682928,11.849122872923452,0.4607843753895611,6.925149026721279,2863.557810586271,0.0,3.229233677438401,43.288385183348254,0.6236635806336176,1.1038204679941186 -1986-09-05,1.816623305706076,21.793015408281985,12.075791331360671,0.4443567036483967,7.769293211454975,1272.8116482500757,0.0,0.545253853866664,45.749138662335184,0.5541089138059766,0.8015581992849599 -1986-09-06,8.436520018366197,21.400968170384164,12.43688622689482,0.3673822497733597,7.462637709374394,2122.404653881407,0.0,2.378646789602948,40.12787490492493,0.5657423114270669,0.8839608275132712 -1986-09-07,3.3920682344934616,20.40874619801168,13.019149494755546,0.7854695605211411,6.739114805730525,1316.1671425835823,0.0,0.9175302801791969,41.215953107835865,0.5196532385971109,0.7151244922100275 -1986-09-08,8.224370998668535,19.388660028284352,12.742549936520298,0.6088209938995559,6.274327577001155,1976.983715464523,0.0,2.2156705494768065,38.629153866111864,0.5458118339037277,0.8028810064154878 -1986-09-09,8.757873542426193,18.27491501786043,11.478696272271195,0.5586595038734768,6.125288807710285,2312.323989623981,0.0,2.53557707504115,40.917976121051275,0.5786900064359883,0.908716867042566 -1986-09-10,3.591450693404868,18.90073385042746,11.07327297749833,0.498884266194816,6.599273244697094,1425.8466720822269,0.0,1.036397121674208,43.41837188016671,0.5476325963611194,0.7493387430246207 -1986-09-11,3.7565234461297514,19.73757247860829,12.17156724685956,0.7030562210894892,6.68316696400657,1218.3338775770899,0.0,1.0079296698943985,40.75021972814263,0.5184734165282034,0.6412564849830349 -1986-09-12,2.2836228216499235,19.42929032022336,12.322023895926366,1.1121072657609417,6.465737360003199,848.8276756605641,0.0,0.5626197639936761,38.59284574824325,0.4761831759303227,0.5030950032120745 -1986-09-13,3.887210005805596,19.61389475879572,11.926334232048669,0.8898151632231254,6.707084352820155,951.9860660149625,0.0,0.8985925612139423,35.71759199787171,0.4613691216489536,0.4643151938079064 -1986-09-14,3.95755590749247,19.564149929140548,12.413537255388439,0.9270666753147688,6.514322737826845,931.9797486744496,0.0,0.8798823596037555,34.45719141280392,0.4475057905323204,0.4362224559394307 -1986-09-15,6.946572257432822,20.706781241155365,12.52601171136491,0.7811084389565855,7.10110642189856,1369.0678020560333,0.0,1.5765283370266259,33.59013571268262,0.4722251950401312,0.5240100454270264 -1986-09-16,4.931233028603329,20.94746811831132,12.3577788277073,0.7893584006906803,7.288116773444225,1175.5601038886925,0.0,1.130967949792434,34.94053878650686,0.4644791391512792,0.5133124890313956 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-1987-03-27,1.2203785372690743,19.2675694441835,4.812806946173224,2.0935467830410848,8.3052583429622,9.108943116109794,0.0,0.013335350088240716,1.4372715612404723,0.030959823798279707,0.002341608808435046 -1987-03-28,0.8532530453046142,17.561433220743496,3.224152933520993,1.6057762628189949,7.810186568729027,10.375810770914585,0.0,0.012355729665169402,2.2811972915733607,0.036514223670235345,0.0034056196490460143 -1987-03-29,0.20150166900993235,19.6462954795357,4.205156373810866,1.6523711868558528,8.540938320826141,4.9773101836478135,0.0,0.003036590823611268,2.7164214651561016,0.033991828398090375,0.0026792641392795508 -1987-03-30,1.0025156948155118,20.48525058310603,4.856377125187471,1.8013040656246229,8.8028778007037,12.474564421775629,0.0,0.016066040337294973,2.4926250497190425,0.04071602264785092,0.004190367011170956 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-1987-04-04,0.4529524238414953,19.705406353099654,6.098229747425617,2.3483745246571,8.251659243173593,16.438534062949273,0.0,0.012200796973460826,4.772968121708,0.060878435187821975,0.008745614604410635 -1987-04-05,0.7941255634170585,20.40385327018083,6.380829090244693,1.7791804177739128,8.505615810225546,20.16355337833573,0.0,0.020884605725365102,4.485865120915552,0.06150831568654247,0.008872973809584057 -1987-04-06,0.5928894829410939,18.736076304790775,4.198344509116809,1.0353828664682307,8.12102248909847,17.07127924022371,0.0,0.015341405703278466,4.509213222597668,0.059436041205271115,0.008111844574265904 -1987-04-07,0.8966532309641532,18.839304656058527,3.356116148364232,0.9560942290758162,8.270261066270706,21.533099903108212,0.0,0.023368322132322983,4.391214251704793,0.06160007505273003,0.008838601821581166 -1987-04-08,1.449616040972045,18.358701750626253,4.757623424793375,1.3917783132053212,7.870206841974175,34.057466553246265,0.0,0.041138229274486626,4.537240326892144,0.06974282218664998,0.01201741750584912 -1987-04-09,1.3668370787708886,18.197371619545137,6.303121592426716,1.7345748674344226,7.528921450188995,38.592587580177906,0.0,0.043282493027410274,5.1766172263560595,0.07622681120905932,0.014413172945154039 -1987-04-10,2.4165397272819646,18.923733507249203,6.508177858642394,2.013016931526016,7.806789763805928,71.18804371649782,0.0,0.09047672851761135,5.695004153483612,0.09449399280264739,0.023158716680492998 -1987-04-11,0.9082851895347102,16.409236347116526,5.726097624491173,1.8313196378627457,6.846529785772936,44.61122983782169,0.0,0.03686531909908841,7.016640191237056,0.09232001366199684,0.02068852553650781 -1987-04-12,2.2858743901439937,15.795182923871426,5.310437097111924,1.415983539732164,6.657822141168834,82.1371943094546,0.0,0.10120665217441838,6.986888604072572,0.1080214090580074,0.028877465663764874 -1987-04-13,0.38866706336944457,17.068267431007293,5.017730011832377,1.2483774535801324,7.2568702942013035,36.47712120119065,0.0,0.017784041522831973,8.201483426923089,0.10006943567526504,0.021505755948342354 -1987-04-14,0.2705024507087237,17.256081386973946,5.670222658215499,1.1592815105769736,7.215069439575108,22.84037983710487,0.0,0.011242918915499,7.5107143394718765,0.09064590590586416,0.01571113684623101 -1987-04-15,4.793336319679557,17.942089512228453,4.26758781011628,1.363232137522938,7.7380613897232635,168.6801612855288,0.0,0.24139395519806595,6.811120441135879,0.1351840623380358,0.04698300740940545 -1987-04-16,2.733873122740925,17.202832500339895,2.016928065373187,1.2048319611377825,7.728318142258282,156.830270861058,0.0,0.17173833570520447,10.037200407919567,0.14877435763491362,0.05673342829109517 -1987-04-17,1.3777723476162544,18.214269185030577,2.5506797713238205,1.3275179700157957,8.065570717393406,106.19703519413711,0.0,0.08912515195331694,11.042806714374665,0.14469133444146645,0.050501416360201806 -1987-04-18,1.1769278200021895,18.82709056027032,4.064745338379828,1.6762562716476412,8.12095894913879,86.52269800099879,0.0,0.07292876415015903,10.668509864238635,0.13799132689561652,0.04397853018856048 -1987-04-19,0.5948526757373751,18.91323888987769,3.425649661157428,1.9922944390409447,8.234776159529803,55.62837556026075,0.0,0.034164617445347156,10.165755481570706,0.12535379758961626,0.033830023875290355 -1987-04-20,2.048062500224266,19.177156045920466,3.632248239722228,1.6458617673487346,8.312339934567634,99.526081479024,0.0,0.11506652528941475,9.218032996916962,0.1312423827657732,0.03954233386292074 -1987-04-21,7.9643417104946685,18.846486441869523,4.929665147653172,1.4229008297511223,7.990733931313193,426.4233486884326,0.0,0.6028805513638353,9.633689150053202,0.20500514155147864,0.11753767104005176 -1987-04-22,2.2569069144608607,19.428291137809374,5.993956438381892,1.64751209431861,8.064186187799244,246.12068021628502,0.0,0.20530503825735114,15.101225026616905,0.20221048160720775,0.10777222458353873 -1987-04-23,0.9805190176048104,20.194372490457045,6.92420548588168,2.0007876447010147,8.23303394038864,139.77651312852595,0.0,0.08416608164925887,14.874713505970902,0.1847027212069597,0.08297018220996061 -1987-04-24,0.3459478349233052,20.46237133003341,7.271946333845586,1.8048450371375824,8.284320430871551,77.20770053614487,0.0,0.026363233984540824,13.550038049385067,0.16187882472671705,0.05802388085331347 -1987-04-25,0.1343034644615832,20.142403455496726,7.8396237508318425,1.7996330701719243,8.027660465868712,45.52686002029669,0.0,0.008849498925220967,11.874592203607158,0.13989550170800905,0.03911828625643807 -1987-04-26,0.20672665899021495,20.615195086965603,8.416340915852249,1.2762013932875331,8.121259366497087,33.85275746969457,0.0,0.011831720288108999,10.324741541891468,0.1226844722784757,0.027265719995107515 -1987-04-27,3.1478459790122613,18.822406113212377,7.983686578732352,0.8847589075422005,7.38760373630788,138.42524651928616,0.0,0.1836063788128146,9.043377626850077,0.14201949870473907,0.04570548578437523 -1987-04-28,4.495049371507624,15.165691029774544,6.493633213688092,0.9813225293393254,6.059894309868006,249.67758694198443,0.0,0.32027442470391687,10.616372884334208,0.17603783532100095,0.07851863560219176 -1987-04-29,9.63008799663906,16.70385260389012,6.135925281789375,1.394738069838787,6.8239105791466,722.3101252347695,0.0,0.9977704899144637,13.494846408854405,0.26938982484653146,0.20303723836450172 -1987-04-30,0.4930271073215845,17.088452087198675,6.5312141486322375,1.93498869933138,6.907885373732717,229.16287831062115,0.0,0.057616679826868356,20.26831383935385,0.24185556175568618,0.1409406900889921 -1987-05-01,0.3536051081277846,18.939315618692998,7.413593498476673,1.9898009549113538,7.547029375516362,123.61286718044275,0.0,0.03668357225798208,18.18608630884348,0.2159748493098506,0.09733138083122053 -1987-05-02,0.18580326329384075,20.509188123557887,8.45496553523725,2.0385220275206457,8.039327924621233,77.01184064478903,0.0,0.016801099646411938,16.04696689770258,0.18910077900182104,0.06591636996684458 -1987-05-03,2.1373490410355527,20.404070302822625,9.345584477581417,2.1256228822174865,7.789874252093113,160.8865929149476,0.0,0.17880650263400044,13.925244698388063,0.18711833893965088,0.07013439027954413 -1987-05-04,5.613395147515797,18.80323874873691,9.073066777445028,1.9294999766117225,7.094048275634266,399.2136880836232,0.0,0.5252191158939228,13.850725805626046,0.2267438273516994,0.1256265611126973 -1987-05-05,1.270502109116337,16.57802109591856,7.898725598948671,1.5042578081660205,6.338057147632338,195.4884984749765,0.0,0.12620391047990265,16.99571631189635,0.21278907411197429,0.10099339659294959 -1987-05-06,0.7733285647708812,16.972015309799122,7.1908916109252345,1.3512558480089512,6.689925268720626,122.49662787909054,0.0,0.0719966068211424,16.202785301673657,0.19776022975312219,0.07670450147308246 -1987-05-07,0.6104296781186549,19.07454026151361,7.621213890906726,1.6483838703817821,7.542400226196848,88.8221887000592,0.0,0.052041442691202366,14.960883279952434,0.18139525054863753,0.05785510379548801 -1987-05-08,0.5735451254799364,20.845504459418322,7.994938833184495,1.7717038839068635,8.260333809246179,69.73350570329963,0.0,0.043913497806549184,13.497786550207415,0.16392148444625937,0.04434743214779095 -1987-05-09,0.4277475174431761,21.585319988517092,8.231197532599309,1.5712639822313457,8.544138457966486,50.56840870196487,0.0,0.028927648655631466,12.029304726951313,0.1451162223156115,0.03327275584937819 -1987-05-10,0.16693642686258406,22.397934998173653,10.006799905362056,2.0964744822771038,8.551961365676485,29.947175226643022,0.0,0.00979327710170344,10.595975520875944,0.12538063518792722,0.02315017135137653 -1987-05-11,0.26437299145642856,22.29130959593002,10.382864782250726,2.173925030104962,8.413090295369843,24.554545794044152,0.0,0.013430919339285863,9.160850987409486,0.10979747627750451,0.017114729373518402 -1987-05-12,1.4452698823150638,22.238013030878605,9.260969662280347,1.878638943959258,8.627374625637545,57.17235359864544,0.0,0.06919142514814203,8.04984413578983,0.11061164790277118,0.021676301060461887 -1987-05-13,1.5694483772482657,23.348578451652088,9.990828679958293,1.7879742948765072,8.98907705927192,67.76852927287399,0.0,0.07589971259778472,8.07413064870127,0.11234116469870235,0.025667105699256832 -1987-05-14,2.1057333727653926,22.54769169356317,9.432856788903813,1.7476424648524829,8.727561945477882,90.53669711258455,0.0,0.10579767237852344,8.13955383329285,0.11935065750010476,0.032817338004791016 -1987-05-15,0.5490586450121571,22.340734392239142,10.63431148046372,1.7032260585463004,8.363341387564638,45.418956970454914,0.0,0.026881288451718,8.691248913098534,0.10764332520727861,0.02545561790517364 -1987-05-16,0.07003889246767242,22.367168149166947,9.972216148216503,1.5997210152509909,8.52237003258042,20.601724491210003,0.0,0.0030242526997862895,7.900503530011722,0.09285142130450741,0.01703089799247949 -1987-05-17,1.5784177798358792,22.774848980032555,10.277201125394663,1.3140404663595318,8.643740937074943,53.92924004285474,0.0,0.06508255726535483,6.79682046372821,0.09756585354662571,0.02099609493680157 -1987-05-18,4.77791780077648,21.719318083749105,10.502664810587152,1.6572077759779864,8.086433032085493,180.01107498453067,0.0,0.2488249420957107,7.123120936408929,0.13863904150753198,0.05155474426506059 -1987-05-19,6.125284665804636,21.5043039913835,9.97665319083753,1.958382988520988,8.104913456453232,343.23773304622136,0.0,0.45151476275057245,10.220353581209382,0.19041561576589078,0.10230950821415095 -1987-05-20,3.981932610115319,22.381321295462126,10.076063337978876,2.010082452989965,8.492319716026392,326.9500002212591,0.0,0.3567238266859136,14.002469361141175,0.2095061033278212,0.12091515372677065 -1987-05-21,1.455354945627272,24.641181508945557,10.503827519885807,1.9523634296054184,9.458358359964802,186.66758103647584,0.0,0.1303840516210426,15.270827511684773,0.19484869809862138,0.09856298006202792 -1987-05-22,0.6399052390995076,25.14211425899136,11.719433164511525,1.892425727853044,9.436186758703604,106.59168637923989,0.0,0.05072851894801522,13.928476997925213,0.1697117868666085,0.07188403397292457 -1987-05-23,3.847059164193305,25.311255904993377,12.237980547578685,2.2008413752341784,9.397405142141475,247.1832609929309,0.0,0.30119062695222976,12.152110916240042,0.18637949626503314,0.09265384995215989 -1987-05-24,2.2335742175185374,24.746800263792505,12.119946828461044,2.3351142596971557,9.146022293910784,195.5644867352339,0.0,0.17988625963443283,13.345715020440732,0.18148816880753188,0.08770364204278593 -1987-05-25,3.3809719414219237,23.163777105076328,11.2222598756411,2.2294641036910594,8.586781166427878,250.61780886740647,0.0,0.2781894215608669,13.067049182728644,0.19160830694742972,0.09944939797078835 -1987-05-26,0.5324958878728928,23.86256902183657,10.871536109393976,2.0498120107476576,8.997539368844187,109.27598467106975,0.0,0.04211432895966494,13.95034988107284,0.16871534494163962,0.07114941268836758 -1987-05-27,1.1503805343726314,23.914375064388928,10.869766772017462,1.6235956904397806,9.019374660018624,103.15815494690638,0.0,0.08128311944784605,12.192175610609793,0.15543174306466218,0.05869147935374531 -1987-05-28,1.0973649517575141,25.035037577878555,11.586649154158971,1.169085149044219,9.393824501337082,89.77215249984246,0.0,0.07130540232168925,11.233863344913898,0.14365045853681493,0.049062695444396225 -1987-05-29,8.637558908749055,23.07835665996009,12.150800782412038,1.2522682944777843,8.301764286839004,497.0456941949137,0.0,0.705073587409176,10.307564040401918,0.22069785208797768,0.1392953783888059 -1987-05-30,3.6546005591446513,24.1261912628195,12.045181799421457,1.549434803562998,8.842199813876222,373.9755707178205,0.0,0.37055052283442125,16.141944197348227,0.23061633953224334,0.14709653562233824 -1987-05-31,8.696765278808254,22.018876610850633,11.812517371812598,1.4230584021043624,7.859827188270411,802.9223995481287,0.0,1.0447700930862176,16.670410837145795,0.29551042225246704,0.2548346120154234 -1987-06-01,3.934091064915775,23.76358684713938,12.920227528975529,0.9580811319467116,8.431648924771688,579.8508873352097,0.0,0.5380859043757824,21.735416457755342,0.29903237839180075,0.24781688317731781 -1987-06-02,11.796048672350626,21.794992288171567,12.466548924173512,1.061985300327441,7.556205596134541,1448.2187867111836,0.0,1.9148735324388326,21.72668767687152,0.3905171757524256,0.4528849269316056 -1987-06-03,9.829811457004203,20.82696538247821,12.540549543253126,1.5328690542426149,7.028523740868168,1712.6463865609178,0.0,1.996256995511617,28.75941364835071,0.4495383385660722,0.5987664197328589 -1987-06-04,4.576473919434828,22.45378307018945,13.053011849497135,1.7191628428224617,7.716278480148203,1162.3198005093645,0.0,0.9919959946007415,33.36461100719932,0.44198794442613865,0.5408148419706756 -1987-06-05,0.9005704987876578,20.775902252318424,13.5324899878316,1.0192384121416946,6.657306821672246,534.74331471949,0.0,0.17706111073703157,32.3310003076003,0.3871252943654318,0.3790052136251976 -1987-06-06,8.991577587668178,19.841664857624604,11.874999094045824,0.7519403726777191,6.72117058169073,1450.048307868213,0.0,1.818615147186538,29.066934966306608,0.4433558967587482,0.5236256030401462 -1987-06-07,13.51100250841306,19.658299028224,10.453061395468783,0.32399396868244146,7.050698893785368,2638.2138769212916,0.0,3.3536240555036905,33.13854915190252,0.5434356842091751,0.8514944620772126 -1987-06-08,5.1847791962590515,20.737494516752964,12.230883641048957,0.8491533692373571,7.070829501010353,1666.0913086382643,0.0,1.3916342883896613,40.04145895865008,0.5268550457866046,0.7661797533288055 -1987-06-09,6.305222002021397,20.644748152110484,13.388861358761623,1.489271950480228,6.630254638184033,1680.9057652493218,0.0,1.6623029285364215,38.85364545055574,0.5260702227301253,0.7518571867236418 -1987-06-10,6.382057011032393,21.88129771082769,13.982907281709016,2.182562960532934,7.097830737316122,1703.9644241523656,0.0,1.7005690484782425,39.18268460978189,0.5307983819185536,0.7483604510835722 -1987-06-11,5.985249024928282,22.25096961986176,14.249308155930645,1.9979633739054607,7.206102218090289,1627.2567464382078,0.0,1.5822005091214875,39.108536333404906,0.5253120604079499,0.7280608817754542 -1987-06-12,8.414604509689967,21.801063539778575,14.418549382573493,1.7822342785054393,6.8933152668074555,2058.710161237472,0.0,2.2730730105435715,38.62694556884484,0.5480022003070156,0.8200423607053368 -1987-06-13,1.3227140618225637,22.076799713689407,13.534926023953387,1.2943501555351735,7.350629076541934,895.4108401542898,0.0,0.34008783262863784,40.5068283772791,0.4872858410531648,0.585592431398866 -1987-06-14,4.082400367872263,21.887171036075223,13.395419033978168,0.7035798610587503,7.293770740223909,1031.9308055340794,0.0,0.9496347536674632,35.81870469781743,0.464820851655074,0.5257890700160426 -1987-06-15,10.624351868585498,21.928080243438934,14.329307948869324,0.8382122396907654,6.993240459219072,2104.0530857265867,0.0,2.6092570426992747,34.26466881703362,0.5229266906443022,0.7395619033036506 -1987-06-16,5.223969310705111,22.092376041157237,13.850316178336177,1.0807190396609645,7.250098790370586,1517.1395985045951,0.0,1.347097207312852,38.64287854175966,0.5110190693876157,0.6865354898656981 -1987-06-17,1.6773097548919365,23.42475038243696,14.644429756372386,1.2428888639847906,7.704265752148511,796.2985635059325,0.0,0.3969425254576959,37.580734133765624,0.45732962444514347,0.5073427001919895 -1987-06-18,1.3369038174281125,23.29008699346417,14.31267474469986,1.378405716504355,7.739747440721895,539.7443862738511,0.0,0.27503580731565713,33.42650154639235,0.4049701295500271,0.3721345174336096 -1987-06-19,0.5753212230091078,25.48866128616531,15.327261678011794,1.7406195760093783,8.594526031931,327.1105819283511,0.0,0.10211581419538529,29.679715145038482,0.352450683967242,0.257790721775729 -1987-06-20,1.7330210872602383,24.941348254047647,14.97061085454586,2.146473685370011,8.411671725654534,348.7689454416979,0.0,0.2658483579710744,25.440113464306307,0.31654861497201886,0.2082889835404533 -1987-06-21,0.4706943284483626,24.447277214824386,15.110249163311355,1.895879181696732,8.100754467248803,192.66337485458166,0.0,0.06293687828949762,22.9869362948819,0.27326551047134634,0.14516940817672966 -1987-06-22,1.0466339070362898,24.06361859593051,14.934503805731987,2.120146229922987,7.949516385820629,179.39676066512595,0.0,0.12250000073949452,20.02027128705274,0.24541517829974677,0.11315089654269067 -1987-06-23,2.3180132480157343,24.367718822291003,15.355106202347866,2.1350548597628105,7.974516480474315,246.0972791947197,0.0,0.25254547350263534,18.060691198611156,0.2373981056643305,0.11210969470422677 -1987-06-24,1.9415534568082495,24.767604994313405,15.831564827464785,2.014203827504785,8.032176697334892,220.36692129050766,0.0,0.20232617972775802,17.46808807222999,0.22610917895617688,0.10378529188656282 -1987-06-25,2.181369377155165,23.545093872940914,15.830859116849108,1.5029974883794586,7.342451043494864,222.75494939594236,0.0,0.217823188047217,16.626126621213807,0.21909459131693232,0.10072614535019314 -1987-06-26,2.653460325771434,24.504023890247076,15.752286326110767,1.0913755719241618,7.911845865675436,251.805929447782,0.0,0.2642524390366714,16.344690969815726,0.22131559641139306,0.10580432408855142 -1987-06-27,8.612612321617965,24.64611335167017,16.005201706976255,0.8469909762058729,7.901991360588527,747.4029133776895,0.0,1.0136420830835409,16.317550224631034,0.2904195101255797,0.22321562366978528 -1987-06-28,10.047287437812118,23.957010333011688,15.523873441815528,0.7711662233203446,7.686134950859859,1216.517892095347,0.0,1.5479063843820509,21.34754860559646,0.365728578274812,0.38099449382379924 -1987-06-29,8.279272764975879,21.405609052196347,14.7039640289239,0.9104774815609732,6.543810074318592,1342.3781501152475,0.0,1.5307590401316027,26.89775340208721,0.4097885317899894,0.4810901862105757 -1987-06-30,5.074204438753107,22.124353101408204,14.505999954677394,1.1703345798255842,7.027422695484672,1073.9913980477832,0.0,1.0176994426392802,30.805493642878545,0.4179741837218381,0.46812687440666656 -1987-07-01,3.616052887745952,21.391004573603894,14.050454696297786,1.2135434968439918,6.784363031894225,837.3722000962724,0.0,0.7138156718210391,31.082872901878996,0.4042189861783692,0.4134175743736908 -1987-07-02,2.0280322503953934,21.67977259161853,14.117277736572225,1.2438453321996332,6.920492710076487,562.1974739550602,0.0,0.37758407235372227,30.240703387066798,0.3759089167115615,0.32660816328489123 -1987-07-03,0.8738803305435706,21.041665121448567,14.095065982116767,1.310819174526542,6.571292062283829,333.85661950112114,0.0,0.146704338858061,28.084594704331792,0.3373466225103984,0.23494446654125373 -1987-07-04,10.459370242927816,22.428956069131736,14.13763390660566,1.0749443009168935,7.324321235122615,1410.31682681231,0.0,1.9088398286839006,25.4374615991777,0.41817378042780406,0.44358686817366216 -1987-07-05,6.314521792633303,19.640596756475087,13.464291156216571,1.0895288511824015,6.018318139238292,1248.2226444745077,0.0,1.2980850495921805,30.898852591517244,0.43351060943607433,0.48640682776246086 -1987-07-06,11.123113178078704,19.39811733312989,13.664055162717354,1.3246119563449743,5.795352327389955,2126.14473582325,0.0,2.641600608396825,32.91340852184649,0.5129956548017367,0.7188507002447574 -1987-07-07,5.3539091956625215,20.870602313561896,14.449547951635251,1.6342173812297904,6.334554583453195,1539.4657452523443,0.0,1.3960175334186333,38.95616839024425,0.516182395612245,0.6805023124411903 -1987-07-08,4.3112530810228185,22.07607538977565,14.857207746743741,1.5087983653358608,6.869600198880321,1254.4000045830205,0.0,1.0994603057238725,38.72705836829203,0.5013671814034271,0.6103840954551888 -1987-07-09,5.179246415468825,22.563735613782665,15.217352715748104,1.4432929703510928,7.0113396132007555,1303.630103242967,0.0,1.278979372527445,37.21117158716373,0.49381966152464657,0.5920748616754091 -1987-07-10,9.325574986971317,21.23000714978268,15.285169161139205,1.3133180240538718,6.198711191079535,2035.6160837958284,0.0,2.404356786729549,36.555766640122236,0.534486557579615,0.7515117473177491 -1987-07-11,6.0502451395468375,21.32217569917404,14.764791537422305,1.1502710009820063,6.4720079100019055,1712.8745922302846,0.0,1.6504421030644485,40.16982102028494,0.5384324689904555,0.7405030183108975 -1987-07-12,2.541151778657712,22.55277539373739,15.03101467730866,1.2850282231412176,7.076868294202271,1019.6651862664434,0.0,0.6594026070948598,40.20857851113859,0.4980054063318299,0.5824364494381542 -1987-07-13,5.997373364565719,23.09549277853271,15.261675872327864,1.128725096682318,7.299120292661044,1393.0619799269136,0.0,1.481164266218209,36.80104343370945,0.49857257118348003,0.6046678945611207 -1987-07-14,8.895098214364614,21.81075127669897,14.908973110619435,0.9786108037880396,6.700111034954236,1976.0643330946389,0.0,2.2856046937721626,36.65980482939075,0.53068376915883,0.7416274593989332 -1987-07-15,6.6596442338326165,21.916329663315498,15.448466274396315,0.9168965891150744,6.544611181618562,1795.11426599003,0.0,1.7955298268603466,39.45105096913266,0.5371583714126235,0.756160560738583 -1987-07-16,6.249547794276168,22.68130188185293,14.798751226655678,0.8138191059591605,7.2372191186709385,1720.176143289711,0.0,1.7039958860425273,40.05209414083051,0.5393827715265701,0.7516835319519029 -1987-07-17,11.445026853209278,24.04691991712243,15.582534606871054,1.0360073675255832,7.721090154425105,2764.134625053813,0.0,3.3176593299176957,39.58865061344164,0.5945077807766478,0.9944732943055817 -1987-07-18,5.077082387569967,24.344569030853812,14.844931924840006,1.1755440017344476,8.132886955237128,1812.0788813761044,0.0,1.475869718220907,42.933678066744086,0.559292844803226,0.8720783416901665 -1987-07-19,4.569534203529287,23.03172324023444,15.474054698321204,1.2738014350149187,7.188830486385204,1465.129800053871,0.0,1.219242553429936,40.146017747071355,0.5209058973601545,0.7533297031565326 -1987-07-20,8.203334734563457,23.291343687974123,15.432186540130232,1.1464092095644929,7.353469164295505,1999.6231476835214,0.0,2.190472540216364,38.33110529570266,0.542094711676537,0.8239140339414426 -1987-07-21,15.27109956650574,21.629195851837498,13.990635401963461,0.9724880157572862,6.947913454574476,3727.8425101468792,0.0,4.6819922356831185,39.674009462826305,0.6400733095298689,1.249231796200758 -1987-07-22,11.374730985992146,19.55729089050454,13.292806037083535,0.4400305038124516,6.048367962167451,3701.5832966141325,0.0,3.9902662568665566,46.84674858872666,0.6782408075161291,1.420768170485467 -1987-07-23,2.271621651390644,19.045764424442282,12.372836824466225,0.11106732033703552,6.112977154895235,1685.627541935769,0.0,0.7772329378417933,50.50285729444206,0.6147869390802476,1.0431984995829557 -1987-07-24,2.7289487285815226,19.652672373390285,11.693820433969364,0.335594641813806,6.670125092083407,1288.779413211601,0.0,0.834866619994878,45.998464895721966,0.5676413688921551,0.8061939691191965 -1987-07-25,6.932437690809048,20.14543188820042,12.447156044225974,1.0217546706551544,6.6834473054800485,1898.3493158110791,0.0,2.0213060288757374,42.103282641997666,0.5712329332506237,0.8325680860462957 -1987-07-26,7.441701108354619,19.820177070556745,13.194907343341178,1.0120381979116324,6.239899951229922,2100.1867763627783,0.0,2.1996941042263147,42.34403776299429,0.5799701412870512,0.8768986163476106 -1987-07-27,3.1107680906459114,21.871154181560488,14.180791184290365,1.406991253579073,7.021844084943803,1289.8554591420113,0.0,0.8911539027377904,43.39665120819452,0.541779938454769,0.7065111315464406 -1987-07-28,7.680531021777036,22.27109705001212,14.663498390687694,1.4306489908005808,7.071575603307405,1914.5079653080425,0.0,2.13159628754297,39.95088978113609,0.5548737947658793,0.7844725650589199 -1987-07-29,11.693796526606612,20.97493490239629,14.639139385934156,1.1232611118273086,6.337455113398954,2937.5562766522744,0.0,3.5187159182999537,40.82603699262928,0.6118204923147774,1.0464312495256722 -1987-07-30,18.441632470560087,20.958384969225378,14.327319877774006,1.1102156604109166,6.455114079783923,5383.828370036293,0.0,6.8713461676165934,45.5515531661768,0.7454772743466407,1.7274415242834897 -1987-07-31,3.0512163743276663,21.09247704397223,14.488136026428847,1.213226568964737,6.470517614322423,2300.517847394717,0.0,1.16511981677148,54.48224741224232,0.6702258895314525,1.3018899467540486 -1987-08-01,4.083678440740912,22.490351174287113,14.710789650367785,1.6512135403357358,7.184408618121046,1856.3147785469507,0.0,1.3922023590538553,49.448519908794566,0.6236138569805127,1.0594525424162695 -1987-08-02,7.421980730708357,22.301533473414807,14.924186909107515,1.4346585622169998,7.000461080353902,2335.386814586479,0.0,2.3845747646400444,45.46802773735991,0.6161327797738432,1.0527405456298733 -1987-08-03,7.056437934439565,22.139453863020712,14.126048432948235,1.2892216007586392,7.201799018593746,2291.810523333759,0.0,2.2373195342999352,45.15159230132423,0.6081881952259187,1.0259495669929575 -1987-08-04,4.220753814816174,21.699311170685387,14.742025819016176,1.001786699652757,6.728798979707476,1633.07986435451,0.0,1.2619462886875432,44.395724540049194,0.5663490481322684,0.8599949134281982 -1987-08-05,3.6591647738122814,22.64428306657021,14.612193634439794,0.7899307103726902,7.313847296019458,1306.5707312873712,0.0,1.0146690732938266,41.9559252831399,0.5313849071019185,0.7143146248032437 -1987-08-06,3.1289245570776347,22.74409215819596,14.599042799217393,0.7601691935294068,7.376085595079422,1045.844234847393,0.0,0.7893943727476471,38.95970455046252,0.4903040252783332,0.5851822027834589 -1987-08-07,17.652268267605912,22.33082042744194,14.419782288905196,0.4545767230854149,7.212542130392914,3740.13105084826,0.0,5.0646129228860275,36.01221924594268,0.625154936150628,1.1520882465223319 -1987-08-08,5.166109263037417,19.531686490215503,13.099977633152294,0.24562172275645103,6.135034311135051,2101.5720747312657,0.0,1.6134980093439326,45.5427945660432,0.5907243878465018,0.9956342081605928 -1987-08-09,6.486925278768243,19.42217346052395,12.816103508393825,0.2826607517889925,6.1838100453947655,2066.901873217626,0.0,1.9935482097111183,44.26781137118426,0.5912583091701431,0.9516582399422079 -1987-08-10,9.406511389347141,17.050830832992116,12.295579859431658,0.5144702704031614,5.024548258066485,2707.7628366552317,0.0,3.0064266245788467,44.25645426638185,0.6251372075376826,1.0772576532265332 -1987-08-11,6.745545558670938,17.814287508980588,12.501819045249446,0.4919552024887303,5.39192360412583,2380.502835963195,0.0,2.2891790789381448,47.92011912402677,0.636817972140618,1.049805433516693 -1987-08-12,3.812652369178226,18.27312880129729,12.62510103098468,0.5190849917816222,5.610670579842845,1652.8096319476092,0.0,1.259237370135447,48.355687787944035,0.607725832689191,0.8751114884415278 -1987-08-13,2.2208601458709327,20.407405845462264,12.693230181787104,0.6004816030726553,6.7766873178744955,1094.9784150468004,0.0,0.6752955697296232,46.02701987005828,0.5620551271107608,0.6724801752399583 -1987-08-14,2.195174367723589,22.04691624027197,11.744370007197578,0.5791315903994844,7.913127145634687,868.8243462156994,0.0,0.5902099885177998,41.607441776692504,0.5102708134887053,0.527621177324832 -1987-08-15,13.863303165787555,21.93690184723045,11.621675367814296,0.29735087325435083,7.894391221608915,2907.7129827542262,0.0,3.8677152679236126,36.97285025949281,0.5922067594645548,0.9323733748072885 -1987-08-16,6.265824082373063,21.809707131256665,12.454356056744398,0.2615066070421513,7.597708777198864,2032.931665451029,0.0,1.8351460866421458,42.604786700221965,0.5693095188083562,0.8863593474066557 -1987-08-17,10.706922999858332,20.785452161393,13.170223514629464,0.07670149498234002,6.827183342956178,2805.6037491583365,0.0,3.221861752350268,41.333509724042784,0.6062357977153479,1.0675543240192467 -1987-08-18,7.583173146914224,18.049562687254042,12.269586291766267,0.5257285892724562,5.63915552428414,2452.0714006950116,0.0,2.3894840746086077,44.64945950812025,0.6084747967488428,1.0587619396366934 -1987-08-19,5.742735728374914,19.303123925697122,12.10810752613282,0.8015158887150686,6.398497357922852,2039.5535010435615,0.0,1.8319763209766755,46.05082660791082,0.6033599248884954,0.9681497191991376 -1987-08-20,2.8168226101850187,21.985835551610688,12.786411653848601,0.8402181298056653,7.601063656899277,1295.1557776371887,0.0,0.8373844137810997,44.89277453387617,0.5557844961966265,0.7577241116808504 -1987-08-21,9.766755349334977,21.44090595543012,13.591772188724676,0.5668396450297496,7.050019815415216,2397.713526575815,0.0,2.827323629312877,40.39862067891055,0.5843926570619421,0.9237445737486545 -1987-08-22,9.310685842441252,21.61398556294852,12.8853958952069,0.1859343631707072,7.381492320953485,2642.7000781107345,0.0,2.867315853505218,42.90728720763788,0.6083040222790868,1.0379054985238911 -1987-08-23,15.854875089403324,22.022235933638097,12.988728703589112,0.4431459552757001,7.567377069406738,4460.011620770793,0.0,5.518763500063409,44.21755117802925,0.6998030829633614,1.515940968509898 -1987-08-24,5.979482493882892,19.97372535166504,13.041233050275036,1.3565459464437062,6.444637657964676,2707.4924215912765,0.0,2.123120764627566,50.08610521947007,0.6531261273731472,1.3100828221486331 -1987-08-25,0.6574232248769359,21.05172117769096,13.315827407102695,1.3762638656247852,6.945119381527062,1137.4202833899728,0.0,0.20803631746689144,48.30733654486599,0.5704062907477925,0.8844789459414444 -1987-08-26,0.5917044115306824,21.45915795532992,13.914541579740876,1.171746410113388,6.960483752232836,701.7662920696645,0.0,0.1573705979920179,42.03393908347962,0.49655987920829237,0.5997162216476495 -1987-08-27,0.450631598178681,22.889087453877316,13.200179760497768,1.2921438788566622,7.971008516436359,467.81700658316095,0.0,0.10205124378139602,36.7928521238954,0.43386136283183485,0.4059258830795545 -1987-08-28,3.4311069440761948,24.237123849521517,13.336344097666336,1.3013041547006634,8.633862862577045,719.6323743741822,0.0,0.686823745415559,31.577126500206838,0.40782221088166776,0.36881773292449865 -1987-08-29,6.884527260519213,22.52469710079081,13.203225078697288,1.133678840029041,7.7862470064758655,1164.2194672643147,0.0,1.3529103475998658,29.305251150534716,0.42158640956285837,0.4460835964099929 -1987-08-30,1.5872640396917197,21.04810424306914,14.075516651435102,0.926461270479658,6.680270211139009,567.6239689861047,0.0,0.2995310152190582,30.833455091955255,0.3776794214905189,0.3359874773157527 -1987-08-31,19.45313120416418,21.450734633175763,14.345180703881324,0.8908568585942803,6.811042700153875,3235.277830417499,0.0,4.581587137481854,28.357857520052775,0.5569656394396787,0.916326380919014 -1987-09-01,19.29438524277178,20.735049529647263,14.17729420464049,1.1546581583776518,6.465396963626122,5117.771383256645,0.0,6.511737326372746,41.215919629904505,0.7049040721684433,1.5879936112369177 -1987-09-02,4.140487056510164,20.68433922181871,14.040634943665669,0.8371603626065992,6.493528377948715,2411.367785622854,0.0,1.4992083635085685,51.796018971145095,0.6516224131531951,1.2619858260799894 -1987-09-03,4.0204894927669335,20.887683143124896,13.599275545658836,0.8859287196623177,6.781651593620661,1804.0544179541794,0.0,1.3243455804555486,48.148027400579096,0.6077278915465062,1.023144638374239 -1987-09-04,11.60929956967303,21.022128486923343,13.689087869631065,0.465335440987507,6.827579921206768,3283.7026176217464,0.0,3.876305442713477,44.80031010271148,0.6571337502127109,1.25624383936056 -1987-09-05,13.293075149604258,20.92557782138663,13.386858694457045,0.1092418344255526,6.886900104007548,4276.1018391424695,0.0,4.939966561981665,48.142135809235995,0.7156786016949794,1.5699385822124097 -1987-09-06,7.034074183157138,19.833245023381764,11.313931165137024,0.2843223049362944,6.993238869831947,3059.7386823855613,0.0,2.653645365573823,51.971034270679695,0.6873695532582205,1.426012938614322 -1987-09-07,7.857443400051474,21.095243567041113,10.965046596231602,0.3605185804535737,7.734115495422174,2967.201166397414,0.0,2.849997843633198,49.97483555632929,0.6737068838921408,1.3622216745996076 -1987-09-08,10.61767565740162,20.47541291000681,11.4304896457509,0.3739391594477513,7.295226513599984,3558.2250358453853,0.0,3.816003914957051,48.193803315641304,0.685113900939319,1.4677852548986443 -1987-09-09,2.3881771337940467,19.27703420287326,11.998021807322054,0.7091885389177525,6.486698218828845,1710.851154813827,0.0,0.7967171526746899,49.46107843748014,0.6040087133587931,1.076771171277879 -1987-09-10,2.388609052948636,21.905496091846327,13.43633813662924,0.9214889455065741,7.426368000087948,1225.6630062073114,0.0,0.7050481203476173,44.84698827376619,0.5502627193330394,0.8082814161216966 -1987-09-11,4.73397611513405,22.28148558481649,13.711066032444847,1.1257127087429362,7.543194418620844,1399.6086874019352,0.0,1.2672691304738226,40.176925635244736,0.5231815902301649,0.7191136589093896 -1987-09-12,4.568139468806151,21.722021739278947,14.136910374348748,0.6341956645140618,7.086930759583709,1296.8381987768707,0.0,1.1508188638797199,38.1857351027015,0.49805368440712117,0.6433383664621517 -1987-09-13,4.182121446696903,20.58395832460048,13.430300593595732,0.3805680147057856,6.7084001352362534,1147.4911348537748,0.0,1.004309489821913,36.79626204733748,0.4773704157763794,0.5717039959622976 -1987-09-14,1.2729959783228024,19.79847169862295,12.425381139157665,0.1694111090054172,6.6389830611695,619.6790519189273,0.0,0.2812816428463043,35.61457297435198,0.429715196805695,0.4149817167272616 -1987-09-15,2.6426206600880957,19.006498751992122,12.31677483045359,0.27811465405418,6.243308924667593,639.5941454765983,0.0,0.5331737307525732,32.20182046369731,0.4059141412734971,0.3513171704300618 -1987-09-16,0.3355340942900584,20.719085553133997,12.770859631576615,0.22697506484834684,7.029497022304779,301.43907446212904,0.0,0.06162339502701375,30.715767574146554,0.3617266354593341,0.23807403828652912 -1987-09-17,3.199209807931524,20.793417756803557,12.567387640455983,0.15416154402890378,7.141903489133636,512.7739280620073,0.0,0.5384423269521719,26.982922541847227,0.3516014015274447,0.23696080802939118 -1987-09-18,5.930288375270544,20.39025970802688,11.725078137806653,0.487169505774238,7.201715716192116,852.609931339659,0.0,1.0205767291394334,26.17928039996846,0.37405473055977334,0.30964823266674507 -1987-09-19,6.575969652035626,19.82658973197454,11.147610055399928,0.4420905740966294,7.0899844231554,1058.1062197616004,0.0,1.2168473509210767,27.782638765813743,0.4002545192714673,0.38684943143156375 -1987-09-20,9.888433506917323,19.191002561410325,11.666507436843355,0.5713037217808105,6.593771329552401,1685.3704450870168,0.0,2.079205580307317,29.75586838461536,0.4618292685918262,0.5684105632494485 -1987-09-21,9.951657282975667,19.27575021557728,12.295066873742947,0.9169891361603676,6.422854017316586,2091.377987538982,0.0,2.4416660680669473,34.5756334024067,0.5187127811171743,0.7417882905110179 -1987-09-22,10.34875728621433,20.563421603348093,13.331027491159197,1.057645335602774,6.767652157210144,2523.284026969232,0.0,2.8918704886085393,38.83398636319532,0.5729456553199505,0.9231993160169415 -1987-09-23,5.948183461817135,20.049107172111558,13.397012039632024,0.9581932412390768,6.452303986176767,1906.3715151721192,0.0,1.7238877491180604,42.38329680434357,0.5630290134090777,0.8634467408285799 -1987-09-24,5.09537336323171,20.138584671888804,12.611413581266625,0.959763131157808,6.798312610215067,1618.4328845134503,0.0,1.443086496729693,41.98397193231408,0.548442488989011,0.7817944838523121 -1987-09-25,21.014536711363608,19.976773444332093,11.904185191526075,0.11913152530262505,6.9548163933506615,5272.231984890107,0.0,7.150410962369474,40.62506996371101,0.7180596733655082,1.5976671653304355 -1987-09-26,7.52819072107761,16.971899766162664,11.447706771980016,0.5923216789759383,5.461319133932861,3331.8021801646814,0.0,2.8627013314159937,52.039031858777584,0.6939178021438853,1.475894802124284 -1987-09-27,1.3308411998933751,16.14314855604583,10.61467590607577,0.6486308266092857,5.324716865672361,1466.9806985510997,0.0,0.471107271875046,52.313903362549226,0.6249249441408288,1.0324711908484017 -1987-09-28,2.9607188440923053,16.062061321546555,11.005639937588622,0.5799118468345155,5.120612247223183,1333.2208775616,0.0,0.94742363259585,47.57453652897377,0.588701500934463,0.8163494632683717 -1987-09-29,6.39594920867542,17.83277979386054,10.546056663860336,0.5639557219717356,6.279326636131325,1902.4204319970836,0.0,2.009957606721743,45.15141335457072,0.6004918642672884,0.8374508705081539 -1987-09-30,9.39838372166489,17.665185518081152,9.182101075312907,0.7428962362364409,6.616917110733482,2657.115695907386,0.0,3.0477716597486744,44.813638547379696,0.6315333452433438,1.0092094158582827 -1987-10-01,2.527823051450274,17.748257802809086,6.993917488755463,0.6706682136166362,7.203327204479445,1355.3348684540078,0.0,0.7842852070168549,46.6252662444537,0.5726002021845273,0.776366905745862 -1987-10-02,0.6404192429081267,17.243400544535188,7.1331365918413905,0.4919729419038704,6.946057280149258,676.1432910754047,0.0,0.16997803528207422,41.938564125970274,0.49601632033865045,0.5312600333209013 -1987-10-03,0.46159208465917895,17.684208952304388,6.446634953394757,0.7995681227960021,7.2973702818422925,428.3463477729821,0.0,0.10446141673826598,36.76573884421628,0.4336731937302816,0.36173110635740346 -1987-10-04,0.44112023774453,18.0268988797662,7.58216106595361,1.1236619847334846,7.213596932077082,298.17592871306897,0.0,0.08512460342042383,32.031799237510334,0.3782875201417357,0.24843142727702303 -1987-10-05,2.715402436341306,18.17581895193664,8.104653287626729,0.7217641142570776,7.165342595193834,475.8289475816079,0.0,0.4724692217630797,28.083382126795666,0.35878498219560584,0.23365760159173282 -1987-10-06,6.516072720820836,18.753433487059077,7.963507240188456,0.2980077926705453,7.473344052799135,935.4084626862908,0.0,1.156504623971684,26.690924079383922,0.38683902383573476,0.32819503055170623 -1987-10-07,20.53966649394404,15.507408510484815,7.538489438652087,0.30117917976729336,6.047739715892724,3517.3600964434186,0.0,4.9513749409973045,28.545436427703677,0.5718082069670839,0.9675595202108065 -1987-10-08,1.81269571232983,16.722594943208946,7.836730979463932,0.4666290344241276,6.554877409435671,1251.7643438836628,0.0,0.5043020163424461,43.000914133201896,0.522048205428022,0.7066232043057925 -1987-10-09,1.7880274356079853,16.641096540751963,8.880088329705053,0.9542731133953896,6.2275681747371285,800.5322191903474,0.0,0.44209373814272235,38.95994251307855,0.4746862540168209,0.5272937973114938 -1987-10-10,0.7088404024925546,16.980431566721908,8.2471953942389,1.0431521508363852,6.578270965972254,474.5611341968091,0.0,0.15610139127232203,35.79364874837728,0.4252292779035627,0.36701222211871387 -1987-10-11,2.6986700005351727,17.990320187977613,7.058528407348003,1.1581744726590093,7.342548510075889,602.6964815705555,0.0,0.5396485026354183,31.91536392328955,0.4032300534334017,0.32107716367588185 -1987-10-12,0.8460017578139614,18.57068402024293,6.527418190406332,1.4150875287747573,7.717572984772026,340.22161601161343,0.0,0.15166730693714148,29.809873058271272,0.3571201804257039,0.2320997309597947 -1987-10-13,0.0736272224366677,19.33230706663456,6.834428105901795,1.3869523773550236,8.00498885233111,169.7260499105538,0.0,0.011289240783260823,26.259830515770616,0.3067669487535491,0.15280496985053182 -1987-10-14,0.12536323379090006,20.460307141227702,7.552136723152424,1.4048424091522622,8.383323632925496,111.56246132052011,0.0,0.016228789290970685,22.48152725033018,0.2633549639991785,0.10193992645348425 -1987-10-15,0.05285746362884052,21.16190565421956,8.054552600942912,1.6422780458608248,8.612670823747832,71.16352939086096,0.0,0.005757046307224671,19.189730691639813,0.224163120285882,0.06723469629270115 -1987-10-16,0.0074431518053424284,20.613863536751186,7.853205043467745,1.861821697328224,8.404637546215614,44.62347771112923,0.0,0.000679715289721149,16.28708510160359,0.18982021895378523,0.043870123949987565 -1987-10-17,0.0701133126350107,20.693701884649304,7.283578313773883,1.5485973934357926,8.554954057281185,32.167482524177515,0.0,0.0054188425078918745,13.873337802090198,0.1624317625160348,0.029382487618973586 -1987-10-18,0.25890170995394063,21.042777030384254,7.807508303393145,1.3836158849283866,8.620678794845238,30.62584272873782,0.0,0.017114255019702374,11.849039454069779,0.14104931465896864,0.021732516615421096 -1987-10-19,0.7329055887300604,21.27675822238461,10.296075282080537,1.9358276055524049,8.188578795389,43.17421526933883,0.0,0.042877980988311304,10.28465214392434,0.12834708612757176,0.020675652922094927 -1987-10-20,4.448151469817568,19.71582265808713,9.039233851061617,2.0545173278946365,7.740126462861998,203.05330199813554,0.0,0.2863044212068635,9.445877260750558,0.16185602521109305,0.05705295594615807 -1987-10-21,0.22803714388300844,17.37613558158035,7.110766686354776,1.1733361224822063,7.090290955457967,63.90882821834276,0.0,0.015258363780030537,12.004920214725797,0.142505668660745,0.039462104126438115 -1987-10-22,0.32013214411481594,17.348540388949015,7.00792443396898,0.9696457949899028,7.1048162983443195,40.36994267463578,0.0,0.01913919368828121,10.715840918425451,0.128561612249266,0.028602200046129997 -1987-10-23,0.14333081276935455,17.888169484119736,7.289306082802128,0.5184274308798655,7.295605761544594,24.873875186494363,0.0,0.007644296521380656,9.66910529819582,0.11430823538348027,0.019782644999748758 -1987-10-24,0.0929957120872518,16.06644196206632,5.528204968288187,0.6046265287673269,6.849715204584975,16.270306786269387,0.0,0.004369653805188528,8.568779457164693,0.10090381467851882,0.013542916454426837 -1987-10-25,0.0,16.57991566606339,4.39699979340791,0.5671659859453051,7.289382476039177,9.109482941164122,0.0,1.7763568394002505e-15,7.634028089366031,0.08893125722247563,0.008815802094758782 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-1987-12-15,0.5507167859217071,5.951053532157951,-5.935858156914343,0.5574581698121264,4.626572676683936,15.29960379377187,0.0,0.013645934354931,4.329603541601251,0.056852426699816265,0.0064278679033207935 -1987-12-16,0.7034298126872441,5.195092247990333,-6.125593296320202,0.44312846192851096,4.395961990354731,17.1205352533339,0.0,0.018351492807408776,4.492824469726341,0.06053284331327226,0.006978525778314827 -1987-12-17,0.044618319004526584,7.508475509507779,-5.537772949956884,0.6781431529497515,5.114912552848949,6.435674994315576,0.0,0.0011595177231757611,4.8038879074889085,0.05648181396839347,0.004719245993659898 -1987-12-18,0.03053856041586413,8.067469473092395,-5.063548282705574,0.8634980099047518,5.2734927328433985,3.7020683060304576,0.0,0.0007288905406153297,4.422986495099641,0.05188055082093366,0.003182991689881043 -1987-12-19,0.0037004288175595,6.5164226057095345,-7.201634126082665,0.6016956295331551,4.875741555155454,2.177604934731943,0.0,8.05489319244423e-5,4.050980052584928,0.04723428164337565,0.0020842427543226977 -1987-12-20,0.0,7.423225823649478,-6.447497681921006,0.5737678579926864,5.136771789954613,1.365332244467423,0.0,1.7763568394002505e-15,3.7161514508052167,0.043290647700076734,0.0013567440736548934 -1987-12-21,0.05805787196842645,6.459245144402133,-5.758910844175531,0.727519886047379,4.785413615822145,1.578707174677711,0.0,0.0010637886745031438,3.389576838117261,0.04016260951919386,0.001045154165818946 -1987-12-22,0.0,8.865721258599676,-5.704297141111968,0.5870296926761764,5.580711726913654,0.7420826686490819,0.0,4.440892098500626e-16,3.165558914521077,0.036876617532010325,0.0006803462397024081 -1987-12-23,0.0,9.47523148589108,-5.870049605487843,0.7069359746757354,5.79348631241308,0.44763746332063753,0.0,0.0,2.86377256265892,0.033361010912607014,0.0004428734257730016 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-1988-05-01,2.19984258759564,19.0358243087333,6.7886516287384815,1.111633821164036,7.709355250274036,192.36521726655084,0.0,0.2070284801802682,15.65766764121826,0.2080279004636885,0.08618995388166469 -1988-05-02,0.4382984164216833,18.590925896871774,6.926417216108477,1.0169099555788892,7.482332583858261,93.3224347960897,0.0,0.03830748886960478,15.410463587353693,0.18462734403333775,0.06193849013878325 -1988-05-03,0.4551927944423733,18.466023377308478,8.09180082930847,1.2776520488568874,7.172917300167443,66.58699921520628,0.0,0.035373201301455215,13.753258253229456,0.1655188322680629,0.04570513843103984 -1988-05-04,0.4217768713747752,20.669788286755427,9.3548815908421,1.5579731685039355,7.904968198571256,51.2785269054805,0.0,0.0294575505305133,12.415752035649879,0.14954851776375702,0.03423724421616838 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-1988-05-09,5.9928413272718455,19.00743673070457,11.04475617111979,1.4124780893903173,6.618352828018014,910.8398267794978,0.0,1.0540594336319824,26.716352382371582,0.3810399549595644,0.3728869731026597 -1988-05-10,6.717319335159953,18.376220557492193,9.323496521495066,1.3193133785552436,6.800846592873691,1144.3443086200045,0.0,1.285593903688678,28.642628740488277,0.4119194481441841,0.4384825574731732 -1988-05-11,5.823162413027169,18.36939635393585,9.728336989482592,0.977914125180496,6.683167035993418,1137.3446323135793,0.0,1.1826833229246416,30.792658483430266,0.4265495159876172,0.465512543706131 -1988-05-12,12.150220613553884,17.685624654941012,7.946091688601288,1.5848581042301768,6.817519775766088,2236.5956305911036,0.0,2.845623781752167,31.940117850915463,0.5136225836621667,0.7363150454943638 -1988-05-13,6.2828119092826595,16.50080864267452,5.415156391699407,0.8402864096391797,6.829027323472504,1709.137224475379,0.0,1.6212761265886568,38.13111263806138,0.5173921423843606,0.7261697288869913 -1988-05-14,0.4706682324281978,19.37541230808672,6.316164129061158,0.6279712991888134,7.895170124471918,653.0622038141119,0.0,0.112093843842198,38.3904667050316,0.4527059039636797,0.48977030719420556 -1988-05-15,8.017826612959812,17.50003808430954,8.51704217835425,0.5939946633737643,6.580033000385085,1518.8279744831677,0.0,1.8146273306638498,32.960221315468495,0.4773665066643249,0.5951212690173374 -1988-05-16,9.627501212527696,16.840771623687512,9.421195033600817,0.8026964750369336,6.001328134352413,2082.5141918448244,0.0,2.4322165321222666,35.71442864552462,0.5282027757779397,0.7577368731189658 -1988-05-17,6.490343965188237,17.312083966314365,10.153245348587346,1.0225934759232131,6.007127054392114,1797.1962880005374,0.0,1.7676036007907063,39.88942494828697,0.540292897914366,0.762394851459945 -1988-05-18,8.580215097697971,19.00238243027934,11.136172105803153,1.5034804714684489,6.56117546901582,2222.013380139805,0.0,2.4673375546194247,40.763035335574294,0.5748154506513983,0.8719718079421133 -1988-05-19,9.688296174685034,19.731394835651574,11.921308221921173,1.6301053902384333,6.685646175616887,2668.483035457106,0.0,2.983716530543232,42.71561027005486,0.6104700204065835,1.0219275839479491 -1988-05-20,2.565920430579067,20.610685154719548,12.14195558722714,1.4693174576507873,7.072945670733162,1349.1541402966525,0.0,0.764293793035816,45.091116482236444,0.5551722050981573,0.781601847310361 -1988-05-21,4.708120263288818,19.5595163505596,11.656749477123348,1.3923856218672035,6.67638039814814,1406.133587701428,0.0,1.2842191098677338,40.84568861363585,0.5306710228562587,0.7043273983144923 -1988-05-22,2.7535040642218114,20.982217248023108,12.421081914411138,1.515662678910625,7.173671507409837,995.4588026923474,0.0,0.7013627785244445,39.4710982143134,0.49188802063485565,0.5652768770444286 -1988-05-23,1.7575536293073235,19.33996835079491,11.300042982355347,1.6678507329893812,6.671021274662069,675.9108573642494,0.0,0.399910303092198,36.28707564151026,0.44319416591218963,0.42886093038741374 -1988-05-24,0.7337471088862743,19.986373256204406,11.436220786065235,1.5045568523972812,6.958207902692359,402.60775717888663,0.0,0.14805894938680886,33.162690885284746,0.39487054683285233,0.3017124715093478 -1988-05-25,1.844597668162992,19.748268163696736,11.701418406181912,1.2945748508476014,6.750650846218851,424.14345194533576,0.0,0.3323995804463513,29.447299732602282,0.36452941280150225,0.2470133850652275 -1988-05-26,0.7843254414412499,20.827236246460327,11.86411260218194,1.3363121375884617,7.25406547259482,264.24364761716026,0.0,0.12763768927998176,27.348279436522937,0.3277257944892202,0.18022882780857483 -1988-05-27,3.850611760906396,20.889287537196857,10.701962318998078,1.117681451460432,7.6064584646048425,512.0805220809988,0.0,0.5906118084667251,24.37365666007834,0.32879361268779855,0.20724986898356434 -1988-05-28,3.1869278409183748,20.985712862023167,10.859203612356117,1.2123950955054927,7.609846694212671,483.2920753665789,0.0,0.4798399350357476,24.2712173378826,0.31986879576058985,0.2079726426578414 -1988-05-29,1.9330359218141953,20.695977064906145,11.129718872888308,1.2985069274107313,7.391863602857152,345.67555049694465,0.0,0.275204731435988,23.621631975638202,0.29769457453123005,0.17728440156438763 -1988-05-30,1.3085411396759452,19.693732675006125,10.058081631615062,1.032963357534422,7.188195302592191,245.5203844923287,0.0,0.17119607407273185,22.108918001100218,0.27279753990505995,0.14147094437619126 -1988-05-31,1.5743948417528937,21.150795596416827,9.826213206817814,0.6226831333586331,7.936424800220564,227.66423578044072,0.0,0.19022323148967035,20.368837249422942,0.2556237931729824,0.12105523278047353 -1988-06-01,2.05354114416615,21.008000070232253,10.166902285741909,0.21420989350039188,7.785937382611494,241.87400437278066,0.0,0.23143512708015734,18.80812063264208,0.24302423148611846,0.11404068398926122 -1988-06-02,0.15849129336991902,22.17002633051995,10.372546606126852,1.3033532547981583,8.286083857764359,99.09477990557383,0.0,0.016120381656032745,17.94732230675905,0.2109204665801779,0.07668969161532786 -1988-06-03,0.17443980310746568,20.757856166636365,10.8992406460819,1.5910779350538438,7.474138290895173,61.8399362002525,0.0,0.015139134827778095,15.43870875468848,0.18188260695296757,0.05222654175116411 -1988-06-04,2.104516143350296,18.181143236225537,10.777479083887126,0.4276223337165952,6.215488478241371,146.8841302386074,0.0,0.17124581885405954,13.552489533283273,0.18239351268592108,0.06007172973502132 -1988-06-05,5.989049024949597,18.786312217604426,11.510468739318659,0.9996597671542988,6.28767242628085,421.5968116189582,0.0,0.5701988358513832,13.936425917052919,0.23211828887760544,0.12592506888363866 -1988-06-06,0.41017189228055606,18.816033506216183,12.24925559699548,1.079211334390879,6.0415745470841165,142.8393093580672,0.0,0.04137043581594291,17.68029581782225,0.210741697354122,0.08827056137557647 -1988-06-07,0.09578526030589016,21.743582091081954,12.421230494807364,1.8064248537647567,7.531255399304412,68.138437206598,0.0,0.008690303212628175,16.142966091188836,0.18917045582046446,0.058783213783436476 -1988-06-08,0.2703360965375921,22.526784544569022,13.098056213024865,1.9336979485726615,7.730793973379901,53.08175647306589,0.0,0.021370559555851154,14.07521753624735,0.1671159845341837,0.041519092757563575 -1988-06-09,2.372072761126333,22.606128867739812,13.45044625668134,1.8932802896001482,7.6624770069745,145.1453964198457,0.0,0.17882565627069624,12.394856320167635,0.172024723139795,0.054255825912471 -1988-06-10,2.581803112814724,23.67884719005132,13.89633336361685,1.7454320403461911,8.086534275031624,177.70284583702733,0.0,0.20193341041570934,12.77413257776168,0.1788862512429991,0.06606533750489721 -1988-06-11,0.6689369059288826,23.71638672847207,13.95911108453726,1.781524675315715,8.08548362142619,88.25897371747577,0.0,0.05011020264329602,13.165981862345818,0.1611674341816141,0.05063544826576989 -1988-06-12,1.7021607739519664,24.829685405492395,14.094959942139369,1.4755439918242053,8.62366374310381,115.10083609337967,0.0,0.11982698921898893,11.870758189946182,0.15811531389564012,0.05120672624488338 -1988-06-13,6.8470444591940725,23.566902129560194,14.177115895087491,1.3809395628083403,7.936087175826956,413.7900472192212,0.0,0.5713273348373908,11.520030660121847,0.2139639863436844,0.12032619890844369 -1988-06-14,6.753555448106126,22.335429317598976,13.791677882332833,1.0846049434042035,7.401895282047435,591.1611769100042,0.0,0.7334725788094785,15.772730551340002,0.2624159763407628,0.1900087357328382 -1988-06-15,4.504494008470784,22.054663420105406,13.788866857699492,0.972749414560338,7.250467757519496,535.6490766723596,0.0,0.5615405886111997,19.51658553098968,0.2798293087578498,0.20918960669997622 -1988-06-16,9.939605695210524,21.10677760245776,13.513551695523686,0.892970138720713,6.829143726241302,1149.7883406455799,0.0,1.49650477949627,20.860480975056127,0.35880015086183614,0.3640375623092483 -1988-06-17,3.811256980168243,21.01110280300815,13.645873833146085,1.0059823500924787,6.728315098702196,748.9378940101107,0.0,0.6466642323202954,26.881835030958676,0.3575537355432128,0.33543552571649493 -1988-06-18,8.941904185159872,20.243964027165703,13.025383757477222,0.9654755609192516,6.528496387789279,1354.042194122119,0.0,1.6705766772116721,26.846892575126095,0.4169152448895699,0.47272273998904946 -1988-06-19,6.820743651388421,19.58091931967697,13.225266814036011,0.9568240640752326,6.083848466867441,1345.6648452983125,0.0,1.4354558267261357,31.339236016748984,0.4445379199218261,0.5262896410993375 -1988-06-20,2.01667956300179,20.048014774039192,11.975819308346438,1.2209763681769723,6.777106094032478,710.0762998001917,0.0,0.4233288336898573,33.68326750162152,0.41588020610707954,0.40704788942824544 -1988-06-21,8.605644781402104,19.16961344127672,11.278414202213064,1.2128244056215816,6.543797261342654,1505.8769194362956,0.0,1.851404431251913,31.097548656042957,0.46251531521838474,0.5468727198709844 -1988-06-22,0.4376667408369088,20.452318438788325,11.596165970168427,1.3731750936939464,7.099585946212232,526.1009903283338,0.0,0.09245317018918309,34.663124664881316,0.40890044844904677,0.3700657985725971 -1988-06-23,0.6186815274848659,21.614424836805497,12.100781781969042,1.4683968402263343,7.538976794639245,328.3815498065191,0.0,0.11280295278079577,30.37717566122402,0.3610807448193585,0.25807135775569284 -1988-06-24,0.7052645325487159,21.95049764449884,13.706975126801035,1.5328533466239207,7.213723123030566,248.2327374711759,0.0,0.11135431887449165,26.646372108178458,0.31862804342316714,0.18494766460997827 -1988-06-25,0.9450486644230859,22.057855686188734,12.583933122612974,1.4873600374198013,7.622535210794658,213.77867034454732,0.0,0.13220760679394294,23.727691111104434,0.2874207091819673,0.14052279833309272 -1988-06-26,7.429607957760745,22.386721901733203,12.879650561965914,1.5739051893438671,7.70323255564096,803.0415547708509,0.0,1.076711846969837,21.254043943175613,0.3341451191194086,0.2554190219040194 -1988-06-27,7.159578741965816,23.871200940563103,13.472519196548117,0.8853711305282626,8.29203461240679,1004.8495582871242,0.0,1.1871490565850698,24.608906114811287,0.3700813339031068,0.3470267599580186 -1988-06-28,12.506298046830675,24.190242066369933,13.964397998850524,0.9226910769674632,8.313842060288696,1928.3090992327816,0.0,2.493208871692307,26.85875190200058,0.45857617257809136,0.6055259928910576 -1988-06-29,6.153220029868116,24.716897373345443,14.391447957408413,0.9977294960479482,8.461929219970783,1429.897644274475,0.0,1.3555191252961762,33.064670049735284,0.4568618597631623,0.6005667733032448 -1988-06-30,11.873728910340835,23.294118549869054,14.676606750577495,1.2113994369122996,7.612527757844044,2340.6838196901426,0.0,2.8466797981616256,32.836735216932496,0.5208466276640351,0.8243897955119636 -1988-07-01,4.9883157255375865,21.63176984551582,14.774407971393574,1.0641499488375934,6.646186017294887,1529.2185106668471,0.0,1.2562769860650151,37.96311615393819,0.5003550932525466,0.7279257404275203 -1988-07-02,6.468068364694807,20.59585875505233,14.185864922300006,0.9564912700967538,6.280704619391759,1627.4232867533212,0.0,1.6341876818993404,37.32268049168299,0.5101325676199827,0.7226746606218192 -1988-07-03,5.511827074081803,20.197833573584187,13.668133611151907,1.0280994304914337,6.256594433814112,1495.7248762802365,0.0,1.4145316019367042,38.3345527598135,0.5107806308329068,0.6858105713572127 -1988-07-04,8.936321805622985,19.637420355162273,13.101703728555078,1.4438611628502254,6.157992178424608,2114.9948834948996,0.0,2.4168211441935092,38.40199183050626,0.5514592947748039,0.8144271712997206 -1988-07-05,9.418523422468162,21.232140316413304,13.520807206454153,1.7362243834550968,6.8861762495889804,2500.5672824622893,0.0,2.7912799202340253,41.431896200610176,0.5923729510073559,0.9551674133426158 -1988-07-06,4.83733655471693,20.555444766088428,14.374044328756172,1.4614994143587372,6.1809814382211545,1727.9955225496549,0.0,1.4283573760992665,43.625753352005354,0.5645621765911785,0.8392576045808582 -1988-07-07,2.5472790924979125,22.82806005277809,14.784582691346381,1.6725859978011428,7.319267046032264,1101.6771286574408,0.0,0.7030964047907378,42.352200423867565,0.5230485289394279,0.6533740698137128 -1988-07-08,7.793237737990903,22.518672071341033,14.684460386766348,1.0509448749369952,7.183362647970156,1826.081220000765,0.0,2.070784548626871,38.369619347567195,0.5377660220190618,0.7406233497025746 -1988-07-09,4.831481624442117,22.10232789680693,14.164019637036668,0.9008255747171876,7.138291416896216,1436.0892568065603,0.0,1.270971657735541,39.523348733417585,0.5167037350974257,0.6756352020719912 -1988-07-10,4.782787232516184,22.867272207708602,13.483114688676318,0.564983319027304,7.770774317728199,1310.1210183475923,0.0,1.2048924361552968,38.07737513499317,0.49929186524889774,0.6232694347460427 -1988-07-11,10.971502023468297,22.589460655092193,12.971064320855632,0.06795944451433124,7.78138559950998,2363.0556761796543,0.0,2.8796708267331397,36.32562990356169,0.5509795557534256,0.844191532556347 -1988-07-12,5.754890215437299,22.016237943976755,12.659842389484727,0.2011065095832809,7.579932771270872,1735.701784280398,0.0,1.5512490614649215,39.90155641796997,0.5318666832095663,0.7857295966078337 -1988-07-13,5.267110452074666,21.415971689952396,13.700053032056976,0.6784488381815071,6.92717881903854,1505.5787201675569,0.0,1.3637488197594134,38.7594128778194,0.5128791805621039,0.7191239423112319 -1988-07-14,1.2661363291739554,21.90788809059391,14.12910704571182,0.8681567666893554,7.04665798230568,751.9479540768687,0.0,0.30147714947044535,37.98512698476081,0.45725063534165444,0.5140202372908471 -1988-07-15,2.326514542588441,23.32693001713933,14.175570959340543,1.0604078075042995,7.8003576424516075,681.7737244487332,0.0,0.49457800241496086,33.906738143203626,0.4220928554213277,0.4099098226997265 -1988-07-16,4.1057174513824855,23.58027118589725,14.388358240271266,1.1245377490398591,7.8684395887943905,827.1702545458974,0.0,0.8111435828290361,30.859970643157677,0.4073265863702943,0.39034062217160764 -1988-07-17,7.0294768963561625,21.660381265751482,14.565244563667363,0.8945275316208635,6.750102930483978,1222.7738317430685,0.0,1.4072786493286111,29.76473087958413,0.42862760232404334,0.4683723628448591 -1988-07-18,2.497980757953837,22.882693513052626,14.759643066313044,0.983647323869132,7.366039063311064,716.9349715129964,0.0,0.500028717479204,32.04573553495942,0.40241090065472995,0.38102515377639623 -1988-07-19,2.266711745825346,23.793040440290824,14.816513461696012,0.9618084619403812,7.84678856844181,555.3973906137588,0.0,0.4161093957124842,29.735733613994636,0.3728068153176943,0.31138826952847426 -1988-07-20,15.120046156405607,23.96400115383133,14.673685311455436,0.5847812822880937,7.987067751278494,2322.445689870532,0.0,3.203894492624233,27.312893704575202,0.4943150123771819,0.690539395241008 -1988-07-21,7.172440074262607,22.659295377104222,14.367201471599838,0.9782769381740136,7.383268416366311,1780.5047008649617,0.0,1.7499197716857218,35.80346955141927,0.5006402424187009,0.7159598274217734 -1988-07-22,5.24793142513666,20.90988105589892,14.637504356682527,1.3305982775871985,6.291789991399062,1417.41164097174,0.0,1.27881417385115,36.73712327452784,0.48909745357062817,0.660774547187339 -1988-07-23,5.256283001472861,21.56263770915797,14.484455097924005,1.2313096541801023,6.7319423825512565,1351.382909798023,0.0,1.283293742143238,36.79565270335255,0.4898765719867036,0.6255336039111746 -1988-07-24,14.320962226806726,22.268175854539685,14.87480684060032,1.2657826371587173,6.986809750037915,3080.3747496002948,0.0,3.9685508672682754,36.49823431197327,0.5920092232205951,1.0114634722563232 -1988-07-25,4.719742782508829,21.61231466807104,14.820516222062885,1.0046611658019011,6.6325284259756385,1800.513082283278,0.0,1.3865665884120215,43.499230429390394,0.561718382420464,0.8695404282261635 -1988-07-26,6.202960799652499,22.49322378597765,15.055676864530087,0.9584171982046932,7.049729266699209,1821.743512133529,0.0,1.7713434614577581,41.719972061895824,0.5582697128272828,0.8357431601024504 -1988-07-27,3.555286580018328,24.19416240765181,14.88614974809549,0.7767054222491335,8.053447026144092,1281.4741190717832,0.0,0.9603250828353067,41.08447045114846,0.5200229378795995,0.6902531978598329 -1988-07-28,7.8039097204913475,24.071745873919202,14.131315596873481,0.8975220784024455,8.226696131926202,1835.4925493458913,0.0,2.0238333736624554,37.52907304538909,0.5280985482134067,0.7574809187524613 -1988-07-29,6.9726174159339855,21.362173073237933,12.408672733942842,0.6130061546154189,7.34052346255145,1795.9883474783478,0.0,1.8073952905317974,37.934887129386354,0.5231420150919346,0.768287109795359 -1988-07-30,3.1937649111261828,20.357150141599494,11.647757609825833,0.3890568490261554,7.057237145618606,1131.7860775908932,0.0,0.792146533681207,38.357833999614066,0.48404798718038916,0.6207348109658164 -1988-07-31,3.225619417064855,21.57084308608416,12.408528032612445,0.5123932405191781,7.451751953609269,942.2923285419256,0.0,0.740276447724987,35.82073163750878,0.4548635462935191,0.5167872125320702 -1988-08-01,1.020989950952091,20.63261946568964,13.336549916467225,1.3313827689741848,6.650481107235224,519.9659644988403,0.0,0.20899262912304772,33.43722525775969,0.4014148709279709,0.3682264015517741 -1988-08-02,3.748200339008324,22.28975072287649,14.124369603455515,1.0065065760531382,7.284803876715126,723.6858025826365,0.0,0.7168618411754717,30.12128528757754,0.3945565700035282,0.3488508861520735 -1988-08-03,4.000465573076794,23.199463877240802,14.759991135549624,1.114061840103005,7.567144762001075,755.8520865489882,0.0,0.7440074108788464,29.21972431366648,0.38699271435910987,0.3403716502797745 -1988-08-04,10.704882770568386,22.952128484029995,15.383320862789846,0.9433750294822112,7.204932322513112,1697.1731033870058,0.0,2.18777715554754,28.499100169984157,0.4566998510115986,0.5546873384129242 -1988-08-05,13.429778776695954,21.608567903468014,15.161532563707805,0.6232016915788894,6.510792641622272,2706.603268292911,0.0,3.3908693759750435,33.750153969839594,0.5496142646718625,0.8773853421631347 -1988-08-06,11.311082097171777,21.704037782779537,14.19079634261534,0.5471140646141991,6.945728544451462,2998.221414914615,0.0,3.398981906172878,40.972920967784994,0.6090732272346812,1.0886818283658328 -1988-08-07,11.815639397023409,20.82107245956994,14.32063598725214,0.5312523475757019,6.39461860714728,3500.770470352046,0.0,3.9481292598997495,44.722656087233624,0.6586328527706986,1.3098417070033728 -1988-08-08,14.838693435459065,21.463402228354052,13.524777134679693,0.6525448289345178,7.053657604522951,4828.532843999565,0.0,5.710907133436793,48.74370722780803,0.7406919076030132,1.722215365910728 -1988-08-09,11.218518614997992,20.953479753804725,13.421740096725399,1.0257580703526588,6.813136141094896,4487.724861597696,0.0,4.617968472994059,53.36587858453343,0.7523644886649926,1.8242351794698695 -1988-08-10,4.8036886059615025,21.953442731712023,13.990676544923241,1.3753146618621692,7.164896549700698,2705.391977010401,0.0,1.8726273433130114,54.43433579961841,0.6900828663575703,1.4726265397687994 -1988-08-11,3.4386747322341535,21.415046550868887,14.47580205770558,1.0331909050951025,6.685945332655592,1858.7869773183709,0.0,1.1774601662272546,49.9454977319387,0.6218894556641088,1.137896368645537 -1988-08-12,8.039202330906138,21.979095392026085,15.046160323899054,1.2159564647197214,6.791382144224446,2538.6279982536425,0.0,2.6326810263742733,45.883356856233,0.6281612963732063,1.1415816332209945 -1988-08-13,15.530574665803346,21.082046904860075,14.498386954309455,0.9885776719615637,6.488812821491921,4599.497167337264,0.0,5.6605827102590744,46.20265291095524,0.7191502934669268,1.6050233292399179 -1988-08-14,13.496528762336922,20.434694168491237,13.549750035893927,0.608023838004453,6.489266110530332,5062.2055873775125,0.0,5.628658903599344,52.71289918180414,0.7712949963146326,1.90184122042025 -1988-08-15,2.411351208154355,22.242387690764485,13.963638673137307,0.7022188204638801,7.345849231823672,2211.3938866470676,0.0,0.9503310280164543,56.088522918617734,0.6814839155094667,1.3827111860314423 -1988-08-16,3.3263220684119155,22.823412810894073,14.665263683133409,1.3265854680739335,7.4252902720996214,1710.2287711445128,0.0,1.1146658026872522,49.16181152622179,0.6114512096614091,1.0698043298859763 -1988-08-17,3.999437711956897,22.19483089781857,15.236740059355904,0.957716066908514,6.8548055194320545,1545.5926717552773,0.0,1.1918483246496367,44.386297390916305,0.5636610455135919,0.877868852329022 -1988-08-18,13.032857059323426,22.223420807222126,15.245737499852,1.0173882443808568,6.870751381103806,3313.7611950421124,0.0,4.0838990813266705,41.6466429722489,0.6369791445852472,1.193285328827307 -1988-08-19,9.449640715772231,22.34569808433675,14.000847607298294,0.9320770528602544,7.401365672937489,3123.9931255325564,0.0,3.2218420372213554,46.72085482711425,0.6543482325401289,1.2673457104833392 -1988-08-20,5.788502572165606,20.769075134000047,13.962232070376047,1.2451541676020408,6.537253966638569,2277.6097393759846,0.0,1.9090879059800807,47.300597593783316,0.6184520632226095,1.1156693285546369 -1988-08-21,2.4677975466580517,20.190230063021463,13.039886590662439,1.232160357097075,6.559940573974047,1341.4744199046659,0.0,0.7483789824624378,45.80363545383876,0.562329503430106,0.8402000521710487 -1988-08-22,3.4319206740545143,19.774343423969306,12.711527877236259,0.818354518928712,6.45194956066605,1217.3775341614346,0.0,0.9452665721021676,41.832063629195936,0.5272947628518294,0.6908615444069247 -1988-08-23,6.256136990021428,20.39097486634294,12.938437429480205,0.8282852058037853,6.712613795318345,1603.1555473801527,0.0,1.6756975128246587,39.42680114525162,0.5321752912653733,0.7048680960048496 -1988-08-24,10.52150530809049,19.937385561078106,12.362625997028893,0.8823131706313542,6.669328094991336,2524.6561204260347,0.0,3.0067180933263984,39.54638995617831,0.5832570721788404,0.9166532490827052 -1988-08-25,7.660196114376192,20.99169183846181,12.752238598852394,0.9969684521438632,7.106913836672376,2297.535296027405,0.0,2.324766346931505,43.204589816271984,0.5925403087612015,0.9506782021019934 -1988-08-26,9.370274659331805,20.0340318717343,13.905924920490534,1.140070571009813,6.149209753949782,2680.00841660997,0.0,2.927452312851557,43.415322116261166,0.6149164542675893,1.0645946890213502 -1988-08-27,4.464528080919549,20.811577919832203,13.411185046325727,1.1954954553195365,6.78808300027634,1786.7047093490637,0.0,1.3970258980551113,45.96906119727883,0.5875171597809273,0.9057189375795628 -1988-08-28,8.936389346829928,21.44751556293468,13.544412212374242,1.2532619468604798,7.095454614902146,2496.0525962341267,0.0,2.7732270166555555,43.385251217254016,0.609511678610142,1.0118452412158414 -1988-08-29,6.272555995040407,21.876066302922148,13.798221902080352,1.2046487434935655,7.246247829871409,2093.3501334276843,0.0,1.9390680231152695,44.59699077144677,0.5925957692745288,0.9539154473079579 -1988-08-30,9.551736085061977,22.61640117743478,13.871471747580946,1.206401412757722,7.629246248718071,2693.443868027656,0.0,2.9807078779183573,43.27923091526146,0.6154449866594686,1.074810930015673 -1988-08-31,6.0786047948958775,21.712605123739877,13.923820254950837,1.1561052238197589,7.118515140839164,2101.3339983375354,0.0,1.8665018312335881,44.44379525073202,0.5885517450758652,0.9838538766087237 -1988-09-01,7.249391914220445,21.822558525670786,14.173116331134946,1.0790264659402855,7.093616172870529,2188.813592856268,0.0,2.1831744810125207,43.127744794247675,0.5868595255751343,0.9728631988960397 -1988-09-02,4.003118788061619,21.078291434632828,14.172364849368947,1.072613365983083,6.673240690497585,1520.139311334952,0.0,1.1495996979938772,43.035285550910714,0.5479655545715127,0.8083317547484561 -1988-09-03,2.786882623670372,21.63700628910456,13.931561030481866,1.1204660467192156,7.084141529448958,1084.2568533621818,0.0,0.7363651367840442,40.70602262753095,0.506662891329308,0.6383084510063988 -1988-09-04,5.855596294234215,21.746914619036584,12.814795696488485,0.7753295784664294,7.523119832491099,1424.1112858974207,0.0,1.4696979859190238,37.41097102689478,0.5040262077275666,0.6392920310332431 -1988-09-05,17.51635842851534,20.508211491545783,12.646961185448172,0.4993974000832405,6.919812803605862,3859.4616720314602,0.0,5.1349223416629926,36.86053980666624,0.633454038589332,1.1980168492274914 -1988-09-06,8.00983574197284,19.6952900466902,13.307852804264307,0.7296852049118521,6.2269472613581085,2821.6675684232273,0.0,2.659274397919429,46.4258901338316,0.6341393407625465,1.1847664740938346 -1988-09-07,10.331835880853683,19.39486875319892,13.167743535036998,0.7711160096560935,6.112017866754739,3307.6299759931735,0.0,3.6107637857587296,47.235279542067225,0.6706179083049293,1.3210194181199322 -1988-09-08,4.29571494282452,19.918088151788766,13.447256418811287,0.6803325616455831,6.307166111820745,2053.217303468095,0.0,1.485588684955931,49.90100525903107,0.6313550865236626,1.0861243768873456 -1988-09-09,5.526967871338037,20.208891637166683,12.719139888457894,0.8382814565792484,6.746148624742224,1986.1510813119905,0.0,1.8001529773744878,46.9524179633159,0.6113493041819198,0.9811158056311197 -1988-09-10,9.588504090476127,20.798165954914992,13.267808354269619,1.028612524387147,6.880419756590322,2801.9146612502423,0.0,3.1398349155479988,45.08879884585584,0.6369535499136433,1.1167465270998158 -1988-09-11,8.919392705578732,20.9235015174542,12.823614798475942,0.9287183653147216,7.107036829845748,2889.744324749886,0.0,3.0189469978333836,46.708445650114534,0.6480266438148884,1.186628780805738 -1988-09-12,2.67354806947979,19.941062419960183,11.549673421675203,1.1397108103156457,7.002226558910087,1513.5417992177333,0.0,0.844088048799688,47.208567791565905,0.5810928679473043,0.9009644397339583 -1988-09-13,2.3026639324279627,19.751481729164666,10.770275698239749,0.8534166691035802,7.143417564140931,1068.0213773645232,0.0,0.6400727908175567,42.72483340556504,0.5245398498634467,0.6839460430138373 -1988-09-14,10.689856272144011,19.34010845403422,9.9184562170617,0.24428599205748885,7.180660916096267,2436.641980547061,0.0,2.984446318916211,38.62689578832484,0.574506762553821,0.8996427692514042 -1988-09-15,0.91803212793919,20.004302575378986,9.596019466578262,0.3328815547636896,7.591255185954112,922.406994966766,0.0,0.245730239587031,42.09284575775856,0.501047598966213,0.6230412186757754 -1988-09-16,0.3134645696531145,21.55712652923473,10.1040743483769,0.8804068899056106,8.219430756670766,479.3643504685219,0.0,0.0703873795030468,36.59531002482612,0.42996222817154833,0.41628806876937474 -1988-09-17,1.3858332533697135,21.714111952773024,10.69999410241996,0.6052020945917327,8.155187383863264,449.09005960104787,0.0,0.2633784365612888,31.131236177017346,0.3788018372192025,0.3110872250356884 -1988-09-18,2.333976337533848,20.63340921394529,11.600622578963998,0.3559453869947729,7.3699322731210035,476.2458536661506,0.0,0.39499326992946493,27.558244852554704,0.34822413285456816,0.2626467229059455 -1988-09-19,1.7055777462119002,20.15652955883742,11.159387381735034,0.4866384696006091,7.259937119082013,368.55892959870084,0.0,0.2655520777852649,25.807883295152504,0.3205131880977053,0.21140489900899073 -1988-09-20,0.3861682328982933,20.407851538665486,11.319767142801435,0.35384124505298903,7.345610239756579,189.88933612660725,0.0,0.05361977130935813,23.842828987327824,0.28225140892997613,0.1457790555211431 -1988-09-21,1.413365736218867,20.404459680005623,11.48563242996526,0.4481147452543258,7.298620242030133,214.00198767782828,0.0,0.17556716525190819,20.997345352972125,0.26106960690747755,0.12162800805863218 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-1989-01-18,0.0,9.105015751479804,-6.7089950089149095,1.4092984068854566,5.6956118263209365,0.18165172665982088,0.0,4.440892098500626e-16,1.0405820262810945,0.012122075889292927,0.00014826169886781145 -1989-01-19,0.0,10.450007724109517,-6.662436943609156,1.2845102087362843,6.140765067950865,0.09903038104258616,0.0,7.882583474838611e-15,0.9398688879015541,0.0109488360334703,9.65113976642987e-5 -1989-01-20,0.004611087797154938,11.806428209802963,-5.127725447725966,1.3804628741194094,6.555899045456972,0.07649964297284455,0.0,2.0688929032313362e-5,0.8418195695759024,0.009860343927301904,6.597457892255563e-5 -1989-01-21,0.0,11.132070447539675,-6.296787822811423,1.2712147481714284,6.359764363152264,0.04415550186865986,0.0,0.0,0.7521822862863923,0.008762414232285076,4.294635007337436e-5 -1989-01-22,0.13886851461226465,10.453219111981245,-5.801413283805842,0.8124150463587455,6.11269716715705,0.38493592726967896,0.0,0.0005463220933406843,0.6709516905794197,0.00943385695320915,0.00011114166484291615 -1989-01-23,0.7507401851556564,9.743058293752693,-2.604044626159336,1.122094593538918,5.655545522519041,2.9771422836129147,0.0,0.004398143076898786,0.7257502442083806,0.017200113573488437,0.0007420302565443587 -1989-01-24,0.6879635316307617,10.456591763597734,-1.947121167989876,1.43877599332966,5.848970271266293,4.7609940791914775,0.0,0.0061544746066706235,1.334441519109669,0.02355964920091972,0.0014201364993379362 -1989-01-25,0.09218988843026522,11.708536201287561,-2.212007431862467,1.291519270339362,6.333487329102476,1.900850604220651,0.0,0.0009178783912520277,1.8209138267747695,0.02228636266444516,0.001064202659364726 -1989-01-26,0.02077235590518215,13.55320453412242,-2.330232871445285,1.2949046029654274,7.02261181844789,0.8990083423712472,0.0,0.00019012644285024832,1.7067773940029882,0.0201247846320756,0.000721695473347213 -1989-01-27,0.12014159496948296,13.829419110287544,-1.708328657111044,1.5754436914028265,7.077231243793739,1.1479227678705357,0.0,0.0010120899644597836,1.521067530868914,0.019118974834415325,0.0006238954819635384 -1989-01-28,0.3680460706236027,11.357504988845513,-1.2445837317398345,1.6683362479085682,6.10388898959308,2.5512949633258857,0.0,0.0031920932443956773,1.4435626173692742,0.021104014333243753,0.0008921699883168546 -1989-01-29,0.5089943811531572,11.669354347045596,-0.9434173167563432,1.5275860964142036,6.186701059793288,4.100492291078878,0.0,0.005097540400060607,1.623354235919286,0.02484041729123474,0.0013569365613098463 -1989-01-30,0.31343618332533674,13.014058746438938,-0.514054710185934,1.3017594897874325,6.650779752963327,3.449033332041857,0.0,0.00345270624313998,1.9075833650038916,0.025873373589461887,0.001409027457085706 -1989-01-31,0.5687748827063915,13.960096243945385,-0.1741496715816576,1.7381256564637015,6.977882879005572,5.612496138125214,0.0,0.006844626714406998,1.9693037177579242,0.029566896823862425,0.00195940618191075 -1989-02-01,0.3623573386499877,13.647302703259118,-0.5782256907629401,1.645516439689708,6.896717205115431,4.746284695251304,0.0,0.00467941128195043,2.2360602466136275,0.0302698051331997,0.001987990828064081 -1989-02-02,0.03084235993850563,12.985909777409693,-1.5658477758594336,1.598863288242115,6.736948053836158,1.84556945851873,0.0,0.0003801838056853128,2.2927679469774747,0.027068486449111452,0.0013519771942995132 -1989-02-03,1.1461611345462,12.13530593105503,-1.4508853847788,1.3752680656164449,6.405738756633249,11.453193891385947,0.0,0.016116395298013453,2.056791455930914,0.03731222853265263,0.0033340328791290215 -1989-02-04,0.17214544389427874,12.997876895780845,-0.6645684229416154,1.7639653029256932,6.650381100975037,4.8765832928267026,0.0,0.002707029094328822,2.852469977958389,0.035234721294061154,0.0025824838748057122 -1989-02-05,0.2453621351200901,13.456027545893214,0.3876994987075167,1.7710141771187735,6.706897601243216,4.3143419829847796,0.0,0.0036799241698959595,2.681170985554135,0.034092128909940546,0.002241398443443639 -1989-02-06,1.3936480681828085,13.402993660088079,-0.4893234284620364,1.879448873956796,6.782717205242167,17.730518169716355,0.0,0.024555970012571482,2.5914853520432666,0.046424105480261685,0.005198054236048337 -1989-02-07,0.027660487767966657,12.910776810993669,-1.8852634290955137,2.02349075292046,6.725067619719894,5.168061357548359,0.0,0.0005244797510292713,3.522528184689642,0.041357293727860275,0.0034635487892522906 -1989-02-08,0.02792250862219001,13.542057294740223,-2.362531749594501,1.9621088422945328,6.992970182538922,2.704345941342376,0.0,0.000471911064384576,3.1420132179508298,0.036927604428292245,0.002326462906015189 -1989-02-09,0.0,13.30149903052972,-3.4238170314127903,1.6384697341733983,6.969006278136153,1.5512707202996843,0.0,0.0,2.7913315178212135,0.03251712179974131,0.0015144180080593054 -1989-02-10,0.0,12.710024820078493,-3.380596660183463,1.1948149173813416,6.750560307730969,0.9884911218722499,0.0,0.0,2.4593950232319006,0.028650286436249672,0.000985814945600229 -1989-02-11,0.019299810636485358,12.072302935597053,-2.2025296901119003,1.44476786574412,6.432272721174697,0.7890094631394704,0.0,0.00022521638875318967,2.1763203409050123,0.025577487818204136,0.000676011718549899 -1989-02-12,0.36654050581790537,11.231470957925696,-1.2007235877534534,1.7241086726896506,6.021681584546815,3.185891758692401,0.0,0.004183319966786392,1.9549678342282266,0.027043999958599844,0.001077024120559479 -1989-02-13,0.03594402454298051,10.859715411790523,-2.00214751899244,1.8453123918575465,5.965003290779614,1.2080347465488979,0.0,0.00040306522494160113,2.0832164646703677,0.024686784533116672,0.000762464717253899 -1989-02-14,0.15739269928983216,11.083560535843679,-1.3233886716210437,2.1548629511059367,5.975078648982426,1.6259123704173783,0.0,0.0016646144375648542,1.9037922010196555,0.024011408185390676,0.0007497908342426358 -1989-02-15,0.32497029392364396,10.857044575842156,-0.2693882395730211,1.9877182161216151,5.759176871535442,2.868630710626854,0.0,0.0034917429410848966,1.851384921097536,0.025353064354600493,0.0010197480385579596 -1989-02-16,0.4243494573188618,11.422551921036467,-1.6812426462643568,1.9484465551167025,6.132900957843671,4.092445427126398,0.0,0.004926848843748666,1.9627717759100245,0.02780834572893758,0.0014139935648060213 -1989-02-17,0.0004626496768018533,11.168681614019585,-3.3286442297188388,1.7471769720494532,6.177619500429407,1.2257665571098644,0.0,5.278939977128468e-6,2.1375315715102436,0.024906184755778306,0.000921247149587469 -1989-02-18,0.006480785534421021,13.052812545691195,-3.9911162856230384,1.6393131114780048,6.883631612872077,0.6663516673283528,0.0,6.623580452771657e-5,1.9129613748664294,0.022360201258369752,0.000609773975493712 -1989-02-19,0.6287926289481659,14.153802116342346,-1.6899400160587206,2.0461087608522956,7.139249729427403,4.804934398962207,0.0,0.006739584877902938,1.6944582594869981,0.027064299467220134,0.0014231355589371605 -1989-02-20,0.7503693464180718,12.497771564660844,-3.0898206300015736,2.1076116362221566,6.6280879462835856,7.6441282849947925,0.0,0.00968453946953729,2.0405549781785157,0.03251237827443926,0.002401008563595395 -1989-02-21,0.7664753084095044,11.860577402642136,-3.5093862808919423,2.088249991652518,6.424186136359372,9.812440214263948,0.0,0.011722259185524386,2.4752582744219866,0.03776400082979863,0.003347830859201919 -1989-02-22,0.6307315529418827,12.581177146367375,-1.8598632441429896,1.9878902226573327,6.559788371032332,9.969368424419118,0.0,0.010814960454561762,2.885952568093459,0.04096698839419143,0.0038260180378530476 -1989-02-23,0.05665215849637426,11.49319301851026,-4.001145536131088,1.982885130079676,6.318139843857282,3.7975932667678793,0.0,0.0009558303412838601,3.122319634932567,0.03703286848763764,0.002636097209555047 -1989-02-24,0.004264812163129715,10.899519979098372,-6.814464039868421,1.1017547703932258,6.218474127030624,1.8656653777610364,0.0,6.474960338168512e-5,2.8358862015362964,0.03308583586453033,0.0017258344704999364 -1989-02-25,2.2469165207020008,12.8492583174341,-4.627273730276786,1.137331361228052,6.817243948132612,29.979541593314103,0.0,0.04415553329749011,2.538716562701296,0.05574938443118451,0.007846769371922068 -1989-02-26,0.1462855540906545,13.86863145719619,-1.985623131855692,1.4150387064561707,7.032150438155916,9.878061287608691,0.0,0.0033806638273197465,4.226157726089113,0.05093600304955701,0.005622634072574612 -1989-02-27,0.000261278326942472,15.179077717681713,-2.0074585125823536,1.480329276554509,7.516638728014742,4.0573729379284185,0.0,5.393250253527774e-6,3.845729842682751,0.0448031919262003,0.0036608917194692224 -1989-02-28,0.0,15.344386529281252,-1.4201373583624208,2.0082167699070297,7.534573589490262,2.411229604453992,0.0,0.0,3.351466970500001,0.03904232048102385,0.0023830684474636485 -1989-03-01,0.13462694100646602,16.563521360911576,-2.32350403292734,1.9892161765243164,8.044250350452188,2.9591498544683383,0.0,0.0021525350462839044,2.9200239214742076,0.03558461383637447,0.001879020814869786 -1989-03-02,0.024520190021061844,16.657181305109223,0.29372059871943096,2.1027152291316007,7.890808076550424,1.5748123368197786,0.0,0.0003470545859864671,2.6351502127915496,0.0309833589751929,0.0012759984241898297 -1989-03-03,0.0,16.452286852072106,0.7879295355834506,1.8170833010111411,7.758905534200601,0.8603847613089661,0.0,0.0,2.3017114537790975,0.026813379640701074,0.0008306150022216422 -1989-03-04,0.0,16.600679782266525,-0.9687162889252322,1.6356912285862184,7.962925945244616,0.5428648747882144,0.0,0.0,1.9973631076224037,0.023267927522834464,0.0005406913275411846 -1989-03-05,0.02583711911796647,16.274652354005013,-0.4495204183430188,1.8659547145611008,7.794218137618889,0.5085987835621284,0.0,0.00023956758035546116,1.7265142896935486,0.0204137071617883,0.0003884423449323825 -1989-03-06,0.0,16.36861450639467,1.2571545820349328,1.8583378603463625,7.664247044963158,0.26676022100048147,0.0,0.0,1.5198925904325402,0.017705719356544303,0.00025285770976076914 -1989-03-07,0.08690258550244746,13.109052419463652,0.35474335115338324,1.4423267021091768,6.487113570927657,0.5783020383030163,0.0,0.0006316549466436477,1.321739604172858,0.01640972753020734,0.00026077728168690965 -1989-03-08,0.14956973927865713,11.496157262083015,0.9995496233637796,1.3266143305238516,5.765783624593896,0.8972246492800555,0.0,0.0010574246679281307,1.2532284240651665,0.016341648581215278,0.0003307622806717054 -1989-03-09,0.3750832715497085,12.650670751914149,0.6846265492386945,1.4837359394827236,6.260210215715087,2.1752821053142757,0.0,0.0029021047900247843,1.2652341576041655,0.019108587171927392,0.0006571990254140251 -1989-03-10,0.1779266274439233,14.364744552980234,0.17251358964503188,1.822263207139604,6.981349699581898,1.5636361728798716,0.0,0.0014735391765265948,1.4655725562419124,0.019145652457434374,0.0006521737851307923 -1989-03-11,0.20611866468760892,16.505139937982374,1.323498882859873,1.8082862911936803,7.690372396192218,1.636100386663241,0.0,0.0017034668085486593,1.448255837790826,0.01927234255623926,0.0006839124685452821 -1989-03-12,0.4823554534115701,15.326007791477409,1.891660979216776,1.7086685768895873,7.147599943862819,3.371281279964165,0.0,0.00431660422645791,1.4378851759710596,0.022369502881257636,0.0011024616349892564 -1989-03-13,0.006535329309709237,13.96857096968869,0.6161091621793445,1.2585804653571164,6.766777146461784,1.0145600335052616,0.0,5.885871480137972e-5,1.686537041672994,0.019723146516825735,0.000726612817518282 -1989-03-14,0.012337336294200123,15.274535585094487,0.2531904428056768,1.3419459562135208,7.307970744767684,0.5608215628200334,0.0,9.88536726392146e-5,1.4980952774068508,0.017595517034234457,0.0004880427254078223 -1989-03-15,0.051986638733595616,15.384027453616293,0.6414262519234549,1.5210679530331173,7.306196596673991,0.5688031188414028,0.0,0.00037327119199033476,1.3226664221478368,0.016013777198331264,0.0003745289294773243 -1989-03-16,0.10017324241990612,15.844373545533285,0.7896195448254044,1.6390715304476795,7.465926114039495,0.7027125235406408,0.0,0.0006685449579576647,1.203862518544526,0.015191133478690852,0.0003455965763667475 -1989-03-17,0.19276302569111828,15.239333370036546,-0.27793473574327765,1.5477531700661022,7.332842260528175,1.093022596948572,0.0,0.001266852810141078,1.1385061286755584,0.015508384068463965,0.0004178641834955047 -1989-03-18,0.1850000114944961,15.853409103419617,-1.0725577709137115,1.5454846579116424,7.626736572796724,1.1576206989694915,0.0,0.0012384657156297163,1.1652828648906655,0.015729881053252102,0.0004605846446622821 -1989-03-19,0.15933308974247756,16.73921476895189,0.06922020080499591,1.3134183235506889,7.868921869603198,1.0726676960700663,0.0,0.0010641332548759208,1.1751735861794832,0.015546099002025362,0.0004618489644900944 -1989-03-20,2.0378932590225314,16.455447296201147,1.528585927155644,1.4357805792161902,7.608775941536384,15.832103042076444,0.0,0.02367201126138907,1.1559569786838013,0.037206192287290156,0.0039050553856528883 -1989-03-21,3.2544919564382773,14.51567152897543,1.3915913613300273,1.0715586863826705,6.854029785841662,54.32417597558467,0.0,0.07715851607105684,2.7788120004658556,0.07028390514310766,0.014290531438373107 -1989-03-22,1.4466397664800623,14.06234861592645,2.0587967098123445,1.201091841874384,6.578292914025089,44.77429339714618,0.0,0.04728698512110219,5.321910701456437,0.07884902906315563,0.016502606357737763 -1989-03-23,0.6532719374601177,15.2232599439969,3.7603435641149434,1.7058477435780244,6.780259498011964,28.451138894024282,0.0,0.022370908484666607,6.001042164555151,0.0775182527648534,0.014148722414359532 -1989-03-24,0.11327996086241668,17.57534344058398,3.287809976774795,1.8000042072647886,7.825750647733659,13.115002104969964,0.0,0.003632683706967149,5.876876625442717,0.0697812674964689,0.009763283061126522 -1989-03-25,0.08958504959360869,18.885684456977827,3.3012571292477215,1.414425961460646,8.359927034286931,8.331109663375447,0.0,0.0025256891209374244,5.1840329763977495,0.061434078532643835,0.006740011878677718 -1989-03-26,0.270095174092564,18.783378155027314,4.2312758120066745,1.2773645932024285,8.189191460397117,8.97468458152237,0.0,0.006761854328956152,4.516941086934003,0.05576573050021688,0.005417023165633719 -1989-03-27,0.27918595134037083,19.02569888094596,3.998717747970528,1.2251361884036531,8.318222198562694,8.101522749152766,0.0,0.006383955325669599,4.114980083338496,0.05118905842809709,0.004498278988031038 -1989-03-28,2.0078063519518894,18.575197140618673,4.397888376362896,1.566164574106875,8.067796264135477,37.034608536101516,0.0,0.05159574438717618,3.768163876662953,0.06728614148352777,0.010784382499171982 -1989-03-29,2.9379251248132188,18.951059830483068,6.710648298329356,1.7220216623783695,7.835930302820923,77.02549758896005,0.0,0.10253643693058256,4.975114905471968,0.09218155737798425,0.022632813414965546 -1989-03-30,7.782432939683733,16.879153729263813,5.0489207374205165,1.4657675899707396,7.2297498823404025,321.2332357986739,0.0,0.4597302738092601,6.841509298612216,0.17035902325433094,0.08473362348635816 -1989-03-31,1.4383535456456509,15.23117480264049,3.4381557125160818,1.367484292725022,6.8054518050352035,152.5795162766196,0.0,0.10759047563871094,12.762019318116192,0.16542472689632734,0.07153984573896345 -1989-04-01,1.0087370030396514,17.520526271695605,4.4629056524907025,1.9693537862838708,7.593862593481531,102.36257391196429,0.0,0.0726593775814337,12.50003422761714,0.15736803624636447,0.05763254082326849 -1989-04-02,0.7386317318101391,16.341876991457823,5.428560588056931,2.089559172372204,6.912623522090658,74.51812818731091,0.0,0.04924905977144223,11.708544199642231,0.1450011699584046,0.04501497224373386 -1989-04-03,0.0,17.590535648109597,5.103606531444427,1.8469687304687123,7.508832595243349,32.523034460646706,0.0,0.0,10.941081617387244,0.12745619117688733,0.029302631226975285 -1989-04-04,0.21993897846777866,18.658713561430577,4.479080843884717,2.1126953837358444,8.057741134337745,26.882414105904633,0.0,0.01157925703734175,9.50961446424923,0.11334270842929862,0.020837748647192678 -1989-04-05,0.0032200144496015125,18.938994968047734,4.16533844847002,1.8595348560916387,8.215256211625663,14.347437320613052,0.0,0.00014686993330869855,8.368402563208754,0.09752373348747355,0.013586758112163883 -1989-04-06,0.0004045044141703832,19.38201239725832,4.5859962086395125,1.4086248565405866,8.337513344797054,8.915885116322595,0.0,1.576753093500882e-5,7.181885598719514,0.08366881561491166,0.00884674179290301 -1989-04-07,0.10060490026534376,18.666530481721086,4.876747185344343,1.6712053428034266,7.986926687193761,7.967887453603897,0.0,0.0033740668329756,6.149590229963663,0.07281054042640024,0.006272564630084379 -1989-04-08,0.4496231207126629,19.1980843149962,3.525325788435207,1.5810974625061085,8.391821521441212,13.184806750592765,0.0,0.013632779639485781,5.391232321606841,0.06804201028075456,0.0061589368582224135 -1989-04-09,1.1387371783229676,20.59642874500549,4.974198094894019,1.7118373008335817,8.78214598415948,27.173753432729047,0.0,0.034226779439272326,4.998418401529557,0.07149370621867089,0.009220711220009234 -1989-04-10,0.1757261327557544,19.70105895684716,7.903294404185805,1.9976697542513089,7.88096297578425,11.329421191175054,0.0,0.005021082113525449,5.210235812257946,0.06274280910620222,0.006766783558074978 -1989-04-11,0.7044893966017423,18.735202571664782,6.115864974099897,2.211315548427612,7.791151329747417,17.274848557559853,0.0,0.019014943588657296,4.657148875819022,0.0624594547932975,0.007300164123001451 -1989-04-12,0.2907458350745513,17.783018034803078,5.09319515005553,1.710787916519489,7.553255113907043,10.785494354020162,0.0,0.007497876867017306,4.644411495191771,0.0574912406443278,0.005893726254073909 -1989-04-13,0.03215325296101278,19.222645177690453,5.915113244744087,1.741614815817021,8.029403167017051,4.845403997170309,0.0,0.0007452629522127704,4.29578141998595,0.05041750791800931,0.00395001608037056 -1989-04-14,0.11785665757077413,18.382476336626933,3.415221516334873,1.9597416580023037,8.042495967573826,4.220238321235806,0.0,0.0023981283681578924,3.73283639872359,0.04485796628795919,0.002936425288712235 -1989-04-15,0.08148876830519136,18.733766104316658,3.943477084706468,1.5291057618763049,8.112658602834756,3.0153522128433097,0.0,0.0014679899272663777,3.320970118403745,0.03963634177143023,0.0021349980037256786 -1989-04-16,1.0405062995090646,18.928704829027765,4.777887193286982,1.5809785171864887,8.070886908203878,14.061109689853472,0.0,0.019249944643634942,2.930830741372286,0.046263387004264245,0.004320871803287392 -1989-04-17,0.604453591169624,19.21133475463861,4.871582021133643,1.9350612013108135,8.171489196391658,11.828374499529257,0.0,0.012080950450808592,3.4229313993134878,0.04691630765958247,0.004652187638686575 -1989-04-18,0.05455255536723483,20.33619251486783,5.229946344283409,2.000274961314417,8.590604572469415,4.482730469826442,0.0,0.0010211234476729392,3.464241493179624,0.040991567620787275,0.0031838366297368263 -1989-04-19,0.2368898042763445,21.354704280939075,5.999967756173133,1.9894115060745168,8.909203481704976,4.77721195403431,0.0,0.003958358785268706,3.0022010486624744,0.037733214816293895,0.0026752466067764837 -1989-04-20,0.9354744595047764,21.181361181638717,6.8541430467216005,1.6802360858457444,8.694144808536242,12.500215142148837,0.0,0.016105237724399535,2.746277217655151,0.042889913633784055,0.004193720167577708 -1989-04-21,1.6062507277966764,21.33966050368217,6.281364027771867,1.8717211909757645,8.850219670362474,25.869104183830924,0.0,0.03396363885151965,3.1345170252611063,0.05522673371695854,0.007901380477772741 -1989-04-22,1.1737013559661298,18.351489241081914,3.3090966681291634,1.7492257680572738,8.0071600900287,26.201014856254595,0.0,0.029107316029109764,4.021672698783775,0.06052258925710994,0.009575446188428868 -1989-04-23,2.968996281668569,20.14084755976145,5.078656451250378,1.4311542980645582,8.505746976596196,70.64815286743818,0.0,0.09578218798755334,4.481454474297664,0.0867927056130658,0.020817418515865858 -1989-04-24,5.263959404388906,19.352971030110247,6.344776860825224,1.5502148099518631,7.9623529055760285,188.20569910518637,0.0,0.258642170370762,6.356900149069223,0.1353751437638045,0.05293325234574781 -1989-04-25,3.2751543807882677,18.920334657456827,5.4881690693473875,1.5504725686872385,7.916602109499246,187.2473060910955,0.0,0.21025749285717632,10.006044165646951,0.15471696859500103,0.06647186879571972 -1989-04-26,1.1206426236945797,17.431062638106877,6.281730081591303,1.5504237904374245,7.125120137499877,105.126388708609,0.0,0.07420646967196642,11.437701647954464,0.14629620583478517,0.054569093653814266 -1989-04-27,3.3482432129726494,16.80829876471217,5.732717231233367,1.140961228628065,6.9575045194273315,194.1444092407668,0.0,0.23467351902027112,10.99181362617256,0.16705195061089292,0.07125442527937616 -1989-04-28,2.8416922256668413,16.921218338974622,6.306973819686393,0.9412447251132836,6.887915261392704,204.93694844681605,0.0,0.22127036823590585,12.584115613884086,0.17970021445880074,0.080074964247911 -1989-04-29,7.279365654052468,16.453501776258967,6.36119697855049,0.8026200580832263,6.665721770072317,526.2814365680763,0.0,0.704546260185408,13.549656580871744,0.24264400292775684,0.15940261444333673 -1989-04-30,1.389592053340861,14.28886123302587,4.019528238711437,1.1462869545606829,6.201996086461284,243.52863548352,0.0,0.149776841408789,18.33462101760849,0.2297737243810931,0.12656934680904203 -1989-05-01,0.8863458477123946,17.104210420816983,3.889981584731968,1.8172573298070973,7.381982975925943,153.01682534883858,0.0,0.08988492317268959,17.53322735266852,0.21457555343463872,0.09607700341932023 -1989-05-02,1.5188759685176059,18.889076689680053,6.617971304214856,1.6460276610903832,7.677005028395559,162.0016780521701,0.0,0.1429301105687315,15.99763717783797,0.2040555153876554,0.08430483442027284 -1989-05-03,0.18912806384467798,20.21854625244781,7.562357850723699,1.4755269364789472,8.08256511665977,74.12747194744887,0.0,0.01607597358948601,15.128684781160551,0.17844214591015845,0.05732628934668252 -1989-05-04,0.056236391269510064,21.58245350447971,8.74469022060894,1.3400348194858356,8.46313331018146,41.59776099066177,0.0,0.004102254182010809,13.134603409694092,0.15366435040421522,0.03794134883012377 -1989-05-05,3.5772856278001783,21.73570016741509,10.63893228828088,1.4205589648409505,8.108726002807707,193.68284445972216,0.0,0.2581419431879177,11.234740864158894,0.17255007743257167,0.06400395917725578 -1989-05-06,2.304592698201956,22.09890895244108,10.582131221991483,1.7740147027850832,8.29393825646716,172.51274227482753,0.0,0.1773456031177978,12.697224873807041,0.17476101498229885,0.0686670572058961 -1989-05-07,5.68359349115026,22.309968604386253,10.06098869330238,2.0883027475095703,8.510570146006565,381.36315747762274,0.0,0.49784823813348744,12.810127827533828,0.21543932879729,0.12050377576260392 -1989-05-08,0.09674515294475376,23.479965988567194,10.58166794693756,2.167295146051594,8.946183819827368,113.75091384888316,0.0,0.008519532852950526,15.69302915455043,0.1839401773201104,0.07973951907829616 -1989-05-09,1.6329268784822453,22.7858826781737,9.287233745074044,2.1223885240903786,8.88657698890339,138.41277137418817,0.0,0.12817083128269924,13.297288160538073,0.1739268939646061,0.07142258166870316 -1989-05-10,2.756534138508941,21.03878985551577,9.021459107013255,1.7716485302639629,8.131629159765536,193.9876127442313,0.0,0.2141226846377733,12.594748138205901,0.1788320421229591,0.07909608573482516 -1989-05-11,3.94314669716492,21.918024512732984,10.007238301319383,1.6809992785470282,8.321623575286662,281.97244643509504,0.0,0.33291973446510426,13.149897895525877,0.19912239352450023,0.10217978202963626 -1989-05-12,2.378282132417874,18.870762158026718,10.2800018404424,1.1595298261701212,6.773849467181927,223.83332803699332,0.0,0.20974086185905128,14.572130839645935,0.19746083173909024,0.09845038033147985 -1989-05-13,17.839986742538983,17.13948686395016,10.231553162582246,0.7691414153922916,5.904673034067485,1689.6476434666044,0.0,2.467407168235967,14.913318935873962,0.3815538295216316,0.43978576232913275 -1989-05-14,11.553116083185444,15.84421649509712,8.775361004720986,1.1422942018871618,5.7095524875620525,2028.2672846555715,0.0,2.4459738554009256,29.113214773415233,0.47373521388273887,0.6587155147372576 -1989-05-15,0.41574510223845823,15.13499673718415,6.822488870907466,1.361365191400991,5.915200384665116,641.9395754239634,0.0,0.09210875809405411,36.12645205116322,0.42569184924147396,0.4428177595897645 -1989-05-16,0.922328797076775,17.784703321621627,7.156125974613287,1.1876481880438672,7.032379347863038,424.0677094142221,0.0,0.18187209060350396,32.403954008034916,0.3882286250084363,0.3159462616144582 -1989-05-17,0.0037276145421128773,20.980377400717487,8.414817832973627,1.041932165257634,8.205522844116539,217.7876928398061,0.0,0.0006355733052726179,28.916906090993873,0.33690579665100595,0.20576294226164785 -1989-05-18,0.042142560022520134,22.313428340686198,10.5896409963771,0.9979457071142854,8.350238127736043,138.77776106744915,0.0,0.005993459157754719,24.544839874305723,0.2864216942347297,0.134854597251048 -1989-05-19,3.3208921932405167,22.554118989116144,11.581461209553698,0.8820591590767577,8.220326369860574,368.76209555865256,0.0,0.42949858978738487,20.860342125534896,0.28169500347470655,0.15318150984055298 -1989-05-20,0.5890813812835914,21.12720214378588,11.497280995896313,0.6997100296329061,7.531081350675348,170.4727596573338,0.0,0.07013797068998417,20.577372306861168,0.246574850837933,0.11039350554770236 -1989-05-21,0.0005264528391622958,19.992214021938988,10.75276812198032,0.7970034636508777,7.1707888904194474,77.88901675145338,0.0,5.442384141029046e-5,18.302551123477393,0.21321845830901406,0.07186927045064129 -1989-05-22,0.030629584028380542,21.137937907479472,10.715616854225797,0.8875156438202217,7.740274323438559,49.014818277117826,0.0,0.002740764970695843,15.965635345332897,0.18634565322250882,0.047200839163244905 -1989-05-23,0.3188982311640743,21.225729831575364,11.315324772306983,0.6687559182620479,7.6218518432457225,47.08433748304798,0.0,0.024756467011745553,13.807889868791117,0.1645675142320381,0.03449506568095345 -1989-05-24,5.364650206192073,20.86496753348716,12.200355088642562,0.8501783266500186,7.1789008448746605,315.6407283318311,0.0,0.44658988373884423,12.233944524252042,0.20501171025389836,0.09045457367695313 -1989-05-25,0.5885628851815307,21.097477311408447,12.020730502202694,1.0956529599075648,7.350657262155034,118.54064464394244,0.0,0.05150421958022677,15.35353431513034,0.18571463586327738,0.06672395439187326 -1989-05-26,1.545406410054165,22.47833988606967,12.834968576296664,1.040335435990466,7.815884632541385,130.79889041288118,0.0,0.12609383134204166,13.870525546691198,0.17958516711239342,0.06263380686529149 -1989-05-27,7.764787327190577,22.183124291658316,13.14454486648375,0.8402901919582646,7.565747867901655,538.9460471941236,0.0,0.7508594129284312,13.290139048902738,0.24527563318255205,0.15510110240217964 -1989-05-28,29.5808019289038,20.49715286119202,13.10074856309838,1.282875778961959,6.674871939486333,4022.337035431171,0.0,5.935273099502254,18.194171932277676,0.5565460906757829,1.0046965379730213 -1989-05-29,18.057080667844765,20.377866850569198,12.514495351783266,0.982800380667482,6.809940953752889,4926.101997163282,0.0,6.0075469423925725,41.3135564626895,0.6916277147935247,1.5687479958119674 -1989-05-30,6.355958392042509,20.568806067690954,12.882558175871804,0.6048962806257328,6.785579053253544,2892.625468425656,0.0,2.290417203712429,50.48138538470715,0.6621165628527521,1.3699310692811761 -1989-05-31,8.06421953298582,19.225133574460248,12.180526200706662,0.4726313795005159,6.301755830690597,2900.393581014675,0.0,2.8276566012632394,48.52833454576425,0.6592649286508112,1.3223132293178332 -1989-06-01,4.778614916407236,19.251664654903024,12.012659386651881,0.5288984300598891,6.372699401585697,2095.5736112168147,0.0,1.6206961659591954,48.89491677589374,0.6252602947080735,1.1075386970679464 -1989-06-02,4.943284913369466,17.83298076115694,10.387937453941543,1.0262615622917863,6.1667689436822615,1858.5118928426705,0.0,1.5769288348162913,46.45541368459891,0.5987600297520019,0.9610663482433115 -1989-06-03,4.6361599569000544,18.654747693757347,10.387903689039828,0.9935237992291036,6.579989629190163,1646.0147257878627,0.0,1.4096089713580282,44.80687438993798,0.5759778656674426,0.8402428123627963 -1989-06-04,5.415129705532883,20.653256855265926,11.386651678690571,1.0683078620084123,7.287496996690675,1665.0757526605123,0.0,1.5748644772030067,42.77943263533875,0.5614340123048492,0.7867549612638546 -1989-06-05,3.5178842783813287,20.396712268908708,12.970022061246574,1.465588386053366,6.65020407996084,1230.6416641319377,0.0,0.9496563315611417,41.082496928782334,0.5195642361965854,0.6567397078723252 -1989-06-06,4.061883766862559,20.912776649090187,12.876256533786485,1.8437725422288715,6.958391959402834,1163.684222476875,0.0,1.031168852098256,38.69935631625934,0.4981394876292568,0.5845173740521031 -1989-06-07,2.9813952113275612,21.2145332837127,12.856264627075193,1.6134541112561966,7.123331490255291,905.6778294918705,0.0,0.7051594587821222,36.90744439893687,0.46467796740594547,0.4878642829776211 -1989-06-08,2.22755963845509,21.360339953495284,12.648952187805262,1.500741492893909,7.264054514147417,677.1252462413493,0.0,0.4802619284033147,34.38286679747909,0.42648667417583,0.3907036920147545 -1989-06-09,11.676881585281386,21.822111433829864,11.736408227672912,0.8384752428811805,7.763630039528857,2036.379543665765,0.0,2.6800076437086062,31.538009526767137,0.5034242148886328,0.6624004954264349 -1989-06-10,1.9609901252845163,21.396322922275655,12.758681731075583,1.1576839810163155,7.2450389495633765,884.518600232563,0.0,0.45237736535698625,36.620142867720816,0.4494440709374482,0.500072726459792 -1989-06-11,5.0951729147145945,22.614020292859106,13.854641431667535,1.5940208145651371,7.536270994535753,1087.693750234458,0.0,1.1079689590946122,33.20072856706432,0.44612131699996055,0.49422848334425423 -1989-06-12,5.153679452115496,22.06969574988908,14.334600165231711,1.954139282627944,7.0741487489787644,1110.896831263482,0.0,1.1054062948821883,32.753232776880395,0.44158985564154446,0.49003395227137253 -1989-06-13,1.5953242776179215,21.172617492501875,13.58487730984818,1.6012240657767405,6.844835543226342,598.7273435108268,0.0,0.32221834231547875,32.758677607383575,0.4002008562834874,0.3680515740207879 -1989-06-14,11.543287713619769,21.306587943506273,14.030273838105789,1.8927248067738536,6.756807864442459,1902.2461383132948,0.0,2.508515329343467,29.908176591291795,0.4828814868369825,0.6215427929764392 -1989-06-15,4.667329059213809,21.179077080508613,14.212527916717072,1.9768921896708795,6.615324714686986,1271.1308845458595,0.0,1.1010483707142056,35.97437295951203,0.47344830460096804,0.5722460257360111 -1989-06-16,3.5788697608019766,21.80907454938629,14.345412364430619,1.982150475798167,6.919676854620673,980.1940222557843,0.0,0.8151311926697473,35.40291213232151,0.4541113592910163,0.4966210330531371 -1989-06-17,0.3081479587953959,22.7008567919379,14.149197370103257,2.0321327876763355,7.47746077436606,417.3885483212859,0.0,0.06303383328978018,33.77412277367165,0.39703537238186765,0.33287478363425055 -1989-06-18,0.9519774177537662,23.13330361009264,14.522687111139383,2.081790271537705,7.585496432635314,333.841398011409,0.0,0.16760973690576642,29.277644329508846,0.35215462084672655,0.2422068975417667 -1989-06-19,0.6438906629804217,23.61688881231452,14.264625479604854,1.8928998680026383,7.928622927014626,232.41873209439765,0.0,0.09872842638655066,25.974748401554454,0.31008911807095224,0.17269816798914261 -1989-06-20,1.0840496706389413,23.119454676291365,14.080142057897975,1.564276293869896,7.721463365542616,213.96299615359587,0.0,0.14547996550953113,22.75768117979533,0.27774001799161335,0.13456986444375174 -1989-06-21,2.036284819929609,24.38010506581271,14.177095228958864,1.6128415864162342,8.355378670636485,260.2818518460107,0.0,0.2506736152321949,20.505420850289084,0.2625956050625475,0.12576741804204503 -1989-06-22,4.489458514335516,24.473319484786405,14.46920499888716,1.2984500935747405,8.31556765761991,455.81547788511324,0.0,0.5491365612532304,19.146352114679758,0.27534118686812936,0.16548283181761111 -1989-06-23,13.241898889579618,22.86899477841043,13.843450663852297,0.8669183777718525,7.661294426474156,1493.5218510336927,0.0,2.070842469475723,20.07950365640448,0.3881717732946743,0.42303790396018975 -1989-06-24,7.763024551278093,21.687550903637174,14.49407111548258,0.7139444255245119,6.788803517174212,1382.9211634417304,0.0,1.5076887371200804,28.5261362025174,0.42274414655075776,0.5049456757223822 -1989-06-25,5.56485115735687,22.80289363850435,14.420021932644982,0.684311397521702,7.434249148358028,1180.8346571684938,0.0,1.1561536511967603,31.59041429166873,0.43283367969517916,0.5047373754814386 -1989-06-26,8.854560405756683,22.307343115376106,14.094414315259018,0.4677232660658132,7.27496798892373,1684.7031451260602,0.0,1.9620746675073057,31.876466451439157,0.47448887847538146,0.627315162266025 -1989-06-27,11.82213460263943,19.641957101722372,13.710958157751216,0.4353117678329664,5.92005833268597,2500.6775766872934,0.0,3.0200855223728666,34.968431444996156,0.545078406321803,0.8682053227534304 -1989-06-28,5.873912027230578,19.462248410973142,13.837983862137785,0.8580756650004301,5.7602006324357875,1824.1110316794245,0.0,1.6450644640023917,41.19003874186371,0.5482631531815383,0.8156462263314423 -1989-06-29,6.260763613705686,19.835561137981703,13.543608873505125,1.0586429091745408,6.099208964619184,1804.4491898683348,0.0,1.7818265781125877,41.56931013771796,0.5571879670816192,0.8022567770722643 -1989-06-30,9.328837098313477,20.173821619699787,13.436217022833073,1.2808325809586592,6.332389803877058,2460.7456015404787,0.0,2.7966205714993233,41.89964385406466,0.5967771094579469,0.9480582517606385 -1989-07-01,7.993169089057747,20.53774187158648,13.654388929395829,1.398152879944815,6.454154915967972,2435.6214999589006,0.0,2.5224143143536777,44.49657653725926,0.6114699887387978,1.0012162056660976 -1989-07-02,10.080941115794783,20.820373446556246,14.107126933676549,1.5567384950709908,6.440936075987019,2999.6111420306943,0.0,3.3501636310156577,45.403996576235414,0.646361947860313,1.161856596879887 -1989-07-03,13.995676235679069,19.935414843677925,14.084246299887052,1.436162297273614,5.935712723451934,4366.197818842028,0.0,5.209997077390183,47.84527906945245,0.7204052485456581,1.5496130586383332 -1989-07-04,7.16608405126246,21.30193065788267,14.217007023180175,0.9865506677724096,6.672247563189625,3164.5812590529827,0.0,2.8134684433978174,53.519753651921846,0.7069489107671697,1.4371174027018718 -1989-07-05,6.60674787393433,22.40442134145057,14.070670018577523,0.855511886327831,7.333791993501163,2730.342951372818,0.0,2.460509563171227,51.6702701866677,0.6788877932641523,1.3101448142740908 -1989-07-06,9.046872346050156,22.017829576690048,14.328416286229267,0.9915970157485038,7.032113054093064,3133.9567657534685,0.0,3.251806149107969,49.00531061950101,0.6762686166726409,1.347978221802248 -1989-07-07,4.338257697360127,22.611034936702875,14.853015700543486,0.9658206323623696,7.173356814824091,2040.9363416126048,0.0,1.4740814071828714,49.19008726459505,0.6235689676248449,1.1019211379849838 -1989-07-08,7.381228547611172,22.598800223003092,15.505708784743906,1.0171892185653528,6.919447583458029,2366.8019029995407,0.0,2.3707348490367357,45.47678878324577,0.6157601046907972,1.0782782737160674 -1989-07-09,6.265585999960605,23.092742754346013,14.902915088547838,1.0385188969253314,7.424541658449538,2133.0296048671476,0.0,1.968671302333446,45.21148607218134,0.5996730276489913,1.0016677656976642 -1989-07-10,3.2656601447107216,22.49538405990994,13.35918140774558,1.1688594515324056,7.614082277743003,1392.963004379796,0.0,0.9424355176760595,43.5845477673776,0.5457731936512161,0.7955383670712115 -1989-07-11,23.002829093408014,20.66449565366829,12.83337276627262,0.6044321093592987,6.817265181170221,5711.235207421549,0.0,7.851767252093435,39.69446190648159,0.7303809794504735,1.7134056434571112 -1989-07-12,2.9783415570231444,19.044116929326922,12.960831645009895,0.7201251303037575,5.879143191528826,2291.3303180283224,0.0,1.0956836377574337,53.01788211033885,0.6523180832129997,1.2821805640001067 -1989-07-13,3.997719498935428,20.731606489395173,13.111625484113866,0.8287052286014691,6.759435150324305,1810.5323855178858,0.0,1.3423428974894769,48.900675599096886,0.6162304783332185,1.0390308209969137 -1989-07-14,5.569291982182535,21.76485892658459,13.728338227131493,1.3482518667811751,7.107335533136967,1899.936457577087,0.0,1.7428737247242845,45.41319545093784,0.5939114515536164,0.9417385017520656 -1989-07-15,3.978907165258304,22.446469614909173,14.174171454637179,1.4047942110890503,7.325959062014876,1476.5907911974057,0.0,1.1573172832265448,43.50968782771303,0.5532099708064633,0.7892461561305887 -1989-07-16,6.012559244197742,22.669675119568144,14.407669248747757,1.2652307145303998,7.36853722343089,1669.2633336981824,0.0,1.653514190173591,40.474321653655124,0.5415406799925545,0.7655341155765681 -1989-07-17,6.171727336651293,22.087950399745043,14.712637663991194,1.0270411412222085,6.936259173032114,1684.553461550813,0.0,1.6603322564179015,39.62176221733068,0.5334631404242214,0.7511368429495001 -1989-07-18,3.841842765145136,22.525615615516404,14.511568744782961,0.7136603138652556,7.254968533615934,1242.0812505687272,0.0,0.9935850245903501,39.43969983011056,0.5042006595293872,0.6402427793651738 -1989-07-19,9.16207276360562,23.48707222689388,14.95037545911463,0.9143065589250972,7.6332347387033055,2046.1694630713446,0.0,2.3939329342784443,37.09448484331111,0.5388575696357691,0.7812796123163819 -1989-07-20,3.154484728952549,23.54658903409873,14.878005171757493,1.033674625356818,7.6918015777359905,1176.1568328701283,0.0,0.8018011663540703,39.19798186150655,0.4933775532747888,0.6306623799098813 -1989-07-21,2.2730694532127202,24.27483868343395,14.981191148736825,1.0100170059391649,8.055037900493723,805.3693353645397,0.0,0.5163421495643163,35.975481178009765,0.4455697116585547,0.4891522882851147 -1989-07-22,3.3889853162822736,24.00289245261962,15.098892251586205,0.8126243537002414,7.869461470054265,807.2828068361355,0.0,0.6959375196581488,32.34276727993062,0.41625071901033056,0.42438191783676316 -1989-07-23,17.778210446394606,24.44571536303212,14.7242122312499,0.5406642399660129,8.231763360851042,3155.096446171461,0.0,4.341189344281343,30.398638374506316,0.5612276617933775,0.937262891793786 -1989-07-24,8.651761129672309,23.193486831975235,15.195906590853347,0.6968590068015632,7.389749314653194,2466.1401935142817,0.0,2.4507487809464976,40.18529156155733,0.5689185897706089,0.9832767975470432 -1989-07-25,3.181664880578824,21.562329565752922,15.691158242891586,1.0348110826032482,6.235615765892418,1366.9965973269025,0.0,0.865123442612147,41.504766054358356,0.520566657249399,0.771794805635584 -1989-07-26,24.065272867764055,21.46770892148055,13.451414423772425,1.3021271925585798,7.0542359043492,5930.953720168272,0.0,8.214488279734919,39.129783757114495,0.7361796118780985,1.7531793357771455 -1989-07-27,7.720401087398276,19.454403266892797,12.207264119981813,1.0331123413482544,6.3988319583232816,3594.6917679216194,0.0,3.0192990417023147,53.077382292222765,0.708253002084309,1.6009702307923939 -1989-07-28,0.8413947351150313,17.958302686344798,11.105253641737056,0.6030266053549415,5.9834092026320445,1446.6798853304606,0.0,0.2944349606094363,52.10433357238428,0.6167818781678797,1.0869884470295181 -1989-07-29,2.3264943466998367,19.03759880072343,11.112534942351338,0.3902410201648969,6.544048550274323,1206.4644433420267,0.0,0.7132172090331372,46.27799129989899,0.5662093412028256,0.8161762468568189 -1989-07-30,8.27661727913419,18.8437150787236,11.488006351347366,0.4138446087703336,6.323540306022587,2182.0537246277618,0.0,2.4601020882917446,42.122552113023644,0.5871161914188506,0.9058792619833358 -1989-07-31,5.980497229639606,19.886439337569715,12.298370183746636,0.8695971216668485,6.60481373806927,1913.8199327998127,0.0,1.803458441893926,43.82151871320256,0.5801597581465714,0.8642880131530936 -1989-08-01,2.4090313953180438,21.837469461149944,13.518523084907551,1.1993876473647065,7.24099957846924,1120.5608786983717,0.0,0.6768042168500283,43.05024275032636,0.5295697572589191,0.6656643153415652 -1989-08-02,3.0153430265949863,22.352174369720068,13.990178556481636,1.1161690774980002,7.362602836388009,976.5361783578551,0.0,0.7580092695524838,38.89620919801028,0.4882411995145176,0.5487342922808209 -1989-08-03,11.409417788259466,21.558991259634613,13.264261162866228,0.7892048570656045,7.180078328825542,2348.2081509061377,0.0,2.975037340926887,35.87688724193545,0.5508534297376331,0.8101936185805763 -1989-08-04,8.57586238525036,19.987007484787394,13.411123026194424,0.4909042917308016,6.265421493137232,2300.251693626812,0.0,2.44420140039076,40.444145603422584,0.5710498950823892,0.8995637375282648 -1989-08-05,3.785828772448691,21.411131661267152,13.701236942665671,0.6008743651466251,6.954774678927738,1443.0675690793078,0.0,1.0749011099374455,42.73527794427307,0.5419393876035102,0.7492432869330785 -1989-08-06,3.6599056288501366,21.65992442527288,13.853066039188544,0.7947893265138751,7.040147461398231,1189.1416126795827,0.0,0.9602164908609616,40.0227035437,0.5088728135391939,0.633929311188308 -1989-08-07,16.236284829643132,21.230377936973344,13.890204662273518,0.6582577987559832,6.7909175300947595,3589.993220227637,0.0,4.770089700581757,37.6048217962683,0.6272124291972968,1.1389748114483647 -1989-08-08,11.160568497271935,20.623286326981187,13.809605196466448,0.6942498410073786,6.481280305822039,3527.4092112297735,0.0,3.8341573325326372,46.13783176797767,0.6674875587009329,1.325226165592625 -1989-08-09,8.499467284244215,20.9581083868048,13.735940197479124,0.2942127890819746,6.699804094228363,3100.561913277421,0.0,3.05222048495526,49.2490424710681,0.6727310294309925,1.3274056068787567 -1989-08-10,3.6309827012972784,21.408131790426204,13.253934067787444,0.3908069101796372,7.1181425247610814,1861.4773965698603,0.0,1.2274225725002816,49.34694924908483,0.6171570287980824,1.0509718811581685 -1989-08-11,0.2985124522082751,21.85486201190029,12.925832496863274,0.6178667124186021,7.463794577034094,826.4831549130834,0.0,0.08620355853076606,45.09755705332996,0.5288334660059743,0.697259064210654 -1989-08-12,17.157975643282832,22.71517310398182,13.540275934372124,1.0720184839554228,7.727100926665721,3897.639946077473,0.0,5.2541875472453725,38.649593395122054,0.6501203845488612,1.2539105528075656 -1989-08-13,17.943215006441267,20.321782739217067,14.006255663138536,1.2035352061141908,6.241199628302172,5581.7306575029725,0.0,6.827304700348623,46.65329955670099,0.7525056477447758,1.8557948351849711 -1989-08-14,15.214037096712598,19.943124173619395,13.773057590171351,0.9111190859227326,6.117168976808194,6133.040643052519,0.0,6.896952150840793,55.23322772257174,0.8206629259054651,2.2581980676773767 -1989-08-15,3.2251012096827267,20.606509858283733,13.856643106664135,0.7057896802203906,6.469496588624872,2817.78740290861,0.0,1.401768440545439,59.70576855713441,0.7331020138978418,1.6834207598806707 -1989-08-16,3.295780254610834,21.12915736053187,13.812962761756387,0.9969295050416492,6.78406328265025,2018.0049047562254,0.0,1.2368071435785537,53.65633533001544,0.6634535766872154,1.2841499526333757 -1989-08-17,4.809526575853433,22.777992692467908,14.053030989957733,0.9465551388738472,7.609811624538003,1974.5456740783616,0.0,1.6203684503807887,48.620635954548106,0.622425208789665,1.0826462980822764 -1989-08-18,1.8632917867100065,20.870067916005823,12.916381008530793,0.8659948987603321,6.963031424873305,1162.3460057401599,0.0,0.5473409154148772,44.934325997851346,0.5451605542813166,0.7880925958108158 -1989-08-19,12.904079695554225,20.452448293345952,11.798611563793099,0.33690673458682635,7.1051865725173835,3091.598414266353,0.0,3.887009699697858,40.242599402023345,0.6191228187817088,1.1048658883555984 -1989-08-20,2.8861495505673047,18.74364285198055,11.480965963758047,0.037242580585208164,6.317267728919527,1514.0185965697756,0.0,0.8670747876725229,45.24580482830026,0.5607046719477035,0.8512407101769776 -1989-08-21,2.50201340882203,21.020864724327847,11.56217327455168,0.3552777559534803,7.47077533411922,1067.6767798504484,0.0,0.6822523047066791,41.94619888996494,0.5177915714678609,0.6580006861870955 -1989-08-22,1.2640130286910571,22.52872281150742,12.27883044761175,0.4885515883486938,8.03409295662507,668.8193477486869,0.0,0.2998996338005535,37.87060606863197,0.4558918092134847,0.47399167028199185 -1989-08-23,2.466321414757441,20.93887932238511,12.572591001679013,0.36354057122162814,7.127899668887422,663.2714892341897,0.0,0.5112291113632597,33.082706927349236,0.41412210519695714,0.38638848424065836 -1989-08-24,5.972431379259295,21.16383883707292,13.015847092334928,0.3833412185859093,7.105412618039715,1075.6587212916847,0.0,1.213817019228725,30.736915748542366,0.4276390332436918,0.4363423156476825 -1989-08-25,5.4426486605546796,21.35103821917295,13.504032820917894,0.30751099033540064,7.043557129153663,1097.4367079414972,0.0,1.133726214885593,31.729717395219872,0.4330328901827028,0.45666490393610193 -1989-08-26,5.069618092805171,21.1023260382883,13.23117920732043,0.8229403793557426,7.005315559644661,1064.1422296316293,0.0,1.0647215367548304,32.16230832842848,0.43372672810403373,0.4593869721118057 -1989-08-27,7.336678035688268,21.845868083660736,13.201604559936259,0.9611336814107736,7.4196317626241886,1414.2856930660803,0.0,1.6043694504217987,32.23913188116479,0.46103138347185996,0.5433282775288759 -1989-08-28,6.050482522169687,22.363327292392306,13.876386541926479,1.2815518246736337,7.479333597544415,1344.7816591644075,0.0,1.3669040316596002,33.900230551307345,0.46539875134959774,0.5618125040759765 -1989-08-29,8.071227755587723,22.61133117387491,14.288975110548884,1.363439220414685,7.478066818580782,1693.021889894481,0.0,1.8989879273581298,34.16603953145119,0.49203555940675725,0.6548625002938876 -1989-08-30,7.362502386357947,21.746088021635856,14.179957946852449,1.1424855851879938,7.037747350141242,1728.8124566844804,0.0,1.8152036376779757,36.0528446084081,0.5057593901668771,0.7026762786487294 -1989-08-31,4.560667461716728,22.12422209027957,14.008531924076369,1.001237144673676,7.313436607529762,1304.261697268328,0.0,1.1215398628204651,37.38535283189168,0.48864272917547735,0.6281802440249431 -1989-09-01,4.362890376863721,22.667730535425086,14.121881610804154,0.8210508373951101,7.57715716594788,1151.1886453364875,0.0,1.0233816612753408,35.944545986301776,0.46955433608954944,0.5647407905407789 -1989-09-02,11.66910844912815,23.46336146184023,14.154714974272105,1.0518061089871018,8.002535304543068,2342.0090112491803,0.0,2.92299695461298,34.38659837221703,0.5365177940067168,0.8126891790433589 -1989-09-03,11.75348262883607,21.93761037216463,13.968488502028006,1.1357553633457385,7.234862014614729,2885.0294527487695,0.0,3.3394985423893306,38.70845061723522,0.5878473478111655,1.0375104460220492 -1989-09-04,9.487020299859592,20.418718630543093,13.54887235256092,0.9300624794077934,6.538537373376273,2798.4959353184236,0.0,2.933068171224347,42.96327559433415,0.6110104260762372,1.1219734960971084 -1989-09-05,8.058423797353912,19.291087983499047,13.565338278942358,0.8491540325160067,5.8769360772768255,2613.7879101342455,0.0,2.598548920554565,45.28311637218755,0.621392818303666,1.1260194742288123 -1989-09-06,7.6223790464357375,20.051278570279106,13.552004915248427,0.8003462694089468,6.332894733849912,2555.11866874714,0.0,2.5369600235338137,46.71984341668566,0.6330500893284212,1.1192753964190965 -1989-09-07,3.2747398869176347,22.16081765971801,13.460012216565694,0.7357393776967719,7.54491950913465,1566.11043807728,0.0,1.037633390701222,47.042342129701744,0.5861599290861383,0.8865906896203917 -1989-09-08,5.421536340148312,22.76589646451568,13.597190545680958,0.6771143174262563,7.829939316781634,1672.7927706022583,0.0,1.5665056217160442,42.54023071764473,0.5587221049137199,0.8156524917766441 -1989-09-09,4.297130256205324,22.09505883402819,13.406431164150245,0.6143095898785956,7.534901871866378,1378.489584189687,0.0,1.1500289184175996,40.38840995547384,0.5205562809266706,0.7060603284672676 -1989-09-10,1.6327854147657193,22.090216687887988,13.045843667645162,0.5169951889754049,7.652159919109107,789.2717545358041,0.0,0.3912766614268919,38.00937249784327,0.4618042926893393,0.5191897409547742 -1989-09-11,1.1668313452895869,21.404542025292272,12.746616117250936,0.5826057182017944,7.386603274073933,524.531902579609,0.0,0.24225094184550455,33.78169815491622,0.40712670036667187,0.37485440406684745 -1989-09-12,8.167435535183012,20.671549820267177,12.938157657774308,0.5328177116360211,6.930630057461848,1360.7751284677483,0.0,1.6848015353221957,30.06238020390551,0.44535146285308835,0.5005485218962998 -1989-09-13,1.4779187222578305,21.18648758319777,12.889858648305552,0.63934319416152,7.230908701551707,621.8872377686771,0.0,0.3017487767849698,33.13300412435996,0.40319381149086625,0.37177927091682095 -1989-09-14,4.852148101029075,21.586831427368804,13.336680842612465,0.3504070281995151,7.302291921692442,880.1543994366234,0.0,0.9384154516289502,29.878868671050707,0.4045928243908835,0.38489844728479294 -1989-09-15,6.645036106809906,19.669321577414397,12.61028075102123,0.15436340418637784,6.504975823595735,1175.0959214281957,0.0,1.3291584536270076,29.93410810741775,0.42612225747831367,0.45293480892538507 -1989-09-16,3.754738410858806,19.585705562755088,11.88264791111765,0.0798746773908377,6.717745092234783,877.7479268969367,0.0,0.7676994514967035,32.0310009587611,0.41687962835887726,0.4117328552429133 -1989-09-17,1.8373265322113688,17.972898716285208,11.955855034770394,0.14677936427141872,5.804168276664297,549.3816731219845,0.0,0.35301800326962285,31.210147521430166,0.3849806918724019,0.3217709433846291 -1989-09-18,0.6669827014878654,18.029291453338715,11.69822547648874,0.31933343248493723,5.938744776264519,310.5138569951561,0.0,0.11748282245491148,29.431683473188823,0.35062907711358543,0.2273462561792291 -1989-09-19,0.36907822415176944,20.07536520372013,10.679192762752402,1.0087122899598495,7.3527743821072225,194.63030317968443,0.0,0.058170913854939166,26.771784459423237,0.31617266956550366,0.1568491084809101 -1989-09-20,3.188384691527189,21.690666930075633,11.232053389720152,1.193458540678072,8.015355473585284,409.13390965323504,0.0,0.4638583730891406,23.47932618827787,0.31066077148577864,0.1727306875074081 -1989-09-21,12.965003386358724,21.4340079252478,12.118689194801094,1.2818922323940942,7.638470995428356,1605.5787009608787,0.0,2.2440522331728587,22.75723601408964,0.41613989672232743,0.45412966268284827 -1989-09-22,4.976013952225781,20.838095534450073,12.790204241400735,1.0045400483464568,7.111669847377516,1072.8171690597264,0.0,0.9872904189240899,30.543869077944436,0.41378258205107554,0.4459466176473544 -1989-09-23,7.333123467556222,21.054196584381103,12.238841268994735,1.1533018375200093,7.411251767589966,1353.8854556142446,0.0,1.524910471622368,30.723060895587984,0.4433287749123005,0.5224804351145681 -1989-09-24,10.358729373721474,20.167744308784425,12.72273009372608,1.440480340265596,6.7750057719601555,2008.0039190399418,0.0,2.410054607218253,32.64343053971622,0.5009460404934851,0.7070766239069146 -1989-09-25,7.860706839067335,20.0215838598769,12.255524909248349,1.4795934271664355,6.861541611531228,1929.5014554316374,0.0,2.024172829999751,37.258984350583944,0.5256138457985119,0.7684838656501646 -1989-09-26,3.9556892935560812,18.936538360093447,11.735370171152713,0.8012068182309492,6.454774703794385,1288.7011794371456,0.0,1.0100330018779902,38.94817223263766,0.499800930853042,0.654039323358126 -1989-09-27,2.6843194887588195,18.40598011470763,11.50152613204196,0.6737133198164911,6.251132703883076,913.7967290613332,0.0,0.642453947659102,37.44041716876017,0.4674260082491067,0.523571964039143 -1989-09-28,4.165663797359701,19.712673863681086,12.092858648707221,0.7077280034842771,6.761207434004827,1005.7037928680727,0.0,0.9528850560054449,35.24365482876915,0.4590918726883824,0.48591156727388546 -1989-09-29,2.6590268797641605,19.884725799161128,11.55997726259019,0.8271839415814304,7.033324198249631,750.3298299649382,0.0,0.5748990715801816,34.25168281298668,0.4299847707558994,0.40384246897447384 -1989-09-30,3.627755645199416,20.881797011109768,11.676866483483375,0.9599307850256116,7.523095071868741,782.8274300612776,0.0,0.7380472897558672,31.948940379131095,0.41444441495738693,0.37526106960405403 -1989-10-01,11.233877284432348,20.746930722488607,11.952535284188965,0.4192906699090437,7.372938238267888,1907.3736405588131,0.0,2.4759617740280877,30.498890882031954,0.4861584863157072,0.6212790760505991 -1989-10-02,14.945520469648619,19.57129522635326,11.896704604679835,0.5319504211867845,6.767350804375934,3222.318277221672,0.0,4.0884663562931305,35.721087345656464,0.5902316679302891,1.0269528792746676 -1989-10-03,2.936930318529268,20.087201933068567,11.370977030369199,0.5980202225570497,7.215184153581628,1468.2534706905028,0.0,0.8439607802342026,43.59582492259181,0.5420750850239927,0.7970035540853939 -1989-10-04,0.9089780790641792,19.477486275189932,11.055730508929763,0.32161711038225604,6.998554678417937,735.3633695019809,0.0,0.22743844762105658,39.797236232568366,0.47419982912345304,0.5534427180978287 -1989-10-05,4.860837489173613,18.600573117617927,11.185730400023985,0.3707589309710818,6.496526712259586,1110.9752957521293,0.0,1.1213440812441933,35.16107621319664,0.4662281904567612,0.5310063994464211 -1989-10-06,0.6359185557077212,17.676036513185288,10.924599443130848,0.3713118637053929,6.090277139626508,500.9705080485995,0.0,0.1361515564294209,34.969246769987315,0.41477606303792247,0.3663912945462999 -1989-10-07,7.1790408575063385,17.79554441837647,10.858688237023046,0.4046504537002408,6.182139915325361,1248.9243325114742,0.0,1.5268518745097648,31.47380435397639,0.45027946971680183,0.4709892661455494 -1989-10-08,7.0828744761643945,16.34160058304788,10.390710227013827,0.563947298366054,5.557967259720167,1463.395751356874,0.0,1.6338380246906743,34.03548434334867,0.4790010335222434,0.5553678514031085 -1989-10-09,7.171956454870634,15.572674915790005,8.469303743132105,0.4917579034093596,5.813691087225734,1635.3152354600998,0.0,1.794314759654955,36.636719820233694,0.5103414099071004,0.6347292982028993 -1989-10-10,4.106365785917548,15.498059169579728,7.656052296746008,0.17582141618165886,6.021090492521844,1207.3820635815957,0.0,1.0445827845307338,38.745522006731505,0.4991954720555935,0.5722321012208813 -1989-10-11,0.03822597238580161,16.26099444522067,7.740816714404522,0.38270388555117296,6.37033648887858,447.4010671817624,0.0,0.008865706214342906,37.75412320244453,0.44025527364644,0.37384613772856345 -1989-10-12,0.0011614858923053206,17.835647883985327,8.203495849445964,0.8139934260664775,7.008930569035768,249.24282176091077,0.0,0.00023141791682731007,33.16245959699862,0.3863337261045122,0.24339150168935145 -1989-10-13,0.10278966583615974,19.22049326185761,8.714402605757769,0.7976237502267541,7.5495457709449925,170.2376359817879,0.0,0.017475471513969068,28.793136273947734,0.33661796791291776,0.16109732689901052 -1989-10-14,2.955898359959594,17.78732041655139,9.171206812919072,0.7786537534768821,6.735720076389948,402.638628398273,0.0,0.45424268848135085,24.868453070490435,0.3241348505852041,0.1740319479991081 -1989-10-15,10.218299448365546,17.70882677030615,10.032188203805227,1.1928919927377506,6.441182712761777,1304.7219982163936,0.0,1.7833968912843758,24.3728236329258,0.40296315763387514,0.38483514112733913 -1989-10-16,19.128507569042576,18.27087069550979,10.440737508233603,1.3212393774193285,6.608783691437043,3469.8902854845182,0.0,4.766766133996807,30.3696169065193,0.5766196283582014,0.9763201520536906 -1989-10-17,1.9972740990691005,18.341539043295093,9.582655987969028,1.4213866242302742,6.908167846330793,1281.9648059728218,0.0,0.5539078339818087,42.796632150656556,0.5218186718808142,0.7198791824387254 -1989-10-18,4.477626237994173,15.912130406666828,9.116380275640342,0.6639015961331428,5.810932606178162,1268.416956155883,0.0,1.1417072013707141,38.637751440268936,0.5022649507788517,0.6424493010782883 -1989-10-19,1.3658627813774349,14.250061299788914,8.108436317444959,0.4127266779117672,5.283953106180475,702.1921618768217,0.0,0.3274187938505524,38.15384555696803,0.46037783807610816,0.4680586481441936 -1989-10-20,0.9924223373954384,13.011087291308028,6.854863318771866,0.22784739796750014,5.06562210763668,470.8843267172999,0.0,0.21715731993492615,35.454612451025035,0.4245832721365729,0.3377495911693273 -1989-10-21,0.422794672719136,13.523074108534301,3.136651368076584,0.1983805954373868,6.202932902331672,289.20221649889544,0.0,0.08410232859765981,32.9048651174729,0.3882446659520821,0.23266493157716173 -1989-10-22,0.06488813205149738,13.819400490690231,2.0247128672149453,0.3291593714143154,6.510622865707425,164.79850988480055,0.0,0.011298197705671226,29.429920603823984,0.3435945469039651,0.15317425271176463 -1989-10-23,0.10178645885644894,11.023577233044353,1.9020931837713952,0.5107072334439641,5.40372635785802,110.87125860997072,0.0,0.015401698683266962,25.9337465312065,0.30329632720225147,0.10205437547637704 -1989-10-24,0.04869413706060502,13.171763954253993,2.164632174127394,0.7932329602397797,6.234454335371396,71.70961846582087,0.0,0.006590044645013254,23.455820026559657,0.2738116719646264,0.06743603353015476 -1989-10-25,0.2126175599144992,14.977176070415675,4.499756699508223,1.0574384594268162,6.58071010538184,60.95959388252178,0.0,0.025420265078402948,20.84596318564151,0.24531820411193145,0.047768299221487835 -1989-10-26,0.7894492784370419,15.358844721392545,5.296949748801741,0.8537759798326121,6.590588934345594,87.97471146594432,0.0,0.08476224299198365,18.566672514209944,0.22548571027257072,0.04400122135516558 -1989-10-27,2.6702878997989803,15.62551055479476,5.942773242881378,0.5490308303406539,6.5737165581701715,215.1632770216362,0.0,0.27782239844704115,17.07509106347568,0.23002029269243413,0.0709452914258771 -1989-10-28,1.4004669111523416,15.55406894068523,4.307983809713882,0.6135871906815529,6.876879489781731,156.26245729828318,0.0,0.1432522006500203,17.42144401489015,0.21926251546205866,0.06799431407605686 -1989-10-29,2.7949861700812386,13.855463075306506,2.674622116703869,0.5970205776134274,6.448471813959362,238.28940999858654,0.0,0.2823579339711566,16.51220421068528,0.22491569246214865,0.08725426939797057 -1989-10-30,0.4601708260751365,14.199480118838537,2.6730208321451108,0.5952708395643571,6.593946677079946,103.18036302948327,0.0,0.04482587016456696,17.080978721887092,0.2043425127817794,0.06362382936403548 -1989-10-31,0.5910794018276898,14.839604489361305,2.9222753757285207,0.5614398464786868,6.8221146668991555,79.41814832625153,0.0,0.05218840415542292,15.484901418048258,0.1872742893607428,0.04936257809804892 -1989-11-01,2.1290908758659013,12.513351413883221,3.279719004303322,0.7535764354380132,5.786554946577182,153.487573012957,0.0,0.1807007250883066,14.135509180245416,0.18947157572364215,0.059647073152832505 -1989-11-02,0.7681766575465737,12.805305449213881,1.9106773698730763,0.9577530138319168,6.157014737021071,91.49795672502874,0.0,0.06419959362015926,14.596820324472734,0.1789918091516999,0.048602777747123654 -1989-11-03,0.3014377905640026,12.625228446052079,2.1356056488647037,1.07722887676322,6.050031182671429,51.33219135611039,0.0,0.023184883144573953,13.69379856251954,0.16303502547221743,0.035168364947458335 -1989-11-04,0.1164289880628624,13.264271179071786,1.7157647201090631,1.0404412851124285,6.378982359591289,29.862298462150296,0.0,0.008089209756917418,12.505512242276396,0.14703706733354294,0.024124654353492314 -1989-11-05,0.04065594673810345,13.52094275597207,1.7893951154129932,0.985237042176328,6.474636231239059,17.940328196618562,0.0,0.0025132863545736933,11.211388215296877,0.1310786942278186,0.016086701101154517 -1989-11-06,0.13313664365043407,13.344969815253961,0.5597985337820811,1.0447934367435845,6.575853776382498,15.451177225411033,0.0,0.0073319187766743565,9.980790921169653,0.11782040664081396,0.01158807928869153 -1989-11-07,0.0013256924372817016,12.677154292686255,-1.9264063517804668,0.7216406390059438,6.583482908904441,8.024934073497475,0.0,6.484423469060993e-5,8.95714260038219,0.1043600886375939,0.007553168469874822 -1989-11-08,0.00028466173301620515,11.178509711706042,-3.2863915449769867,0.5332863062310036,6.151105945242579,4.96225191509721,0.0,1.2292398036000383e-5,7.935892992169217,0.09245109502355182,0.004918629374164667 -1989-11-09,0.0,11.869844440711901,-1.90319972959892,0.7338216859401648,6.2915806088885144,3.2049610890169786,0.0,3.552713678800501e-15,7.091965418925205,0.08261659421477396,0.003201796547001153 -1989-11-10,0.0411375806669229,12.437891534547267,0.4800957193002877,0.9682485064001228,6.2450563406442186,3.0068857459205702,0.0,0.001412113728572903,6.3221038338577475,0.07412745307972762,0.0022992342437230767 -1989-11-11,0.0,13.220596104634776,0.6228036052432655,1.2608126410965341,6.5353855671712555,1.5786066121634732,0.0,7.105427357601002e-15,5.678896524841113,0.06615529857611624,0.0014966934286553496 -1989-11-12,0.05009078471070389,13.382913451362985,0.803532292935428,1.067789756733157,6.579022593113139,1.8739224682460534,0.0,0.0013674993474412436,5.040945717487746,0.059307127430758756,0.0011824990549194501 -1989-11-13,0.017749274134036458,14.007738478056948,0.8593921612895761,1.0293902554489485,6.821297467282778,1.1317077857648417,0.0,0.00043204623987400104,4.516177874279175,0.05281718075221089,0.0008355367298548104 -1989-11-14,0.2236539260122549,13.420749272087647,1.3134977354145398,0.9998044280047168,6.531433866166767,3.805417904100143,0.0,0.004944971294573636,4.003899360746393,0.0492481327505408,0.0012968400716294045 -1989-11-15,0.6960282293986989,12.944888170505244,2.4335140021536477,0.9391420239189381,6.166441544696968,11.154350642718393,0.0,0.01534019429535205,3.754678135169823,0.05184771498031291,0.003179953134390414 -1989-11-16,1.0102630741359049,12.24527394367728,1.1832513444103725,0.96018534096834,6.08664925850351,18.905057907337742,0.0,0.024375000706954753,3.980389825251775,0.05813772644113982,0.005781453977578897 -1989-11-17,2.644638104727931,11.06607468299593,-1.942030276518499,0.8751858835720007,6.023525713818834,59.317867307684644,0.0,0.08277121074045901,4.469374895138712,0.08287343360138398,0.016366594409671538 -1989-11-18,2.4568043711182965,10.427736118764848,-1.3463061342543547,0.7276823453739829,5.727696142437057,81.903937955427,0.0,0.10154674683920151,6.37454733953432,0.10287926654294252,0.02611587606782452 -1989-11-19,0.6826439270703083,9.232439379556428,-0.3621341733135939,0.9167405141417504,5.148222994413278,43.42205953858656,0.0,0.030852347845589212,7.95429041059175,0.10061443581353696,0.02169793360934231 -1989-11-20,0.12310157298186893,9.691319734589259,-2.1068734794879407,0.8247654169633717,5.546137087052111,19.861421363226633,0.0,0.00531011819802947,7.8661769299686215,0.0930696839532966,0.01493287891781941 -1989-11-21,1.4622513717909125,9.367544319322183,-3.2098316895021344,0.6065307607324558,5.539429629961273,51.54447198772941,0.0,0.06329418294746647,7.222707316069522,0.1011738869696551,0.019358076716881854 -1989-11-22,1.450663788839846,9.454904374564462,-3.5758326243043723,0.5852643858419044,5.603009541094633,60.630920912616396,0.0,0.06785157790243312,7.851053422739009,0.10835870608151563,0.022932603207198386 -1989-11-23,0.18026400129436568,8.516141069856559,-3.9858707123022943,0.5362258613370835,5.311791567657652,24.597236368584685,0.0,0.008340357402121662,8.396823128307467,0.09991725637016227,0.01619798948052367 -1989-11-24,0.2038785349023332,9.234155906675921,-2.953265826164466,0.480056503619022,5.475433714156847,17.066530728310234,0.0,0.008750953378151238,7.787539049551474,0.09309460280415284,0.011876591774310422 -1989-11-25,1.1044222922226876,9.633488661344966,-1.9821855960817696,0.6773360900012592,5.5224569962956425,38.85054805887018,0.0,0.04677199309911395,7.2343903176054205,0.09714151958225656,0.014852829948370167 -1989-11-26,0.06059166542958722,10.943596633971266,-2.054188933134541,0.8779661815088694,6.011224328760447,14.052737297641983,0.0,0.002493260591589226,7.541350266438574,0.08855747521744232,0.010048129970915864 -1989-11-27,0.14390317596062965,9.5951219192245,-3.5229813774028598,0.40598979011413294,5.658613908774312,10.406400351996883,0.0,0.005371330186962148,6.812340021309046,0.08103552224810584,0.007358724719562881 -1989-11-28,1.5002526400621945,8.168686798674676,-2.2916310263367152,0.41434770127941023,5.031095392068204,42.48917946659068,0.0,0.05719476985480165,6.2771806553253,0.09060183075383343,0.013498932570235227 -1989-11-29,1.1695578834140958,7.474371533831516,-1.71448693589465,0.5264302650342851,4.70372646657038,44.055113038875575,0.0,0.04887096959887671,7.100743135628862,0.09634340594794567,0.01622849773636971 -1989-11-30,0.5225845143486011,7.316385820605388,-3.2862972189251582,0.6748353309772429,4.8429603944573865,28.248768962917588,0.0,0.022338395897557706,7.596543456036254,0.09458234231051334,0.013965340063264534 -1989-12-01,0.7262265636080081,5.60545484189717,-6.250736003459058,0.40238803037207904,4.51854513034341,30.7519077732115,0.0,0.030815279930634043,7.438431981184748,0.09511274266754063,0.013782861607916783 -1989-12-02,0.013092529870097468,5.141971270765381,-7.648113246574532,0.3929813279087529,4.4447027864186115,11.224349656521916,0.0,0.0005358733276095255,7.525832971492215,0.08782337647887935,0.009053589742741655 -1989-12-03,0.0,6.517956200562241,-7.62828742069723,0.6072924847503934,4.873070836316176,6.069780810961505,0.0,0.0,6.95968992492031,0.08107567429099671,0.00589346140380691 -1989-12-04,0.05418886986388885,7.1990882976409925,-7.2259802335216285,0.580097751275281,5.076968589364152,5.07470628296019,0.0,0.0018777556155327446,6.374443234489219,0.07488921033147108,0.004122282413384114 -1989-12-05,9.684620194963583e-5,7.227051078870517,-7.103835507207582,0.7059521055440848,5.083202527674195,2.795016613568606,0.0,3.069816258222723e-6,5.866267982091287,0.06833917735154088,0.002683879528714756 -1989-12-06,0.0,8.041540412069928,-6.293736253695525,0.6200647628025879,5.316686546649394,1.7557008889737227,0.0,0.0,5.353328293919009,0.06236264917154687,0.001747079430855457 -1989-12-07,0.0,9.077214114255527,-6.089913543365258,0.37706585577255375,5.651810142771693,1.137822924562021,0.0,0.0,4.864348544092214,0.05666636623947296,0.0011372665967536522 -1989-12-08,0.3005238947738187,9.165210749347107,-4.926411463931268,0.5989071898078305,5.625908834625318,5.538234036733163,0.0,0.007344614903793456,4.392666519766721,0.05467248994419439,0.0018586332226596307 -1989-12-09,0.005793303747299414,9.610446756704818,-4.988044819267056,0.7225248983137582,5.782801366615717,1.7221724909137341,0.0,0.0001321144634664458,4.24038820364542,0.04946513890527492,0.001229999250954588 -1989-12-10,0.4526969378174885,10.012821482985158,-4.462120911748982,0.6132105522582268,5.892615408890462,7.2770500140174,0.0,0.009851978170455078,3.8255791614737924,0.04983901916536425,0.002300780920260064 -1989-12-11,0.03852672712680668,9.671234004499043,-4.087934469547089,0.5330767805261625,5.750977014479771,2.5940340329372162,0.0,0.0007994117974575374,3.846421388875957,0.04525701453489222,0.0016194224981075551 -1989-12-12,0.5941662311838165,9.005129082503938,-3.6359223723663394,0.32084991458208256,5.484932327010256,9.05951436715769,0.0,0.01211584841966662,3.5025948697153737,0.0477244923621121,0.0028989848404315424 -1989-12-13,2.6061352338650847,8.239040268432401,-3.1564295654873185,0.3953635484085253,5.172380942143048,48.61697028683443,0.0,0.07044851365044114,3.711986481930965,0.07360183914610523,0.012613929804620035 -1989-12-14,0.43632397727401095,6.700801548556349,-5.727549946477541,0.6749791048077658,4.857077771224772,21.554804090212915,0.0,0.014088136698668596,5.755221254021887,0.07212730882349876,0.010356202381845822 -1989-12-15,0.07615436439533006,6.397685721583282,-6.778233042563571,0.4354622503041277,4.816844166571307,9.411937234940703,0.0,0.002349112874855272,5.673673803626324,0.06698160418189315,0.007099088147264567 -1989-12-16,2.7607162719861935,6.003483473707298,-6.2189789253158265,0.4242359008683478,4.661894851397179,69.8738417728415,0.0,0.0995522900652408,5.273444083271278,0.09359252713718443,0.019779479556225422 -1989-12-17,0.3848796418853485,6.071408792112617,-5.528325523482574,0.6743405764405607,4.639757619456898,29.0203902599371,0.0,0.01585164904372449,7.3858761734338305,0.09052404263324995,0.015289159295870169 -1989-12-18,0.023801899136538938,8.052306206706417,-4.7114674286333,0.5418980306322392,5.244602598994124,11.922616186942236,0.0,0.0009247473294011523,7.147153489698468,0.08353677386957893,0.010093330553142495 -1989-12-19,0.06780822576117712,8.14482821080709,-4.613304832496714,0.6335480819878845,5.269935297600734,8.296292615376151,0.0,0.002407486528108238,6.521681022195298,0.07676308711662341,0.006936859192805303 -1989-12-20,0.11934373020716185,8.45530960313806,-5.6436785399098,0.7707094800168288,5.4388171123383,7.215990453555289,0.0,0.0039041861733186967,5.990923234130022,0.07118047205778512,0.005110039322822504 -1989-12-21,0.46126422103786996,8.823898544734224,-5.7528025010043295,0.7149486971141295,5.568293627061657,12.95383192524155,0.0,0.014373593411590335,5.538205883911748,0.06988976368125144,0.005514987362588392 -1989-12-22,0.04896015126817455,7.349894568857932,-6.732697986736683,0.8879195932056041,5.126440864926244,5.382248980279193,0.0,0.0014395435600644893,5.424600986339722,0.06376328037482741,0.0038091893417623196 -1989-12-23,0.0652155269345417,7.5627065300957765,-6.181475317382013,0.8935799812477557,5.171897396779146,3.7818436972436813,0.0,0.0017653790172965783,4.991312655602146,0.05890512887688515,0.0027484082645804118 -1989-12-24,0.10579967423687944,9.256675147923024,-4.435057689668184,1.219098689458065,5.642826846788927,3.6355961326410506,0.0,0.0026535965350480695,4.607569631436412,0.05490756036007232,0.00219313387859191 -1989-12-25,0.0071445562737377346,9.966478370118068,-5.236782509471269,1.346005948756988,5.933177481230016,1.6969741285762152,0.0,0.00016361144812488976,4.257230710625503,0.04967708388210467,0.001452539337648891 -1989-12-26,0.21042938329693173,8.798323058582039,-4.665652004778579,0.9198080274043728,5.50128390582128,3.872464592885139,0.0,0.0044469978130707855,3.8309796164426912,0.047079677869893644,0.0016226559511543486 -1989-12-27,0.2615101535771479,9.105040083811518,-3.91204047974941,1.7554504172373977,5.55396499444587,4.791573432545889,0.0,0.005320828731411376,3.6607567237557106,0.04569175283087698,0.00186644753732105 -1989-12-28,0.004092757009313385,7.5946181911878785,-5.779765607754077,1.1018818790376304,5.163784361505662,1.5944885317359618,0.0,7.793943472650302e-5,3.549415898186284,0.04139596927835471,0.0012268370540833204 -1989-12-29,0.08529357841910777,7.284289423849064,-6.012571615712544,0.8708742620620249,5.07430979961832,1.8080353861791267,0.0,0.0014998743370293471,3.239717028064552,0.03873412175736628,0.0010269912860380226 -1989-12-30,0.5108014102576424,7.95068337000265,-6.61864417535846,0.9654394577149532,5.3204621121815885,6.6428555985679045,0.0,0.009009345332682717,3.036648141780033,0.04132538482999183,0.0020403289788680765 -1989-12-31,0.0055795447811619655,9.008184956504014,-6.120310953926983,1.1592517371640545,5.650160374413573,1.9205359531023445,0.0,9.6457841909375e-5,3.224701703750062,0.03763058889110357,0.001342845401165185 -1990-01-01,0.00499929400788631,8.121400400863497,-8.205002899286022,1.0069770076725486,5.416530533334105,0.9715362435535445,0.0,7.813960812582451e-5,2.918444691675813,0.03405614257936625,0.0008860271521034216 -1990-01-02,0.0002932482626530973,8.615396294190951,-8.181874419695019,0.7100459441533421,5.574122836383044,0.5870624579449197,0.0,4.1598106265215815e-6,2.6530974540083636,0.030910204716706143,0.0005773954253631586 -1990-01-03,0.004262080864545981,9.389054848019157,-6.451704386746428,0.9136760665585176,5.789207682385883,0.4123712766671254,0.0,5.471637614777938e-5,2.4010546364500027,0.02802031079594637,0.00038418866090955233 -1990-01-04,0.18330101405797405,9.0233831085726,-5.553662470239796,0.8946232101962881,5.6301315660307445,1.6980084735043701,0.0,0.002211538867913365,2.1678986931614808,0.02738988427818414,0.000586828224668369 -1990-01-05,0.030436664035404487,9.323825629204245,-5.909960570933692,0.8339235498588033,5.747195538516697,0.737700247274117,0.0,0.00034777724636128604,2.1255267066303025,0.02511551317789689,0.00043495181673823747 -1990-01-06,0.0018320232194836605,9.994327335588874,-7.1286286982898535,0.9503285910251824,6.007323745813667,0.32564095457468106,0.0,1.9014410683906293e-5,1.944831717003445,0.02267731422793448,0.0002860284148841069 -1990-01-07,0.14840504829162454,8.872566633597804,-7.182477399577558,0.9947970621850836,5.638941405770452,1.1311666117089243,0.0,0.0014415207088400162,1.7475077314694973,0.022086099908798874,0.00040568387798648923 -1990-01-08,0.002936407866487277,9.864375828944086,-4.903904111296553,1.221650250146104,5.882231732975897,0.36544901213173614,0.0,2.6847639694270627e-5,1.7138600022016657,0.019999515505460072,0.00026816908718547196 -1990-01-09,0.003175531218117477,10.19389999631965,-6.5293324614980435,1.0901932319132819,6.059074310576053,0.19967916033300043,0.0,2.616206196198647e-5,1.5449097252516484,0.018034144822863495,0.00017854903223152752 -1990-01-10,0.005729296187537082,9.450120096907336,-6.415575232349738,0.9386049756294288,5.806538251868764,0.14600799945784498,0.0,4.244547183955994e-5,1.3884981708667845,0.016241805773804185,0.00012268997830467337 -1990-01-11,0.010365784080270087,9.75515515387506,-6.370157419728322,0.6904540019373081,5.906436454878811,0.12794947809313495,0.0,6.96105846221557e-5,1.2565407684584067,0.014758603345670083,9.046464930002588e-5 -1990-01-12,0.0,10.227410647748801,-5.818909089164461,0.8843245070239553,6.046045536974391,0.06312489302764343,0.0,0.0,1.1396811557114082,0.013276513633917799,5.888823485579974e-5 -1990-01-13,0.0,10.81935883739108,-3.951435715375789,1.2667439409571677,6.156689719873846,0.03865782521238206,0.0,0.0,1.0225638446791203,0.01191217627614394,3.833347314408741e-5 -1990-01-14,0.002636125536165562,12.111545351630411,-3.799790141288919,1.4517439343791028,6.606429522906661,0.03336871124680171,0.0,1.285051870715797e-5,0.9155897140888587,0.010696709178443444,2.6909970654999193e-5 -1990-01-15,0.0,10.914624540905821,-5.5912446699453495,0.8128791373908033,6.269995815289268,0.018263648933667942,0.0,0.0,0.8151777232875517,0.00949626841073592,1.7517126127783692e-5 -1990-01-16,0.0010370725037359627,11.55203091134215,-5.392014075280633,1.1237182099646896,6.481643440984412,0.014084160026602429,0.0,4.016428350898937e-6,0.7283732754369254,0.008497136572474065,1.2014386354616447e-5 -1990-01-17,0.00011148991717645576,12.10338562569917,-3.325570314004823,1.6479372928931846,6.571810059956846,0.008308612134036688,0.0,3.8447188265369487e-7,0.6491340814113765,0.007563271215205547,7.879342364560737e-6 -1990-01-18,0.0356561711510734,12.216681467729847,-3.180192100459444,1.402940983455279,6.602182941024586,0.07873139733209326,0.0,0.0001126084045839984,0.5768119904677383,0.0071348392989765115,2.2275374690716983e-5 -1990-01-19,0.034604208340195966,12.738346409616685,-2.3205444743235377,1.0442287375355892,6.730225584976526,0.08839550525555682,0.0,0.00010311644512696339,0.5438279389416,0.006738342782275275,3.0201224071278206e-5 -1990-01-20,0.3228935250733133,14.093138372924374,0.4582214476095233,1.3982092185048176,6.978110093206519,0.7812060761994892,0.0,0.001155847857905845,0.5123547253137591,0.009730076459014449,0.00019565448889982941 -1990-01-21,0.050988111009867006,13.822240859957779,2.7290173391963632,1.5768585498104402,6.543946577676345,0.3297221095348821,0.0,0.0002063941313513798,0.7362596785261596,0.009170903597614063,0.0001587884320323458 -1990-01-22,0.08711905845393883,12.637710508461454,-0.5579510851859931,1.0661568738587672,6.523919231586478,0.3453215040714951,0.0,0.00034409518739772493,0.6997614423475897,0.009166624932597352,0.00015575738173088057 -1990-01-23,0.11362154280110953,11.148739038620127,-1.50813267743671,0.8776900501315584,6.061206487030832,0.42098478459625205,0.0,0.00045675723705490556,0.6997026058456317,0.009474675521473096,0.0001709387718393504 -1990-01-24,0.0,11.240947834041588,-2.3828483440768693,1.0227962318217727,6.178338197415927,0.13938386651563592,0.0,3.219646771412954e-15,0.7296008001036268,0.00849935521119205,0.0001112731063456309 -1990-01-25,0.2348527442369929,11.414456037520086,-1.3439039396521328,0.8350529809269654,6.140523270019695,0.7027504325778247,0.0,0.0009616003380319704,0.6530602384204419,0.01034358492364958,0.00021885141939946464 -1990-01-26,1.3764442967907808,11.109987175925703,-0.6055790182552563,1.1202445616852457,5.938702016352425,7.305635405687991,0.0,0.010879795873424358,0.7952990592008291,0.025299339320210876,0.001799071634898475 -1990-01-27,0.6967109440752937,11.861661443631599,-0.13870941866323128,1.262210909920285,6.167769794844041,7.397750970718723,0.0,0.008559167452089733,1.9519752671025006,0.030855400581508496,0.002474370765487257 -1990-01-28,0.08260037645105281,13.459250894234774,0.10804096455642233,1.4565892172879895,6.757452240850656,2.8511846461988823,0.0,0.001064026556954839,2.3699949384725865,0.028571074439447862,0.0017727128348647616 -1990-01-29,0.459286082003693,13.220531067068185,-0.08118203124715517,1.6592437779523292,6.684411302310267,5.103303372179159,0.0,0.005887722926675998,2.170019973556764,0.030629634893454792,0.00205044553179227 -1990-01-30,0.2347448404917545,11.813573651527912,-0.6518589570602695,1.3077274336194988,6.20658832446957,3.6884053700205164,0.0,0.00306889723646811,2.329513551346154,0.029871873663536205,0.0018020286107448271 -1990-01-31,0.2681360676827836,12.516131443240715,-1.3033743979699848,1.340433824266975,6.540251491613904,3.648912863748684,0.0,0.003476549769660553,2.292810265900018,0.029833290427900613,0.0017023919910901994 -1990-02-01,0.07149329187459365,13.14859881480987,-0.7179692578090299,1.7425497438309414,6.71982368301344,1.9016849453650964,0.0,0.0008823698715860889,2.275288422663636,0.027338417655459975,0.0012425310218075834 -1990-02-02,0.08583951766931014,12.30549064388692,-1.8897278078433069,1.6239636117811471,6.51178333941852,1.5112962785640676,0.0,0.000971666636348234,2.0779714312149773,0.025206932149501437,0.0009567798958693325 -1990-02-03,0.04895341817331341,11.593295887608619,-2.43139839118583,1.3633108452791785,6.294202612728203,1.0165121877489112,0.0,0.0005087306593095295,1.9237339975184486,0.022980472423044716,0.0007002805018170766 -1990-02-04,0.05759816628150916,11.295750720502243,-1.9738025582490135,1.32001417034074,6.142308743165609,0.8491044072439251,0.0,0.0005496856639962758,1.761223230871222,0.02118803751026866,0.0005395474562446385 -1990-02-05,1.0833411644956028,11.158458570734844,-1.5728986231561175,1.4910838961145232,6.049750743340699,8.585615864509988,0.0,0.012552463315437912,1.6286250428840763,0.0315925696819348,0.002262518010215829 -1990-02-06,1.2364832024493024,11.114426033944119,-1.262926052305983,1.3564090462363283,5.998108639269496,15.394854071583804,0.0,0.020193390403337563,2.432028827543233,0.042735680710614926,0.004547534888331852 -1990-02-07,0.014916269811872006,12.188104034669905,-3.6102542659592896,1.2367715161451571,6.584318497345105,4.360053870577864,0.0,0.00026369446718866804,3.2921678401251664,0.038525290213019966,0.0030003828563020213 -1990-02-08,0.6409938459267145,12.38779806178978,-3.2298688957897816,1.3590429132348731,6.630140032846272,9.365160063539085,0.0,0.011179031674408813,2.9350325820534633,0.04165828608150773,0.0036552809395980213 -1990-02-09,0.0943990035208982,12.507247111569976,-0.7703575628133433,1.3622991986069952,6.463160679223122,4.097855957637016,0.0,0.0016270228434869805,3.1706514063028823,0.03803562607332527,0.002627154357094376 -1990-02-10,0.011318744306827298,13.061205257126552,-2.6769132483330744,0.9804975528307058,6.832952961010244,1.9701252637759556,0.0,0.00017625510121174054,2.9045176572487073,0.03396751937638304,0.0017369914531562645 -1990-02-11,0.8474944738751905,12.82766540354148,-2.277055659012297,1.0452976172958937,6.715679274524558,10.040323104601653,0.0,0.013607086814191427,2.575753862685184,0.03987852478289011,0.0032025797797752336 -1990-02-12,1.9394976187463877,10.638424211834575,-1.1656886191996394,1.1683404542286366,5.795846832478327,30.097956684666514,0.0,0.04167231161079066,3.0303399843777545,0.057895242336483035,0.00842995397526859 -1990-02-13,0.02021135930457875,11.942317895839787,-1.7442700908932582,1.2024361155042893,6.338808208689128,8.284018507737004,0.0,0.00048762802349335,4.475527156418125,0.05237230904398323,0.0055617524002760195 -1990-02-14,0.008048961939469822,13.750955450541024,-0.9492170739098358,1.6075563479875998,6.9399862248546444,3.952453165521903,0.0,0.00017338945888880491,4.007345963267038,0.046776631519182446,0.0036468405167822283 -1990-02-15,0.2418716416411604,12.543085589589348,-1.0142831460584405,1.4284213534126182,6.4868017357164005,5.499831856169967,0.0,0.004747692077626403,3.5384473724066163,0.044038156355436876,0.003096828030492563 -1990-02-16,3.185841433143345,9.210943537758851,-2.7573294248219056,1.0231976022745173,5.436162429015872,57.86236026563783,0.0,0.08506574005544287,3.360826154914807,0.07626424377906539,0.014968405080389751 -1990-02-17,0.0544238396471512,10.10969659382762,-4.601898842335603,1.135045949130355,5.888994010190347,15.84424704426409,0.0,0.0017533834058042833,5.9333368889739795,0.06975335737700505,0.010010706718228563 -1990-02-18,0.4524614685997399,10.314029225332652,-4.376567420508186,0.8460526642880826,5.943704681705833,15.94798065533182,0.0,0.013697020985437902,5.381044718221029,0.06795639643135543,0.008602073358872543 -1990-02-19,0.7010342454494839,10.394266350105458,-2.406775292140949,1.1657833205022128,5.819551992607336,20.24054003248719,0.0,0.021146702920395666,5.237178810259527,0.06917616054291682,0.008819443375032768 -1990-02-20,0.218336860118196,10.195795475884626,-1.9426834218440383,1.1523802152488694,5.6989133780068855,11.227377493795446,0.0,0.006424148856928463,5.34367782292695,0.0647937042754779,0.00671921468950554 -1990-02-21,3.3129610646323764,7.334150860911409,-0.6794254587128392,0.989613958897856,4.4596370844846005,83.13698488811455,0.0,0.11984902680569576,5.017206604579647,0.09704081187872152,0.022622677797846564 -1990-02-22,1.1418538351818444,8.50501577274568,-0.6148691912753842,0.8726643252399225,4.8943527747381,55.266459072897774,0.0,0.0513642974091888,7.686575717233386,0.10284522537846005,0.02254727305609702 -1990-02-23,0.8840513184785895,8.90308752978864,-2.0415049954181157,0.7683120620136302,5.232407490191446,45.0258741876175,0.0,0.04107265491065959,8.078949069124928,0.10441288447254216,0.020931133506360635 -1990-02-24,1.1755867799651123,9.611278183829562,-2.6657008961703292,1.0060123527234657,5.550075478563018,52.88396906697386,0.0,0.05604568492463202,8.149358174361433,0.1086292935539235,0.02215896763139591 -1990-02-25,0.604049670728246,10.030042709907256,-1.3965772148599955,1.1319564690853072,5.564152458149954,36.6677297582215,0.0,0.02876680686121158,8.426280719709442,0.10519723340743493,0.018804617767751594 -1990-02-26,2.11217740933776,9.567312392869233,-0.28706648697557857,1.3136707556038694,5.24018800432021,83.6703475975435,0.0,0.10638642526443665,8.158571342206022,0.11964726726160281,0.02843982722272869 -1990-02-27,0.06714172942278247,11.45372580523258,0.21078926822581653,1.3073241614123308,5.891656388019097,27.075571167391836,0.0,0.0034390664901428752,9.333560692624134,0.10951181674737999,0.019036639527916996 -1990-02-28,6.045602679319309e-5,12.622595142547233,0.881232995793383,1.2807530957346351,6.25201137905303,13.07872199046183,0.0,2.7808685741093347e-6,8.43893430212853,0.09830857376357377,0.012392381038937805 -1990-03-01,0.2652538591939285,14.480923879568955,2.1213659950913204,1.5716236623848927,6.815796782531902,15.327169996572005,0.0,0.011042568104591255,7.5253683429356215,0.09075547258541052,0.009748251738124221 -1990-03-02,2.054929253952107,13.853646954270394,2.9411403321593954,1.4406979016424863,6.424717987857322,64.69854676840094,0.0,0.08834186852762915,6.872937014471269,0.10400359577809178,0.01979700825465752 -1990-03-03,1.1703728722268143,11.887938387014255,1.4779591286257776,1.2601673090360417,5.861357859846717,53.5713336174822,0.0,0.054360291613033684,7.933370830597253,0.10605244877879064,0.021164079366738 -1990-03-04,0.4002960881780189,12.006716186834788,-0.09639975776346836,1.1033754872774617,6.129002227270837,29.267357042747456,0.0,0.018276258744375717,8.177893717902306,0.09993010180436739,0.016559651341545342 -1990-03-05,0.003779989254068493,11.196958429295263,-1.5063230913149075,0.9021951709218514,5.982616898114713,12.21147668635361,0.0,0.00015759884067353264,7.667374052972483,0.0893637494303662,0.010803551471403241 -1990-03-06,0.002829131439669835,10.830212638922069,-1.5966631317126063,0.8921454683807388,5.8543467212486275,7.2096232129255755,0.0,0.00010552350673514446,6.877999082728032,0.08015698876851168,0.007048671753743496 -1990-03-07,2.4564374460905567,9.369621880211174,-0.7043859776025299,0.5267744412609704,5.201466606089893,69.24038873015326,0.0,0.09894929144714126,6.186079544966189,0.10067946994482584,0.01965484540602403 -1990-03-08,2.6665579865421285,7.626654448845396,-1.8526857460345345,0.5636618940088791,4.713502944841472,106.10243180496177,0.0,0.13404931534868725,7.863291044941723,0.12266561005154653,0.033205369128491466 -1990-03-09,2.272517346896189,9.10987446198687,-0.7386351166044222,0.7195133342595681,5.103232402969361,117.96409955209393,0.0,0.13491118347816133,9.664700535511024,0.13906050404764123,0.042157355352129375 -1990-03-10,0.16575378906548252,11.412841010209672,-0.416744622837198,0.9132146632469484,5.923628018634918,42.41760511295953,0.0,0.009983605354876274,10.871220489358171,0.12857327573625063,0.028962608339719607 -1990-03-11,0.02172593645288125,12.840698256272445,-0.17244928738449994,0.8454647837976313,6.43230489516479,20.846822353672433,0.0,0.0011792098796215185,9.896466431047125,0.1155402241504441,0.01903284891098138 -1990-03-12,1.1899977233198702,12.314658398832815,0.7914572153378691,0.9113711991673336,6.104397386202135,52.52540471690928,0.0,0.061203914945057836,8.809075933599894,0.11648243639667534,0.021708690301341853 -1990-03-13,1.6655158372088843,11.520671165755045,0.3837848925895769,0.916166624780312,5.849870920661414,75.90510200991832,0.0,0.08911311401647537,8.937497682814385,0.12351792679359695,0.02770012513783963 -1990-03-14,0.7075129027496619,11.243123888939706,-0.8825574386374851,0.5628906554683556,5.902341835185618,48.47886525970227,0.0,0.038276520160977934,9.52227796181949,0.11917013561639657,0.02385964520512081 -1990-03-15,0.13295100129607804,11.271592058917166,-1.4880165922304722,0.5821702259386212,5.975273644065102,22.55698496052961,0.0,0.00671852315705998,9.178880321658877,0.10847652862943336,0.016554502027337468 -1990-03-16,0.7646628366590722,12.81865216622664,-2.578690070248298,0.5589102265492433,6.626142325076888,35.15259383884832,0.0,0.03641573292457778,8.34591069520311,0.10613201166169646,0.01632103605867188 -1990-03-17,2.691079146881387,11.61367973841641,-2.693890310539027,0.386774886496868,6.19985701861403,103.26044018693698,0.0,0.13850901506167945,8.063486012088859,0.12528340075150068,0.031714271096004124 -1990-03-18,0.008902146955015726,13.412027529884664,-1.1865837775954582,0.6708768634412204,6.723745738546474,29.149034383366466,0.0,0.00046753789706737575,9.592529290534841,0.11185017383690084,0.020715689464434202 -1990-03-19,1.7144815142616154,14.756976694562391,0.4929893621976867,1.2320610940965515,7.062483606723418,71.32774304737296,0.0,0.08753881633473504,8.48022915511108,0.11876147509983699,0.026814018185206585 -1990-03-20,1.0067916441651823,14.310179315189865,1.125734829532571,1.2398883177052804,6.810860143448407,56.55541822663925,0.0,0.05201804327384263,8.94243848194567,0.1159017930184543,0.025375181120827178 -1990-03-21,0.2999522020075906,15.828734899353973,1.348372812216896,1.4040007189276018,7.376976082020913,29.473479291571813,0.0,0.014610067468099952,8.77129204385037,0.10567385211485254,0.018742648879914826 -1990-03-22,0.7510168067110725,14.585908083519756,2.8235602877544013,1.6554378774466207,6.6740682549747445,35.45442724319744,0.0,0.03390457225137977,7.9110648802031855,0.10090738540170077,0.017363055507403764 -1990-03-23,0.2731744142192268,16.933215346855803,3.989890096344753,1.9275394860008308,7.460801694954598,20.918413327376022,0.0,0.011584464720196419,7.660575836127452,0.09242281741604834,0.01306643896045717 -1990-03-24,0.0518738970165167,17.342144827235803,4.361530520398085,1.9281060791089544,7.570287038455746,10.609142520101562,0.0,0.0019512940867656633,6.910639612172522,0.08110856713550188,0.008802750991433347 -1990-03-25,0.11198016536648986,17.5589537533853,4.888879271290652,1.8761635088653248,7.571866510155695,8.322217376842257,0.0,0.0036998717387831115,6.053803253665499,0.07182720115738339,0.006293537295858462 -1990-03-26,1.5197582287920677,15.833717688236606,3.3874605299931746,1.5924598415318556,7.083366274388521,37.19883831180993,0.0,0.05032472845722791,5.362527140747495,0.08017396364175959,0.011759480328615702 -1990-03-27,1.609641302403636,14.921995383586461,2.377894995545624,1.2913890842855411,6.857892057207578,49.62434491209741,0.0,0.05975218940700233,6.041855375131293,0.0891347544443323,0.016753022543310677 -1990-03-28,1.8919921003202165,13.548013751315588,2.29576987000965,1.1243055298764577,6.312659903588454,66.28468683779445,0.0,0.07912286249847633,6.744981048655511,0.10061488793905689,0.02295305496604308 -1990-03-29,0.3144317872743792,14.830356643481569,2.948481308421397,1.3372665359248963,6.726901425873642,28.58311932227702,0.0,0.013426105572383051,7.692360647032601,0.09327370939258078,0.01698568290401262 -1990-03-30,0.05840189159635808,15.375325639348025,2.6285774993248245,1.4335885612329724,6.99266788642701,13.678513680016406,0.0,0.0022513392696389065,7.075378060457556,0.08310370520752587,0.011399680905825526 -1990-03-31,0.005341509714575577,16.250257489010128,2.8923324896438736,1.5463706249229965,7.306086995764462,7.753644637302771,0.0,0.00018138413524014865,6.273203378616594,0.07314079590888797,0.007448274898833524 -1990-04-01,0.003925117312940306,17.146014898124946,3.930468900664608,1.4794018307712131,7.519320920470065,4.950295967245912,0.0,0.00011631133577326598,5.489018670076438,0.06398907511820426,0.004866187009337122 -1990-04-02,0.1764192399016361,16.570015827604745,3.6188118882999682,1.1350899554387082,7.322825343771909,6.199836668806973,0.0,0.004628638200463109,4.78350508908999,0.05777975940643936,0.00387243757630223 -1990-04-03,0.1051690351918258,15.853793717212977,3.9727806213162404,0.8975155405222618,6.964091330006063,4.411340730285144,0.0,0.002482162500679508,4.336870686492211,0.05174675446004849,0.002898720766850132 -1990-04-04,3.2009256632066547,15.014230431102884,3.7882717284889633,0.7338230212015471,6.640392956491415,64.29423265677067,0.0,0.09528091033710862,3.912021640522839,0.08286101896311118,0.01639485714495322 -1990-04-05,9.07217076260248,12.686107998016034,2.7232092700745003,0.9557743822507564,5.862047338788619,369.95362562295344,0.0,0.541509094994959,6.298054529829996,0.179052715427227,0.09312504076703487 -1990-04-06,2.0380046511340724,12.389195268001995,1.0333227823046056,1.1650356724814277,6.0111412095388115,202.28937776343665,0.0,0.1681350827107786,13.778119018110356,0.1842471295398218,0.0862210748327709 -1990-04-07,2.2114655774086263,16.01660290955863,1.5450877114848602,0.9830989087983044,7.3544698939095765,191.27914751073587,0.0,0.18821187854760524,14.134074012840474,0.19041446648139312,0.08478390625281114 -1990-04-08,2.894106029990505,16.145787739694878,5.040177163921553,1.187658537304202,6.87785219656854,232.67914479413588,0.0,0.25359605700358223,14.21786838567495,0.19934291314224706,0.09380408413214843 -1990-04-09,1.178950306234005,15.707067687308012,3.9154097226715807,1.640213457319771,6.887942630306167,143.906239372054,0.0,0.10292442070638619,15.023057352400253,0.18874241668269526,0.07673381351353317 -1990-04-10,0.2821478711172701,14.729106444231167,3.301345084528297,1.1730063105585062,6.5814936581172665,71.85264829315541,0.0,0.02256444996995649,14.2268141353421,0.16901958142188572,0.05338587695633299 -1990-04-11,0.013249936340938594,16.339243020310803,2.4695192731052367,1.2588493619330705,7.351604546929874,37.2123599009053,0.0,0.0009412600266460389,12.827012057650315,0.1495803563759802,0.03489501750646822 -1990-04-12,0.07835530132100922,17.918978169553107,3.5557900808989644,0.9055469482054024,7.843261825351164,26.06713889343224,0.0,0.004841130673504793,11.18658145481049,0.13122888421774798,0.02345214999303274 -1990-04-13,1.0526500615363552,17.339972324376607,6.0617837006878625,1.2603932046911193,7.180593818529914,54.22401876169001,0.0,0.05918733179563129,9.724387349236746,0.1255451872660449,0.02427839302350653 -1990-04-14,0.8442438481396493,18.191147106316148,6.6496417339610066,1.6912751989736028,7.436809462696321,49.01827578586715,0.0,0.04555495214790417,9.429027510387629,0.11967665392456689,0.022740507213001693 -1990-04-15,0.5293027270087849,19.165014928542,5.656943811684866,1.8483908687048145,8.038357921432016,35.114003727029484,0.0,0.02663967580972204,8.944442648399402,0.11036271768691266,0.018859285576724467 -1990-04-16,0.2401784234308033,19.955719140490253,5.408272991389097,1.8899710443507085,8.411903922436784,21.113293471341635,0.0,0.010823752221081895,8.152454685928975,0.09776849195276174,0.013924584696920289 -1990-04-17,1.2676695900563741,19.385820020695924,6.02982646785895,1.7732707100599299,8.062313055863248,44.98224635939152,0.0,0.05381811749385257,7.171394728281108,0.09830938409258745,0.0172588536154777 -1990-04-18,1.3265155040523986,18.830079182791785,6.477775467263975,1.732171239221651,7.735380246112605,51.78212856566093,0.0,0.05720455606453001,7.26178828587139,0.10004792286661629,0.019944941270418626 -1990-04-19,0.27006518329718016,18.03848033213345,6.618243464190055,1.784929247970532,7.354155335947188,23.806602439377496,0.0,0.011115188733344994,7.4381820534966945,0.08979586002632602,0.014675671042025861 -1990-04-20,0.4356061086075905,17.442798955086964,7.0746963710658335,1.703443936779699,6.987100085410227,21.18987969888997,0.0,0.01641057078085162,6.728962507530848,0.08346237229299955,0.012051923923448657 -1990-04-21,1.1389188759675877,17.82171273982413,6.51816344792143,1.7094624062397674,7.269890288700018,36.57880463077309,0.0,0.042425544002672844,6.300894965749447,0.08666879276573602,0.014305151852648312 -1990-04-22,0.0005565432262936271,19.870095764806003,5.8069252300058265,1.6646725866469765,8.285210179468528,11.863111674846268,0.0,1.9608087042833396e-5,6.506086685453229,0.0757979870981365,0.009314967134855794 -1990-04-23,0.10680826565421196,19.631766674706462,5.555094881645021,1.1349996686704722,8.218361151601918,8.38124305550394,0.0,0.0032477785783035923,5.578528659891349,0.06623032488266874,0.006558128068698365 -1990-04-24,0.4280764927031779,18.822855453294032,5.7137835229604015,1.132235672791336,7.841759583747783,12.151317021455682,0.0,0.011758570014041847,4.882551605546957,0.06186522081000228,0.006059449132461966 -1990-04-25,0.4022760006510142,18.706677667105343,5.049905339109908,0.9555004227659274,7.895796155693449,11.428751310069568,0.0,0.01038965525531066,4.595710681944307,0.05822316004882605,0.005526395088147614 -1990-04-26,0.8663418716376199,18.567458156000907,5.087645489820831,1.0566503976763315,7.826851140220387,18.738872492617933,0.0,0.02217400520448165,4.321055554709413,0.06042966693825548,0.00697374332656311 -1990-04-27,0.9404608237680456,18.399796980138664,6.775605174001251,1.4350463171202978,7.450695868494164,22.294835054292506,0.0,0.025134543471462045,4.490608083623995,0.06326827466996933,0.008366684691021472 -1990-04-28,0.743009073189818,18.67963316779552,7.557132973619423,1.3056663414417675,7.411493455544765,20.368605625212172,0.0,0.02045461597772613,4.736118970885831,0.06382813106508185,0.008560835954438765 -1990-04-29,3.3243060182560624,20.697535680606045,8.334114201312325,1.4830161068701029,8.162899349779051,82.67430703058606,0.0,0.11602873934787361,4.781625845164922,0.09442861660122837,0.023239791483284457 -1990-04-30,0.3824012846457992,20.31556078574979,8.154488867556116,1.4975652305412028,8.021304465146068,31.65418340529126,0.0,0.014844758718461526,6.962057684532938,0.08555797307816738,0.01738834579910428 -1990-05-01,2.61178385934191,19.6086412867132,7.20804243690602,1.494260848344711,7.886826433854939,83.52219793386298,0.0,0.10840585751485632,6.327956763375461,0.10414192396390774,0.027825389128737152 -1990-05-02,3.803309201373303,19.823134358342923,7.506206681644773,1.6029470186323065,7.920690759975613,155.36727189818077,0.0,0.2003304533658805,7.718068801155729,0.1342162510677074,0.048616291498198926 -1990-05-03,1.3321059017074226,18.092443475208732,5.127353247523128,1.6198282780684683,7.591902250019844,94.39266518096161,0.0,0.07751232925351625,9.929158253369165,0.13118610090266627,0.04344931800338765 -1990-05-04,3.3682300895000297,17.8989517421371,3.9595250498051353,0.2861476415919984,7.6859721168783155,172.5776103865168,0.0,0.21258236278988862,9.77036636198863,0.15305575076377223,0.060652269075874586 -1990-05-05,1.9594537266566276,16.576662132185422,4.118618622963012,0.7310627106984706,7.115483532641752,139.56631497819214,0.0,0.1337128894196744,11.368446930591313,0.15526101655774094,0.05984153924100316 -1990-05-06,1.9379632664748043,19.55591922601637,6.73156001035792,0.7197342344471838,7.932604605089026,136.15891928909969,0.0,0.1354332921387189,11.663951256151233,0.1584530925180598,0.05957574895196112 -1990-05-07,1.3466311681335523,19.711951394496232,7.942757663605039,0.9500826090347412,7.763392189097743,107.4943399783552,0.0,0.09214959661944144,11.70838553420128,0.15208210328912608,0.05281214990131834 -1990-05-08,7.095317473209708,19.78323231420336,8.569484411016841,1.0951280200445763,7.657946873358922,423.9666666274777,0.0,0.5872077216619234,11.278927814572855,0.21404751395044339,0.12378927774584333 -1990-05-09,12.587860330400026,18.3645500253198,9.22576132093278,1.250265797352695,6.82759879521026,1162.9183692647541,0.0,1.604011133081542,15.869047956744897,0.3315037095770821,0.32481539247986163 -1990-05-10,1.1164629830653436,18.147432158620397,7.372013732638108,0.9873537857213808,7.167496876240325,414.88106558182403,0.0,0.16494709265362006,24.870749125534115,0.3027334216577156,0.23655518576951684 -1990-05-11,0.3281127809676277,18.284615189297224,6.538234300630929,0.3813811778562167,7.394772387045469,198.92363417740705,0.0,0.042892341076213036,22.582908851929467,0.2668978859146535,0.16051730041148293 -1990-05-12,0.0,20.78667927218286,8.236426146372013,0.2507299757930482,8.171257742849171,108.18700108850439,0.0,0.0,19.84884935218602,0.23122565264965034,0.10448921825475604 -1990-05-13,2.1687070181957493,20.299526505820953,9.9928839456955,0.5840017418915978,7.547009728421941,212.4563708381484,0.0,0.22069849647497275,16.94953113914146,0.22271452702394998,0.1016221765158585 -1990-05-14,18.245929743256816,16.166065119981578,8.25921129577656,1.3015351351145488,6.019020708323419,1867.7197409510184,0.0,2.738219990091242,16.54305993561777,0.4052681694938554,0.48308570536457107 -1990-05-15,15.880735387821026,16.1263844260779,7.258900661613794,1.3256569194721108,6.261025852413346,2964.048160467461,0.0,3.811350901916743,30.813492100863233,0.543956127353708,0.8948005683437251 -1990-05-16,6.10319459843512,16.15570460518023,6.571317300859767,0.7371593315678806,6.433811544344631,1923.7676376932077,0.0,1.695999288678518,40.79662278334236,0.546351110375906,0.840714060741609 -1990-05-17,0.053945833463405236,16.608784244295446,6.4999402873024,0.42284816745834375,6.6479459714335105,672.4580311581185,0.0,0.013735104040637637,40.81047018889528,0.47604277191393346,0.5493567124782021 -1990-05-18,0.04745706200402655,18.652359515494272,8.867920134824194,0.8771651731284534,7.028970998867238,373.8409566518171,0.0,0.010262194400065039,35.56560776575177,0.4148680868871239,0.35916797075668105 -1990-05-19,0.07774382659623129,19.004310632714848,10.881952065516513,1.2301880389510282,6.641558611700966,244.34380161540543,0.0,0.014284448200322972,30.856507626618647,0.3603630797223137,0.2359764863279122 -1990-05-20,8.835933044750202,20.368473284009465,12.087281318195252,1.1378227437709847,6.96653781792703,1240.8534271077895,0.0,1.6629589978558954,27.103333639254977,0.4186681175976438,0.4068196757054866 -1990-05-21,12.37779198136149,18.852588713894868,12.1114688357285,1.0317411071566718,6.145280409531428,2216.822186860269,0.0,2.8403712086412547,31.173998929019866,0.5073488693794215,0.6973089651393394 -1990-05-22,7.765934637717412,18.616459834362555,11.810406347086143,0.9479490647257904,6.12262487159805,1968.772585927118,0.0,2.055356766549406,38.24632638897859,0.5360116799219962,0.7668737938864899 -1990-05-23,2.873599136834929,17.859584366726448,11.693886945324223,0.6170161732927616,5.748236295353109,1123.0986023760563,0.0,0.7523827283716389,40.348373590940206,0.5035067109159412,0.6137601819534678 -1990-05-24,2.408036240576735,17.831991875791932,10.289779993781297,0.2919567074199702,6.215600983561574,838.0504189582474,0.0,0.5891090890385233,38.29764948623086,0.47419367146821767,0.4892295933259125 -1990-05-25,4.342479943112581,14.489881468829033,9.376570808195284,0.2696108471987327,4.774329159906046,1018.1525046682236,0.0,1.012639930983143,35.76686954789464,0.4672467581799474,0.47265486049376504 -1990-05-26,3.104271783327865,16.966408227541415,10.445415639253905,0.5575766097437664,5.711035391198843,841.7861968057069,0.0,0.7232827935362187,36.36317256358464,0.4597689979708337,0.41780658963817224 -1990-05-27,5.5185679434659365,18.283522979528502,11.050271898074877,0.8965680604469081,6.196174522667853,1157.051006792795,0.0,1.2834398328921965,35.08733307458865,0.47303124718878065,0.4673951275153718 -1990-05-28,7.572135853670582,18.75247871793329,10.491443674350892,0.920696894636984,6.610376603857244,1592.598713871987,0.0,1.8528304634201058,35.69674918672449,0.5040532075873795,0.5863730700096232 -1990-05-29,7.201934780365537,20.120176631485855,11.015313227787775,1.010004034045333,7.139871155258855,1707.5164037125533,0.0,1.8559123743494617,37.61865323138195,0.5221294963385886,0.6642913850775627 -1990-05-30,16.164797086979565,19.16336304724498,11.690355357860215,0.7728199266772221,6.439089462345795,3721.194876504687,0.0,4.856391089176196,38.45970803317047,0.6363384911115672,1.1718797558603167 -1990-05-31,3.765038674123477,19.089007938831415,11.781096077540958,0.6900864641141501,6.36714435604497,1840.0948860654362,0.0,1.204318081010452,47.15368919685342,0.5931686958347485,0.9462138617125724 -1990-06-01,3.9046131545201055,19.378745509784146,12.291392257150747,0.505837368593689,6.343864314500792,1463.511957876701,0.0,1.1563902723444732,44.20613065309916,0.5604575831571676,0.7920182540216094 -1990-06-02,5.217224115053724,18.204732570138628,11.58922059355288,0.4718113457807046,5.956351738503053,1554.191849425477,0.0,1.476813335031415,41.903355300569096,0.548922838562786,0.7404333054514656 -1990-06-03,19.009257780062462,17.680989138161486,10.884543818245492,0.3846925308909567,5.922143084199603,4771.7916582714715,0.0,6.427129383331483,41.435618783668005,0.7041418766794593,1.4606126768569914 -1990-06-04,7.486611644740714,18.14639678960794,12.259404870664287,0.6078753765019345,5.668183184431382,3207.5655144084603,0.0,2.8733674393072324,52.43463833066187,0.6980419815428431,1.3883028441838563 -1990-06-05,7.266491203994312,19.610496732400318,13.169933661273706,1.108039739974115,6.140325666030544,2912.0794706360653,0.0,2.7745583413839716,52.33880296427501,0.6943613103655596,1.3261873968289348 -1990-06-06,1.8911494843117869,18.9491153515207,12.389229612477436,1.2702084193254801,6.064669545361857,1470.3375588990314,0.0,0.6603724616747233,51.493459795156454,0.6218945442664742,0.9638371273748677 -1990-06-07,1.4259849714233606,19.112887885393,11.602802307558372,1.1388364054231968,6.4270687332592,963.2824645933919,0.0,0.4350727694524603,46.55240049138236,0.5589156980775789,0.6936589259725487 -1990-06-08,2.962134178555924,19.612446820068282,10.054762684499023,0.7494795428073125,7.134106465247225,1008.2251946765297,0.0,0.8077159710354738,41.71468338724918,0.5204546680095047,0.5745260476633335 -1990-06-09,2.2413251896158664,20.69787590051084,9.577052915516493,1.168835115541868,7.765236264251667,780.8370282526914,0.0,0.5477410094261708,38.346289840650094,0.47281822781492444,0.45739111466358584 -1990-06-10,0.8249949374756136,19.753046850245767,11.634387195580445,0.9643493303742192,6.745331268832857,447.1234726458398,0.0,0.174296995811291,34.47341090082828,0.41120252275757985,0.3242794107322769 -1990-06-11,3.6478758785248955,19.586876255775717,13.066733358548708,0.888669578913728,6.157828295119104,689.5371688971785,0.0,0.7128090695997633,30.776813713044625,0.4010243201929305,0.31962636629392327 -1990-06-12,5.18604450559737,19.955348197024797,12.685675001373422,1.2210421863720804,6.499589239239617,921.832819902461,0.0,1.0278962654693702,30.40817581503269,0.41464856114123827,0.3645741333520693 -1990-06-13,0.3760184278504172,21.26350161275348,12.863596277126454,1.4656015600606758,7.137320691098308,346.12800133760913,0.0,0.07032351930702657,31.191951372723885,0.3677454692938333,0.24802842051841364 -1990-06-14,3.0283031011422255,22.548197769959675,13.173024868502578,1.4125659092481484,7.711205930826872,507.11515574939415,0.0,0.5155298907062198,27.360717963437494,0.35401151494293254,0.23995188610686963 -1990-06-15,11.519562152538125,23.2324669499917,13.895861876720474,1.2539792657948334,7.845731135737125,1618.428538399215,0.0,2.1916577675044735,26.03931209980947,0.43753544891652674,0.48990967216326553 -1990-06-16,9.812377904862874,21.683469516673163,13.983932742758748,1.1486467342927644,6.980459161072429,1893.3761753974236,0.0,2.2120165113290184,31.924209244321453,0.4862029748780529,0.655720362373176 -1990-06-17,4.223168192426455,21.234872482839748,14.05827892187609,1.3060004179710782,6.702760301429884,1212.637502094851,0.0,0.991249840970843,36.03579745102654,0.46898968503088817,0.57777556888128 -1990-06-18,3.7924346886794127,21.618660842537235,14.082688647428323,1.3821049463504107,6.907026656898501,1003.3482870015664,0.0,0.8560384600237172,35.01266585620066,0.452053141238487,0.5064492415221094 -1990-06-19,11.884603080958895,20.869493653532974,13.376061893931858,1.1529026823767419,6.745908673414021,2291.9440498898284,0.0,2.920013206784054,33.6346876736928,0.5302689101086031,0.7742898006497152 -1990-06-20,9.54331367244216,20.81036396326564,12.9274699199767,0.5822407470656047,6.867774915914985,2426.284904797023,0.0,2.6769753483312755,39.381048472812566,0.5699356857811247,0.9116353118339663 -1990-06-21,8.569026140254993,21.088854740008053,13.457528758501866,0.4625753328429798,6.835242816824157,2430.4923975873544,0.0,2.554079833721106,42.07525711680892,0.5899716019457155,0.9823281267644026 -1990-06-22,8.351737803868986,19.64201106359367,12.872339598113408,0.5717407771907751,6.250588310745348,2485.665968798206,0.0,2.57976786378363,43.50955594403385,0.6041489499638619,1.0322572087832214 -1990-06-23,11.42811759888506,18.408235246077357,11.793109085854313,0.9518513192887468,5.968376882339725,3339.9818426701236,0.0,3.8364170887406175,45.10187315308578,0.6585361082638065,1.2561021032505562 -1990-06-24,5.956958697539557,19.3863094941971,11.533591397433725,1.1165740044384436,6.573127477156186,2404.222690585187,0.0,2.0692100109856586,49.23215561732717,0.6429158058578238,1.132731224636168 -1990-06-25,1.8173303071703528,20.680158194673652,12.204169685534284,0.9783328991366214,7.0300597612382605,1248.3600696232006,0.0,0.5710357669665753,47.4589705480688,0.5740355334078014,0.8243034201941373 -1990-06-26,3.3739559187609145,22.261074970696193,13.278754147536802,1.0012848507486902,7.517026130349877,1193.1177414758447,0.0,0.938384144373893,42.205715454385434,0.5309723034222955,0.6794656328372313 -1990-06-27,8.242989869046122,22.777638577106714,14.142873634272725,1.3645255821078377,7.512691456603169,1956.1386899847232,0.0,2.2291417446521127,38.752329539910896,0.547463644315387,0.7817199534030352 -1990-06-28,6.863408146744822,20.942977158280733,13.898458625824153,1.2054063461261502,6.59079664230071,1870.7091129629755,0.0,1.880057740497021,39.90368961739398,0.5448050167125705,0.7951295135540268 -1990-06-29,3.1226584386772034,20.997395616894533,12.592587689377645,1.4373812119877083,7.070822925330137,1176.186974290025,0.0,0.825548637916282,40.556469490213175,0.5088322594081722,0.643293918032462 -1990-06-30,4.7791420702055145,21.544903865367196,12.40846042363776,1.2680067138872022,7.410585386758975,1250.458004352899,0.0,1.1859847942061261,37.5762389385486,0.4934115042741845,0.5993378110708956 -1990-07-01,14.948274887713671,20.748569813771667,12.208739332672893,0.9833274487441672,7.061733055718237,3171.50532301679,0.0,4.145869450988583,36.20431102612117,0.595892983657571,1.0214106161847287 -1990-07-02,7.832426537176497,21.67717014801686,12.789861931517372,1.1107824719735957,7.362461596090463,2487.94083463247,0.0,2.4140897891461126,43.692742693066045,0.6002333269678624,1.0324711381245713 -1990-07-03,11.91440895874476,20.25596344792707,13.518363529004974,1.3885582264000271,6.347037392685758,3365.8510781784657,0.0,3.880315715839247,43.68599207494655,0.6477070175950359,1.2629255756789395 -1990-07-04,6.93835475327574,21.83622351795421,14.002410228435688,1.3646168967965893,7.047564389320422,2606.149071400088,0.0,2.368096418551816,48.04454923822099,0.6405135952430775,1.1826828554278996 -1990-07-05,6.944939441600133,22.385096691532286,13.94381624488454,1.4105529243720578,7.365984138846277,2423.696301361323,0.0,2.2936611994386444,46.76627571117944,0.6256992815021519,1.1191147542249948 -1990-07-06,4.301043146219601,21.421372704063106,13.677151978388427,0.9763408186379612,6.934742143935282,1737.6829983053017,0.0,1.3232216814438997,45.41524133719703,0.5791610447044698,0.9299711553093446 -1990-07-07,5.023251914687809,22.061369853657546,13.507337828809467,0.8806093389917374,7.336987478739238,1639.042865414426,0.0,1.4480032562590326,42.656269692828346,0.5554341365640341,0.8258474003045055 -1990-07-08,4.584837006547671,22.18850822347704,13.384177633525127,0.7694530793921519,7.4442528005361925,1438.4428686462263,0.0,1.2403225456535392,40.61895505965857,0.5265935640544565,0.7264452733954757 -1990-07-09,6.237067719464627,22.56166831401977,13.152812461758845,1.0434986203618015,7.711275283112318,1614.1281643749799,0.0,1.6263291676714298,38.50996615813293,0.5212726404890567,0.7205143712823717 -1990-07-10,4.182401585962517,22.769599553180793,14.881725396362038,1.6548001725737913,7.252707987204008,1247.981073795905,0.0,1.038862677051264,37.908148917123206,0.49032640823520596,0.6272031810313728 -1990-07-11,2.7885194992732347,22.447264536519693,15.25280981089034,1.8593604307275584,6.931653980529081,895.2052439354462,0.0,0.6414193253871612,36.11260635219193,0.45317177102866046,0.5059453601579348 -1990-07-12,10.573541089082106,21.986038115658406,14.639059050922985,1.3568373687480029,6.90254100396007,2037.6775432474758,0.0,2.5502940934600176,33.697470318257274,0.515727301088855,0.7176666007702627 -1990-07-13,9.609217957516007,21.18183197421321,14.33887120097916,0.9170781644157202,6.560268328672036,2323.2589266743676,0.0,2.6099786114398906,38.208975037373435,0.5570495643140406,0.864575027081059 -1990-07-14,3.0132966513351502,21.785117125877523,14.906613971570652,0.8663111699965101,6.686214950381211,1259.0064272416698,0.0,0.8162402957594179,41.45659361923351,0.5180441051580715,0.6870823507956716 -1990-07-15,8.813133976006517,21.51022976250494,14.88424923149542,1.1789298012978506,6.536034403839538,2068.286225668413,0.0,2.3899717380680823,38.559479172318156,0.5518588608631062,0.8111668212167521 -1990-07-16,7.264498124829617,20.971805157863347,13.905901740287126,1.1852261571036828,6.608077016034401,2023.5626645442499,0.0,2.0703539476894077,41.10965756022195,0.5635261531379381,0.8432734492527227 -1990-07-17,12.323486298818358,19.6745859960591,13.8105861254013,1.0033676024795997,5.9016685940277585,3193.1519806153974,0.0,3.847147081056823,41.87126564283958,0.6313321576253315,1.1347163578751793 -1990-07-18,5.589722190394333,19.27114956515571,13.894010640130404,1.0057428258179664,5.625934616066325,2175.9120721895565,0.0,1.843328694337842,47.39725175080238,0.6172623618675346,1.019321042165427 -1990-07-19,2.96464151032854,20.910294308647085,14.107783715839519,1.1676941812526498,6.499242752332357,1393.8340533260368,0.0,0.9269508345530322,46.69587764183092,0.5785114163614675,0.8046720485899684 -1990-07-20,17.346418631548623,20.327220487204897,14.415636845016818,1.0879906221221312,6.036009079020014,4491.016514355425,0.0,5.9763246481789025,43.0376219991537,0.7034331792598059,1.4337873988395493 -1990-07-21,12.544465222135901,19.58301199821068,13.49573958862864,0.5228520654944274,5.981105466852806,4622.309158785443,0.0,5.109213649279585,52.24145198823049,0.754712060315142,1.7112814641821084 -1990-07-22,3.4125402115028702,21.88023009695476,13.314950352473266,0.7443517280934441,7.314689979275691,2319.3016086307566,0.0,1.3500926887757938,55.740320433694244,0.689090766224852,1.319535359482624 -1990-07-23,10.290024221890306,22.476141584618066,14.215846921767413,0.7150267087706655,7.336470029608649,3460.05056104169,0.0,3.8242152779690386,49.69850764426545,0.6988257700045754,1.4412487713377793 -1990-07-24,10.986275800392155,21.190694307197667,14.774164376834367,0.97332372773298,6.40222401554618,3899.8056953926766,0.0,4.182455124390065,50.30732770502767,0.7140289707639256,1.575025790751915 -1990-07-25,20.368252607432307,20.75139019093107,13.591860181505275,1.0269590900301966,6.610810211402756,7319.768554954173,0.0,9.237338365181547,52.48521053000792,0.8486935067541636,2.431788991110796 -1990-07-26,24.95621160744903,19.180373976124493,13.058710439033776,0.8091130406762901,5.930221954324313,11942.307447921909,0.0,15.007523576435656,60.55126963514222,0.9961042479557333,3.86809750693724 -1990-07-27,4.1956222940389045,20.17262354098333,12.781703452836918,0.6524829515089122,6.586184630347585,4909.92222834454,0.0,2.26393774614393,68.10752241845908,0.8422826697975928,2.8626676430059064 -1990-07-28,5.501185425033707,21.174342295648998,13.153436831093318,1.2293792563083952,7.000170747834952,3691.2598546759536,0.0,2.489965229173169,60.22794312525407,0.7656998336510235,2.242596080142476 -1990-07-29,14.518270243819218,20.89834798901547,13.831254547412676,0.35764688942399103,6.610085344465106,5857.219919349084,0.0,6.488088240304757,55.01427061430917,0.8100070112395973,2.4477319280382215 -1990-07-30,7.026876769732414,20.312397346335406,13.558918677289741,0.2054755893526299,6.384441419686763,4002.6050477746135,0.0,3.0935690936775835,58.29858700700112,0.7609974124143749,2.0644000369731192 -1990-07-31,4.635404504879415,19.523416730990228,12.985941816542141,0.4777819345220297,6.1599099354370255,2764.634193728792,0.0,1.8546702667888413,55.58136007148163,0.7014845265116575,1.6262283440778278 -1990-08-01,5.482381270397885,20.28955530945942,12.216694312268915,0.6384043972416663,6.84661620223467,2506.114048880102,0.0,2.02706285827927,51.95230490231391,0.6690751972255018,1.3672484848499766 -1990-08-02,6.47908466188314,21.64680265596704,12.065060889578419,0.5675092433280887,7.593142843838812,2485.6023062466093,0.0,2.2483095440224092,48.92713912694744,0.64544498419572,1.2323528448856738 -1990-08-03,1.276494677788142,23.278948078823518,12.6149130607793,0.7057943956893111,8.264974303580809,1195.767112257192,0.0,0.38805335595436796,46.492562999747726,0.5564771711429485,0.8612906375194138 -1990-08-04,5.309130686693144,23.464228792836124,12.234921285833256,0.5339722237382089,8.460513487993301,1520.8507022755164,0.0,1.419054475453243,39.832941371500354,0.5258745677599576,0.7767317316750768 -1990-08-05,0.053687993118556813,22.912702910671502,12.364625322937362,0.4703337584329904,8.15375112947214,598.4323078543493,0.0,0.012387348318311946,37.58114529409779,0.43842032023075383,0.5075020077064923 -1990-08-06,0.2810836221625847,23.708705958464016,13.035584055862827,1.0579436102164688,8.374225604206432,372.5868216061877,0.0,0.05358570512624666,31.770689969511572,0.3733814558120703,0.3385191696394759 -1990-08-07,1.3870895520960551,22.444018211183867,12.990364343195765,0.8496036575451191,7.741015355763437,371.3877297702578,0.0,0.22571198675190862,27.044528365405448,0.33120909389821873,0.2547280534175989 -1990-08-08,2.723873812363759,22.581708718951997,13.031143478904415,0.8237368666045007,7.802625487085581,445.6339751333704,0.0,0.407895722696757,24.37700477909619,0.31570688197092506,0.2279241401029387 -1990-08-09,5.5379541686998985,23.684157602848305,13.517217790069655,0.926214514682817,8.232741101945983,720.944264015748,0.0,0.8387117777402802,23.22481179891325,0.3350667444175065,0.27607416106312327 -1990-08-10,10.0068703349816,23.620324392644786,13.650975492460274,1.2624285665440291,8.162910972303996,1367.6179984770847,0.0,1.7410854834471419,24.399223930181957,0.4008076972336768,0.4448172889463913 -1990-08-11,6.008012222731978,21.924954905908926,13.835064787517481,1.100486120143924,7.20327961222036,1148.5720130318803,0.0,1.1544665525711189,29.11355599382424,0.4091424842245595,0.46533973603550566 -1990-08-12,1.7468748049758889,20.072889557597414,13.824849870837786,0.8557477862959042,6.167353506425301,589.9544401042494,0.0,0.3245898881021747,30.32706731668554,0.3736397041731536,0.35233790275982146 -1990-08-13,5.473684900943924,20.71926005245119,13.602767180461653,1.0084751325398955,6.624589136631584,916.126555053213,0.0,1.013789788938423,28.36394322935263,0.39418545174671754,0.3837198867050209 -1990-08-14,7.440986258280043,21.6052524586719,13.984166199605616,1.3748916933958586,6.982240521945838,1285.2136498869313,0.0,1.4922472990724795,29.606532204529653,0.4315785002756195,0.4770003073799007 -1990-08-15,3.774062792483096,21.83831637237083,13.640701529731945,0.971195779420346,7.2329986540966456,907.1380981845102,0.0,0.7737140964603801,32.09966348156638,0.41790461620781316,0.4283141822073027 -1990-08-16,5.152369009881632,23.797488443535887,14.165674957935467,0.9199061934679804,8.11732971647488,1009.7949205480247,0.0,1.0396106974181194,30.94045088015333,0.42045690845653416,0.4371084885036059 -1990-08-17,2.209482185294705,23.198645060261068,14.262074215897089,0.5475717878245352,7.768495404071267,621.2161336943947,0.0,0.4170998175319709,30.53136744847299,0.3814087250371636,0.34804669087248574 -1990-08-18,4.357549020859757,22.13650494167687,13.460731840015324,0.2429017906327026,7.462024648890019,764.6255334569141,0.0,0.7791305272812075,27.97586246238547,0.3766623465142923,0.34519617028932575 -1990-08-19,1.6022419279590716,22.180068744581362,12.826528867293026,0.5146656233983063,7.686839040821509,448.4647108424151,0.0,0.2700152526734927,27.817513894399887,0.34272023128983586,0.2658202937419116 -1990-08-20,1.8690648010525728,24.16374048876599,13.242551804028347,0.935149479960106,8.591873666007254,378.56144528500454,0.0,0.2850935221263733,25.237537256487347,0.31577355647463445,0.2164462180483535 -1990-08-21,5.041608501535903,23.593774182452613,13.832280780707565,1.0424377301483678,8.128488041310584,644.2760239106651,0.0,0.743055452999835,22.84360407140497,0.3248438416780252,0.25403748471348137 -1990-08-22,3.842960654110088,23.300543582057163,14.606744284645586,1.1031587254715276,7.724905081627012,584.2498429936489,0.0,0.5731607803964791,23.721023273855902,0.32110174551082854,0.252638658797367 -1990-08-23,5.494969054377774,23.005534854809824,15.034684409108,1.1571065052785925,7.4133146752310894,754.2049112198431,0.0,0.8466737270782412,23.653769817999077,0.3395630673642691,0.29337447555788676 -1990-08-24,11.853985626614213,22.537235008859682,14.980102735107453,1.1071255682455678,7.170243166382797,1678.471828529307,0.0,2.1976273863798124,25.15438868447301,0.4311224974177788,0.5255942296959892 -1990-08-25,7.87745910442784,20.61548839221706,13.542954599454898,0.7784417624750425,6.620824907465788,1597.8316836062204,0.0,1.7210253111270477,31.936476109181445,0.4638053819126707,0.6041886686023127 -1990-08-26,5.635391872234644,21.30217834969147,13.172063169517877,0.6470165026382908,7.133951530246321,1350.5557683750603,0.0,1.297118946492331,34.6988894249854,0.4698670613909996,0.5908039480878826 -1990-08-27,2.441602745020441,21.905469063450607,12.875992610894516,0.4051813861555105,7.554596787213563,817.3901458145854,0.0,0.5345873223177917,34.746549062198476,0.4332167834963918,0.4659844195994763 -1990-08-28,2.7709629071451696,23.113462854885643,13.170672374424989,0.2975513744250075,8.10046447828478,701.9139778850544,0.0,0.5529782450644207,31.82032084757528,0.4029650293705108,0.38753306274514443 -1990-08-29,9.635118692196333,23.056322472888827,12.604967331407629,0.19925199138599367,8.236948206122904,1585.0287207478518,0.0,1.9868144563532049,29.305990944710647,0.45363755505070347,0.5547876616053843 -1990-08-30,5.833592065106813,22.058621853045373,12.549075536634911,0.1796803307331997,7.744567716523407,1306.3207641977317,0.0,1.2664203301599093,32.77671809835546,0.4497839652135178,0.5539718965387734 -1990-08-31,1.6820886044771286,22.970389238256235,12.847867525229418,0.8596418741351236,8.131953207919496,666.193043079181,0.0,0.3414732293753908,32.863177698750995,0.4024289572251794,0.4126040116591452 -1990-09-01,20.963164787695426,22.391933031845326,13.048370041476044,0.6068545603309455,7.775234653338781,3690.0033349398755,0.0,5.1976177616448815,29.24795460841079,0.5849255363185836,1.0599999068316341 -1990-09-02,5.317948435819017,21.22022672995888,13.071121389940524,0.6177498520206449,7.147339282612177,1987.1218906705187,0.0,1.5211952419868853,42.229254879732615,0.5538927180730114,0.9216345672725588 -1990-09-03,10.456828504671156,20.992406852774398,12.752039956795453,0.390760878854568,7.134555087136739,2724.188315899558,0.0,3.0809348992775423,40.68707449659718,0.5957918336065294,1.069058638950669 -1990-09-04,2.9157817874851526,20.20024809567333,12.688518371310707,0.40258765390366974,6.731152921421708,1430.3474165064456,0.0,0.8380134237006951,43.61206942996226,0.542017956469363,0.8235068517723715 -1990-09-05,4.150009336754047,20.738041142127333,13.466105828329912,1.2374672458143054,6.753467151440162,1319.6867788191034,0.0,1.1032499149654322,40.23051238587246,0.5170030220979092,0.7040503533366439 -1990-09-06,3.664988099706685,22.221789052828527,14.054597915736515,1.1324789522923462,7.373365362752417,1126.2700037956524,0.0,0.9174235721795103,38.427336243008234,0.49034707226558266,0.5979949814440001 -1990-09-07,8.984348478352189,21.811826601388265,14.112130757149206,0.4942168361747185,7.127810957138722,1929.337472881737,0.0,2.268075402072064,36.01744422460534,0.5242404082733203,0.7346146129683685 -1990-09-08,10.659226078820176,20.75692613163282,13.703560009563516,0.4098357998982511,6.685993496860153,2556.927741509668,0.0,2.973945199745131,38.619284730317354,0.574061277874063,0.9310266763441809 -1990-09-09,1.8801431059522715,21.825703535688614,13.733454646063015,0.6054384504471682,7.277609070690601,1126.5851547210932,0.0,0.5168088260311949,42.54100115973168,0.5174762472135863,0.6847463865281163 -1990-09-10,2.0371719395358183,22.11879895830965,13.852875105186305,0.8696749264312069,7.401859073146859,810.6279962096636,0.0,0.49128526073939005,38.013137148523455,0.46655897746973535,0.5205431531610217 -1990-09-11,5.045486186496926,22.744956392631394,13.71135272943413,0.8199063077065322,7.794512321005189,1112.7724955222102,0.0,1.136191181290175,34.3069678394184,0.45842943860650015,0.5118510192675005 -1990-09-12,4.647325966296472,21.17918132250155,13.641660277015,0.7294549899117537,6.962034434704496,1061.8918962754267,0.0,1.0109443618556577,33.437577148618814,0.44366332892113625,0.4871221701267395 -1990-09-13,13.967352301839409,19.893103511720067,13.442160624111759,0.2686067832574219,6.308261943459584,2651.4790835675917,0.0,3.475699229514028,32.9884007570633,0.5470027231329073,0.8463201915483568 -1990-09-14,8.799084170616954,18.771190994285792,12.789328774371441,0.16266778995707912,5.921429609954461,2425.0009204542484,0.0,2.5528168623214818,40.97242325004308,0.579804354524539,0.939618747215895 -1990-09-15,3.694990476971956,19.040266109683255,12.154135518870955,0.17181758530499516,6.322098260236176,1478.56153290107,0.0,1.0761257867209402,43.69984864024292,0.552117778348509,0.775503690786475 -1990-09-16,6.020941633249023,16.566214575643027,10.818682194367291,0.08767858706517621,5.449434500169926,1687.7576478694723,0.0,1.6962490961719672,41.32671447286535,0.5515681282230982,0.7630954372863206 -1990-09-17,1.3461732554013568,15.18767258313015,7.923406159937468,0.046732271669255684,5.71389751520887,837.6269673948842,0.0,0.3626389906174654,42.100661059446004,0.5061261961215602,0.5519564077062583 -1990-09-18,0.0,16.942989291617373,6.819135242271315,0.5391019472457275,6.824054144300261,388.27917544471734,0.0,7.105427357601002e-15,38.51958939103012,0.44872712965381845,0.35929767946561303 -1990-09-19,0.0,20.039205105424763,7.218600904041475,0.654999338486252,8.136140789139848,236.01797681077065,0.0,0.0,33.45439867105949,0.38972108808238737,0.2338859023411792 -1990-09-20,1.2645595732961032,20.964570653122216,8.586081347024901,0.7046308722967671,8.290939063555339,293.55578405557975,0.0,0.21610799706189976,28.3449247408935,0.34493043972919524,0.18515436486175194 -1990-09-21,5.800716654772869,19.95122795677586,10.125363098385359,1.082451510201312,7.450654879231325,755.8187092741745,0.0,0.953305635075437,25.07191521633903,0.3596452533216518,0.2656816552131062 -1990-09-22,2.2983906129201497,20.5056822721069,11.016371497141858,0.7216821592376599,7.487372529510444,473.5713069352978,0.0,0.3740754161461073,26.592434068797854,0.33655854171119237,0.22990477875923035 -1990-09-23,11.371079300937636,19.45617474695947,10.409170672307251,0.4657843798901347,7.1344447192277505,1527.4906830426075,0.0,2.0693465855365663,24.89680159884022,0.42249625066287977,0.46474579315953174 -1990-09-24,5.6939330451253625,18.920483912092873,10.015457921700179,0.3001844000781233,6.981777072011074,1192.413210830453,0.0,1.175519324348997,31.338289710563938,0.43140031564643033,0.48151785115034135 -1990-09-25,5.9053822041081405,17.903669490321775,10.162494613128963,0.5969768391655678,6.425547647570043,1210.632500566787,0.0,1.25467472979964,32.08707895240068,0.44258644271048087,0.5044882524432585 -1990-09-26,7.265689315972231,17.33950787656374,10.71147027167588,0.5244605230932529,5.947681409374807,1479.615901679792,0.0,1.641908542355245,33.29406735664767,0.47249369681495756,0.578402972569216 -1990-09-27,6.021456674900281,17.245268168852615,10.645342079710431,0.5876342803635447,5.923549463033718,1421.8290377075068,0.0,1.4452222643151158,35.849665818945866,0.487770220531537,0.5965695899387438 -1990-09-28,3.976214111824549,16.722585557844948,10.019193695568203,0.4915071167578927,5.865202262379171,1105.4715781666414,0.0,0.9576347765865401,36.994634229660775,0.47728263635223966,0.5341528059712997 -1990-09-29,6.336503336209277,15.931613831137454,9.255634947511048,0.4375041892517759,5.710584574408409,1421.3699940113515,0.0,1.5478758428981871,36.267542340468204,0.49630827925147836,0.5833953350624153 -1990-09-30,3.4253985133107063,16.597921641330515,9.685837368301582,0.3661907531267484,5.918973903642959,1021.8871741460578,0.0,0.8382916672760983,37.79755222543068,0.48021945854811443,0.5074052338111956 -1990-10-01,6.347398216493075,15.90861092632223,9.506384996796095,0.3890259826678028,5.619819636284289,1404.5815143179673,0.0,1.5590180688334163,36.44198381441258,0.4984673222622712,0.5676804912227043 -1990-10-02,2.9985859964801795,16.549936303414324,9.375984344145019,0.536114231019144,6.002236163025762,943.841478771789,0.0,0.7342793058831196,38.032108800749036,0.4779798070316386,0.48133819049227067 -1990-10-03,1.1197310429032346,17.359966096666195,8.31656000442125,0.4858850293198088,6.715704889472609,527.5159421804759,0.0,0.25159109830452486,36.211441917321224,0.43488288307020767,0.35163700053987196 -1990-10-04,0.3800428676283684,17.757219245530578,8.930316682292721,0.3182321577455515,6.748274000956317,295.9408211020271,0.0,0.07454737159942199,32.52552177226068,0.38332754330797725,0.2402500990125999 -1990-10-05,2.074234956828212,18.345915154681023,9.78619275996133,0.3276032282455017,6.80348753821832,400.8019398317193,0.0,0.36543594517864797,28.732168635203386,0.35887373872236755,0.21203454387178336 -1990-10-06,4.292135781925353,17.59207037123608,9.54919575234586,0.3873244629206458,6.496187350066283,640.2454718743427,0.0,0.7357115056660746,26.90174771227457,0.36338761716830503,0.25004746770091685 -1990-10-07,19.712546835032747,18.270852668949455,10.165456101091912,0.8706664814751021,6.659922374573903,3163.4445358471075,0.0,4.525567403977014,27.410109644202947,0.5489470349472192,0.8518536418452164 -1990-10-08,6.511077348389816,17.36993434464195,10.54388744044621,0.7638724214848707,6.0654728418809265,2008.967043663168,0.0,1.8194622006095473,40.78801838414594,0.5510024327576133,0.8315566823322645 -1990-10-09,3.0231489417830684,17.396147804434325,10.674088718380917,0.8421554354943159,6.0374740953633665,1202.7722709958637,0.0,0.819687909087305,41.48491541624812,0.5184888074242437,0.6661139102865171 -1990-10-10,1.2002412666317606,17.008138156286737,10.279926962819127,0.7132563645626432,5.969546270367739,683.8613318487862,0.0,0.2958283258887884,39.15017013878093,0.47005496622759624,0.4786530810749582 -1990-10-11,0.7538480746860635,16.53967895829023,8.114808151796996,0.6782658978402718,6.403974701561382,441.0406537408577,0.0,0.1653767558588889,35.65283794039144,0.4241132362526634,0.3367617132438958 -1990-10-12,0.19446328337437607,16.687725866752135,6.057384690080722,0.4831645070283442,6.969659560598264,254.74036097524353,0.0,0.03725641689445852,31.952465220020116,0.3744899460915298,0.2248888873754031 -1990-10-13,0.3229343783472988,16.974073471071566,5.509843799705847,0.4950668556187714,7.209684584139052,184.24036649441845,0.0,0.05334292251966527,27.95157756294221,0.3293789156727601,0.15451434388215904 -1990-10-14,3.3067446551000854,17.35437537737465,7.099544236435231,0.6894318993588712,7.054194359967687,433.40905587239786,0.0,0.504419064983554,24.517378376518526,0.3241321898934974,0.17738683002387656 -1990-10-15,2.447651333135099,18.051416637407453,8.022927693497659,0.7760396062608603,7.168319347926806,381.29205144522007,0.0,0.3617477637355795,24.21163745560346,0.31056265982857506,0.17055193022425608 -1990-10-16,1.0196215174961227,16.562968488214267,6.546388419757262,0.7414382936415307,6.82361711172914,225.21039067856174,0.0,0.1392014242454489,23.157979662293627,0.2816526798660066,0.13221676387283188 -1990-10-17,0.004911255337070535,16.561688507476852,4.122568797414993,0.6554205068298993,7.2942578264680895,96.29413363158889,0.0,0.0005941712343578371,21.180067152237008,0.24679065127372624,0.08615737044132127 -1990-10-18,0.0,16.61936779917882,4.806598910808313,0.7320892182332417,7.206074492469297,56.85458759274298,0.0,3.552713678800501e-15,18.407687736575845,0.2144370958305425,0.05608439876088994 -1990-10-19,0.0,17.495354015361414,4.629599767888546,0.959992293372534,7.616955317880297,36.557529882558015,0.0,0.0,16.044631592771665,0.18690909209572093,0.03650830762659759 -1990-10-20,0.019987714251645014,17.5295352064026,5.0228472235991655,0.7335419300631779,7.569859024939098,24.776078139472183,0.0,0.0015431157883921548,13.8840596099958,0.16197273504253104,0.02400015454939564 -1990-10-21,11.243422264424037,16.927662613672126,6.259405129277191,0.7869624498309434,7.07172729679212,749.1518051203623,0.0,1.122748353777025,12.054871926667417,0.2714093489437146,0.18657799561505295 -1990-10-22,4.732390643966924,16.29173924671169,5.557402401555579,0.9180515717177966,6.936091040629554,589.588837285997,0.0,0.6169269459912856,20.315041061453606,0.2917856164113391,0.2153897472513358 -1990-10-23,0.0930827337958606,17.082054264627494,4.314745633204497,0.7332378669947863,7.509122754844665,188.6542056634328,0.0,0.011692040093656625,21.881666843860643,0.2559909505457883,0.14198888797104484 -1990-10-24,0.02404490047076113,16.467583898704,3.0962737277743457,0.6033326217693822,7.441744607372519,97.88260916428194,0.0,0.0025893495198997495,19.002142910816527,0.2216422028320353,0.09282235930778877 -1990-10-25,0.7426323355595227,14.493588549459446,4.0289134783979765,0.7697348777257431,6.462738579054299,106.80153276223561,0.0,0.07038568845756188,16.49958910803806,0.20086020281002148,0.07114025412054913 -1990-10-26,0.8670721327644431,13.543048386656928,4.429998808881703,0.8658754184292555,5.9730381482930115,100.14702177224757,0.0,0.07612586316565007,15.262828557610133,0.18790241933571575,0.05790024910041667 -1990-10-27,11.099276294992633,12.528761331918593,1.8146174425297767,0.7725041869394074,6.041063516843021,867.5383376360296,0.0,1.2630873656770287,14.42363950645952,0.29732468411640645,0.2300140516266577 -1990-10-28,2.2617629772191368,11.380765368447314,1.5783652816691889,0.4679201527306467,5.621237128105875,426.6383092760165,0.0,0.3111969666375618,22.704251044089155,0.29083715553020484,0.1971126723727572 -1990-10-29,0.05722604904716564,12.5670984800355,1.835699833708824,0.460166816964998,6.059734686671493,156.85080326267564,0.0,0.007368178675970706,22.403942894374538,0.2616574067375222,0.12943299947118359 -1990-10-30,0.04288868772148715,12.817917701631062,1.7897604276700765,0.5298314158869225,6.171451490972343,89.62951246132641,0.0,0.004882236287742335,20.000225795282343,0.23348870986084688,0.08499819190392319 -1990-10-31,0.04706748450320341,12.959308878031766,1.7040292227129608,0.8019288720011848,6.244934681266521,58.851090553106495,0.0,0.004736898472729727,17.825250913874132,0.20820040561051578,0.056051090784208744 -1990-11-01,0.0014240989092222356,14.047345423408485,2.1556902858931686,0.9077255898349632,6.619201308480277,36.874387162287285,0.0,0.00012662861327683355,15.885349259004336,0.1850701505664898,0.036505906776284874 -1990-11-02,0.2328019207625188,14.521982204856045,2.8327693003037338,0.9536913895296928,6.71205640307363,35.75646912664408,0.0,0.01831207253630382,14.026908698698456,0.16611597156471344,0.02655191309816351 -1990-11-03,3.000837528352258,14.375828949215474,3.191680909883877,1.08165412247659,6.595269348733696,171.80253384557315,0.0,0.23490786301283384,12.575281646135814,0.1814512397149652,0.053052239879920575 -1990-11-04,3.9615538871197775,14.287696341994549,3.398518215991564,1.1806096000556698,6.525619954295925,276.21754927879215,0.0,0.3489861879004974,13.760891591786628,0.20645448759762314,0.08767281732105114 -1990-11-05,4.498708537958788,14.171866632645322,4.416973493470295,0.9366555817921032,6.284241307403708,375.4135279691091,0.0,0.454716066523539,15.665155663582798,0.23489536230607183,0.1263081220158537 -1990-11-06,0.6852733949077845,15.597227551875017,6.226003993350144,1.136970622715053,6.530367437278181,156.3162534728807,0.0,0.07055788928443651,17.891261961146203,0.21640405624821898,0.09296413193243387 -1990-11-07,0.07660134052678147,15.950091291336882,5.439589758525833,1.1895039254369446,6.867165798614887,71.36488269605479,0.0,0.007068292617833705,16.412675919216277,0.19208891298705014,0.06159153254342268 -1990-11-08,0.6895419920113245,12.827610232110088,3.1615367547104567,0.9141088834087711,5.964421188259767,78.19654383379786,0.0,0.05700789976102849,14.483329489706426,0.17675367718698853,0.048773487789226876 -1990-11-09,15.681097789252384,9.28418238004542,-2.8912193303788323,0.22318493929932404,5.4514987124502925,1294.7094889763036,0.0,1.9281858401131426,13.574866407693898,0.3408121697789341,0.3253440270771472 -1990-11-10,0.015557966394478075,7.387307184335198,-2.628056359098729,0.3280606388864538,4.754276907277752,325.4349345755315,0.0,0.0023860761162448965,26.29460495875418,0.3064955799574411,0.21214698579569763 -1990-11-11,0.003059641880899409,12.191422424188488,-0.34458372302771123,0.4397824233176631,6.2560836055133215,147.1612842861313,0.0,0.00042438855283716097,24.01148625590619,0.27975319625715517,0.1381623362712477 -1990-11-12,0.09119753478005728,13.635875602300072,0.9549912350905032,0.3512020828943711,6.659169723981087,97.79031810930422,0.0,0.011116262907865118,21.284028238421485,0.2490069042414199,0.0916298025289398 -1990-11-13,0.38712705407725695,14.394744011935966,1.2468063846450588,0.5326571009060057,6.925862857601618,87.54842487236621,0.0,0.04167176184607785,18.813233026114233,0.22367119180949505,0.06599183619570642 -1990-11-14,0.2507100507378713,13.298235017908164,0.13256951362316235,0.4330037044116172,6.634567288122408,61.026038217355016,0.0,0.023880248535127546,16.82468587474245,0.19891679850376476,0.046593704364951215 -1990-11-15,0.0008974281279094178,13.362727271571574,-1.0741963763878328,0.4916501076173008,6.788713735500676,31.954475725888166,0.0,7.544425062559052e-5,15.064424408797716,0.17550079666136964,0.030341799139159412 -1990-11-16,0.0,14.844130324299874,0.5666904764457705,0.5595859363267546,7.194484089476793,19.87454617304904,0.0,1.7763568394002505e-15,13.261201774772186,0.15448401974760795,0.01975108517503351 -1990-11-17,0.006376457193051854,14.948163415397,1.4092475437293217,0.7800544011350666,7.1390780365595425,13.13101687973245,0.0,0.00040730135404937196,11.587613951818788,0.13506213642768672,0.01291904579608312 -1990-11-18,0.0,14.972483559020116,1.657319448242376,0.9494553683491912,7.120028976631929,8.433772617429803,0.0,0.0,10.148869202652493,0.11822745305791803,0.008409691618097695 -1990-11-19,0.0,15.116489954408012,1.0246586165910536,0.7537250154157923,7.259290648366376,5.476161945750371,0.0,0.0,8.892265810934878,0.1035888745581689,0.005474313987875549 -1990-11-20,0.7264274947838084,15.017442162501428,1.6568472476242853,0.4810290131702328,7.1442481195599585,24.58876200445554,0.0,0.032185247491891666,7.773594995109188,0.09901950550830069,0.008464200510536058 -1990-11-21,0.3421204503399484,15.43292178079565,3.8517089392254618,0.8223691982597993,6.986523018570643,16.632862012154074,0.0,0.014169588225047658,7.448689035998851,0.09075765431961315,0.0076673258468331115 -1990-11-22,0.12102840320891535,14.477371905479533,4.319282378816965,0.9571427029794772,6.487629655197564,8.919628181608736,0.0,0.004535233504668959,6.850176904284197,0.0812098206993684,0.005681625061202273 -1990-11-23,0.12002926256448315,14.032605089912876,4.055410741366167,0.9720692303175812,6.348345543041639,6.68610430121647,0.0,0.004059523100998275,6.191173525018373,0.07352123831815065,0.0043165932411552525 -1990-11-24,0.004090443277478073,14.315255981029518,3.3756168188135227,0.8418719303038967,6.600867796521152,3.151393156036325,0.0,0.00012418809957068754,5.621344330338888,0.06553250538043039,0.0028288087928765716 -1990-11-25,0.0233457290862461,13.564918661801448,2.051433563753452,0.6104071982908831,6.510629463915088,2.2791141302495275,0.0,0.0006287710566269498,4.987256992624277,0.05837012836051537,0.0019371612522361891 -1990-11-26,0.2398033509066252,11.584919915966244,0.2301626298342215,0.7926769668551885,5.987934846568024,5.151531592711079,0.0,0.005897019097156231,4.4508133601792235,0.05464250804194512,0.002158909201711629 -1990-11-27,0.2424400964312378,10.459929616398323,-0.3123137568025329,0.8074096411292728,5.629246603886273,5.437035252710079,0.0,0.00564366001770758,4.208983406186427,0.05185606915291559,0.002264679031994915 -1990-11-28,0.7573109154881709,11.314690828472841,1.1137411699265292,1.0590625683605193,5.753086469056571,13.5347657587937,0.0,0.01792053826330331,4.0219600608934485,0.0556752701930132,0.004202866297208976 -1990-11-29,0.04324073723413584,11.818190486941695,-0.3330345366718779,0.9565212600654536,6.157806020224452,4.459628984405243,0.0,0.0010063587652292955,4.307648937535592,0.05068491814335107,0.0028891014135200657 -1990-11-30,1.584811048257791,9.604247642709764,-1.970476631508891,0.3751803427437081,5.520220555652643,28.12597323259976,0.0,0.03996151045624896,3.891880452687134,0.06379974698771725,0.007965399543200314 -1990-12-01,2.1550402904332637,3.84294182871427,-2.657382647112605,0.5171175099908067,3.520992504076449,53.45326178181928,0.0,0.07032592801539383,4.957152805457411,0.08285223295256366,0.015893262180761227 -1990-12-02,0.9184819746640038,3.923097059715796,-3.3696513516450906,0.6124202302278071,3.666518914641503,37.848920553145604,0.0,0.03558314599882295,6.679676827826246,0.08851340432225115,0.0157638263377289 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-1990-12-07,0.037921461060882934,9.0455727031391,-5.72276921925882,0.5816047073610392,5.625504525499468,2.6873050071035425,0.0,0.0010453196705022885,5.095377201342619,0.05979945297580205,0.002116398853338356 -1990-12-08,0.009753304575392092,8.082978661952009,-5.852388755815062,0.5492456776512529,5.312614206573608,1.6011192721745302,0.0,0.00024366169750651007,4.63750546789509,0.054137417420519376,0.0014147772757904906 -1990-12-09,0.0,8.837528012012902,-5.143007904932843,0.5003134680168045,5.528536493138516,0.9399992360473468,0.0,4.440892098500626e-15,4.223877526203653,0.04920531262942285,0.0009209535120083235 -1990-12-10,0.019980945891873783,10.386767610743151,-3.561010241716036,0.6102970400143339,5.9635457668181155,0.8694817127999093,0.0,0.0004111406445958671,3.8238832214074354,0.044778414355918374,0.0006620996883447009 -1990-12-11,0.012402451720442948,10.979366580481312,-3.31383680865707,0.8142590617564477,6.157879861936391,0.6051036038113752,0.0,0.00022988565806768106,3.4516272974458833,0.04035360062121559,0.00046599926592500086 -1990-12-12,0.09439477967670984,10.487663821697543,-4.0178723614872,0.8079836909446578,6.033361836824664,1.3575551830813584,0.0,0.001590551004703955,3.099394166602792,0.03720547828367618,0.0005455285075256419 -1990-12-13,0.014845341520846168,10.219310540542033,-4.62754571042944,0.8171544897287579,5.977825334522131,0.5975278803486157,0.0,0.00022811312324545578,2.864614083973829,0.033543752240976436,0.0003898470114452881 -1990-12-14,0.005698578844107227,10.957052811810373,-4.517407950232874,0.7597412960740968,6.22976293794877,0.3257022894070596,0.0,7.88465562379546e-5,2.5856415961425725,0.030187358096531877,0.00026577763461376765 -1990-12-15,3.6056192140363694,11.353333323990226,-2.626785762858629,0.9677874082155398,6.244661212385549,52.34188486563131,0.0,0.0798508202169752,2.315983330588209,0.06898265933797573,0.012331475747614621 -1990-12-16,0.16357391423688072,11.337423046783538,-2.1988996039418147,0.9184206251560134,6.203003056355706,15.75277109549457,0.0,0.004736003948404011,5.285527599461539,0.06347834232115575,0.00874833769756798 -1990-12-17,0.04348614546120698,11.41382846903285,-2.2267621050902844,0.8383242814814161,6.234695928365183,7.075091526068679,0.0,0.0011453093607742687,4.868389798733752,0.05722002826352817,0.005869146938860429 -1990-12-18,0.9152502490508282,10.912430683708722,-1.5584594042827749,0.9377003062394555,5.984591712183677,19.52814130933004,0.0,0.02387585543998305,4.386471848059619,0.061761471928166174,0.007455990511505434 -1990-12-19,0.7815938504306936,10.967432978601623,-2.08666634152796,1.1080480965633883,6.059414819293552,20.413947653785154,0.0,0.021688123582105368,4.756787446429142,0.06451839133173702,0.008155836601340474 -1990-12-20,0.08189413656872913,11.0392554851574,-4.033739275322772,0.99501958460768,6.237539939475661,8.116255467474419,0.0,0.0022073079982363186,4.961662508305362,0.058754019247874184,0.005645161554025534 -1990-12-21,0.020535701558526718,11.9012990821322,-3.5180720838381205,0.6735389693165694,6.513680387185459,4.232470332774877,0.0,0.0004986228637681479,4.503639462116916,0.05270357673438546,0.003750657546147112 -1990-12-22,0.5298436959971806,11.485117082582667,-1.7810744750708007,0.9033871149930628,6.224004579994439,10.45718185837019,0.0,0.01220083345100087,4.019117273383414,0.05299231458507553,0.004299258915146396 -1990-12-23,0.24704961509382065,9.9498975260306,-2.6830950064893924,0.9189442629659312,5.747557147811391,7.140549298555704,0.0,0.005558396775285052,4.063659114071835,0.050216837338941195,0.0036449635107679078 -1990-12-24,0.1302985340788078,10.581708392490787,-3.0431389579581154,1.2236013048419052,6.007383945676894,4.55572847041558,0.0,0.002764360353040868,3.8862440293942693,0.046790000727769045,0.002793614633345641 -1990-12-25,0.012910957493890849,11.16600939532058,-2.3367520265509065,0.9125775554797364,6.159910046580991,2.170538560511261,0.0,0.0002499637772215603,3.6034952155776505,0.0421286827653109,0.0018565725041696153 -1990-12-26,0.2217679153220625,11.37236674858265,-2.204881833758804,1.13830092456897,6.2244105171939585,3.8349547880805495,0.0,0.003976614541403828,3.235460070092785,0.04027436467989231,0.0018140397510065197 -1990-12-27,0.004903159137808084,11.734202834333859,-2.548233203990269,1.063993043636235,6.387101617956014,1.4665365082336366,0.0,8.11659842049851e-5,3.0893867818798,0.03604638225642266,0.0011932133381818192 -1990-12-28,0.0814292712946169,11.722958924185136,-2.575265304827998,1.2705483973477545,6.385558327812039,1.5953253918417194,0.0,0.0012184666642704317,2.7567728732140893,0.03306313285829771,0.0009622553519411655 -1990-12-29,0.10957971652831597,12.85181995502808,-2.2810103682713074,1.2974082957839876,6.778547024106658,1.6871528696694704,0.0,0.0015133243766497217,2.528889182448365,0.03073637581387039,0.0008568090005105622 -1990-12-30,0.03830031246425047,12.994637754953509,-2.474569152547157,1.4801089307232067,6.846211037194579,0.9654412708983497,0.0,0.00048125665427577874,2.3333916833672532,0.027628605562452647,0.0006310208244359542 -1990-12-31,0.01614725413581651,12.628213814686953,-2.4882710712462512,1.3907978492562836,6.712124454841208,0.5641938323567366,0.0,0.00018122571124611075,2.0949059587716783,0.02459234025467161,0.0004383591904792774 -1991-01-01,0.08631326811500367,12.290553348890484,-0.9593281217089948,1.4049706344386932,6.447849863678041,0.8737167669421553,0.0,0.0008805832271865932,1.8696594212174877,0.022785757180729824,0.00041943303514792025 -1991-01-02,0.325265853894184,11.614447753531346,-0.5607276238357856,1.0625362238863507,6.144327487482766,2.4826297812316707,0.0,0.003302775181769191,1.7411936943344837,0.02407285426148149,0.0007759275052232364 -1991-01-03,3.5211758970658065,9.167730379854977,-0.4141506315389757,1.2537852909982463,5.182070828163958,45.28703530365999,0.0,0.06825281024493934,1.8501654123952476,0.06257248860359632,0.01089759098289731 -1991-01-04,0.29032266693954795,8.864162467791527,-5.134026075199132,1.1520373893694125,5.553986934933797,16.216335343856752,0.0,0.007881854923359188,4.893099282006847,0.06038335531886404,0.00829394839231662 -1991-01-05,0.0995577761462322,7.963745060662662,-6.626096032495243,1.0639998558541361,5.3250979332938515,7.8216742820033724,0.0,0.002539700413488291,4.689079045916003,0.05578437595232906,0.005785677494288938 -1991-01-06,0.002496932920733541,8.37848089105672,-7.587879884836229,0.8612714257096513,5.487951180750055,4.006661999722103,0.0,5.842758437617484e-5,4.3511910927154025,0.05071751703580811,0.0037751005848007425 -1991-01-07,0.0009976143185562946,8.78049724893707,-7.3222367280682406,1.0701996182886997,5.61220140264609,2.489382910059506,0.0,2.112910355736011e-5,3.9442875957000556,0.04595990081788279,0.0024606302691306385 -1991-01-08,0.01558348851193327,9.290287770382713,-6.464193597296612,0.922209980043061,5.755757296779162,1.7992750640348851,0.0,0.00029867311294775115,3.5662954717895814,0.041726464119521064,0.0016472320492688412 -1991-01-09,0.01650054143311009,10.778221668016398,-4.471471807907611,1.454033543227353,6.175325925988441,1.2766916657585656,0.0,0.0002861587076572539,3.2293316979379947,0.03781174740273811,0.001115842534776735 -1991-01-10,0.0,9.545661264441863,-5.4937776874070785,1.2405777391733832,5.8021850516151225,0.744304939839574,0.0,0.0,2.9033846147097706,0.033822464492395565,0.0007263610455405199 -1991-01-11,0.002994289693537437,8.961166628091087,-5.458713801845257,1.1333545518261017,5.6022022302232735,0.5015621902244826,0.0,4.1894600418261336e-5,2.615806173215275,0.030507251853801147,0.00047920597349239034 -1991-01-12,0.028785259818864106,9.07925102862968,-5.225660314663468,1.094759124031322,5.629379499473262,0.5538114956824002,0.0,0.00036640248984227616,2.368521849031588,0.027927004281713852,0.00036773075793564445 -1991-01-13,0.004800705246248805,9.51728328998975,-3.724847415778198,0.8496308150788949,5.6817776668808,0.29713940329122757,0.0,5.5599010813024013e-5,2.1672129587315303,0.025302488225188158,0.0002478412108203874 -1991-01-14,0.06008709962412179,8.731995470073818,-2.9554442635950395,0.583514308611992,5.335150488284335,0.5833015429041006,0.0,0.0006384832506551308,1.9617216018031323,0.023552702135288876,0.00025855148681115745 -1991-01-15,0.8510741080532703,8.493996641885555,-4.002576825155825,0.8493879684702149,5.344701640481002,6.926147885732607,0.0,0.010287671299715195,1.838063714509582,0.03132663445896296,0.0017347547991892747 -1991-01-16,0.009705067255771487,8.17011023357272,-5.007426614749677,1.0404268566862858,5.305751184772977,1.8117497897312198,0.0,0.00012697427981446692,2.443898884450955,0.028582824374888332,0.0011485775506653191 -1991-01-17,0.0011968353647843395,8.681963748337449,-5.279971537980926,1.1828383324958085,5.49427529904116,0.8105891247373493,0.0,1.4263824790768488e-5,2.2316056851813477,0.026010637235966725,0.0007498418803794096 -1991-01-18,0.006928674052556429,9.415133520041843,-5.11996693311658,1.282211543525116,5.733377710213563,0.541436046328462,0.0,7.494173490813112e-5,2.0237234054122375,0.023655721500395424,0.0004995228077983916 -1991-01-19,0.061451622629022776,9.013853764825145,-5.045044096867455,1.5000124330890336,5.591597231045209,0.7286176845991872,0.0,0.0006105330639563783,1.832331318202984,0.022061288727672695,0.0004181285485810976 -1991-01-20,0.009953374945563859,8.732716095119757,-6.167891061836714,1.1941946213375274,5.551292536879696,0.36750060812051666,0.0,9.116983828310644e-5,1.7134616673931156,0.02007661808905301,0.00028606398779781287 -1991-01-21,0.07264713531443515,9.346982462290171,-5.5034997720498025,0.975844091044446,5.726530857735467,0.5980444734398815,0.0,0.0006181170528252455,1.5605665545521807,0.019025833420120198,0.0002803316636673724 -1991-01-22,0.04133623481460751,10.22795880997582,-6.2546684227139675,1.4561803538165687,6.051657154201605,0.4339029486536333,0.0,0.0003290982938878792,1.4740543514158269,0.017653274056497286,0.00023259281441026362 -1991-01-23,0.0010758510947448182,9.47838533269995,-6.43554705113137,1.0048632296690023,5.8053077139815885,0.17838646279658116,0.0,7.789505055622774e-6,1.3593774576692448,0.015848359702709165,0.0001525930575364011 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-1991-04-06,1.982364378227584,18.568711174006943,5.207160245064014,1.3534220821892509,7.89749743873224,202.06124653013893,0.0,0.21111193448671006,17.825136851229594,0.2307439750221882,0.09437611281596271 -1991-04-07,1.1591525949595676,19.74729126416347,6.692729860780443,1.5982762507760166,8.151709002489891,148.85151544886372,0.0,0.11485856431569186,17.0106173485714,0.2116655146674406,0.07892332696670097 -1991-04-08,0.5350166301932753,19.55110024361432,6.495699635655616,1.6358808585271456,8.095547906613245,89.89684555013926,0.0,0.047310704107563994,15.535763439518496,0.18721370414345176,0.05857913007137426 -1991-04-09,0.06667588022699407,19.666396706524388,6.462260614884349,1.8494022288942524,8.147568583092697,44.791709010298135,0.0,0.005112896290889582,13.771525582252725,0.16120567534595248,0.03891077444948468 -1991-04-10,0.22663898873197524,20.22352844087752,6.317572505074687,2.0076860966015846,8.412242820845366,35.655163398877406,0.0,0.014972960775634758,11.85856313596757,0.14078442025047846,0.027608939831010468 -1991-04-11,0.2646236799145925,19.023654543641968,5.422020384380275,1.7965667559665193,8.03445941213285,28.78613501526299,0.0,0.015165593009667744,10.309212921293694,0.12317803544898571,0.02028130778396174 -1991-04-12,0.02477582916778891,19.43400336140462,4.691476725218943,1.394518628550529,8.315200820534516,14.956512419430098,0.0,0.0012328133032364803,9.095489323119095,0.10624491247615539,0.013389892183427695 -1991-04-13,0.583877596577955,19.691324705995267,4.833470284723648,1.4544455806020324,8.398609803158527,25.675926009641465,0.0,0.025741773960354264,7.8058625462193865,0.09773479085152288,0.012635755850278525 -1991-04-14,0.23079845448281636,20.652926532554986,6.067272408629488,1.7457612191871588,8.620194958220488,15.692781440395317,0.0,0.009130221114725084,7.170854384911026,0.08622424293257538,0.009615494221745038 -1991-04-15,0.1959583241528159,20.6585586817161,7.422039938370728,1.8947807388548603,8.386290409143419,11.338534601980328,0.0,0.006787412080575206,6.300829383371684,0.07568317695116837,0.007292718568544231 -1991-04-16,0.6170698607968812,20.549533242107415,7.338426821776941,1.766107313300557,8.348116375937034,17.969258047036924,0.0,0.01956370709408839,5.558826378114108,0.07194500866023455,0.007726080446352326 -1991-04-17,0.2766673238321075,21.603460036324453,7.112013694540639,1.803779291464076,8.852209416556537,11.489895242619129,0.0,0.008101684617145055,5.2890238532939415,0.0648365329416759,0.006262916412402249 -1991-04-18,0.001761435738440559,21.85987458994214,7.531728691879313,1.6389475606023105,8.88969031490022,4.665699504094916,0.0,4.4756733089895825e-5,4.71958323948944,0.0550004680141968,0.004083679101198132 -1991-04-19,4.976844760913559,20.149336389889072,7.0782888736868035,1.4423060578891351,8.20343175249188,117.08830976107852,0.0,0.1751011312042623,4.002042031907794,0.10459795033452607,0.029320017123553227 -1991-04-20,5.019305957924039,17.655815464089997,5.2805818890515575,1.3879711801401289,7.432743326570448,213.0254985339883,0.0,0.28133173131688416,7.702660343813743,0.14820229167501864,0.061922865259837666 -1991-04-21,2.017035351193821,16.22304346542818,4.532964808947203,0.8649890373677709,6.951100057315448,145.24820263882856,0.0,0.13446275658789597,11.06608547748238,0.1524094973279506,0.06078281599274942 -1991-04-22,2.5717019535583514,16.724431669678154,5.1941969332840285,0.9148337047236884,7.0419325665235375,167.46111955528693,0.0,0.1818372812154294,11.488404474429027,0.1637907179126671,0.06725416873158364 -1991-04-23,2.240169662026601,16.754442653256305,5.21416161718348,0.7452766957633902,7.047245506853781,164.12565459612858,0.0,0.16703175828930528,12.319097406487188,0.16960560132655253,0.06921235562630647 -1991-04-24,0.7853830836941823,18.094063108028045,6.736210467911952,0.9278239909237964,7.334847242528377,92.97306438239957,0.0,0.05721177752103179,12.752451130915407,0.1577066003269917,0.053765328838307244 -1991-04-25,1.051431211977944,17.61159344270534,6.752497474835925,0.8897180046538669,7.112808082853243,85.87718036501003,0.0,0.07157662143317234,11.79479355424391,0.1496498186342783,0.04589730010431198 -1991-04-26,1.6230958573779657,19.066453538152558,7.7448842575033625,0.9757122155830564,7.555029938107275,104.90711408212891,0.0,0.10803061533278546,11.245225939326838,0.14990723407455805,0.04632624229497327 -1991-04-27,0.3938313310953797,18.406979186348632,6.933639740552606,1.1833660517700157,7.422315197142436,52.85810991624984,0.0,0.024640293479877173,11.165271806299883,0.13465572334017842,0.03390805508932496 -1991-04-28,2.419814220924151,20.304449963894022,8.365130521180319,1.0925325581916632,7.980920786058723,122.10241113382467,0.0,0.15016443749726927,10.061573053533383,0.1453997089353513,0.044937304144224505 -1991-04-29,2.3249240296632583,19.79046472599684,9.581704277805287,1.0985155631875592,7.45664956729801,137.83942327067842,0.0,0.152674658810096,10.738826300444448,0.1521838441379758,0.05249904518215891 -1991-04-30,5.136183114662983,18.97909754980634,8.267580116545101,1.4448385163882174,7.38434256532768,303.5021596594271,0.0,0.3976887746424138,11.356286187420164,0.19212609811855455,0.09472840187847632 -1991-05-01,3.6234091376329514,18.62275642198881,7.695047347477495,1.2130036943349651,7.344468447461303,299.6618674958408,0.0,0.32790525281492977,14.33605532512122,0.2092155982422823,0.11159215621107069 -1991-05-02,0.8980104722753527,19.748344938673327,9.14093202141626,1.2995077418368102,7.532704370826017,146.26241041561028,0.0,0.08078968581180523,15.61330182346756,0.19234560623358657,0.08494267201759091 -1991-05-03,2.207333819007439,20.099951770906838,9.947902505549255,1.6872128267038038,7.497849356836759,185.75762723333023,0.0,0.19011484624674235,14.30923978715024,0.19240689693678353,0.08424148104943517 -1991-05-04,1.814685502357544,20.28393524081956,8.845698680525759,1.797550769149588,7.843410182307464,167.1534821026759,0.0,0.1543457025528161,14.323885717979207,0.18800342513780277,0.07833865814697735 -1991-05-05,5.418217378022466,20.653604363970672,9.300430329574162,1.8244229855034035,7.909801432899438,390.97590383202464,0.0,0.5053919858849083,13.900570894084245,0.22505080004178277,0.12794818044750964 -1991-05-06,5.341051586119292,18.617873183416556,9.941213383946039,1.2695791135357364,6.764405501221644,494.532260486476,0.0,0.5835166583985263,16.59090795480452,0.25549247559669364,0.1721372833287497 -1991-05-07,5.404414285446566,18.2576941589957,8.619170557180556,0.806340140327008,6.939206196804163,592.5747055392917,0.0,0.680237940276796,19.25705163576783,0.2872893764142499,0.21562955642768833 -1991-05-08,8.815342531432934,17.526765894793552,7.380166905901325,0.6763029539651072,6.891969446176513,1053.9387100405625,0.0,1.3338778919708734,21.547387221988,0.3537052389732862,0.34346732082249976 -1991-05-09,9.698883333644023,17.137422619440418,7.634667605764933,0.9838666102771608,6.651723050283537,1488.267972628105,0.0,1.81262143652258,26.471947667826537,0.42136568507303035,0.4995794741140151 -1991-05-10,2.8302958221981878,18.502047883045822,9.18790977664503,1.0692115091169927,6.900446197740145,802.8229322884604,0.0,0.5607504251840143,31.582589342151685,0.4008868066101738,0.4105852935066953 -1991-05-11,0.7123007436416782,20.6678685460865,9.024123269231387,1.111934070706189,7.95568967546191,391.86773190337567,0.0,0.12791797505805858,29.92278026732193,0.35687794667829587,0.28674912997459434 -1991-05-12,0.8715841713499086,20.348396603220664,9.405897335433592,1.08664884191136,7.7162667584498825,285.3519552468612,0.0,0.13504361009538335,26.109216032149543,0.3143080500722777,0.2072225910149679 -1991-05-13,0.8125861983286374,20.731562261198746,8.919390452438767,1.0158867620909942,8.00078577443698,215.63795652005513,0.0,0.1104438734215617,23.16568443462771,0.27933061398869724,0.15170887858375687 -1991-05-14,2.887698565781554,19.854795496039234,8.287069902289376,1.0698153413615763,7.731051595974915,342.99639749668563,0.0,0.3630796035945303,20.501329431068843,0.27246633633284445,0.1540395829939983 -1991-05-15,4.523784075862632,20.433800576030194,8.33531003687788,0.739019508058683,7.98076855645543,501.5086853503429,0.0,0.5811554040047922,20.117106296517374,0.2870496852047777,0.18876202422678562 -1991-05-16,4.879271051562124,19.67058834504708,8.890186863775972,0.6554240095182835,7.505911260210529,590.3484044907901,0.0,0.6614692252845336,21.068580941236547,0.3022749029646207,0.223593667265255 -1991-05-17,4.3482308370615295,19.797402008325253,8.027122734335986,1.150806089109116,7.74969650589941,590.7020842248917,0.0,0.6185658990541798,22.390791115727346,0.31149149719180114,0.2397347645748176 -1991-05-18,2.103614527218673,20.38258916336052,8.78276104938397,1.2499381737583126,7.8527787030787355,385.55026038382124,0.0,0.29159165048751357,22.9452717499076,0.29180256118662656,0.2004552006190454 -1991-05-19,2.9485350104261845,21.09956968092883,9.36611362003926,1.5595048839250594,8.053184178014785,404.5824334282632,0.0,0.38915060622692765,21.469862688860186,0.2844577962427017,0.18974084285458637 -1991-05-20,1.1600093739533697,22.12474190139784,10.043157875352584,1.367516428717595,8.378990248094814,240.41583461309196,0.0,0.14211637866948612,20.849366161908563,0.25639431950902686,0.1451516889894108 -1991-05-21,3.8851262728704037,23.345172690661222,10.632740845874523,1.941218239364056,8.821076977752991,403.09310956681054,0.0,0.4569844315100178,18.69073070648363,0.26299344468556773,0.1640695580443038 -1991-05-22,4.7756213870938655,21.321817772826492,11.833412060916435,2.0280102409520606,7.52786199629009,515.3691927204951,0.0,0.5837078189780502,18.987765017864916,0.2768273582592974,0.1956797094617271 -1991-05-23,3.0078222211296404,20.378231958375515,11.485954250492314,1.966011365467439,7.148019749568141,411.3588364109883,0.0,0.3796879885764146,20.52133640225438,0.27409876323082344,0.18519139923251327 -1991-05-24,3.853342185250279,20.59727528219541,9.85939745275475,1.6046018467077834,7.688149904742575,469.12868844967636,0.0,0.49568648934648474,20.48175822869352,0.28348743928016273,0.1960264875899312 -1991-05-25,0.0748717256283874,23.005420710157924,10.632295896030149,1.674053700141546,8.647123707826808,164.0838076291115,0.0,0.008962496614674964,20.938503030611912,0.24479158495140835,0.12896870268697236 -1991-05-26,0.4272159932850746,23.299173290567232,11.652117135809885,1.6170820149040528,8.54572659371939,115.09921386770625,0.0,0.043303989771548645,17.755119582508637,0.21181189577343595,0.09054623608452414 -1991-05-27,0.8319927724062735,23.130955186388878,11.996444761151155,1.7060088393575612,8.373544694262963,109.80995702755443,0.0,0.07373447912318354,15.420143131580845,0.18932637679253508,0.07016850772988448 -1991-05-28,1.3231464035280105,21.934477197076998,12.122922791118727,1.3410796251308907,7.738839886291658,119.9957660035633,0.0,0.10690759332135791,13.84640995629548,0.1767150582620316,0.06195466102103193 -1991-05-29,7.232538501860183,21.371615814581077,11.870055897381752,1.1416567448166404,7.523945971684169,490.7828034786605,0.0,0.6795364585881982,13.099719344013563,0.23685703422074472,0.14379903693866775 -1991-05-30,2.680865623956117,21.213288896746505,12.669065455209177,1.6290502224930976,7.198935492220875,321.2607645416029,0.0,0.2873939326619892,17.591251585421233,0.23615643653480817,0.13736638635608683 -1991-05-31,0.6855657473851804,22.268994189893533,13.14602912008754,2.0594858208149227,7.6004608705632934,154.64037552307795,0.0,0.06961877099449199,17.656741602446488,0.21367545860275305,0.10001954764644154 -1991-06-01,1.9225605496926719,21.511268362768725,13.093773437683664,1.4690375573036671,7.2152147616019695,189.30226689293187,0.0,0.18166366776038356,15.860331292083307,0.2071586467887591,0.09276900169846017 -1991-06-02,3.869073881331828,19.113536479700468,12.164479647550902,0.9014629230082656,6.243201148651214,319.5065176805497,0.0,0.379907790231921,15.501625861507508,0.2256555335196371,0.11823483333103034 -1991-06-03,10.442050494080569,18.704655986423866,10.618752521885275,0.7722739139318074,6.535845315248329,979.607152181562,0.0,1.3467495759119288,17.207304395916598,0.32209625940242664,0.2820278376695279 -1991-06-04,2.8929069495392343,18.50207910864904,9.074689419952275,0.9350232691113785,6.8654369842167515,546.8132741104696,0.0,0.4337693404757377,24.32225624384654,0.31703822018601374,0.2496346570939739 -1991-06-05,2.9728052274054653,20.201118061373037,9.538321482383711,0.6642841783438768,7.549333717462179,478.75818567801406,0.0,0.43621403584020424,23.78292238244953,0.3116861067829929,0.22892046000303548 -1991-06-06,4.363820197020284,19.73512497425014,11.09372304182065,0.8283718468805861,6.907690298514219,594.4461670146214,0.0,0.6395582013750589,23.056200146126574,0.31942466724463064,0.2463986444315015 -1991-06-07,7.110381633844822,21.262146721762747,11.802495121004824,1.2496304129093043,7.46869866249812,948.5526925337084,0.0,1.146514326495053,23.938263783657174,0.36169569193484763,0.33496768023579865 -1991-06-08,3.1722710721298046,22.5975969039503,12.951976581494336,1.3700182905191336,7.812779851408309,632.6849056846758,0.0,0.5283440078716222,26.730780126409815,0.3483502951185799,0.2984963966766312 -1991-06-09,0.9365111145114658,21.920446459248282,12.607302018945827,1.4079593148784688,7.564916106290919,323.08067760234417,0.0,0.14206704164966177,25.575612333028698,0.3088482832688951,0.21593893072641768 -1991-06-10,5.173201743888481,22.001266902358047,13.115771937126295,1.1645803617610349,7.449594822004477,650.9902126300726,0.0,0.7646007890472228,22.842061170925074,0.32635884008640953,0.25698786020777586 -1991-06-11,9.252775747862414,21.980166644157528,13.742600106816333,1.4404773377853484,7.232709856310236,1239.6706395526871,0.0,1.5724823264187489,24.17424039776852,0.389402100205505,0.40672068274572337 -1991-06-12,9.764825615393804,21.779149516365,14.405606733415356,1.7386355151759008,6.885782005010773,1658.7053482785896,0.0,1.988926129994681,28.878711103210076,0.45017103207878534,0.5675994339148895 -1991-06-13,3.876791429881272,20.41601783053485,14.170202044619492,1.4424926760207009,6.19502214472316,1037.400866937624,0.0,0.8347474287236052,33.51409046346978,0.4355784517042499,0.4965831818935305 -1991-06-14,2.0597410513012178,21.7193851428334,14.332217751533108,1.411858719701673,6.876679110414678,656.7035970510146,0.0,0.42199174117130545,32.9422618411934,0.40774962917287033,0.3875067886002845 -1991-06-15,1.578363596150498,21.34102653612472,13.329833223834312,1.2024155382873782,7.021973582828003,472.83541580512576,0.0,0.29356943122218015,30.43873326959865,0.3729774954392802,0.29694898930872715 -1991-06-16,10.535165701997117,20.04573668052273,13.07704020353043,0.7932830912782536,6.403792296189648,1581.9220162610402,0.0,2.0963249232650956,27.81010243034903,0.4466964050463253,0.5124962736143843 -1991-06-17,1.6615088815530763,18.322178473317834,13.151405625931787,0.8407155658573057,5.382939196658938,682.5772223261442,0.0,0.34585220845524933,33.610962506439996,0.4109004039751342,0.3862720947443796 -1991-06-18,2.28781690323548,18.287662854031282,12.732890914028616,1.1410046052557794,5.540705838121499,575.0019052816428,0.0,0.4500876722969802,31.65325333954695,0.39539048230272666,0.31997747605701954 -1991-06-19,5.605223898443262,20.738671273230068,13.390148206432311,1.5607643591596514,6.6691985405244045,966.9360641072027,0.0,1.1180713221356289,30.379618931562213,0.4191990488328599,0.3785331738221029 -1991-06-20,6.909293998361116,22.879366265667528,14.13875103571527,1.4885823302452323,7.573888808077478,1267.0414025617938,0.0,1.4598270821854005,31.41229490754402,0.44642055809465003,0.4686875441098645 -1991-06-21,15.006522739038475,22.99918925170238,14.535407865012749,1.2052546319246344,7.505052786627097,2855.935574262098,0.0,3.767344581921156,32.74752784573714,0.5563023486755957,0.878727429764158 -1991-06-22,12.05759896994231,20.38002273783444,13.02559435125711,0.8220606075495259,6.600204378655409,3160.0749332254595,0.0,3.61681419894885,40.52337201497146,0.6125327023855922,1.1227236488861967 -1991-06-23,4.403801045183724,21.769679280274854,13.854681009731722,0.9181842257151216,7.066532764022402,1842.0474458765534,0.0,1.353426381152798,45.32447486419854,0.5793007366959756,0.9369194878547077 -1991-06-24,20.02321511408105,20.670934432235576,13.378595152143106,1.0279401117441926,6.632268175121304,5317.985862056214,0.0,7.060502125026506,42.537053110202834,0.7287847569110643,1.6849563033691688 -1991-06-25,13.859252079262586,19.50974655027273,13.678238084965004,0.9207850359832256,5.857006151882908,5348.22127690103,0.0,5.8701948118143115,53.158109036862385,0.7807068706089332,1.9906512399184173 -1991-06-26,7.091870530461531,20.80338776487635,14.304391831216686,1.0338091725151508,6.355201032082427,3675.7256489762794,0.0,3.072893530432001,57.60723718063866,0.7537007884389815,1.7637138318591612 -1991-06-27,5.38517976178008,21.734010988600602,14.975854293923488,1.105226787859032,6.627063182964475,2760.5461792635238,0.0,2.1521344382859624,55.15234767112977,0.7052211965591378,1.4757890712924056 -1991-06-28,4.160864068651668,21.711288836110338,15.078096961405365,1.2143866664309746,6.5723430856218075,2080.9759300143114,0.0,1.5000600990812512,51.61280837547464,0.6497255121814209,1.189075633512958 -1991-06-29,4.603647544338382,22.17615670185872,14.751069031852715,1.2201158433522106,6.966500896225636,1864.2011504959607,0.0,1.5193849097407748,47.92802327874355,0.6119583888879665,1.005381148954782 -1991-06-30,9.542199775795387,22.78418326554811,15.003908762699568,1.1448833177293891,7.215540121888248,2779.880577567516,0.0,3.107385129010167,44.899992783710275,0.6342146732482117,1.1276011657574678 -1991-07-01,8.762902072318115,21.898909225381455,14.926747368951302,0.9349776780747832,6.740763337198518,2827.60183588301,0.0,2.9178381079865776,46.154434611803154,0.6397497805165224,1.1782993182622574 -1991-07-02,12.375535285657131,22.824231825421567,14.662663209204789,0.9024093158508012,7.359537620954588,3839.1932141761763,0.0,4.421818999328794,47.054441761595214,0.692318984636318,1.4403047414605117 -1991-07-03,10.824510175336046,21.83985393212787,15.002410886245148,1.2100855943949824,6.676648993601647,3864.408634228327,0.0,4.066403688802547,49.85511333153681,0.7068765195886025,1.55674072619721 -1991-07-04,7.9432887669905075,21.452233050334524,14.264988866702875,1.4728530649015676,6.738991700722139,3234.9515352342646,0.0,3.0080979023629,51.659905597135996,0.6943368490693531,1.4713923896337768 -1991-07-05,1.6350847651471336,20.118245857815374,14.261384019315214,1.336505024492495,5.969352819976772,1516.571959991695,0.0,0.5583885571400198,50.749096383757006,0.6102402340687256,1.0428301970019047 -1991-07-06,4.4968086906996465,21.21244035033268,13.855011290788902,1.1445350275714878,6.756372362890085,1642.1077806719984,0.0,1.4024809497381998,45.828328314398995,0.5862537642468147,0.8923818884112209 -1991-07-07,1.9006265930766055,20.49539301255772,14.12157126072033,1.1879220674453908,6.248636605691794,1014.7201537141019,0.0,0.5343115607540447,43.32843173397855,0.5268878988821911,0.6622554958149206 -1991-07-08,2.6591961584805626,20.105483900586766,14.295608100056455,0.9101164337513352,5.9476831767355955,911.809328243414,0.0,0.678495537503303,39.5760813621593,0.49201237997574454,0.5344081706377493 -1991-07-09,2.152014476324984,19.326749845254756,14.113049093149804,0.7101469044010755,5.557156702719261,722.1562349924384,0.0,0.5084113982533065,37.28717688414254,0.45943986981261514,0.4252877479502089 -1991-07-10,4.9701235580782654,20.51323430335244,13.381728787978112,0.5741987658326053,6.542574259810368,1060.2464034738853,0.0,1.1491733711336476,35.17846820396969,0.4677039040613961,0.451820957666399 -1991-07-11,2.9443346844761513,21.35191685913802,14.233077576597154,1.0753391788246678,6.696171491781536,791.9035644885721,0.0,0.6561872213800313,35.04160763445243,0.44251050266744546,0.39402840604007106 -1991-07-12,4.8132443284074045,22.855921618872884,14.174749128565145,0.8979046783825101,7.545286013948956,978.0513436587272,0.0,1.0381828597705978,33.09491277536129,0.44160435758957683,0.41457265027520857 -1991-07-13,4.307104366592407,22.018439240447766,13.512908011740954,0.6144140326262514,7.31501620201156,921.8710852152932,0.0,0.9008945295046207,32.42502343085598,0.4279044126172462,0.40704181127539074 -1991-07-14,10.477033657092877,22.640218964020747,13.790239399706063,0.9466960336548256,7.556697749231393,1865.920925724582,0.0,2.3633226627338626,31.60511317816361,0.4902285111962397,0.6248158764930452 -1991-07-15,12.526525333144852,21.747704698628734,14.272368994153778,1.3241791492088577,6.906216243213426,2716.813974545606,0.0,3.3198038076229164,35.86243038542996,0.5636985635054073,0.9122149417922535 -1991-07-16,11.806031668572338,20.051054382211298,14.468475974682882,1.03930949330051,5.843807436211876,3170.538131599569,0.0,3.6330859953885266,41.60055356573041,0.622150549257446,1.1470000666915197 -1991-07-17,11.201955773361249,19.221188076531003,13.595629750351346,0.9693562203429441,5.724514829471311,3531.7502689466824,0.0,3.9170603188789457,46.809567756275406,0.675794961780164,1.3430734339502135 -1991-07-18,5.351177936749166,21.44659812402556,14.024162045401546,0.912114201212592,6.831479769802787,2369.9871640389097,0.0,1.9154327338817358,50.72526539909423,0.6532525880233709,1.165930611107533 -1991-07-19,4.598883801675472,22.62177092084482,14.138716925761438,0.7291811192428065,7.436864241180649,1878.7678326576959,0.0,1.5155986063900873,47.874213627461614,0.6112760485163665,0.9897383065654212 -1991-07-20,2.433027435090399,24.10829276243701,14.758183580697748,1.0444448051335036,8.036132794884608,1205.1789813384291,0.0,0.709121965386704,44.36235124183087,0.5451344701937082,0.7522474148278677 -1991-07-21,5.008638166298729,23.65922021587586,15.08111844954164,1.0202306381975652,7.685423998294662,1394.8085593941576,0.0,1.3112791492588283,39.26924164571447,0.5158073133517922,0.6893393331768306 -1991-07-22,9.084848998703633,22.738858786105823,14.707344692079868,1.1202140467166648,7.308324404518958,2097.952194379134,0.0,2.4026280236561828,37.54950185260722,0.5432586050787652,0.8145631171184055 -1991-07-23,9.342871297922112,21.855800667810012,14.588528308090279,0.4359199013917468,6.857798590899469,2402.7628846096613,0.0,2.643795388493711,39.79604396389861,0.5724350842865865,0.932799208962698 -1991-07-24,3.2476150972199798,22.312795700546236,14.690785073000908,0.7534867076213732,7.079029975841156,1361.5905632361,0.0,0.9030148277657681,42.260270188255696,0.5301360441168669,0.7447057910657111 -1991-07-25,9.381229830023171,23.642603306235234,15.316662204826011,1.0268138353045555,7.5994980838611275,2250.1863775655115,0.0,2.6031162827944936,39.078314196027584,0.5645208694827439,0.8811313782093131 -1991-07-26,10.960585258107683,24.18258827516581,14.942379445795034,1.090007611855032,8.025329486786573,2872.2335533634077,0.0,3.280249959354469,41.00241238894641,0.6053337315116988,1.0730416288606068 -1991-07-27,7.982276365276422,23.075387553986527,15.250519248598366,1.044000034954493,7.307771428036849,2496.6796169246004,0.0,2.4431076678129697,43.35520422022703,0.598046881365667,1.0704989014216093 -1991-07-28,4.291462849932112,22.608130639331932,15.702547132741856,1.1182910116678721,6.865221827769719,1674.7927387169884,0.0,1.2564781981100337,43.59178835320306,0.5578074483805131,0.8881618387530433 -1991-07-29,6.022836931119416,22.13571048987212,15.672088972604977,1.3797801756782473,6.598248253069379,1768.246542470919,0.0,1.6919848074446566,41.22461933517687,0.5504008679478936,0.835781295725342 -1991-07-30,5.189830270252778,21.49978908760475,15.2168631062041,1.3848137824033222,6.4102194673920065,1582.4563959428356,0.0,1.4295875340078803,40.94826351938078,0.5374775463920715,0.7617301628740165 -1991-07-31,11.559500426271924,21.014976117049454,14.970209734822555,0.9720693850426996,6.225517694274485,2816.1059121144117,0.0,3.4127040805546542,40.195658557646404,0.6029125518414472,1.015485146206744 -1991-08-01,21.68884603207767,20.109823857392076,14.074745488365364,0.7821128018985674,6.065633142879744,6307.5702859452385,0.0,8.330140153510882,45.040474852217066,0.7773513969785704,1.9294200003285118 -1991-08-02,13.285830204390027,19.74913479279089,14.228922470117517,1.2207699770384828,5.785514051941774,5769.698272789992,0.0,6.145969236904836,57.08579015057449,0.8197817191250953,2.1917763470284095 -1991-08-03,5.836254503523501,20.858059733349304,14.440931197372253,1.2198414314565016,6.358027430210356,3552.177397996868,0.0,2.649315224994285,60.17705036481391,0.7690102953026134,1.8301407692630132 -1991-08-04,6.058982629874049,21.40006161275434,14.612486187597446,0.6945757380854765,6.606665843374125,3008.591337962047,0.0,2.5007577870032494,56.13109190022563,0.7244722510813447,1.5721129404649543 -1991-08-05,9.541567108698503,21.68055338506548,15.141710172695177,0.8533376099664993,6.5597307278342125,3666.213571095062,0.0,3.8025497091003277,52.909584945652284,0.7275136274284562,1.6023660024893764 -1991-08-06,6.258869934693514,22.7204327825307,15.171835351649516,0.939619482720994,7.154337872159793,2849.1294017941104,0.0,2.4086386849055614,53.17061376105733,0.6923132374254397,1.4098157785569894 -1991-08-07,6.4932407419013405,22.150868569222606,15.030305035469992,0.9923697696508228,6.88344279887147,2592.0084249470233,0.0,2.3219061649318196,50.10506438725418,0.6593319244932314,1.2712683251884898 -1991-08-08,4.7504921451632605,22.399460138319508,14.600913030681244,1.065751251382075,7.188090672614712,2008.275879721896,0.0,1.5830755564096854,48.22676122695192,0.6171491238208286,1.068582570024208 -1991-08-09,7.833556038298171,21.827871597193546,14.408705324964876,1.5400666199682052,6.939575888546212,2432.5398372783693,0.0,2.50128401965899,45.023146568358186,0.6157447890442355,1.076454472691628 -1991-08-10,5.752978784715455,20.931506084005534,14.750783795572085,1.3590408294244924,6.2871873713093365,2025.5959611764754,0.0,1.7941015391524529,45.18917805881401,0.5934416274981037,0.9738997316191528 -1991-08-11,14.367386070788124,20.796151616044945,14.862531989656055,1.2713968421146522,6.160296946093586,3959.7924089732583,0.0,4.913987406435433,44.306611945484285,0.6835123408996354,1.3821901280287745 -1991-08-12,17.254005480509942,20.51846357143303,14.59902519874091,1.061899378327505,6.108342160908129,5893.684516799187,0.0,7.194995509287818,50.728676185339516,0.7919522012659256,1.9952851670013945 -1991-08-13,4.20782107936545,19.861016471152197,14.412402412175426,0.6263628358033132,5.79251203144604,2897.5781201268696,0.0,1.774011015211256,57.948251712756445,0.7240761538610154,1.568956249508638 -1991-08-14,16.45767018997023,19.25484279019971,13.214972234724769,0.40894585934241295,5.943459478312098,5959.103274423198,0.0,7.349736202605165,53.9569170732722,0.8202822545079085,2.140422690589504 -1991-08-15,12.548468152370779,18.558203615650235,12.631807218876656,0.16314988457012258,5.778832055894488,5858.234381724309,0.0,6.166891484924262,59.957155199899304,0.8446414088256444,2.3323149026032257 -1991-08-16,1.3460554846836037,21.241573366752988,12.892415564591413,0.5357659391447639,7.164148860487763,2301.2874724300223,0.0,0.59984110244821,61.687789716107886,0.7343016079652418,1.6095620519806542 -1991-08-17,8.119998014459359,22.63992944015341,13.548483211540324,0.5871755465895967,7.699071557842655,3183.666789697541,0.0,3.170851176873068,52.81209354335753,0.7098176014023093,1.5305581804838615 -1991-08-18,4.2850380368434084,23.033548482406548,13.657530109176994,0.1965232449688796,7.87650181334679,2169.194594701381,0.0,1.5068891685421288,50.56450921701643,0.6389600795632417,1.2257675761584281 -1991-08-19,2.1457597612507104,22.749354298131145,13.310633142485125,0.09451755144566602,7.8369632040931325,1322.412151246974,0.0,0.646946715282164,45.750096768640816,0.5579542919004766,0.8964242756256717 -1991-08-20,2.525375738619948,22.119671778271805,13.829652149820287,0.4591968653620968,7.336280842849,1058.223859904237,0.0,0.6574737956755055,40.32927289473869,0.49922763398012676,0.6836401696184171 -1991-08-21,0.5255171150472859,22.82681339015284,13.664721686862507,1.0464213417466337,7.7741942748917685,564.081071611624,0.0,0.11870862062024634,36.67578950511899,0.4333700281583502,0.4630927604829478 -1991-08-22,3.8252017947530255,24.116334836532012,13.885506741267907,1.2909367193270131,8.39077396804232,816.8995259496953,0.0,0.7736744785112761,31.678855959180073,0.41359822830031834,0.419254990414071 -1991-08-23,4.242949799167693,23.60109806912615,14.482540217806658,1.053390976944424,7.933762081596743,848.5394470157529,0.0,0.8113520582072979,29.867655320433663,0.3973654488029897,0.39645563058687083 -1991-08-24,6.034362487023988,22.747833784211263,14.569515973919316,0.5834692324215622,7.438714136116795,1063.7821656191131,0.0,1.1559697033579264,29.014035146601664,0.4082900964869796,0.43408744635445307 -1991-08-25,12.464864122911749,20.61485570595184,14.30998224940942,0.4847597596239544,6.319869241014815,2162.267731817512,0.0,2.768901486604083,30.11229056285974,0.49599501741890023,0.7041766812578121 -1991-08-26,15.914182146655715,19.5286078515235,13.170407688751006,0.4793299046425874,6.149006345457851,3637.12863296762,0.0,4.611880673111106,37.27502379349913,0.6196182276971368,1.1606128861129088 -1991-08-27,7.391197390588081,17.815786366805007,12.02371396726807,0.2126091793407714,5.625727452910551,2620.5121315322413,0.0,2.425979553664666,46.30095919269923,0.6254772620746666,1.1248956656343119 -1991-08-28,2.2560018792011935,20.023068828196283,10.781219851946085,0.2269394023598468,7.214367940766735,1358.057232170843,0.0,0.7097333221068287,47.28428416155557,0.5771107820395024,0.840321591277935 -1991-08-29,0.7356445252477969,20.454514686126497,10.708398718447391,0.4575645618292176,7.452078503058097,729.2507139648487,0.0,0.19723133611023946,42.24084304141034,0.5006469750396735,0.577041245390984 -1991-08-30,1.3729711032876788,22.004458323865148,11.258922067946909,0.9534057794541492,8.074858811163706,596.4044484441455,0.0,0.3144009598286426,36.681190208564615,0.4433052077348276,0.4234989205305515 -1991-08-31,3.7695635735886257,22.05812819152226,12.476645372703038,1.017007749525228,7.769463466438951,801.0352870713584,0.0,0.7745698280945406,32.16950187438164,0.4186657733341208,0.39361759171642 -1991-09-01,3.0177438399897403,22.015449352974077,13.337713068187783,0.8346768189598182,7.483890441955036,681.6600331760876,0.0,0.5802196418897756,30.63688185688098,0.39205359733266293,0.344573564132825 -1991-09-02,7.67955987796453,20.9332387750535,12.339119065146456,1.041203717245106,7.232886759181511,1247.7871099949907,0.0,1.509784170108472,28.91483564063184,0.4262999248455169,0.45418813894665566 -1991-09-03,10.65560959019326,21.043294043972388,12.233826865249279,0.8950098687845783,7.327093597295948,1957.8048908837516,0.0,2.4060454157718514,31.545850556050095,0.49161843046627995,0.6620110902147852 -1991-09-04,12.048932846883206,20.423658562366896,11.898951129019933,0.3698210701141014,7.111385820680783,2665.6666742878015,0.0,3.1966777417456758,36.14459807189284,0.5614219969359491,0.9176795153022743 -1991-09-05,4.298573895297016,21.150080138873445,12.448778665386426,0.2823490629766382,7.323380584698774,1564.1857521369502,0.0,1.1790194753543783,41.24726331036743,0.530578158284759,0.7768893660779612 -1991-09-06,2.4755151389566747,21.83242440034049,12.74321965808512,0.7850182589655422,7.5943831962063815,992.3485783965247,0.0,0.6172483616562316,38.89474155894777,0.48193547321185165,0.5997036450714779 -1991-09-07,13.36553261812257,21.789204610545355,12.284008115561775,0.6164848502583814,7.714614671335707,2734.049432107681,0.0,3.5233354858953145,35.24801929812479,0.5663149571042505,0.9268587641634748 -1991-09-08,16.12849292885981,20.92120749746589,13.797724265068975,0.8449178270704358,6.743930055389427,4198.584388642905,0.0,5.185940638140803,41.01698524833821,0.6657061199390742,1.392977566181162 -1991-09-09,8.253371084102032,20.348467968725814,12.503534776783619,0.6019616194286221,6.892933510084991,3132.71729470814,0.0,2.922603147912877,48.819919237624305,0.6648651803108544,1.3517724299690712 -1991-09-10,8.840153660142336,19.884617701245997,13.099304605994652,0.343919643393386,6.426303039947848,3122.239113651194,0.0,3.1359181316478857,48.58932314658954,0.6690145116397922,1.3574301804717817 -1991-09-11,3.740415040110476,19.881870683194162,11.508234615258932,0.3597252804061773,6.976765406291195,1908.8108814855675,0.0,1.26852911399576,49.418136907491906,0.6192611294438076,1.0767755456140828 -1991-09-12,3.776076316965288,19.624792509886586,10.332199274023663,0.2532805294647677,7.1962818994263875,1542.5166306473293,0.0,1.1527589117663344,45.3916470985051,0.5727706797667619,0.8764548455489276 -1991-09-13,0.8315554089464119,20.36906840024422,10.81532311998999,0.5916113299439731,7.437354432424215,788.6806268646021,0.0,0.22143856373860626,41.957190009408095,0.4984599061571856,0.6042482036736427 -1991-09-14,2.2279755078087784,20.94702861446187,11.411600115753489,0.7815307037232969,7.565001764785054,748.0713653600367,0.0,0.5148236525420056,36.539041514874505,0.4516094939963268,0.47172668741749163 -1991-09-15,8.35685166467193,20.418672719698826,11.997084741369292,0.3769793179628728,7.119345744695213,1587.0217417332651,0.0,1.911575358931609,33.12292387251238,0.4832112935196485,0.598137490091394 -1991-09-16,5.4414719805464165,20.719656216205852,11.615463747376227,0.41882305216387056,7.397574771281708,1344.523893632853,0.0,1.288788330669468,35.71191706351052,0.47940911191454216,0.5855964559570289 -1991-09-17,6.077559281429466,20.845234151970388,11.886116931413989,0.6142503644898624,7.3853166707753815,1400.114290766785,0.0,1.432000988490679,35.22315020756094,0.4811252953276944,0.5992390749708244 -1991-09-18,5.134027779271556,20.633488505954602,12.831478338745132,0.6946083527774984,6.969813450226535,1261.231384116587,0.0,1.1967351642289943,35.35446926171583,0.47166357036583983,0.5722970814645489 -1991-09-19,10.223608597716916,19.932585879120168,12.20727605443079,0.6425477416928431,6.806239865486103,2115.4790053803863,0.0,2.5514094938778324,35.001050578783946,0.5268366517574852,0.7610282890011777 -1991-09-20,1.0124201707853664,20.840958252412946,12.509499638889539,0.8796511305255724,7.198612716348855,811.3860294529338,0.0,0.24832546754993023,39.08350628551571,0.46709038891614796,0.5332048687096107 -1991-09-21,2.14673464213264,20.241400759520054,12.368241863088508,0.8574512900233563,6.926578066336931,676.3827048211007,0.0,0.4639820735346243,34.498698079067736,0.42689447369175637,0.4177394339157895 -1991-09-22,2.033652665811386,20.722508673863253,12.299052329313085,0.5970955014570392,7.211948689717215,562.2250860236325,0.0,0.4003318953634909,31.798396871447107,0.3941204649158336,0.33288518282190355 -1991-09-23,5.850653319529552,19.415437476482502,12.114697133082954,0.5440906794565098,6.571995992044415,977.5759082757661,0.0,1.1258604061244588,29.23373675592142,0.40870938405896157,0.3881214873677816 -1991-09-24,7.689056727079443,18.443339957243012,11.729280799347752,0.5288147553966238,6.178520020040592,1370.200923954363,0.0,1.607830385790951,30.70774199046039,0.4472967014655994,0.49746477497599334 -1991-09-25,4.355372140021827,18.00880427657899,11.19004116725627,0.5834885092872147,6.137875769892156,1045.8913108535723,0.0,0.9546811468049183,33.81837069109593,0.44469825144967384,0.46919049558918896 -1991-09-26,5.6156442011552725,19.11187737391653,11.030761686512651,0.5862719946873562,6.783173554530408,1184.8514313042879,0.0,1.2499451934559138,33.656141444186446,0.45748970660413757,0.4957435815817855 -1991-09-27,6.357327890331392,19.42205953120204,9.976274963749155,0.790390351021098,7.254779690408658,1349.4004734522714,0.0,1.4534068705309213,34.11929059414694,0.4715251932270643,0.5440084386032918 -1991-09-28,4.391687131717855,20.47356382543137,9.852549846663306,0.4986125868731409,7.807229781468709,1093.170326855161,0.0,0.9932618149932857,34.77265702147629,0.45623808598358323,0.5053627097349295 -1991-09-29,1.7277090413883218,20.40360825813799,10.142464547870311,0.9142883180381476,7.703933983403687,625.9874035589648,0.0,0.35595388089142577,33.273594833671034,0.4077414860931475,0.38316660879485226 -1991-09-30,0.09176117889109826,21.13121668003909,10.279005342416555,1.3137135648104041,8.030921946505824,285.5862319500124,0.0,0.016274234909613564,29.900826527699028,0.34939333480025636,0.25190144617600435 -1991-10-01,0.8269777169220371,21.991526940057888,10.613822863770306,1.5646972776168933,8.374638136348421,248.4311507419271,0.0,0.12492318986490814,25.531535162487973,0.30705882418038294,0.18299740321608932 -1991-10-02,0.7659630614140877,21.882795195445805,10.537052424729747,1.1069740339673129,8.345028942715437,191.85665375390022,0.0,0.099953884298284,22.327120584636468,0.26901878506941895,0.13434216409987823 -1991-10-03,2.2817457560148693,22.431424774949942,10.541539809496877,1.2458847601426837,8.617339487113773,270.21605979713024,0.0,0.27002931214606285,19.612596017827972,0.2550542540862078,0.12856638661326886 -1991-10-04,3.9032750260341857,20.494262031529416,10.837696452617095,0.6806927203951072,7.58459282892541,396.93112787848173,0.0,0.4547926723134901,18.501489982666953,0.26100033909665493,0.15293957799053357 -1991-10-05,0.8179329207772739,19.521546015462093,10.007142832949086,0.6570237564872895,7.330043998885912,187.10517618154142,0.0,0.09174283843006492,19.339450558042873,0.2348198662753288,0.11352567956217016 -1991-10-06,0.9077934379186874,18.566291940581003,9.64925050954818,0.7473365139366185,6.957231764425979,141.43316349092623,0.0,0.09199629289873412,17.510854228702737,0.21456477159314305,0.08790767632562133 -1991-10-07,0.2703965540387768,18.943427222714,9.61836723728391,0.8635252881896844,7.157445699292866,79.2149403040228,0.0,0.024659999487587014,16.13514446121362,0.19111344244771372,0.06097861484666432 -1991-10-08,0.0,19.032163694037177,9.960324118003227,0.9901310110075286,7.111176780125993,41.57053156237901,0.0,1.7763568394002505e-15,14.326511472846198,0.16689415626688364,0.03969421227028096 -1991-10-09,0.22490084788174688,20.022444987457146,10.014476415329089,1.1304442386564406,7.594318790740351,36.2554177352629,0.0,0.015732831481018977,12.533769621131752,0.1486298703664935,0.028234622571091567 -1991-10-10,0.9527133129065573,19.901415731234067,10.263003345778687,1.234770262606613,7.471658647588821,58.86809068185436,0.0,0.060569827165731116,11.061923077118262,0.13996237723098884,0.027602063239050786 -1991-10-11,2.328485090391531,19.96921894079261,10.77479701036485,1.377519194576549,7.366183954590642,118.89487838696303,0.0,0.1490130630836819,10.445799588639712,0.14881176533873602,0.04065708606780885 -1991-10-12,7.290639129001652,19.764362568402387,10.002289977864947,1.6330276027164412,7.482741768552023,428.0216892884788,0.0,0.6010492558577107,11.126164033631232,0.21454328437083622,0.11798448053789228 -1991-10-13,1.8398671381994445,19.36057583436113,10.243596557318556,1.5865663096583142,7.217533342124114,226.35123879842078,0.0,0.17451668090107453,15.96246580287162,0.20738512242938548,0.10337509432853996 -1991-10-14,2.9447156992715158,19.43243343348869,9.771225133714793,1.3419661676395471,7.388513213454293,263.86962154552214,0.0,0.2812399606754319,15.517706576314175,0.2150747161419504,0.11011526649578406 -1991-10-15,1.2567850687914914,20.46466510024787,9.805990793112553,1.4664132490059665,7.892937020500829,165.7338346932427,0.0,0.11754307994473923,16.032395904352025,0.20140724952667075,0.08957753343440351 -1991-10-16,0.9119406587952696,21.167964435722325,10.061900438609172,1.2796419432067194,8.178963343761685,117.44041720524312,0.0,0.0780598744488501,14.868249031715676,0.18382852302326658,0.07019653317025655 -1991-10-17,18.81993976543844,20.12916948572262,9.429852199348527,1.2337729297536255,7.831625918420477,1680.5660542651651,0.0,2.494795102678843,13.501365938090732,0.3765213223790384,0.4255640533736727 -1991-10-18,0.5459170784688103,18.683809299979696,8.400973587209482,0.8156586356006544,7.390414756436795,480.42379290812994,0.0,0.08927118111189625,27.587942962352965,0.3277404162864729,0.2906150533462356 -1991-10-19,2.7741019807377945,18.4667397213015,7.307346922907572,0.9466761425635412,7.542329695900743,476.37478963533175,0.0,0.41458334263142893,24.305081000721145,0.3154541428074045,0.25230317929747703 -1991-10-20,1.5652137277485745,17.321113729479148,7.466900849055055,0.8498621465769621,6.97767670257373,331.9031542564504,0.0,0.2181400556528994,23.333937448242196,0.2900582486640064,0.19745255748798005 -1991-10-21,3.2035335301452466,15.898471720622663,7.604449844050173,0.6193901337432595,6.26885896818703,424.48559015653797,0.0,0.4307333973966041,21.73515022341051,0.2905187764198574,0.19411785755074643 -1991-10-22,1.832011956027048,14.763979473240276,6.387940860954,0.4788154529206443,6.052621661492672,310.82890784877156,0.0,0.24245633241541031,22.087882975164145,0.27865057659710696,0.16327916009780935 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-1993-03-29,0.000329574338296235,18.239841123084194,3.2921092964591163,1.4089675999950748,8.07551359161656,8.911319161007134,0.0,1.1174054933294321e-5,6.2661232879630395,0.07299993199476404,0.00866004518167277 -1993-03-30,0.0,19.05474648450962,3.3017607397981785,1.7985604963825896,8.40485897080423,5.65556580587764,0.0,0.0,5.395691695002451,0.06285615410425971,0.005637282391145436 -1993-03-31,0.2718418084756211,19.09550850644049,3.8317577860295065,2.101230119960897,8.349853769298791,8.214603448962032,0.0,0.006955731985869074,4.617113010350757,0.056953012675935395,0.0047287188349188995 -1993-04-01,0.0819261441721905,20.030521520382756,3.3984607513500382,2.041657135724573,8.785601360569968,4.69824890720269,0.0,0.0018623425087499895,4.188975731493276,0.04975311445419389,0.0033617428707361846 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-1993-04-06,0.04112461735753139,19.075799423279616,3.7166312578189338,1.6305766365132672,8.327055573772606,1.2340115717898648,0.0,0.0005057634960700316,2.2823551321597133,0.02706696554383401,0.0009292369885746074 -1993-04-07,0.2799538834956664,18.996167942383767,4.559836962554517,1.2988041987291838,8.173778032198856,2.720751274145162,0.0,0.003188312229789436,1.9937592479182897,0.02648721814654564,0.0010903572427398392 -1993-04-08,2.6980226247228054,16.427831709087368,4.3059587112279765,1.0193346788537538,7.128439157950922,32.13539386080974,0.0,0.04781942773156267,1.957026158904871,0.05422816577484511,0.00799098561768383 -1993-04-09,5.115401283963638,14.92309013819924,5.300543222884891,1.1424034465292086,6.2899807555492915,128.40635149934414,0.0,0.1843337725695946,4.086224105258653,0.1071927041365847,0.03326929606230768 -1993-04-10,4.846127530081832,15.644761536846072,3.51807484267128,1.1043493593062206,6.922922101967338,217.34313946937078,0.0,0.28286136355983516,8.1973189609402,0.15194731816306525,0.06472656933881248 -1993-04-11,1.7015256554158955,17.789872026466924,3.991666025957592,1.0626402443170284,7.733264823770205,134.98851504305776,0.0,0.11574342148361927,11.460160589580374,0.15332473122095702,0.05975760026726335 -1993-04-12,2.6649562351995364,17.178825559503018,5.964615927509373,1.2299739659349007,7.132977492162299,169.37931866652215,0.0,0.18744150970552198,11.377457684916244,0.1635846121779199,0.0674401280572506 -1993-04-13,0.8328252475401248,16.892920452307493,7.024667325404272,0.9599789230971384,6.775497793182547,93.59572651224485,0.0,0.05850899689104572,12.281328629285557,0.152771011322276,0.05280921279820753 -1993-04-14,2.073197104115396,15.746524023535112,5.285009109473328,0.7458168676846457,6.634083141909623,132.97627834233015,0.0,0.1443991025265401,11.555704192643926,0.15876747016036832,0.05636321203880311 -1993-04-15,0.5976177157636999,17.002716895233426,4.762999669390201,1.0658607514432694,7.264638128662794,72.00121229414478,0.0,0.040747241109446275,12.040544137475338,0.1472260266051781,0.042894171376459136 -1993-04-16,0.22310554143607,19.556755112832306,5.549392589219717,1.4541691644400094,8.219367235186045,39.886911840096985,0.0,0.013677739851944898,11.030591780273868,0.13109795241845693,0.030004727491130874 -1993-04-17,1.1078667337243082,20.233360404400067,7.059008139837723,1.4323752103869658,8.25359066985686,61.01459456644368,0.0,0.06194304002518325,9.641291670850931,0.1252204157244334,0.02896341029112938 -1993-04-18,1.1687836601928137,19.637346052861048,6.907574378981428,1.183559158793146,8.012173164542473,63.45337867653929,0.0,0.06265787645205201,9.204767763814692,0.12084484877440395,0.02839440614197029 -1993-04-19,0.3824744002313002,19.988298236551334,6.5507165490850365,0.9698700345510056,8.22649143484086,34.847970763532494,0.0,0.019055993387602554,8.927991893743497,0.10846062696625772,0.021384980365166152 -1993-04-20,0.4754135698942532,20.07552321490132,5.497054796068256,0.9939355618663264,8.4306134466978,29.228831601026954,0.0,0.021284834311366296,7.982249013954651,0.09852604129042933,0.017161547584364684 -1993-04-21,5.604668833801619,19.55011030407412,5.652673623165523,0.6157189485767747,8.177026694144176,213.89785265776555,0.0,0.30828403542505445,7.224026787445505,0.1494456159666448,0.05811215949963085 -1993-04-22,2.789478238586601,16.402139952612927,4.451329711112722,0.8005096598079099,7.036449564792022,180.57902184166602,0.0,0.19099566149252123,10.992102031923592,0.1605460768052687,0.0669101955676176 -1993-04-23,2.001353189850086,19.05887414311864,5.325347904544056,1.1931905227000938,8.010388323101092,150.7593881464873,0.0,0.1450277100894919,12.077766016821853,0.16401220390825388,0.06563800386325841 -1993-04-24,3.48407395017438,20.000997573865682,7.484186891061668,0.9771418570838168,8.038270511601693,227.12106947552002,0.0,0.26794836645921327,12.097361429826265,0.18151316990887487,0.08352635267252238 -1993-04-25,0.4057862318733552,19.86797610596605,6.521901802198597,0.982301685652436,8.151744354597476,90.59246607105666,0.0,0.03057087619956006,13.37103608179116,0.16049064983026373,0.05902659737036511 -1993-04-26,0.4746474380575417,20.274157306184343,7.626626978917433,1.5148099382643594,8.124587821712183,62.05214654622951,0.0,0.031551082906198125,11.805304101098528,0.14305311903809295,0.04322765910865301 -1993-04-27,0.4738869402852248,21.080094804721533,7.748808346915412,1.4964695959202792,8.458714743827343,48.5111975206676,0.0,0.028052640383511074,10.53579227752308,0.12825530676520797,0.032410603294470944 -1993-04-28,0.5423730134049669,21.734817059324108,7.6839012494490575,1.2824624282096964,8.758877835534676,41.61157783170304,0.0,0.028675117770359915,9.387596727235223,0.11567742257149703,0.025463989738949592 -1993-04-29,0.3803606721801792,23.232553795421968,9.316146476884118,1.6235911906131053,9.131686742268283,30.041973740945863,0.0,0.01786068865930235,8.419634802283161,0.10251398762682724,0.019295414213477267 -1993-04-30,2.1715515807662342,22.105407666684798,10.620835846471945,1.736099517626577,8.312831177898682,79.43939850167732,0.0,0.1005828314959949,7.408886774611208,0.11160561864750713,0.02787562975482984 -1993-05-01,0.7683708904597598,21.471546029327623,10.333056363339752,1.4287045140185928,8.072033731608595,47.561674562691934,0.0,0.035963831520475886,8.198437716155048,0.10445724764497069,0.023621749451638127 -1993-05-02,0.34048932600104664,20.222018261593433,9.625768904222005,1.1550074895775213,7.64063987056002,27.45735433313794,0.0,0.014602185619560837,7.712678192489747,0.09381394771656724,0.017600047146684072 -1993-05-03,5.692710444469942,20.503841080273297,9.901853478602234,1.3579290576684695,7.703966187647565,213.03208551385893,0.0,0.3069836168644473,6.989368899972466,0.1477376356353064,0.058199594168532584 -1993-05-04,1.508866969972656,20.351471643389907,10.022818316129444,1.259191214414763,7.596592231192992,119.4975249759446,0.0,0.09755789928784586,10.971663725691448,0.1453897303725116,0.052739831793673496 -1993-05-05,7.3195764980470015,20.111604679343408,8.876368791097018,1.3619717614052151,7.752651513582609,427.42360259154265,0.0,0.5909729215968076,10.821578440245224,0.21133216923544593,0.12431550936938698 -1993-05-06,3.0824466533445865,22.448386928543574,9.187946506743916,1.4970721384243355,8.763511754616033,310.3357412516621,0.0,0.2979099839793342,15.63920717157465,0.2180945881314281,0.12628474979897464 -1993-05-07,2.7598912923417367,21.739285670740376,9.631621656585702,1.6765136712551043,8.336843925959135,276.40714870991667,0.0,0.26673331844245185,15.800952122963032,0.21622125576559664,0.12281952486938924 -1993-05-08,1.3028945903435931,23.04129347497287,9.258873698212168,1.5274667377915758,9.013875118895955,175.49882207151052,0.0,0.1202796424425634,15.806283432641365,0.19931033706132972,0.09826409060248847 -1993-05-09,0.9608167746958026,22.72188918756544,10.302246812381982,1.764078685550797,8.64379810858337,124.23393718582737,0.0,0.07960579055014227,14.377688277498567,0.17868319611045852,0.07608646218243953 -1993-05-10,0.4706456306363708,20.74408502589053,10.255989340237866,1.9690038969568395,7.705380098403308,77.32644887744439,0.0,0.034534729814110265,13.001519664524654,0.15694160188860015,0.0547871336062458 -1993-05-11,0.17342033216162636,20.43498380112178,10.332198805049524,2.1476163486942212,7.532610402935177,45.394289468263096,0.0,0.011223404867617887,11.650789961985952,0.13774404217692734,0.03737277817470901 -1993-05-12,0.12219913808040805,20.80708388070036,9.866292808323767,2.1938329665381198,7.824170471875305,29.682727220196504,0.0,0.006925465215572024,10.268529996289075,0.12104495746680215,0.025382426458813983 -1993-05-13,0.5569792863982005,21.638575784073357,10.155401919197537,1.851537837901996,8.147661310296865,35.392774693939465,0.0,0.028176973218346224,8.976543553014755,0.11105908465927428,0.02081312707620928 -1993-05-14,1.4676315299846896,21.456860327298305,9.57258433023654,1.608928074227989,8.191102715838959,61.909254830021624,0.0,0.07147571280185772,8.185673257442105,0.11245446323330209,0.024431600680847335 -1993-05-15,1.908224301933408,21.040266883546213,9.02737259418548,1.7160015104181912,8.112913511202038,83.10525801185572,0.0,0.09632944063436111,8.280837882788113,0.11869567407899315,0.03057140415110499 -1993-05-16,1.3622712717368983,19.887621832428547,9.610794364281226,1.3682027863002808,7.435605000475794,71.73297814382319,0.0,0.07029000171095734,8.752147004525744,0.11782612309679355,0.030603238387707676 -1993-05-17,1.4739161393233593,20.04808295337893,9.651409156710391,1.519665424944071,7.498788452761658,74.73280627149312,0.0,0.07697241387829501,8.80691214173779,0.11976468695428631,0.031641456950009354 -1993-05-18,1.939700398058852,21.468785700569804,10.298274229474886,1.9071124245770108,8.015654457388797,94.20565823178762,0.0,0.1053199296707652,8.939955937013885,0.12674062823717483,0.03663361648966368 -1993-05-19,1.0584142899610036,20.73876123846832,10.762420323780049,1.9957690936385089,7.542139018493774,67.78285538981864,0.0,0.05734547619687724,9.360840626800943,0.12137726351306236,0.03257845845959482 -1993-05-20,2.5947674050027487,19.963368013404807,10.488159213218363,1.2660962657483992,7.232408990967635,121.30171856627625,0.0,0.1473758738860802,9.051989812666918,0.13567683401310626,0.04364719922458784 -1993-05-21,2.176552694834621,20.690926805853046,11.220345722140177,1.4537251321506126,7.387551126279537,125.42053936493241,0.0,0.1349739163237551,10.17594759601036,0.1438982628628325,0.04896404798115564 -1993-05-22,2.3192968599140977,19.610150478110207,9.22491810522886,1.6215617121271768,7.380736347583164,139.9995475207735,0.0,0.1524979265675599,10.756103080714905,0.15231955421104382,0.05509335606828277 -1993-05-23,1.995878707846892,21.586294751680576,9.921808720208613,1.000849224590996,8.14354908160178,134.57965206121233,0.0,0.1365840400053,11.383665271256238,0.1558626262827725,0.05666012323359583 -1993-05-24,3.836420111355413,19.981289694695366,10.073651359001076,1.151519967567612,7.340039669810471,231.67896685930648,0.0,0.2849584493314823,11.468938057228184,0.17829705736456902,0.08027221074702695 -1993-05-25,5.4864787107529915,20.82076124779785,10.478369929774097,0.9869696079059852,7.638713101557502,392.1689159249174,0.0,0.4940354699841718,13.323147681299861,0.21911940896057583,0.1274776349996309 -1993-05-26,2.049459921243296,21.934716352535165,11.268142713580898,0.6955216376053037,7.97544457510797,243.07217441818136,0.0,0.19918588627355094,16.24798015710122,0.21315278527554166,0.11331094265631547 -1993-05-27,28.45201269592434,22.09661914788176,12.008718785035652,0.8217014700213205,7.855114423088286,3422.947200167999,0.0,5.105734571699664,15.700780218859869,0.5143501357120964,0.8511836126429684 -1993-05-28,6.94120090609379,21.548356083857254,12.357987861848958,1.182668036650515,7.473612809094126,2004.447019006896,0.0,1.7653148497231177,37.30471491836528,0.5154349545438658,0.822875790731988 -1993-05-29,5.118255501129696,19.170557997458605,12.442041651665347,0.9601114106540254,6.18168902767855,1498.129864495335,0.0,1.2815363239694486,37.7029349614754,0.498837868949838,0.7307863018213304 -1993-05-30,3.6369729893849043,18.672068899026037,12.437586116236696,1.787946325053643,5.9040002522470285,1139.169935849465,0.0,0.8874932575375314,37.59549784535455,0.48033036121916517,0.6108414947588595 -1993-05-31,2.1633471778295417,20.54359283564833,12.370735946441586,1.5366562350833664,6.940488549741472,780.8651209624828,0.0,0.49817067653732616,36.46198840786069,0.449959001206756,0.4734829484213239 -1993-06-01,1.113630573512634,24.29012525418805,13.717243232806403,1.8553325570818169,8.478275276071047,490.7432350288463,0.0,0.22848514671723352,33.45895202396953,0.40274717355373274,0.3430053846790651 -1993-06-02,6.828872712966208,22.412360738460027,13.10964272843625,1.621284087567797,7.681922552772542,1106.9825179943377,0.0,1.3286443064948967,29.049765858556988,0.4179618411466102,0.42558610764673693 -1993-06-03,0.2823780603672237,20.933301395140905,12.045888955089374,1.1763427215335438,7.237960316878337,389.0365206189355,0.0,0.051675304619566376,30.64508221364354,0.360283967083799,0.2849048820487522 -1993-06-04,2.037248730894501,20.719139457590998,11.997955818288489,1.3974736750140868,7.140558076614474,411.39243750118084,0.0,0.33205050616130594,26.759170249981086,0.33545877923107,0.23601928256637814 -1993-06-05,1.9714726027038287,21.344716588226376,12.248608283215695,1.1662279004944858,7.383965654449258,368.3964490369172,0.0,0.2983254205732939,24.998561507106373,0.3141826323719559,0.1990619124314718 -1993-06-06,3.984808546540655,20.49724096942553,11.72722236003935,0.9858250210817228,7.105107571586646,531.110188569568,0.0,0.585842931393223,23.318612525802216,0.31806636470468236,0.2187831899339374 -1993-06-07,0.13049947540435386,21.25409922687314,11.779168528917033,1.1774208464232008,7.471312562674383,189.54172211541103,0.0,0.017929468522188075,23.74025237513387,0.2780780929888344,0.14514760028820134 -1993-06-08,2.31918156303016,22.93533369079329,12.349585327804169,1.6384917622685606,8.154227708083642,287.31533025492934,0.0,0.28943923840661556,20.637045108833718,0.2674244940042553,0.13855566572868827 -1993-06-09,3.577737619229147,22.57467022206076,12.644864781061022,1.6202229645724868,7.888410303380138,392.69398580246695,0.0,0.4369808683912204,19.576081730136668,0.2697263148807962,0.15673001892099248 -1993-06-10,0.8503632332097445,21.286359762521588,12.16571249146518,1.437868483499346,7.369827440959433,192.78731893664843,0.0,0.09813639946827724,19.85226416319661,0.24117158865782745,0.11696659257610546 -1993-06-11,4.189661149940254,19.67144038475684,11.31449387812212,1.2253653586854154,6.801108488091456,396.1706935887282,0.0,0.47806687122375724,17.965050765693913,0.2580873899067258,0.1489324978720665 -1993-06-12,2.497807737292281,18.675068552792855,11.037763346599293,1.306173263592504,6.376047225388589,317.661326688147,0.0,0.29454983031249826,19.436057872789632,0.2555146800115318,0.1417976192810719 -1993-06-13,0.5715652886656949,18.75603338909756,11.131481149008057,0.8589504167380506,6.386488067866424,153.32449747855384,0.0,0.06392827912562937,19.410959039653097,0.23278287559244137,0.10203761056106982 -1993-06-14,2.0773177582538014,20.65720655189296,12.169464960421916,1.1597163738760083,7.039395534836684,215.42691109833927,0.0,0.22018900120357499,17.695372128058008,0.23033844644994822,0.09994871695108325 -1993-06-15,5.469660753163684,22.08219438340756,13.286717365123222,1.3437210390383447,7.430758778189736,485.06940561604563,0.0,0.6228174225878895,17.28183723597829,0.26503954349964265,0.15989507049791327 -1993-06-16,4.7420029744708225,22.21113792444303,14.362901680948292,1.6396666037294134,7.137199072418354,533.1844773311423,0.0,0.6000241676881979,19.69765740614083,0.2847054920803437,0.1954467193993809 -1993-06-17,3.8629373378751235,22.49834951246516,14.255893585835784,1.4553377413164317,7.33132635002776,502.03485354575037,0.0,0.5161158379539788,21.269023020946282,0.29277031797783376,0.20581288914289053 -1993-06-18,4.048295970020911,23.045878471851612,14.679233058824986,1.74155775168437,7.484316636745286,530.1226834504268,0.0,0.5562079387484271,21.775675131258126,0.30083177447469167,0.2186653930548797 -1993-06-19,2.7996020025176143,23.72222524015428,14.886781568951598,2.0881162403819133,7.782732496369942,427.12057341724017,0.0,0.38274006829284835,22.29551348755414,0.29234110020947524,0.20061872314914755 -1993-06-20,0.5449046564092874,23.949767904608677,14.686398169548054,1.477043303158292,7.970819460950748,199.8978910279693,0.0,0.06805451664909223,21.54048965979757,0.25727988681758973,0.14095566520637545 -1993-06-21,0.6310493578625115,22.29982173563685,13.960563195006275,1.1500517486042123,7.31984555342657,142.5207063131847,0.0,0.06878718812510642,18.91496144777267,0.22769778867470528,0.10222937870519377 -1993-06-22,5.610963950279127,22.393613980977012,13.38548903744803,0.8390138982920442,7.55590980312463,483.3401411102233,0.0,0.6312702007594941,16.988322227102188,0.2632663789755506,0.16266673445664948 -1993-06-23,4.800364946981376,23.20249365039436,13.171931915409695,0.4176936478037584,8.038837365941907,536.6709860022438,0.0,0.6028821950546019,19.516916682646002,0.2832798625103519,0.19768611925594243 -1993-06-24,7.468949211069227,22.786756666780853,13.844966116692044,1.0866256362378448,7.6164163663204905,859.1487337948025,0.0,1.0603089045707152,20.770512258054243,0.3289706014093755,0.2901320668508934 -1993-06-25,5.168969205834118,22.097764128287,14.692839809946301,1.6157447785672467,6.945686087807539,783.6232638638376,0.0,0.8119083242386207,24.27895624624197,0.34304838839862695,0.31248737584553105 -1993-06-26,5.841962815933477,24.036666904301267,15.200435435624287,1.3754981762116998,7.843130953001636,897.9110938426488,0.0,0.9835015556451863,25.659090032135293,0.3669659321155377,0.3531672356973718 -1993-06-27,5.6475033086382815,24.110372226641356,15.65741852942829,0.9068917350665906,7.725017293272897,939.9167236758533,0.0,0.9935326557255912,26.896303816543995,0.3791133132559074,0.38117529568228437 -1993-06-28,25.44956458281064,24.152476169114127,15.629781006970179,0.9605537898069706,7.757855199444163,4550.050548521123,0.0,6.490045752587321,27.837285546625754,0.6207557163743627,1.2363325442944837 -1993-06-29,17.960412453278316,20.523748703187252,15.017017094719922,0.8457895011584928,5.884754231151764,5433.970216890394,0.0,6.50285419513051,44.665509274547645,0.7295495757645855,1.7949499953442296 -1993-06-30,8.447003394917115,18.905015451137942,14.340951481809409,0.9149007888569792,5.184419725705036,3813.623591246731,0.0,3.426967658192286,54.202612646994176,0.729825598477099,1.6902345362211784 -1993-07-01,6.353256389392938,19.465030689021606,14.257667306493671,1.108510999589256,5.57592993000353,3009.3385986320463,0.0,2.5706987984186673,55.16653429102278,0.716663898171123,1.491690110560943 -1993-07-02,2.0522252188925725,21.45275232690676,14.428380424035252,1.3631081719566107,6.677584219505642,1633.7723206734931,0.0,0.7597836511991067,53.73863961317463,0.6499257918576733,1.086708437574562 -1993-07-03,2.8513824986166036,21.977736382629587,14.265265500379293,1.3855177058994812,7.03235690449427,1363.148609348611,0.0,0.9170669020367677,47.82233532975064,0.5903144947673251,0.8470331010546728 -1993-07-04,3.8199052142794327,21.882333797374745,13.954329284465775,1.0599338164337049,7.089611027941137,1329.520467347839,0.0,1.1033204938370131,43.33594879585673,0.5493337636997336,0.7193755825615523 -1993-07-05,10.043895592677222,20.435513453463585,13.395065824605751,1.3880820661745048,6.493428200243132,2444.60528261666,0.0,2.9207095689005538,40.42068178922423,0.5878781502028899,0.913000872547826 -1993-07-06,9.671805509901331,20.830035154938358,12.844574793545945,0.958752652414852,6.900096634817682,2766.2515658029392,0.0,3.0574862184628895,43.705208842258386,0.6218060685068681,1.059868101411583 -1993-07-07,11.68848857991428,21.17925383588861,12.888418951751227,0.9558513213418692,7.070883773369538,3489.231974811437,0.0,3.993193327909582,45.64830793485089,0.6679348490045673,1.2979469950787346 -1993-07-08,5.3301584314500605,22.18152437026482,13.720814382632025,0.9721140461795283,7.331337938166652,2271.13918233892,0.0,1.8064766135936967,48.58792542590205,0.6281091618120301,1.1199652414429098 -1993-07-09,6.189313706129397,22.620387698098906,14.516422417394338,1.4098550288239862,7.299331910805168,2135.352176838314,0.0,1.96359893468955,45.615535804449465,0.6034914128249592,1.0280316794934488 -1993-07-10,7.241110014013853,22.38759590610109,15.004683907808928,1.3466270232298467,6.99190461990583,2249.5424755439385,0.0,2.2306270292322425,43.97346693735794,0.5966151372624767,1.0088462236911915 -1993-07-11,6.5199017277032185,23.985599648167163,15.440238123985093,1.1274419471242854,7.732315962975343,2089.080451455145,0.0,1.9802643822293833,43.81350221775684,0.5863500685033773,0.9582359821143442 -1993-07-12,12.066167765307704,23.679514341767543,15.3815557048154,0.9222090760126868,7.583091599617649,3233.8624266580964,0.0,3.803512128832999,42.36835849534067,0.6341253660583978,1.2029074974421146 -1993-07-13,8.582896877619271,23.02906367807152,15.146050191929426,0.9329910548947696,7.303979733050509,2856.116729248403,0.0,2.8211680997860586,45.74809287880321,0.6329192359025427,1.2126007639551803 -1993-07-14,3.3908358817598,22.640582784377905,15.325841904827964,1.1112590112757392,7.0165538466341575,1653.829139522342,0.0,1.0458753459480916,45.97041844036034,0.5750251837636415,0.948596077037283 -1993-07-15,2.6120609696137973,22.60659712971682,15.659810862875107,1.0925148664352475,6.866398547175927,1162.468217582404,0.0,0.7203295422342788,42.28784570475501,0.5230535050408811,0.7271722762322843 -1993-07-16,6.4813152007582,23.62825741381056,15.243825698789925,1.262526684688417,7.606236072800694,1636.8386969826417,0.0,1.7085953719128035,38.761756975496084,0.5270511507347145,0.7335138608587546 -1993-07-17,4.60759872227264,24.00910382629969,15.437346952112806,1.5844826632043951,7.751006090014887,1343.750002313836,0.0,1.168908148305717,38.40109818847506,0.5010221920850739,0.6554665819051166 -1993-07-18,4.85189774227368,23.827923891403536,15.82382434325742,1.4855022229045565,7.511443888615016,1263.5887857747457,0.0,1.1653041875774566,36.462705280202954,0.48128714558364427,0.6041127152669045 -1993-07-19,10.373301437151012,23.47178374308412,15.505613607350625,1.3679492654567875,7.427527416075994,2175.102942167362,0.0,2.61541608728845,35.26718710936879,0.5316807823046765,0.7914847206757322 -1993-07-20,2.4244119932070274,22.154588775293714,14.254649882930947,1.4038289813313594,7.1429571486940695,1066.9166200318205,0.0,0.603781752639311,38.88042575254395,0.4811733867231618,0.6071540447704781 -1993-07-21,0.7794555928323895,20.303353106892732,13.784000740646515,1.2785050502598887,6.280640006019209,553.6801724617071,0.0,0.1704824145816929,35.547853038999754,0.42318854349486845,0.42118721302985873 -1993-07-22,7.054988752562744,22.59857599883896,14.310387817546866,0.992829544996662,7.369583697143688,1281.8083439927273,0.0,1.5220296741873174,31.96839085764936,0.45459594452373614,0.5059245824336358 -1993-07-23,9.686276799607818,23.691560412295562,14.798074699743312,1.0978656797573196,7.801761480507585,1913.5306967531246,0.0,2.288451936389194,33.478451272577615,0.5028398494463128,0.6777837388898277 -1993-07-24,5.316332584056003,22.70591169585463,15.254263121398392,0.8816393493419673,7.0916920925337275,1423.1139151043494,0.0,1.2893998379339529,36.54800706490011,0.4876912049821372,0.6375355315658142 -1993-07-25,5.766621095287812,23.44760039249713,15.44974982013682,1.1288537761878423,7.442075816452399,1406.7022097824174,0.0,1.3872508341807421,36.053651982119696,0.487177859266949,0.6262350999763752 -1993-07-26,11.268456181939282,23.90826917493741,15.682237752781054,1.120491814152438,7.619288835600073,2402.2047930524886,0.0,2.920213052001433,35.73840437807197,0.547598090909116,0.8522951939547162 -1993-07-27,13.767604910927489,23.844232239158263,15.68695999372617,0.8377286013835039,7.583025827205522,3441.2898785505563,0.0,4.149223520769247,39.81605611533863,0.6242133623121823,1.186584690118242 -1993-07-28,10.71133411713735,21.974690574264823,15.649388020858488,0.6568746389163376,6.509412093250505,3352.083091662226,0.0,3.5599117849043314,45.083075508837226,0.6499670863060414,1.3144600229386396 -1993-07-29,5.100704511315531,22.777149378764488,15.899298913160822,0.9601565133724458,6.886934941684332,2190.9951943115984,0.0,1.6983177536321286,48.016110310730454,0.6187749201968501,1.1142456622279617 -1993-07-30,6.644326480144299,22.185421639551173,15.623481632167046,1.123485178808084,6.64995149844469,2220.550307313978,0.0,2.111810051897633,45.45367291604984,0.6069064104614896,1.0468758343343456 -1993-07-31,8.346811917846408,22.459466921473318,15.750138762847545,1.1619414613316716,6.762619566952231,2559.1336707127048,0.0,2.673516528230314,44.88017809892092,0.6200583866010344,1.088549351762214 -1993-08-01,12.660662723013926,21.99064143498536,15.214992207918382,0.8751057081852859,6.705261561438183,3737.6809423937616,0.0,4.384238210249903,45.67465281433447,0.6795669193872503,1.376159501206291 -1993-08-02,10.541205806058784,20.91017094962606,14.889109812948131,1.1213681930927657,6.20043442373228,3736.7278672040175,0.0,3.9403114558538874,49.8012994568228,0.7029493203538317,1.4957857844149713 -1993-08-03,6.128829409555162,21.48404712945443,14.876865711619528,0.966408150619593,6.548121869224973,2716.9270824303408,0.0,2.2874319695794254,52.00008938028356,0.6771625370575293,1.3219815528886207 -1993-08-04,5.725378424719738,22.42875014057444,15.373734447588811,1.1413646827801869,6.9039181583912015,2327.1953655356583,0.0,2.013048083942879,49.82747972166901,0.6471531751555912,1.1670641669546746 -1993-08-05,4.746890157364634,23.220957722807828,15.817423964356516,0.9897471981564424,7.1935820352923985,1898.6860915956386,0.0,1.547296973766139,47.377677576643755,0.6072159136040604,0.9953027428517479 -1993-08-06,10.206168241615599,22.88802756655787,15.751244580526869,1.1712073325896997,7.0271563087186975,2905.945365789077,0.0,3.304335140624742,44.337581508477705,0.6353977457406385,1.1510291458428996 -1993-08-07,16.22583897379801,21.26879236214462,15.256659605788613,0.8738210389439611,6.268047790939524,4870.669214551598,0.0,6.004111024990575,46.440933436570695,0.7300254585507626,1.663480476720079 -1993-08-08,3.5622321130925925,21.073580024335023,15.012303066680353,0.8751553555680277,6.25725058842031,2323.9799117499706,0.0,1.3434669462033795,53.72236140217188,0.667326719413998,1.2874102961037674 -1993-08-09,3.2784989262764936,21.66643250457911,15.295120215310831,1.2429971856697557,6.495771828141088,1667.3780213902107,0.0,1.1076226059617467,49.502113279594134,0.6148583874060409,1.0066954989356212 -1993-08-10,1.6065410567921132,21.894238557506608,15.295329289442606,1.4159069509772266,6.633769315552281,1040.1566680260576,0.0,0.47884117969584405,45.597045460670024,0.549889815084034,0.7282220985570995 -1993-08-11,1.6868742960863516,23.148211406444545,15.557632379047408,1.6941460522546827,7.26548187908149,795.2304071249312,0.0,0.4408265683570607,40.8791309022206,0.49586513344074346,0.5411607170015393 -1993-08-12,7.6159458015868875,23.467735774583012,15.655664328623073,1.2887036715967541,7.414741293646136,1628.1613587102995,0.0,1.9101823858957,36.495368201300714,0.5138669344794047,0.6431236792283755 -1993-08-13,12.15293988242187,23.0156484287292,15.510787698546672,1.0540816748099526,7.212010771304233,2733.3877635145864,0.0,3.370550860330697,37.64266061120072,0.5800850225079197,0.9318594493575524 -1993-08-14,5.825829912642049,22.56767315197675,15.32968062483975,0.8621574826961568,7.025086695892272,1913.8638985211867,0.0,1.6886102387731148,42.44920719890995,0.5623714888830746,0.863712558509075 -1993-08-15,3.4312169548906573,22.060327524536422,15.527052538550873,0.9612255353211356,6.648671576898077,1285.568841728298,0.0,0.9334025289891903,41.395035964618295,0.5221954886775451,0.7043606051159764 -1993-08-16,16.679404980808314,22.482685752251644,14.820974465315931,0.8556936607864843,7.174819544873252,3856.947941409546,0.0,5.106355211527614,38.88919946773564,0.647336608911778,1.2360236651524719 -1993-08-17,5.6257755017655935,21.225331815136702,14.83258927001966,0.7384534746902051,6.444293770420492,2308.207168819228,0.0,1.8411319217190307,47.08596756948683,0.6140561086282157,1.084932846675784 -1993-08-18,9.342583113185157,21.838899929816538,14.872903613591324,0.998528567916192,6.7911021282783155,2854.582745714735,0.0,3.0897653697478873,45.59545897870839,0.6399909844946763,1.1767027134030092 -1993-08-19,3.0675377022833996,20.113706255282697,15.217481135074713,1.186048395653455,5.587048235054778,1587.6549395913564,0.0,0.9686027578927221,47.01507368541722,0.5834285050505712,0.913462240271504 -1993-08-20,9.169389801676935,21.347403862926647,15.092792445730534,1.2766980868184499,6.416049246566257,2575.5249913053335,0.0,2.924253367541475,44.29495602437527,0.6228234210339264,1.0398817603390365 -1993-08-21,22.40002935825488,21.161417789890425,14.893000315871616,1.3850543771784338,6.391396032497344,6697.169238382862,0.0,8.948119129464853,46.238425378453805,0.7995915134300229,2.0393974778627575 -1993-08-22,9.732936876270973,20.69624551674676,14.380957324572249,1.0442155866176042,6.330439868129179,4734.289629398374,0.0,4.400021992481971,57.99759494369,0.7890148263256169,1.9975202554514664 -1993-08-23,14.135579778282066,18.86535681294189,13.983934454234689,1.1031881033106328,5.3924630834734675,5951.818277571158,0.0,6.667261630689952,57.43336013560194,0.8337296811217367,2.315480880308734 -1993-08-24,1.680755793973588,19.757028609079796,13.880703093515926,0.9290487257961462,5.987296374185185,2407.3535289470406,0.0,0.7517213754487451,61.670252398863674,0.7379963420292103,1.6217299099287348 -1993-08-25,5.601986953212439,20.82540829335921,13.594479607844935,0.7950125648942866,6.7196439034738775,2578.286105330447,0.0,2.216219316942606,54.628367640844395,0.7016428410141998,1.3931220808492388 -1993-08-26,15.750468265903914,21.23024129695337,13.711952905917027,0.7645916629960994,6.9060839607957245,5303.578378131475,0.0,6.525516427092613,51.25886778463994,0.7806133840297553,1.9004632741342342 -1993-08-27,6.5245565019438025,20.74694527077399,14.003114682845904,0.574068947492078,6.525886566298453,3392.635761917904,0.0,2.7046082041128763,56.07143009590572,0.7292008517734291,1.6489288234268114 -1993-08-28,3.4086351164902866,20.733906656852614,12.822220482414231,0.40155417095549456,6.951650278196263,2090.0649721304967,0.0,1.2704968427881327,53.325875627354954,0.660918627661378,1.2668270775191104 -1993-08-29,8.39372114434439,20.278987417455415,11.212149973095356,0.14030056070488764,7.22303007209799,2829.90427222708,0.0,2.9353811061979513,48.25523693007382,0.6599219970016765,1.2716000238382952 -1993-08-30,2.768279019713209,19.22045165029336,10.853790430800021,0.05389091805133611,6.795223010588816,1586.3760008578556,0.0,0.8906144674601291,47.8759685120867,0.5899711857705843,0.9633610598667254 -1993-08-31,2.008710926123581,19.02366473530211,11.174048665946597,0.23718470352081875,6.597452562750456,1064.0553855385356,0.0,0.5690604726777666,43.549654358621595,0.5307241019216161,0.7137506355908558 -1993-09-01,16.07055092002729,18.370604639390976,11.516080041118846,0.12098257315867457,6.138950256940068,3745.88481053124,0.0,4.9650039617468416,39.54463008328403,0.6478791942316202,1.220613317725907 -1993-09-02,13.467528782662905,18.213868273680948,10.7176932333317,0.09892071316102358,6.329334503500986,4374.554332677087,0.0,5.035061365925779,48.29289029353229,0.7194670560203723,1.5612243759807294 -1993-09-03,15.242313060642743,19.12745289013119,10.848081352548355,0.4013233992660129,6.762736353740985,5601.039738185605,0.0,6.537001597255326,52.941458272944374,0.7942947597104342,2.011638754282473 -1993-09-04,5.414436024952071,20.57153150227913,11.414808458609569,1.0254041786987456,7.333800705991127,3195.999065736835,0.0,2.270781051431218,57.11853135823305,0.7284667206013046,1.655242242913866 -1993-09-05,5.724750726631646,20.70849582362884,12.821155590689564,1.0205665460096407,6.96546667275471,2636.1716489517094,0.0,2.1372832221822033,52.2181550869157,0.6749956118579313,1.4029178480077078 -1993-09-06,7.185840027630031,19.44615162761119,13.18141499340476,0.3662749448339152,6.129914934593179,2703.9897715209113,0.0,2.5329520708238773,49.18418678074158,0.6566726366537974,1.2989129535167783 -1993-09-07,4.013589041313316,20.306530648762056,13.146978733386344,0.561509847539334,6.635849511538937,1883.650829604981,0.0,1.3484428849643697,48.91485888285593,0.6165805734049369,1.050851633356968 -1993-09-08,1.62234379282651,20.545235934703147,12.332232324129116,0.6069147408399375,7.051691294589367,1089.966454819994,0.0,0.4832805573658847,45.568506746293586,0.5497414495615789,0.757641627559425 -1993-09-09,1.701504765492417,20.64041081664081,11.31854018824006,0.4989809005019509,7.4157953918556165,815.2162002520422,0.0,0.4396359849487519,40.48411305864794,0.4914338781427294,0.5601301637520125 -1993-09-10,7.266227991293143,19.95435805582391,11.60832720332292,0.3906967183286545,6.979462545216659,1561.5344139435447,0.0,1.7892314320591405,36.0603301248619,0.5047250598618512,0.6370553279918599 -1993-09-11,3.7731315528240734,19.904281323610505,11.859313989396744,0.6617723056372256,6.876600894622336,1119.0178318551993,0.0,0.9160584949535369,37.360121093820624,0.4791745365217301,0.554176515537056 -1993-09-12,7.431609064877003,20.985625496305197,12.589927889735096,1.1635195475234308,7.217748134335951,1604.3523350388984,0.0,1.809915265666648,35.61328100473709,0.5014438178746521,0.636329202050476 -1993-09-13,7.371379150260061,21.062668408846694,13.197406907352836,0.8439430430432993,7.058985810393278,1742.8057316067375,0.0,1.8660256916064952,36.92990765808376,0.5160799890070447,0.6983503810524497 -1993-09-14,1.6039434642748165,22.51190167956314,13.797956620286524,0.8372073378306405,7.652267818061662,822.8988216830223,0.0,0.3852734567632825,38.100759117127474,0.4625328957234438,0.5132568509610198 -1993-09-15,2.062205549705628,22.69214693473083,13.365948318198221,0.9967865913805372,7.893164259390667,649.7639560903416,0.0,0.43539177833602327,33.83316629317118,0.41815677242554994,0.40040091711530523 -1993-09-16,2.7604688733823672,22.128653975825948,12.885636829873473,0.5937077984260605,7.747717603493957,631.8475568622326,0.0,0.5260744797045143,30.518244592847168,0.38767447442600333,0.3407447893323061 -1993-09-17,12.02220528924418,21.154000487099523,12.684886102535538,0.12013148712681455,7.296897611831221,1893.0085614517104,0.0,2.508360464872048,28.437476282558563,0.4713278896646364,0.603743779159561 -1993-09-18,3.630509718629352,20.69697650461563,12.839153976058336,0.4329683193996676,7.001905855412941,1070.0440687125893,0.0,0.8098897771681242,34.72634682879641,0.4468314022339413,0.5163265071968997 -1993-09-19,4.288944374155636,19.397967643374397,12.803532512621114,0.2179956551389794,6.294092101151906,995.3995011288758,0.0,0.9199102131761583,33.188610020416334,0.4365881276459627,0.4761742084542098 -1993-09-20,2.6345701102099115,20.781980773763927,13.018703621244256,0.1782523938844736,6.994190109713547,723.8041272616666,0.0,0.5451576114803425,32.94686439765573,0.414499615081512,0.3929753293735898 -1993-09-21,1.4261862271314594,20.549445186689624,11.245281149619279,0.3717342792459322,7.439830555186481,467.2441649906113,0.0,0.26853820728275535,30.852813719387,0.3760284889607344,0.29669737870443985 -1993-09-22,2.2951418285138665,20.843026014321435,10.543346153413845,0.3307317698579841,7.784759342198749,467.22717024491317,0.0,0.39157098950004254,27.784869064613876,0.3504117557175196,0.2527585165150021 -1993-09-23,0.07880010264668574,20.36758349657275,10.776408509068961,0.22025123591487328,7.489354818788935,196.34081585267307,0.0,0.011818969407628444,25.739357955528344,0.30076405645931686,0.16633352729269105 -1993-09-24,1.2770711161785335,21.377725382269606,11.230781072829874,0.5986750636247586,7.876856034009297,220.80182759705036,0.0,0.16838936737414012,22.288223786619564,0.2745197264133028,0.13391507735860217 -1993-09-25,7.228827096184663,20.88232915244167,12.388163153927545,0.6121362660862992,7.281009274304674,746.9009269692338,0.0,0.9947003122634825,20.205260090402188,0.3195885364441706,0.2386302384126494 -1993-09-26,1.3260450576289189,21.038747456234805,12.208086636852059,1.0131020351461943,7.425585611199777,336.23035306423054,0.0,0.18742686000609665,23.76464927631794,0.2922895967347747,0.18387557784274935 -1993-09-27,0.9196292545586658,19.584837783768123,12.421652575680374,0.8821310610229166,6.571196634591269,211.3866760662414,0.0,0.1168305339198682,21.69785910898008,0.2634784221171566,0.13748353372805094 -1993-09-28,2.1365522455252393,20.342453516221255,11.482276048445629,1.1318624873874532,7.292843938972691,264.6854786847078,0.0,0.2560810838942498,19.930753352661437,0.2570691655029383,0.12848744679097243 -1993-09-29,4.131765863524528,20.327491905109905,11.22661871256089,0.7983071828637891,7.36588164410188,426.55695363751573,0.0,0.5012931123969402,19.166405217249142,0.27140791479188686,0.15996857082126176 -1993-09-30,10.159358878965227,18.830813955742034,10.516111855343237,0.41894896447069213,6.813137797785017,1109.8320886243496,0.0,1.4932051740309742,20.192193310104813,0.35357502791841794,0.3314945676643556 -1993-10-01,1.5258935572671866,16.77380798248665,10.238944365254676,0.32704428694049503,5.826414154917021,463.8568939001903,0.0,0.24361840218672404,26.506197102258167,0.32655487191599153,0.252881883966112 -1993-10-02,4.972506759030847,17.02127654233006,11.0123518585011,0.6765287517465236,5.681470994552578,709.3344708180796,0.0,0.8017679288954129,25.016508326989783,0.3493517161901196,0.28669523255299684 -1993-10-03,1.827828235459872,15.929369688226526,9.298786116388023,0.8118687047939718,5.708368185557426,428.9059057948525,0.0,0.2973572805857285,26.817496147559194,0.3336986294923466,0.2319021604878563 -1993-10-04,1.5852374195103591,16.541919470187313,7.8197091502516685,0.6147896759253175,6.457643839550367,331.4426218977674,0.0,0.2442453953234951,25.618186353062423,0.3169014638838701,0.18814737670487214 -1993-10-05,0.056378412075101664,18.174285034979032,8.138955785002425,0.4273933559893005,7.156370573521424,143.31448933434288,0.0,0.007816167899665799,23.97414529173496,0.27993932687661927,0.12366522633765406 -1993-10-06,0.047783646379918034,18.524638689581145,8.055716779812299,0.6116716975911387,7.345202853995966,85.87448178256895,0.0,0.005707273595801789,20.909161879860953,0.24413422263767315,0.0813692667976042 -1993-10-07,0.0878140438455976,18.822567664253878,9.000959743696868,1.057273465432106,7.261016640287888,59.31690379763676,0.0,0.009042916908982013,18.192614987975098,0.21295461810398764,0.0543444860183867 -1993-10-08,0.0492122999520331,19.42062088773653,9.177872860204312,1.0502836440131165,7.51008522624552,38.80148895627474,0.0,0.004392053804900563,15.916899615256598,0.18599439102825815,0.03604446128189936 -1993-10-09,0.05774982767982144,20.57441690480364,9.438495177380627,1.1260119755691913,8.00792602542154,26.66889157261261,0.0,0.004452201802970054,13.846572341359273,0.1619759367982197,0.02414116370086974 -1993-10-10,0.25174772411081986,21.023715616604303,10.217098615234583,1.175533252212711,8.04099688440163,26.95737155327795,0.0,0.0167806321515111,11.94874284490543,0.14212745254958534,0.01826986207673028 -1993-10-11,0.1705455458748236,19.904688524884246,10.400747311260565,1.4186942823849895,7.439636144151487,19.3544190945526,0.0,0.00989964834515819,10.485730539886543,0.1241383996132584,0.01340018923460821 -1993-10-12,0.06580725368501365,19.62792955416097,9.565268408347134,1.2904316820323216,7.530422377439476,11.561335289264056,0.0,0.003349064022857992,9.275943365873436,0.10882506817251773,0.009232837855402534 -1993-10-13,0.12168152826093875,20.448053743319736,9.844540004984752,1.0416563668441432,7.865918329160691,9.795578558936178,0.0,0.005422040762941782,8.1213283155988,0.09602548223955598,0.006835729305423736 -1993-10-14,0.4977349592835762,19.133002318322692,9.623628480266184,0.7462900791936938,7.279659509288224,17.797368328790707,0.0,0.019923399736205993,7.121576568265083,0.08875981924385015,0.0074833704329897175 -1993-10-15,0.17385976812656562,19.112339996580086,9.106299628424232,1.038497682885304,7.409241002835879,10.205888863167223,0.0,0.006358335672513815,6.661326449724801,0.07962529042170975,0.005839472970090989 -1993-10-16,0.04236073978037001,18.638495745712248,9.014777290617033,0.8287833776032257,7.206129300231643,5.155838008812098,0.0,0.001370102238097845,5.962310101236228,0.0699503487343197,0.00400984075431008 -1993-10-17,0.43903916136792576,19.04862269044412,9.05506794274479,0.519653052764672,7.399867411486034,11.205384658738122,0.0,0.01298333726078249,5.260413436218481,0.06639476290234031,0.004587122766869063 -1993-10-18,0.5605514256195842,18.396884857642792,9.269000699156644,0.5776540731433065,7.027565284290351,14.12375243568939,0.0,0.015884224739971198,4.974635566823393,0.06448117984857019,0.005404609197756412 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-1994-04-29,0.6871921211783438,20.048960822381343,6.421144639147335,1.327814950932546,8.230485959962111,83.87151802896005,0.0,0.05051627726051544,12.9162031056024,0.15847034171867985,0.054603477626386954 -1994-04-30,0.12777621578653836,21.009530305532934,7.987343936248887,1.6012275403064191,8.368689776402661,44.132513612712295,0.0,0.008243990076540586,11.638969803105988,0.1370746222869313,0.03679956684738181 -1994-05-01,0.0904144804269038,21.60260097170838,9.202020222265906,1.893157051614124,8.390726778436806,27.943582747279606,0.0,0.005002680600683748,10.047959069527314,0.11810518581198948,0.02471652046310784 -1994-05-02,0.05605058052834929,22.413924692016586,9.689375403980844,2.016236516514718,8.661432406272962,18.167251052672157,0.0,0.0026566097461304325,8.66006133834789,0.10153680101298132,0.016493801224460817 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-1994-05-07,1.9560906490824823,19.46539246409325,9.916556726663217,0.7028146284655207,7.183783797957261,228.58357803371354,0.0,0.18415858546775143,15.785851509574586,0.20668161071291605,0.1050348474467319 -1994-05-08,8.714678698560808,19.05426419767744,10.185809690889416,1.0325146314800795,6.904709782303948,723.8590554003583,0.0,0.9833856301255572,15.476059207307088,0.28180571382818764,0.21810773860567914 -1994-05-09,0.963485742230482,18.588276020062512,9.954575945405054,0.9335033683843976,6.736276801864033,277.9161277686489,0.0,0.11928549517024944,21.15617590458212,0.2576790780121666,0.16014086559020907 -1994-05-10,1.4190081189500758,19.942030238278587,10.89984806317058,1.3390673429026234,7.137556515533715,221.82919462045209,0.0,0.16257481720280742,19.431263390021265,0.24289154257968823,0.1289985944845561 -1994-05-11,12.151864200752051,19.511761548615898,11.496375666694934,1.3484002776784356,6.733813356467555,1210.1849142708447,0.0,1.7083156363532943,18.177991185366686,0.35332227485783446,0.34408831433261017 -1994-05-12,1.5889298348205685,20.807038706547907,9.917905872801537,1.5007033466323785,7.81175090886515,489.95109266462066,0.0,0.2542745697084925,26.53165760232292,0.32758579944227106,0.2627023800677797 -1994-05-13,0.01744536703647086,23.21712797995123,10.236113178511658,1.2124664689242532,8.876040963901172,195.0375915267493,0.0,0.002428021254610547,24.078928731581296,0.28070643938004364,0.1713766045169725 -1994-05-14,0.9649255116644092,23.854336927480773,11.614488630009436,1.5326090379482455,8.866597009204055,187.73896476128948,0.0,0.11390234332944404,20.223710476679578,0.24683325961265987,0.12890142926972123 -1994-05-15,6.978310466447872,21.497956415217782,11.472002567158682,1.330001520092034,7.739240691376804,646.1604168176476,0.0,0.8504091532077203,17.818888529611424,0.28887057481322403,0.21339612859613083 -1994-05-16,3.3272563272808338,20.952172716132342,11.297114594528894,1.0393235643664074,7.511714823717705,476.0009159891699,0.0,0.43972284715066046,21.307788770006947,0.2869815917085687,0.2058651495187988 -1994-05-17,9.102782790286694,21.825717201487574,10.344827400686293,0.3756566415019182,8.178296270364385,1058.1120042829934,0.0,1.3696979930046727,21.27104770165026,0.3538345550592072,0.3425652903978801 -1994-05-18,4.909551328474946,18.79754399567633,10.13002133739402,0.3858932759166252,6.763128446380365,836.9337995722545,0.0,0.8148186169535405,25.76789346474959,0.35737145605146836,0.3470620750721605 -1994-05-19,1.2571019950441722,19.64131042817753,10.317020416847289,0.5161291076349486,7.123845611682153,411.491147797029,0.0,0.20212497347128378,26.81385895727713,0.32700768450280465,0.25669761211928044 -1994-05-20,6.0627078627835544,20.30274934868756,10.657860927137234,0.6483838441557709,7.353119403155951,819.407737474779,0.0,0.9744099635328851,24.387506896994207,0.35472438004957674,0.31546639242301705 -1994-05-21,11.222584232174409,19.18950421512672,10.705720480003087,0.8640644316263264,6.783289039587653,1662.8032119630252,0.0,2.142769599164758,26.289895375237148,0.43699498272302406,0.5316221207479368 -1994-05-22,8.338474624578875,20.3173051982738,11.305523955713124,1.420142883102064,7.172844143433841,1701.0909804388923,0.0,1.8772433879503154,32.6317948644425,0.4772758931130529,0.6318990523425612 -1994-05-23,6.292933336251632,20.72177869909325,11.549801481645288,1.0318469472514933,7.303405146962925,1502.6775201844073,0.0,1.4888330480601262,35.246267794556886,0.48390356144037494,0.6380334096344422 -1994-05-24,7.764008943465744,21.223804406668858,11.607100965117604,1.2442687577972635,7.537222165336481,1752.3843752220878,0.0,1.900742409632568,35.61606592292663,0.5053484937587865,0.704745873274804 -1994-05-25,0.4567234268009056,23.296493453938872,12.368535543861706,1.3084458444117106,8.364408050890747,644.1338136806316,0.0,0.10393160287733816,36.94176041839271,0.4356670092949203,0.4745815623457505 -1994-05-26,6.121996188474867,22.933803607146,12.68293197875293,1.0465287802812382,8.092792552044711,1158.221444457789,0.0,1.27713501641135,31.430756933127608,0.4374641418887802,0.5033929648752231 -1994-05-27,16.622771327901432,21.386086483117214,12.182287805706293,0.5458110147342475,7.4452144244496195,3115.2249009031443,0.0,4.152182793330887,31.746187355735756,0.5634656115910435,0.9599163303565398 -1994-05-28,3.150172736978348,21.085172371361683,12.413409724106188,0.7821557741937597,7.217096628185596,1423.9266614193123,0.0,0.8457084459635738,41.07501265474192,0.5151934590417997,0.7536320193827224 -1994-05-29,1.1582057201808416,21.305381583539734,13.026661818884842,1.105036515841929,7.134353330360296,737.9875670483622,0.0,0.27462525340323274,37.90354725653337,0.455042968255761,0.5323947757305733 -1994-05-30,4.804538433629649,21.66045874297616,12.889097932262244,0.935532956223316,7.364035551577005,1057.5067552109397,0.0,1.056270085880037,33.683324776063664,0.4483575411272737,0.5073967010986667 -1994-05-31,4.293904183452838,22.24834682388279,13.233455808642399,0.9786502863649194,7.56241246720485,991.7648101247357,0.0,0.9164393833058071,33.03681439841222,0.4348775898700408,0.46983283926347563 -1994-06-01,2.9245569211581177,22.447753017385416,12.860508892230936,0.5968015326192321,7.777378976896662,747.5932384291506,0.0,0.587483991674354,31.9333815669277,0.40607137642673125,0.3952922127388847 -1994-06-02,3.915034823772268,21.57249024175143,13.110729244943421,0.8262793007105697,7.24007455781206,779.6453245289026,0.0,0.7406665377403612,29.734097141918127,0.3919895990849503,0.37009407385602056 -1994-06-03,1.4359790371416192,20.06737787486842,13.249959610312555,0.5807186458886652,6.3705163897818915,452.1092799325889,0.0,0.253080377683224,29.061734730747798,0.35527771132616376,0.27944907386940326 -1994-06-04,7.063230494057387,21.647935940558767,13.53653774132647,0.958142442057083,7.135113988481208,1033.4235583312138,0.0,1.2756702435002198,26.87920769061338,0.3954064178993099,0.376147852789548 -1994-06-05,6.880696732150213,21.511278723586788,13.709305640286706,1.10068126697219,6.999377007976153,1205.6089111127844,0.0,1.3553842413966848,29.375210592724624,0.4223567666241642,0.451231846803435 -1994-06-06,7.374180677233424,20.28489147152023,13.463117472879214,1.1512600917179254,6.407176596114205,1404.1897097140693,0.0,1.57067877739013,31.419582002818764,0.45192106279162264,0.5328897715690332 -1994-06-07,5.670971466036987,20.01640911121831,12.74724481734004,0.9729396641060982,6.518410649805873,1278.659351423128,0.0,1.2770468824881283,33.991188665220804,0.46203730499042767,0.5413354489019504 -1994-06-08,16.54754300929151,20.497519214896947,12.606987615253752,1.00688709812566,6.823490051805431,3370.3119392496023,0.0,4.49506616050682,34.647407725225094,0.5963865051276429,1.0368241621645613 -1994-06-09,13.203413987470743,20.49268662348636,13.02219068659967,1.0203971357144643,6.677475596399883,3821.076413668958,0.0,4.40755257458277,43.968620690515735,0.666015485188311,1.3460387902504836 -1994-06-10,7.078929510986179,20.88827567923926,13.944374666955024,1.3414687126236864,6.559089612809549,2769.2184738277765,0.0,2.475085493293734,48.91860147656186,0.6523333126078062,1.2530763189516203 -1994-06-11,7.131122351365524,20.98299829489473,13.643602149420307,1.3575327625209204,6.722103638294465,2577.409851046851,0.0,2.444863775743163,48.12203919697574,0.6436619127528779,1.1879604164154456 -1994-06-12,5.394777680266707,22.861282168954574,14.449415066204637,1.858544605143286,7.469996353834772,2085.0936804469634,0.0,1.7719952932080227,47.34340263313482,0.6143640845950699,1.0431188576875923 -1994-06-13,3.111166807037377,23.128627574573677,14.924490724484794,1.945292423365554,7.450818970515942,1394.3139108101213,0.0,0.9196790421084615,44.537369070990934,0.555073173800071,0.8190560701730746 -1994-06-14,2.8344807918578367,23.205818333095888,15.099575439807827,1.7996148551917024,7.430188306203246,1081.6964622191297,0.0,0.744744836993783,40.48844219178857,0.5046827130299587,0.6465654094536523 -1994-06-15,2.8683157055590227,23.1549199470297,15.339144574298606,1.4490448242797984,7.313154897521689,912.18878650747,0.0,0.6788178874405331,36.983529114009684,0.4642470031484474,0.5242437443905802 -1994-06-16,5.680979553476959,24.106599437636262,15.124046053207946,1.5982013208093782,7.916626540662988,1225.9310187111307,0.0,1.2884303398575412,34.20913286977254,0.46469279481523007,0.537440591122201 -1994-06-17,14.60585239001008,23.665924524266085,14.979154389395301,1.570071083337376,7.723018386689303,2883.2265942555596,0.0,3.7586940314930875,33.78753090768259,0.5637501418036258,0.922165257880368 -1994-06-18,14.461056028432827,21.72986652433763,14.631535753205645,1.0891483624403957,6.765524528044278,3778.485705935861,0.0,4.522320090010835,40.833132497117504,0.6441398492525251,1.2888762821925979 -1994-06-19,3.3059285515627312,20.363749498516157,13.730250773967395,0.8424780178709158,6.333270254233309,1808.2410492646109,0.0,1.0558577809627554,47.3275000587102,0.5898451526617297,0.9997678276600827 -1994-06-20,7.028223792967129,21.266405496970005,13.053903246776596,0.817073778464845,7.068772857133056,2144.8178514761835,0.0,2.1606145979299534,44.00518430422972,0.5945046428049339,0.9797873576025877 -1994-06-21,6.932049718028875,20.221435732729272,12.474505650001614,0.5099900406719045,6.705148074150558,2144.0508648471346,0.0,2.1046175932883706,43.58959770006555,0.5885429774748047,0.9582546394874601 -1994-06-22,13.068043783089495,21.807842048525046,12.90509957651088,0.5040050596540011,7.3993854489710555,3568.9514855488856,0.0,4.306217941699424,43.53995731833742,0.6594448760037571,1.2794640289014891 -1994-06-23,11.935268639558533,20.046804008271423,13.13576495861593,0.7598005136231537,6.3767952589632335,3903.9195472513306,0.0,4.303422386221097,47.64208611692984,0.6940358351398137,1.4881305799489344 -1994-06-24,5.999625285247244,19.762996067274564,11.560447059756346,0.9918614368387358,6.758699717526497,2668.9111551501724,0.0,2.1901033937069583,51.177257901424866,0.6660719670309267,1.3021786610826986 -1994-06-25,10.048908550685304,20.17529553066037,11.775090340909422,0.7052284426926906,6.903119966902218,3374.832054953449,0.0,3.6427050342852567,48.82741828441266,0.6858693346151234,1.4023127604270536 -1994-06-26,7.9796479129904005,22.38039590247956,13.381074483447133,1.2616224549827573,7.547578393239142,3029.3811487204516,0.0,2.899563977562379,49.98443893186906,0.675242356528216,1.3543411486298673 -1994-06-27,3.439539122431815,20.88603964868676,14.20006500314532,1.4167923179942268,6.44355948660116,1808.301786068549,0.0,1.1350936485178496,48.513009671369595,0.6052120094476172,1.0544472102337024 -1994-06-28,14.34609184130996,22.272238306875085,14.106426004845432,1.109856089382817,7.250826848077792,4026.141214273836,0.0,4.990164441015079,44.97621404632602,0.6910646885452906,1.4462218297389609 -1994-06-29,3.3299690546299487,21.44421592328828,12.903509190054722,0.9654574542456515,7.205818822790738,1979.884942637058,0.0,1.1374711095244763,49.90542467998902,0.6201562842227277,1.1146192188037487 -1994-06-30,2.8622125177317304,21.7437765894519,12.500500281466898,0.8142381068307515,7.4849616936284775,1375.24199953769,0.0,0.8587603152518599,45.20958591058977,0.5600038958634594,0.856323668638025 -1994-07-01,1.788972528266367,18.430963672523745,12.04962364873856,0.8777580955488288,5.8838656238074964,918.9211086122799,0.0,0.4671033329571339,40.79823210180345,0.49611209246381804,0.6285498439424401 -1994-07-02,1.3865922601402034,19.846590132238703,11.766604313187615,0.8194433034578098,6.7341693760855454,654.295833358691,0.0,0.3272722676880293,37.64075109770982,0.4546421194993357,0.45898844405039446 -1994-07-03,4.926925786046676,23.421318619182692,12.768513496253615,0.9685718711635204,8.258755203362352,1035.2497667984953,0.0,1.0947153997225056,33.94909258795051,0.4528792859197803,0.4654664962502921 -1994-07-04,6.723930139114847,24.30358666205705,13.576874837307615,1.4489200693469408,8.482512065466675,1333.5978783623718,0.0,1.4779764150975314,32.707922229962676,0.4593543755331316,0.5280405551969802 -1994-07-05,3.45916413640243,22.27086112720352,13.303436888981366,1.3794102251034528,7.5124253320331125,909.3689413467423,0.0,0.7269985981125568,32.994385829597206,0.42465916954307437,0.45442585990193685 -1994-07-06,8.929077882722689,22.154412404332,12.589431410531105,1.4557358428840623,7.668302847208124,1612.4142817581317,0.0,1.9402911325726198,31.23768274180092,0.46791555900467735,0.591247865267173 -1994-07-07,5.5077499617521255,21.848862043599738,12.949143410496724,0.9344804978732876,7.402727367509757,1314.6486099581355,0.0,1.2453663404274842,34.20158364702387,0.46258684405606115,0.574499994529674 -1994-07-08,6.900609774144479,22.790596835149604,13.66587647387442,0.7900799740409846,7.672596714318534,1491.5599085218437,0.0,1.5865763429438697,34.023607103361755,0.4767394113772672,0.6155521813431438 -1994-07-09,10.526969992642472,20.58094683556873,13.50333242679446,0.8292228579933799,6.535191781096187,2213.727669794484,0.0,2.6251140727475306,34.820817078939186,0.528271008348856,0.8004079369891001 -1994-07-10,13.006741746500118,20.459443813439172,12.876058099745213,0.7962222933177371,6.692359092638676,3187.3363343708584,0.0,3.8370400324523075,39.4237629864517,0.6107798724510037,1.1052739766110913 -1994-07-11,6.884825053241646,20.584044240170428,12.762697828608124,0.8134980404387827,6.798107503114832,2375.2358916978283,0.0,2.175232269970576,45.10563288205145,0.6056536252726594,1.05069265829297 -1994-07-12,1.5405277651885552,21.82655448404085,13.356161918284005,0.8483279679671277,7.263491855068177,1120.0022197582166,0.0,0.4468845301798705,44.63918224450101,0.5379623471718307,0.7519963094539254 -1994-07-13,6.661842893814873,23.526872789595927,13.928851208545066,0.9253759153961598,7.980840774566388,1700.1689825764881,0.0,1.796926759571969,39.46555671757235,0.537352966457956,0.7631228984303963 -1994-07-14,14.359171296556346,23.79687964733622,14.091073075105818,0.9147984996373985,8.073776148480517,3375.311459704897,0.0,4.242825932219992,38.78503912176574,0.6190940603402545,1.1427900667438153 -1994-07-15,10.01014054587722,24.41294319859781,14.543195556941653,0.4653190841131433,8.26088337102617,3103.347991076997,0.0,3.222564983435248,44.222181412018,0.6317698228708268,1.2345857473853163 -1994-07-16,8.6738054537845,22.576641363718466,14.274807160151596,0.6133028356001988,7.363318444830477,2832.0148711146157,0.0,2.789011206039806,44.86022694355672,0.6236352223953713,1.2283254536699089 -1994-07-17,11.781748301764647,22.60971827618627,14.581713626356681,0.62725119650494,7.275738281912182,3584.7346635797157,0.0,3.99188724929083,45.278348400367825,0.6647114835777455,1.4074059441391924 -1994-07-18,5.720291306231537,22.475590941211838,13.816809215208107,0.6673504084687456,7.463833997585899,2419.33672670525,0.0,1.9260052090552184,48.13465956346966,0.6273737052616636,1.209417867142909 -1994-07-19,2.574240755800376,23.41069955779933,13.533116569599107,0.672161738876533,8.04522126786628,1423.1994322074706,0.0,0.7738009975073381,45.42336847699241,0.5591396419789495,0.9050968219558843 -1994-07-20,4.843903141688171,23.96874210984637,14.01480766242354,1.1951400056372286,8.193247661391684,1493.276949046003,0.0,1.3002626275701958,40.216963798831934,0.5249285831338788,0.7871596851229583 -1994-07-21,3.6536107348319553,23.983529457918404,14.632511952328134,1.5413907722269138,8.010782137248626,1177.140151971345,0.0,0.8958761227680205,37.746610635850786,0.4822845413566422,0.6488143328090213 -1994-07-22,3.5106454418031845,23.407525452493445,14.807945901096215,1.2354989702377046,7.642007535237659,994.6162234344545,0.0,0.787181753694945,34.94661734182269,0.44800106688721797,0.542207687271569 -1994-07-23,10.842518881706527,22.89673107107643,14.40272549192142,1.0257882218428735,7.502046794006306,2072.3429008171174,0.0,2.555418149278056,32.8108475587765,0.5085321555147664,0.7420518845868636 -1994-07-24,12.732866761406553,22.806881363551913,14.913792848847725,1.4006446232935137,7.274964397332704,2932.159870402615,0.0,3.5164026416623155,37.19455105828084,0.5816206050854815,1.018465149768669 -1994-07-25,5.809038799462652,21.811070896832746,15.300581390317788,1.182289323972359,6.553562669406987,1979.6086944025035,0.0,1.6854171346800264,42.49376278141117,0.5626949261476484,0.9196026017394998 -1994-07-26,12.291513840828214,22.084183128014782,14.933781880105538,0.7640106332367392,6.860654096320985,3217.9228125134755,0.0,3.834746118418648,41.864057639319384,0.6308757317830523,1.1825148189151773 -1994-07-27,7.6798707015920975,21.056959740051774,14.499993126757778,0.511117391384954,6.4390026589492315,2654.3188544942013,0.0,2.5312440343826488,46.313880631263686,0.6289906366571079,1.1551808667392334 -1994-07-28,2.8497722996617503,21.700882574457832,13.650886990530493,0.6196831578614951,7.115546343723043,1496.857296502762,0.0,0.8884240645193122,46.643337002107366,0.5765612049799588,0.8872441390894739 -1994-07-29,2.252783094849204,22.2879585865143,13.347260647470279,0.6215679660206748,7.530589309780952,1045.436994731826,0.0,0.618272129015911,42.298735514409294,0.5189950200223725,0.671695299332073 -1994-07-30,8.542230717091327,22.75535354307348,13.530678838766933,0.6411013261054669,7.721001886743952,1956.9940804530788,0.0,2.2642381470698023,37.90385707179596,0.5410654678995607,0.7820057772374296 -1994-07-31,6.876213222378055,23.115731082197442,13.49286303490025,0.5250433795410153,7.923256385299643,1852.1356364786316,0.0,1.8502665516857988,39.272432810886066,0.5376004728840359,0.7907794228404168 -1994-08-01,5.06457894039786,22.65811273930493,13.889198916567093,0.4650964067102391,7.559069432019292,1488.80662067284,0.0,1.3109783000556323,38.85312601361543,0.5116115201785293,0.7143760506530488 -1994-08-02,12.01959152043785,22.529446224845337,14.044436431697196,0.4548247465333898,7.440429507309613,2706.2907187417964,0.0,3.3008382526898288,37.362806614158885,0.5752714948596983,0.967626619929128 -1994-08-03,9.052956681612898,22.569504318026482,13.555553749309196,0.6534158579277335,7.623255372594148,2593.633217084886,0.0,2.7031890653025172,41.89467235851605,0.5935053748825334,1.0414799200134897 -1994-08-04,5.359143273379341,22.572404795790952,13.785714687807353,0.7709738216224649,7.553154042142637,1872.4436415830908,0.0,1.5652723197767484,42.963583599685,0.562927042307595,0.9162903125291295 -1994-08-05,1.7133521812145556,23.763112150309578,13.986597837344322,0.7737239914276213,8.12369999970268,993.4133399518137,0.0,0.44866504901938487,40.93621884009806,0.4968386186851947,0.6647778095684985 -1994-08-06,2.6490391657678978,24.108535030481494,14.31891684763666,0.708487768140275,8.206733686359843,860.7182975682271,0.0,0.6033118701198981,35.868489238688234,0.4487031205560004,0.5246022543094254 -1994-08-07,6.0805694528401455,23.32584668772201,13.781662338312838,0.6527108757087293,7.961192882536507,1235.7192302986393,0.0,1.311480226577797,32.45372669532143,0.4488984534144931,0.541183649994159 -1994-08-08,11.797448542780302,23.189335774585928,13.557062724036346,0.8531428290294566,7.96066141336631,2265.7317749971044,0.0,2.808286959313577,32.64424688554037,0.5177156543403708,0.7798882963598153 -1994-08-09,3.390499735378858,22.6503006880932,14.220776420984913,1.9000126340534669,7.462356561822088,1212.6315998982109,0.0,0.8205520869770928,37.44866975555441,0.47574866692062123,0.6326118032826492 -1994-08-10,1.0979745764674376,22.10230238180822,14.624849416976971,1.557042484940674,7.016707192603303,626.8083050389382,0.0,0.23644277988524598,34.91330605277292,0.41950703128938616,0.44780245734404217 -1994-08-11,3.2667540993561035,23.606585961574016,15.278426467247904,1.97316011162316,7.62864511797168,730.1314839053789,0.0,0.6435718689091141,31.201226372144546,0.4015286296260993,0.3894916774218296 -1994-08-12,3.691922104772265,23.220764336073646,15.298191726931565,1.3850636223956048,7.406596442010667,742.8719157171741,0.0,0.6898726544664426,29.504607446169164,0.38671708747058753,0.35858407889293675 -1994-08-13,10.886240408517857,21.25400611177339,13.688650098102073,0.982261110386762,6.890939248010965,1738.2659076031603,0.0,2.237825422612545,28.577485591460462,0.4597256817472391,0.5741633614701354 -1994-08-14,4.384213571854275,21.665443976074627,13.211187307484064,0.4102019493283683,7.280375366242354,1142.727597009254,0.0,0.9734405322419697,34.20081611580475,0.449489464791192,0.521974064124938 -1994-08-15,2.924117615403933,23.028607686698532,13.769827957578599,0.6532753377788468,7.829594483078664,806.781346479839,0.0,0.6128016261474443,33.17836302344835,0.42056944963767445,0.4330886833472599 -1994-08-16,9.3763894332548,23.269637026338092,13.861026279676592,0.9912900666437008,7.931933364289473,1641.3681896961384,0.0,2.0189589067237605,30.7320582819017,0.4672362531019992,0.5893366969359681 -1994-08-17,10.901718247312116,22.140136059207283,14.77783797143087,0.9430906868793084,6.9987403155115215,2243.8777617548226,0.0,2.663724991793762,33.95453768452827,0.5225450034521648,0.7892219715843555 -1994-08-18,20.853406932388502,21.45626278383184,14.699891089190714,0.8755008995520848,6.636748607073191,5065.315085746004,0.0,6.716906054670723,38.61104641220549,0.6927206101518488,1.5364945844693019 -1994-08-19,11.494190025172966,21.585710394350933,14.234578705447486,0.3270998157841549,6.893078226809992,4312.373943857054,0.0,4.454771984982667,50.767324236398714,0.7253044755716227,1.678490603457784 -1994-08-20,2.4050463603136607,20.792572212503423,13.679890972439358,0.33422742041087905,6.655132271042467,1949.5609750653746,0.0,0.8690340434468653,52.58948195162392,0.6406490107038355,1.2249417649822472 -1994-08-21,9.577287568756198,21.732770927628657,13.232705450262802,0.3823638440458402,7.329548319627195,3033.386426845342,0.0,3.312163386812543,47.211421396094885,0.6615500002312517,1.3017053223431008 -1994-08-22,15.662251436147224,19.584499209605372,13.27366731812578,0.3878332375663412,6.129520711586964,4938.670975974972,0.0,5.9608280479513684,47.86218768387696,0.740016694877725,1.7549731131759994 -1994-08-23,8.972906573550024,19.006364875046504,12.334987401585042,0.16665237620571038,6.165201426136672,3918.57066407153,0.0,3.6973151672385605,54.56876467079487,0.7402174374558916,1.7053758668878027 -1994-08-24,2.3772972670345567,20.88629744375234,12.245593454389718,0.13244993253371254,7.207221311376567,1941.0131538906876,0.0,0.9013285113842784,54.53347078010028,0.6629719058773728,1.2473601176913187 -1994-08-25,3.0241812627260556,21.054929579602216,12.454816244215774,0.5414184244203113,7.2330120995852685,1524.01578736729,0.0,0.9819212493901075,48.09791720825193,0.5955378255954025,0.961484826647213 -1994-08-26,4.915619780762981,21.157535168547266,13.233309794951527,0.5373633757126901,7.034658923690092,1633.8558571899773,0.0,1.4478638268636672,43.49507077165701,0.5639517596001486,0.8463400890176966 -1994-08-27,1.632981060646556,21.994155750063104,12.493248378995865,0.5932901805591039,7.716924296118294,923.2130604519735,0.0,0.43411640955279895,41.49663931814196,0.5024308685943405,0.6170282564399866 -1994-08-28,4.023866942425721,22.25901040373488,12.741727049166508,0.6066775053983674,7.783742544137319,1059.3139214857615,0.0,0.9578158521841988,36.58912826374415,0.47311388967590273,0.5474980077410221 -1994-08-29,12.946414607632905,23.65613699880477,13.27052785980374,0.8106592001801143,8.356800752248807,2580.449646718306,0.0,3.315901442185263,34.48003752807691,0.5524860486045837,0.861290450387732 -1994-08-30,8.223837556795965,21.09443839022011,13.913823776911034,0.3639829814988831,6.768133005278245,2240.158267687401,0.0,2.2697785876852326,39.4786144973046,0.5557012607374786,0.90626692353414 -1994-08-31,7.805671435437835,21.650539362791754,13.158013390389414,0.4617914340529936,7.343196104980253,2203.38481404677,0.0,2.24518400014645,41.16664485589363,0.5704943191067704,0.9317996043742652 -1994-09-01,4.112049545976944,22.748682481873637,13.065304023494306,0.6533225893771593,7.956996560559433,1491.3262878928472,0.0,1.1380232684179035,41.65826893014804,0.5331932130594149,0.7798386022843867 -1994-09-02,3.825729450806608,22.58594485638197,13.764192210056635,0.5829201301159667,7.655526758111166,1213.2492315348977,0.0,0.9626375574880184,38.519958421676876,0.49329858580114705,0.6542140666621148 -1994-09-03,2.408861336652472,21.8860322764175,12.640590396610868,0.5413454990760752,7.642381144660339,845.9725948461091,0.0,0.5487855497957606,35.9991182014434,0.44742695045305236,0.509423316396966 -1994-09-04,4.948917837704979,23.497598253354454,13.087391164375866,0.6783658319136153,8.351735231307673,1059.552421062659,0.0,1.0584500791270735,32.76981921372105,0.4393977422613669,0.4927752969075646 -1994-09-05,12.094007785982583,22.29488502692962,13.596400197538747,0.7539664886276902,7.564765569017403,2219.745778161689,0.0,2.8087536346541278,31.700240304024767,0.5101733313219693,0.7484477919077424 -1994-09-06,2.623982305807308,23.569814131507734,13.857565712723472,0.7383142190541447,8.16937376720923,1062.5868495960294,0.0,0.6238974320407831,37.257265889079385,0.46458953255795477,0.5822019362321529 -1994-09-07,2.507916112828012,23.490569717865164,14.180948803935669,0.7206322372121783,8.029140230733374,773.7409356632852,0.0,0.529168656713813,33.59096498319342,0.42052751740142563,0.4595598422888302 -1994-09-08,4.390589672783206,23.308038606635126,14.410044683619486,0.8894352414154195,7.858718723010775,897.7152193423905,0.0,0.8637570265911902,30.59538692457153,0.40756293368803276,0.4306716254343896 -1994-09-09,5.615719586954032,22.55600810914055,14.427374446857472,0.9202651086294932,7.439937455434504,1049.9462149521225,0.0,1.0974387719174565,29.78784295515186,0.41242752714124326,0.44744825187028914 -1994-09-10,11.800499843181427,21.15796641485575,13.715877832556762,0.8666508981551588,6.915591253837667,2068.9633631695997,0.0,2.617686925168613,30.408930145196113,0.4917112737297,0.6898492868482266 -1994-09-11,5.723358311575879,21.703440771687287,14.001612967304116,0.5466048821568837,7.122027274704756,1516.720692089392,0.0,1.3940471661465423,36.482264014803384,0.49166691704609594,0.6613237378614413 -1994-09-12,5.908461664694457,21.590665566921626,14.046831633375927,0.6341814313399782,7.0457203184928225,1461.3461817887016,0.0,1.4358178033514832,36.31288322443189,0.49185007425425525,0.6491151427559856 -1994-09-13,2.2999927883362017,22.77316572478391,13.77767187089644,0.8532379291357484,7.79669524358124,858.7548702770043,0.0,0.529536807057259,36.38736529518467,0.4506815213027773,0.5031732511435434 -1994-09-14,4.194329466014551,22.398238404035997,14.166042182491667,0.9301303965159922,7.464048675003756,946.0807795184056,0.0,0.8893218079396235,32.88890967616274,0.43199462199901556,0.4629545203925482 -1994-09-15,5.565404317323466,21.468851945466106,14.190897660452446,0.6519805459051025,6.933978716332366,1116.3324112553387,0.0,1.1642972802414988,31.795759144937243,0.4352322521083609,0.4786430947723631 -1994-09-16,1.7789370587910298,21.522632411270838,13.873388921474989,0.4790056705739864,7.086267714347156,615.8129766685493,0.0,0.3559897111322705,32.398003992862876,0.3981382174864944,0.36577885095960677 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-1995-03-23,0.20880075065391385,19.313290132905177,3.1231982404933305,1.6778091208775514,8.5676621683198,3.077940859082193,0.0,0.002529176004896938,2.164033247311697,0.02764190911391303,0.001552461951488519 -1995-03-24,0.4385819051050557,19.251240656768545,3.85675553934888,1.4536063972734374,8.446214130391224,4.612218843634224,0.0,0.005258811519571749,2.0263490837683484,0.028714776686832474,0.001811311505985509 -1995-03-25,0.9545821090242732,17.90696899636399,3.523197884787882,0.7493470710999455,7.926261153148874,10.121543216496532,0.0,0.013202968439884666,2.1100183703221953,0.035700520134648334,0.003189425648672424 -1995-03-26,1.7586941235166609,16.173057019263574,4.724953295060663,1.5767645776538681,7.001190271110536,24.611372717936298,0.0,0.03328739022184002,2.649889611403685,0.05135701487176247,0.007144663103846547 -1995-03-27,2.406518246459292,17.611858378303143,6.033328490968176,1.9211109048942572,7.37897258270902,49.72131158933153,0.0,0.06594555719552808,3.879803710656935,0.07323139349334332,0.014692025165644164 -1995-03-28,4.21472026794856,15.594264205589926,5.259092667781376,1.4036688243691202,6.639089710686055,127.27719384277192,0.0,0.17410651175388114,5.487933679780092,0.11302934752992015,0.03607410631459788 -1995-03-29,0.0,16.053360587994106,2.5740479282667463,1.3885219030868152,7.2787395038903,33.8856373542928,0.0,1.7763568394002505e-15,8.583540181094945,0.09999243004983516,0.023482547727806703 -1995-03-30,0.011590748400860105,16.803665298903102,2.815059819256036,1.5792727909418072,7.546062057361371,16.39381583357689,0.0,0.00047279946710226776,7.5017134399613745,0.08752490553403681,0.015358025594501973 -1995-03-31,0.20892204319497565,17.648741635448722,3.9850467892541857,1.5890298973042347,7.725499501000558,14.984604455473075,0.0,0.007514041899086221,6.5344457127847,0.07855566752343175,0.011141476717467028 -1995-04-01,0.018373015365013345,17.994814546337714,4.475678402929941,1.5200865207230707,7.792254887012134,8.07316055244447,0.0,0.0005812347515942173,5.84576559913546,0.06831324346852148,0.007341079271066084 -1995-04-02,0.017461103146451717,18.349834261006208,4.906090639605052,1.4903601059988114,7.8709412152291005,5.159077063881943,0.0,0.00047873663560288326,5.0785932016914765,0.05936558143328524,0.004851592299794177 -1995-04-03,0.5831651795632801,17.88581240087139,5.06690197128611,1.7449238521084065,7.641740263836886,12.826855470040433,0.0,0.014751012639707572,4.407842127153262,0.058141855046504584,0.005404218150630431 -1995-04-04,2.8116564162053423,17.462517249970887,4.91680667601954,1.780916208881433,7.481418759416973,61.367043351762184,0.0,0.08724204764280419,4.33674358230566,0.08327401884756748,0.016801782581618106 -1995-04-05,0.9044678984737786,17.019226983119175,5.12628652315627,1.5348234352893646,7.2505311482958525,37.442756773756706,0.0,0.032727589623802844,6.225910772678363,0.08306408258848116,0.015920429775539306 -1995-04-06,1.0989921843417114,16.250718222720607,3.406733456083712,1.4667225426922208,7.205959302491951,39.07177241408085,0.0,0.04043660958853379,6.238581659331437,0.0854777660288641,0.0165205226958814 -1995-04-07,0.8201032002435806,15.702458871226984,3.102032971070497,1.4651532279817536,7.023004695944863,33.122323655433924,0.0,0.03038801325458107,6.424998348281486,0.08440052641571386,0.01538110774480814 -1995-04-08,1.29738365271361,15.413382409124575,3.525484078882936,1.1990975637436985,6.834382122156556,44.221979792221155,0.0,0.04937626549351459,6.367058383825458,0.0892855591097013,0.017530644077382335 -1995-04-09,1.5582283310688374,15.4855995546452,1.8810045944858984,1.2405898418262375,7.096286424400327,56.125970243088254,0.0,0.06383778944603824,6.759466603517414,0.09689551296728348,0.021131871860797888 -1995-04-10,0.23066966413181494,16.697331651297056,1.8729736225632547,1.111150630080155,7.571495404140976,23.75506954654911,0.0,0.0092860949573364,7.296293386094629,0.08768402202451768,0.01516980052237288 -1995-04-11,1.0907723683301036,19.02068178507085,4.4685205118353934,1.3730923568985318,8.178078260560154,38.11933921604804,0.0,0.04195217346514468,6.54299437601572,0.08892821272998179,0.01626266532099616 -1995-04-12,1.1423369724775474,19.40735429782345,6.930585216297624,2.045405086480048,7.932954340623077,41.94148290073433,0.0,0.04418078680105153,6.5558370399519825,0.08967851378440518,0.017313408243527572 -1995-04-13,1.904578825804439,18.919080173115333,5.581249019784937,1.831376089820324,7.9541761605985295,65.39465242914697,0.0,0.07863778115355924,6.643458094373989,0.09957884110415112,0.0232439789179782 -1995-04-14,0.6898379752078886,17.4811539726231,3.438000847966756,1.6305358283460474,7.67102284750319,38.808274680100105,0.0,0.028942099422740175,7.371164195153474,0.09390521610497161,0.019537600001842625 -1995-04-15,0.7054973525079591,18.52384014473304,4.279922577631232,1.5100543955185934,7.97868693082609,33.14391297832783,0.0,0.02813882508631771,6.991925529998395,0.08966976362949043,0.01700261114290796 -1995-04-16,0.5659049198875529,18.893471145121037,4.57494795214325,1.632545383411684,8.085967426164752,26.72437480888764,0.0,0.021234434044269945,6.6367507765698805,0.08390606098487374,0.014301157006809057 -1995-04-17,0.26077576845165384,19.790733938412934,4.494812114853879,1.599753498772099,8.468181965302817,16.510932634642693,0.0,0.008931175120590273,6.198131077786709,0.07524189057136857,0.010669284407716377 -1995-04-18,0.17286116675600804,19.965753751299324,4.71642550203044,1.4708114680204618,8.506456474767608,10.98316622555024,0.0,0.005229593656673748,5.517422542446986,0.06628795156215082,0.007741485583078244 -1995-04-19,0.6073214897281334,20.013819360422705,6.2971455967778365,1.7306580435578294,8.280979428851792,16.430050601514992,0.0,0.01690125450967006,4.858689412481908,0.06367532524571383,0.007612808942880432 -1995-04-20,1.130599971061447,21.11532899942977,7.838829389383387,2.093607848406513,8.490093248268892,26.888467680692543,0.0,0.03203391134786626,4.6887503028526085,0.06779148963284895,0.009833217053393382 -1995-04-21,0.9063031502540756,20.211385368038197,7.3330102736027625,2.1495854334844724,8.174664641445109,25.661025136668396,0.0,0.026520768100189662,4.970254848959664,0.06845792088960916,0.010439140870079655 -1995-04-22,0.5111633765660174,21.107723892081054,6.952025314375505,1.9629336732958016,8.635646204420855,18.03838827751611,0.0,0.014629008268977839,5.050780374966394,0.06479287797139173,0.009022872687312484 -1995-04-23,0.8144737799646871,21.640147417399074,7.8752790557308785,1.8843999512430911,8.705534261736663,21.604443790256088,0.0,0.022585839009446218,4.737050632767456,0.06467149973069262,0.009312493689920686 -1995-04-24,3.7156599182473378,20.758542562503703,7.437627778906361,1.6251512664886687,8.38590681780754,93.99704823349339,0.0,0.13249286737604882,4.721550063693252,0.09828778232938216,0.02623599205489447 -1995-04-25,4.369287256760834,19.41196235424211,6.94101445619236,1.487635791540921,7.875260210144853,171.6514455457386,0.0,0.2246949611049187,7.213124933138294,0.13492725801618008,0.05129152494030196 -1995-04-26,1.4090059369593664,20.124005327782115,7.3272864128849005,1.4012809050488635,8.114517240285585,101.1030384356596,0.0,0.08278964774568531,9.990627649238549,0.13279801106683234,0.04599431893948108 -1995-04-27,1.2808828926681053,19.809108438972782,7.78672721815567,1.3216804918203462,7.879003977503965,83.67233592407072,0.0,0.07330399072828842,9.786412875550633,0.12892650055763838,0.04110175539092121 -1995-04-28,2.287547166144945,19.7235657344317,7.5281468879243985,1.4570667398171937,7.888114854636808,119.22602393926266,0.0,0.1343760350600327,9.547730685073782,0.13787297172148716,0.04721604742651081 -1995-04-29,0.21181767227428808,19.803437941412238,6.585913103101301,1.3133996897342062,8.095096290924438,46.7122177642999,0.0,0.011981896907514417,10.204963511617697,0.12134844620042176,0.03255984853088501 -1995-04-30,1.6971088425006602,21.581067191713338,7.788926289622253,1.3408376851589734,8.662289180769767,82.01006169510488,0.0,0.0910764086178506,8.950069051533498,0.12403241184123556,0.03506265974727294 -1995-05-01,1.4836249607427143,20.12480065406616,8.615181253082888,1.2230390437722802,7.832342663198648,80.13227227780514,0.0,0.07949765951192744,9.04249206677098,0.12262213473273186,0.034928836614976935 -1995-05-02,5.780462234206145,19.858101732520982,8.813389444960949,1.0862879431349133,7.660449569444846,277.6673630501157,0.0,0.3825560763131479,9.091489936596501,0.17324817100742934,0.08098684502793557 -1995-05-03,2.6100657865065693,19.91389837194637,8.489831120154577,1.0264845979901762,7.754520942434879,209.69292730715054,0.0,0.2057453436763681,12.864895291651926,0.18027281640036505,0.0840463977430673 -1995-05-04,3.2834550882010585,19.535484735302845,8.48191967199558,0.3459631702333459,7.5779087530463,247.910498628284,0.0,0.2748247927407781,13.357302699959675,0.19385355855544595,0.0965563893792728 -1995-05-05,2.8917543011430284,14.738004399676536,8.029024350681931,0.4972898994632332,5.413814146856801,247.45963973391903,0.0,0.2566136423045977,14.407325979757577,0.20152256975789917,0.10192688928106193 -1995-05-06,0.8676399971451328,16.58400414335535,7.291508986689122,0.2927656980035633,6.489325316071769,133.5368437075247,0.0,0.07808281811682927,15.633440805734462,0.1922264162708374,0.07823887691909867 -1995-05-07,3.3913350690852777,16.712068028207227,6.8549549124609666,0.18833114115095012,6.645687197676758,259.16096073537597,0.0,0.30994214863769187,14.603405166511365,0.20962653710596627,0.09812310249367945 -1995-05-08,0.5799004289388502,18.536947506914476,6.962023159035611,1.0025146141906471,7.433116354696578,116.56888793825662,0.0,0.052492173680584675,15.865842610433047,0.1915817688025533,0.0718662368373454 -1995-05-09,2.1095693633778496,20.390674680003922,7.564567659419468,0.8585793767997598,8.135270323412772,169.30977029288874,0.0,0.18074038502813616,14.281639743507363,0.19094648542128279,0.07430193613188157 -1995-05-10,19.652324181709982,19.338902773495207,8.73483942005849,0.7295296547240722,7.407430133003271,1838.8660169425966,0.0,2.724349156310751,14.032454101456405,0.3924048545426696,0.4631894735716283 -1995-05-11,2.7650457874030385,18.55023832648016,8.982033933313295,0.8248966952805861,6.973297786523308,785.877210210514,0.0,0.49830960546923375,28.987690628906478,0.369897875237029,0.37738957625568575 -1995-05-12,0.7583303090875129,21.486641330028096,10.114820437751435,1.0684833032167438,8.088510775245467,368.2492738633408,0.0,0.12466256917969876,27.61341239647048,0.33051158822856896,0.2646445946064252 -1995-05-13,2.6697719077853157,20.652443858554573,11.421479820168646,0.9546017584419512,7.335433666859825,440.81188144065976,0.0,0.3953936751447009,24.14785396670244,0.3124071796463936,0.2324757209092551 -1995-05-14,3.9259511998498726,19.161270816655986,11.338475643466131,0.893203674259579,6.592810413129038,549.8290268928137,0.0,0.5737720879990742,23.21240097765864,0.3161434238700275,0.2386960445769407 -1995-05-15,9.79959934331728,18.12707201477401,11.249684121791383,1.0009507539551108,6.073952610686565,1276.4736592046197,0.0,1.6624462861542604,23.850997575882605,0.39200666480122043,0.40851191237560003 -1995-05-16,4.676484357923036,19.520759298807526,11.47197758998754,1.1767435517898521,6.731444885432848,952.1482989254899,0.0,0.8987635526432447,29.790211726270453,0.4015136673838008,0.4027720830497661 -1995-05-17,1.991565291157556,19.629848307705892,11.99907041380773,1.7135619397142985,6.614158870888701,562.5422330001397,0.0,0.3683334024664189,30.07668467869408,0.3735733944594847,0.31826989762237795 -1995-05-18,1.5287809960114829,20.349029461740283,12.121622270138982,1.9417736285670324,6.9509836723412475,402.94288964521485,0.0,0.2600663547219555,28.09454428655935,0.34509167763727083,0.24677768908424322 -1995-05-19,0.27075790760371915,22.821662653124946,12.526254126128599,2.4852668204698714,8.101028590123416,204.37477239707775,0.0,0.040894668170206205,25.80644039778798,0.30378169990868914,0.16686749440053217 -1995-05-20,0.0028817480713090164,22.63232399681136,10.938048012619026,1.9147979839004188,8.41419359344811,112.52138823349587,0.0,0.00036726156519749234,22.22114245712779,0.25889483113956124,0.10867881708129626 -1995-05-21,0.6668531009627918,21.36182018078261,11.221134952834914,1.5027955099576664,7.7204988613539,118.40917709682735,0.0,0.07252639225034074,18.85674057356295,0.22743664427890975,0.08178801665424812 -1995-05-22,0.17184552919478815,22.998621004838753,12.22733483983763,2.221890745044224,8.262196392024599,68.13487330591917,0.0,0.016333781393187335,16.83044800081215,0.19806520510388212,0.055727214318094645 -1995-05-23,1.903593463938976,23.59511244494316,12.728571434493597,2.313046239081374,8.42410040169991,145.03203157782556,0.0,0.16453521116714942,14.513202470296855,0.19124455463166395,0.061328713889618046 -1995-05-24,2.544078951455199,24.24228170485104,12.622331245814399,2.1175848038664964,8.773523304809078,191.03755252290927,0.0,0.21657512477197205,13.970952431139077,0.1923889310767152,0.07289887246229027 -1995-05-25,3.74250023929831,24.905895046441003,12.199442055349719,1.9869610798470536,9.201692114350143,277.30966506478507,0.0,0.3314980790780857,13.952585586553518,0.2061357661684076,0.09792921942372136 -1995-05-26,2.7162734580848285,24.8340323935243,12.363402420955927,1.9290873814083358,9.124229922208118,244.72995481082305,0.0,0.24605879333545078,14.806745349303224,0.20413130193283296,0.10121340543665484 -1995-05-27,3.3998381976206464,25.035951479642293,12.378323624308926,1.563310830961883,9.216584854825385,285.85868976373,0.0,0.3125176438919035,14.688063084818154,0.21071180020990682,0.11347059795552396 -1995-05-28,2.0276472682010565,24.295834438463782,12.826033289582885,1.5268348416083344,8.735397292707406,212.9834289906738,0.0,0.1833789066598137,15.127262565512265,0.19984308168520645,0.10178617371164492 -1995-05-29,5.785450546139437,23.926965232546948,13.374537583237267,1.5831880658007076,8.396716250275764,448.61515627115296,0.0,0.5667720094260744,14.499653982031573,0.23630773000330854,0.15255742638644476 -1995-05-30,3.8505829430761134,24.02796997414414,12.801573318757484,1.2486880978737551,8.601880320306067,406.3164150556715,0.0,0.41824653557744984,17.23694127651043,0.24565537598290046,0.16299192809680538 -1995-05-31,4.15085975747381,24.759610311321488,13.421966877253821,1.0721584798477817,8.803006436498924,439.85798172462665,0.0,0.46980924702551974,17.83392517148372,0.2561078555921704,0.17763548283277766 -1995-06-01,3.9651330291573923,24.842175751174146,13.333688663314836,0.7392286261821253,8.86569839241177,447.26419698453986,0.0,0.4628286692896455,18.504368857188744,0.2617544798792447,0.1861048526357876 -1995-06-02,4.786069448007542,23.52958819461051,13.942045075148853,0.9099396875744366,8.012416080625753,530.4135295521385,0.0,0.5819963779141943,18.881711010317442,0.27571361372855197,0.20976305839717155 -1995-06-03,6.300786586960014,23.903128030306807,14.412787575939946,1.190167730402309,8.061484696129343,727.4611642126831,0.0,0.8495099203602576,20.234558630847744,0.30911880116595464,0.26589632717630984 -1995-06-04,6.6109027257071205,24.878299605630197,14.310814270042682,1.2877466383255136,8.60476991202283,877.4927367618918,0.0,0.9986765963029356,22.6240605670837,0.34056752346803626,0.325149276911131 -1995-06-05,9.569998304963192,24.120197330429026,14.776428042833231,1.1002075992875875,8.057407159535764,1360.1730124239898,0.0,1.6633896682246707,24.59470436923747,0.3979956486774019,0.4649325471798622 -1995-06-06,13.242310695242436,22.21557296305099,14.409842077986962,0.8884891702483009,7.1380710645487735,2280.137343003204,0.0,2.8722196052688727,28.98100265752056,0.49187300552251284,0.7399871020410654 -1995-06-07,13.512190073139159,21.864964397814603,13.646010025244193,0.5915078516769666,7.209732009575893,3060.7363314538306,0.0,3.6811199395262193,36.31465433318141,0.5804489929314306,1.0422017153132583 -1995-06-08,8.002982042769338,20.75121111672411,13.033995035437655,0.4321321515799884,6.814993057481356,2468.3192969146226,0.0,2.3926985820535673,42.47664082683475,0.5880534199453192,1.042748039187507 -1995-06-09,9.450295420648237,21.35897287390252,13.26404136828238,0.6968897908837763,7.062396682396664,2764.690755866386,0.0,2.954139742869712,43.395876069981874,0.615622108674553,1.1285913811502737 -1995-06-10,6.986758880754433,20.849834760899803,13.811887136858115,0.8430561078302063,6.5873323728798985,2359.734885766442,0.0,2.2072851765178036,45.05118930625761,0.6062068545432016,1.0707517212632782 -1995-06-11,6.498179580287904,20.73344725002625,13.921273984394135,0.9458232496618424,6.478757900263029,2165.8331564117043,0.0,2.0311045988282723,44.89646545931309,0.598712808542227,1.0062747255054278 -1995-06-12,9.774748358061762,20.47885354365256,13.87334919300584,1.0332509495277218,6.35092995938746,2846.8523839781988,0.0,3.1584027654957776,44.48319771452418,0.6320683264534679,1.135951030922625 -1995-06-13,5.464653335118282,21.04649232395466,13.985513005379545,1.0995347261735298,6.628731550325206,2094.204933268337,0.0,1.778466792519236,46.95408093393499,0.6106427545179368,1.0102485735452464 -1995-06-14,2.6205115370914647,20.294070160607475,13.899997610170445,1.4227271899617344,6.231909952904849,1286.8119877571344,0.0,0.7826594470726866,45.162795412505325,0.5566431655123756,0.7767958025911217 -1995-06-15,3.3350952014051867,21.855835842407565,12.65107093440557,1.8314701311993813,7.509352214124554,1157.570647931411,0.0,0.9148254553501101,41.735651507271925,0.5250436757419992,0.6449532482037876 -1995-06-16,3.548466500908156,22.02195913862643,12.269232145034875,1.6693651590334269,7.704531581043134,1054.7762765452992,0.0,0.8845151757662117,38.345086640273365,0.48803152238221104,0.5545147540630396 -1995-06-17,5.145738066547546,22.708909784506307,12.737828495008175,0.8344182791275374,7.917817798488011,1206.096678559982,0.0,1.208534392725758,35.59012293049956,0.47454519293080777,0.5449802574430567 -1995-06-18,2.6550327068097452,20.818851667857775,13.509959127452252,1.0498699373533698,6.671226252242514,806.8395182397403,0.0,0.5782610977085589,34.47766576720735,0.4325707897194388,0.442805328190785 -1995-06-19,5.899721030234798,20.70449169081833,13.637098377701696,1.0906789035278883,6.5603413157174035,1154.420635579445,0.0,1.26590350966955,32.38798503395985,0.44602584593531425,0.48099796710099174 -1995-06-20,5.269698874901845,21.466021366074035,14.03242890504774,1.5293308096253495,6.838525124589444,1146.301481320645,0.0,1.1585406559568376,33.4487586571325,0.4510438088163747,0.4895119994487081 -1995-06-21,4.711274682446984,21.174556949034226,13.783841750383056,1.3022959208504243,6.766134222627994,1065.7111506043243,0.0,1.0317787347426197,33.61171122003041,0.4464368321586241,0.4757528592129091 -1995-06-22,5.356522691044732,22.214812694710137,13.433363645911086,1.659475782071187,7.446553667829479,1142.5197699352943,0.0,1.1747709184283126,33.33015215161,0.45067356200940023,0.48856897796150284 -1995-06-23,5.5867732109009465,23.789631502123882,14.59715249516818,1.978453859369324,7.910845103692857,1189.6962853437535,0.0,1.2224213338692307,33.1423994611698,0.4511686329411482,0.5041671485906697 -1995-06-24,5.8766422683314765,24.124427585427426,15.102057422777671,1.9091308176001405,7.925490012614926,1240.3996910704852,0.0,1.2793420265663507,32.840524241804815,0.45102876928558544,0.5229878408979526 -1995-06-25,2.806915663738019,23.626625742401423,14.779249031491688,1.3838103816169445,7.761507752330601,799.3769301079491,0.0,0.5800302311542125,32.8200546191458,0.41503007602212694,0.42875867536567286 -1995-06-26,5.07713081163637,22.164338548186766,13.916456965564224,1.0023773118029442,7.257933519515326,974.387794479801,0.0,1.0035083794921933,30.383223610248383,0.41308911407931037,0.4319007214216209 -1995-06-27,4.672479525346533,22.35328197027081,14.079918707335208,0.8816720127009711,7.304377152735272,945.4052316283112,0.0,0.9231776913297249,30.576380361315636,0.410625345975126,0.42171451174514935 -1995-06-28,2.9684877321631413,21.132279155705763,13.76014973949982,0.7381998821446107,6.747191002422231,701.6945304577737,0.0,0.5647928147205343,30.368106575231764,0.38834874702674227,0.36051437618218274 -1995-06-29,7.594060044349142,21.280088714285327,14.197812943112535,0.7020500251136401,6.6678197924765845,1252.0634149686578,0.0,1.5004828450718186,29.10146411183987,0.42747800498578215,0.4631485942290833 -1995-06-30,7.604985356510099,21.12804363287141,13.197866945320596,0.9114558030658436,6.941052852681262,1474.7176353370169,0.0,1.6584546648645286,32.01847610981705,0.46158649175201333,0.5540121896204865 -1995-07-01,8.094287286486743,20.549506967527197,13.470289630138641,0.9009398197472009,6.529174581951058,1713.3307200428635,0.0,1.9129019068080133,34.29759691526447,0.4938367417514199,0.6519034711179624 -1995-07-02,9.96447716322848,20.726353313027087,13.959247933832405,0.8524574563196889,6.444541631683638,2257.0324088504176,0.0,2.623576746069638,36.94790246961139,0.5464974520932071,0.8238368374245435 -1995-07-03,12.553049281553752,18.25573927991812,12.76469273186908,0.836964233300519,5.502431843537439,3193.665086379069,0.0,3.8211114671883006,40.811108500519744,0.6216562981722621,1.1180997302651312 -1995-07-04,6.225326587023589,18.586885351040817,12.815266407303705,0.88644049166007,5.673576033918118,2305.31078682466,0.0,2.056681384714694,47.14492027367436,0.6217272318145096,1.040990497501417 -1995-07-05,9.703529359992492,18.992320329472186,13.158147488638376,0.9611923590727888,5.767997478942597,2996.813562185851,0.0,3.3402010215354903,46.96404870590564,0.6601389072923378,1.1862308370038714 -1995-07-06,12.16462030707952,18.004147959615427,13.174494827199654,1.0616608644074856,5.172811624621276,3992.595673598364,0.0,4.6174013688979265,49.57843803480595,0.7192648152229328,1.475248092448007 -1995-07-07,13.074938462147069,18.8118335489718,12.510348676970684,1.0771658615998052,5.921541883080242,4939.939983727671,0.0,5.658149991467406,54.451413347456516,0.7866362674824717,1.8218540944989954 -1995-07-08,18.385323669143773,19.079950463105593,12.059608270680414,1.2278084120274342,6.23335783243056,7597.254917248153,0.0,9.278903236047697,57.89102547509661,0.888567810640729,2.5987914815391813 -1995-07-09,3.387977597766173,19.7300866090319,12.162512778712996,1.1330465873677713,6.545074031148176,3309.224548272625,0.0,1.6113913955012498,63.35735573332997,0.7775379311396432,1.9370492560263612 -1995-07-10,2.6519780999147904,22.227149107811364,12.93223259725442,1.6997892549286833,7.605215013184754,2087.68553129599,0.0,1.0563321073914813,56.40131525104255,0.6879308746772537,1.4217701927020003 -1995-07-11,3.964689991408872,21.678804566936716,14.226776066741472,1.6691424585785677,6.881937262223089,1874.373918746983,0.0,1.3434577738345124,49.272059642670825,0.6201720795331849,1.1300668649626855 -1995-07-12,2.5497574591404795,22.85543471312861,14.318391053054269,1.7161580467944562,7.49713648393776,1321.1944039127354,0.0,0.7689232448924552,45.55523415869958,0.5603905740418148,0.8527003391399327 -1995-07-13,8.294297141561678,22.44407390471682,14.338122938782776,1.1512735472323534,7.266700859268533,2160.0044488233266,0.0,2.3788410714107755,40.81358884735146,0.5720736142712725,0.9172815391536153 -1995-07-14,10.607035891038347,21.882387053196503,14.069224983242307,1.0923038586545015,7.053060005124842,2849.845593214261,0.0,3.2313932783151564,41.841053482632894,0.6109847216064793,1.0891345331390816 -1995-07-15,10.17377935938716,20.507961512430686,13.830215792688572,0.9110556537045954,6.374106378233539,3080.962193254135,0.0,3.3274596093517257,44.74244157020345,0.6397367827318665,1.2156302732028765 -1995-07-16,18.87138362987154,19.688760896027308,13.50192484915672,0.9553001452141784,6.035363398254241,5844.0606818179,0.0,7.41609259948773,47.46169634089503,0.7727354586835401,1.9205278280311535 -1995-07-17,16.013435110529326,19.312787408573172,13.119560983962964,0.7035849401808276,5.972648269700302,6678.904666175371,0.0,7.627570284931,56.83373290619517,0.8486201728610911,2.411583607767689 -1995-07-18,5.649074940791973,21.14258192846483,12.476636108753734,0.5866443369485101,7.1892778151600485,3776.0898096092515,0.0,2.647756452872674,61.59860280073068,0.7833899033167097,1.9729876189800697 -1995-07-19,2.241027823848315,22.28856118278718,12.679016410497356,0.5349699935947432,7.719139125691312,2046.376583228227,0.0,0.8758443317585307,55.83321325382035,0.6765255787403198,1.4176824477300725 -1995-07-20,1.2029472352272996,22.365410153654814,13.244864160341578,1.0929492512322083,7.5898123260160775,1238.8663034983354,0.0,0.38430413462620616,48.395030516311195,0.5777828513993574,0.9813606241460368 -1995-07-21,1.7990044826217197,22.672512280751253,13.67122006042162,1.4639858264806154,7.61891441327947,982.9551728984145,0.0,0.4853081656068181,41.922671408642266,0.5093279143549244,0.712714979948695 -1995-07-22,1.7758500836804405,21.85068447426096,13.636343250132013,1.2267690188717426,7.192803248977199,765.4437446293866,0.0,0.41534935243646665,37.15279335328629,0.45349233226392627,0.5271870291280621 -1995-07-23,1.57210837384251,22.821986140978225,13.7676696784851,1.2556334226149162,7.670117428842564,582.4256080044828,0.0,0.3258477751976008,33.52911293597736,0.4089054565406855,0.39278911563310603 -1995-07-24,10.052700336801216,22.964922763314863,13.584809493770535,1.1385201668874627,7.804043851825148,1672.8569714258063,0.0,2.1374008899817625,30.005976915268533,0.4666564609132574,0.5811381141056821 -1995-07-25,11.356136759692307,22.242596446893305,14.13077986310812,1.058096910301705,7.24098351681239,2332.3513339916167,0.0,2.7990714845751743,34.01024931573219,0.5284876741477588,0.8044935824692244 -1995-07-26,6.5733973868235935,22.312669988081325,14.737448939244413,1.2203866088344109,7.064643110392827,1831.157387531744,0.0,1.7381558378430526,38.82012130247768,0.5288037507243115,0.7883474147466367 -1995-07-27,4.775031608662012,23.489088577645077,14.691966809525926,1.1510499954528808,7.7333014752126585,1434.5196696297596,0.0,1.2359361749504245,38.996814623982345,0.5099123648549759,0.7013666555580542 -1995-07-28,21.08252164122047,23.889018344353985,14.950248424837735,1.1175754210159312,7.8666198779861665,4811.455196146454,0.0,6.5435439922646985,37.09809131214116,0.6777647390535582,1.4529079678899068 -1995-07-29,12.667391098693422,21.865747179906784,14.314443614003565,0.6082285435152206,6.9737128369207095,4393.880130913284,0.0,4.688076323825726,48.30198761711181,0.7102519715407655,1.6596036767851026 -1995-07-30,10.188408593301595,22.278845188557266,14.277359935257616,0.4951027922287292,7.217928959740046,3965.4484935398445,0.0,3.95488138161371,51.5058080864176,0.7186958429358996,1.6825131072762034 -1995-07-31,6.850297777166013,22.84539415199332,14.379253702953765,0.5274901590387893,7.49520787518439,3022.258444483396,0.0,2.563704387411711,51.74240235814408,0.6825652756440631,1.485598820822011 -1995-08-01,3.1897994464895514,21.595008066040826,13.564147024800436,0.8022355194084839,7.094780677012341,1830.0155247635619,0.0,1.0640640504161918,49.05441895086885,0.608609762800665,1.1290744801024604 -1995-08-02,0.7912544552640319,21.435719855674353,13.974246758598476,0.8818013409230757,6.864728419499288,957.3582226066255,0.0,0.22651208288539304,44.53570229653855,0.5280283492304176,0.7694642308854011 -1995-08-03,3.423566206634028,21.86234203827221,14.254225082139625,1.0417921156523828,7.0027731338365236,1088.9718452741959,0.0,0.8716028100662001,39.1170908453497,0.49556984470268867,0.633599453342832 -1995-08-04,16.014570479058673,22.49173707054851,14.532396668829811,0.9814166888601468,7.255300194051589,3451.37228205241,0.0,4.572512752501172,36.687708841881864,0.6139458623462497,1.108676080382295 -1995-08-05,12.262116509299808,21.77403965573439,13.624150447997355,0.4781246527040892,7.179374131458171,3684.22709808335,0.0,4.1229647572080665,44.73374162802607,0.663963147802249,1.349478312613019 -1995-08-06,10.351083691133413,21.1843496396698,13.923069102788546,0.7378094368298411,6.750971181518369,3560.2848997443984,0.0,3.707572059149898,48.19630655834999,0.6820374461595492,1.4429795732935455 -1995-08-07,9.391658773889516,21.984129219987405,14.524641339467234,1.1729689940885901,6.980267528177816,3440.1206769745568,0.0,3.468767813298859,49.9122690953208,0.6908505970768392,1.4674830251967448 -1995-08-08,12.435450291744068,21.97249371316284,15.045515078513782,1.4560085711227633,6.776167053443303,4318.218119758246,0.0,4.812693521143821,50.221264018234194,0.7299082884928952,1.6880661633020195 -1995-08-09,16.7500580095121,21.248854773552914,15.1085993241689,1.3186029098692635,6.323809178477405,6191.443723188807,0.0,7.342924669808529,53.04143679470612,0.813023649339288,2.2169204898092794 -1995-08-10,10.400454345214508,20.273791181038707,14.134410162406814,0.9470015487819098,6.15412565046508,5059.053736706527,0.0,4.8487296784415665,58.92064731549394,0.8075438877833372,2.1814017665078294 -1995-08-11,20.170869441984,19.617017055249924,13.203691406231165,0.8495440890730203,6.149406657835117,8721.208610235584,0.0,10.693672786607369,58.84804778071555,0.9205168713961311,3.0482596814708214 -1995-08-12,3.545504489753902,19.053892802569674,12.699681389579029,0.9249716208577788,6.027646179176286,3779.3396526731976,0.0,1.761852688298283,65.08626059219182,0.7995135834824919,2.2525418837409013 -1995-08-13,7.138059959499237,19.43720466165259,13.075945389735015,0.7314875259793753,6.101188481554477,3685.792505660725,0.0,3.165563505489671,58.54382591322184,0.7651494884516894,1.9483027048258026 -1995-08-14,18.515231317063687,18.951184386977605,12.855329709485623,1.0142767424649026,5.912757817902237,7333.780009400169,0.0,8.987128700362298,56.249943342993845,0.8709636513178011,2.6366766003893667 -1995-08-15,7.25974495983792,18.281797330614715,12.284519368260007,0.9389888849026068,5.7590023971714555,4597.068961202544,0.0,3.58912385625555,62.970630200003974,0.8181363082578776,2.262849671612962 -1995-08-16,10.902625001154103,19.4281628904481,12.452685860602498,0.8950513824717178,6.336745292774562,5162.60500628137,0.0,5.266330674308147,60.11776754111114,0.8273394757369681,2.2748854259513362 -1995-08-17,12.836807903986845,18.728344514386997,12.543011690296895,0.8208931404333538,5.915469046325041,5921.455862789321,0.0,6.301474155069393,59.75815705941734,0.8456821780902355,2.440336023269028 -1995-08-18,2.1643655019588937,19.59205086073092,12.60982341221995,0.7447390273814084,6.374969970448228,2612.60511641599,0.0,0.9702494433864248,61.52218533741698,0.7419051866207047,1.7362788664213065 -1995-08-19,8.658328844315854,21.6548456150099,12.876462298500774,0.6532377704052513,7.396626867043618,3525.8824623302294,0.0,3.5355046161897974,54.3590148146331,0.7341093761781712,1.6685687440863946 -1995-08-20,11.26348089090068,20.572686404142875,11.933137525583932,0.3991245178389614,7.128898294048351,4264.063746692936,0.0,4.541266374426144,52.49375191994585,0.7427285837201476,1.7776347224409599 -1995-08-21,11.736626057761418,20.709375192024233,11.852209248983874,0.3313072563366013,7.227046796446021,4615.801845971802,0.0,4.866470821508804,53.39441663486113,0.7587325384529298,1.898148729500642 -1995-08-22,7.0245597052038224,21.41020512661913,12.706446072716556,0.8431219662969058,7.33074132950048,3370.8354857880972,0.0,2.8038257747444764,54.2655653197485,0.7139884488222222,1.6625295045049213 -1995-08-23,7.967724024123839,21.309595500737206,13.698321162696102,0.5768372592731854,6.945877461460187,3221.95711056386,0.0,2.991115482882222,51.29553880921217,0.6903768769486232,1.537670087995527 -1995-08-24,8.425614188573084,21.337667376867945,13.952621267167942,0.5375151982296414,6.872240547756089,3212.446721310914,0.0,3.0983101583159876,50.23189215718354,0.6833202241068362,1.4727144491418513 -1995-08-25,7.095307638244409,20.984915792395753,13.483441581017495,0.16509589312946718,6.848935169103473,2812.3219191903486,0.0,2.5406246843708002,49.85184027161154,0.6633957066404164,1.3455155291734333 -1995-08-26,1.4473310548615008,21.25049637106549,12.964911495779731,0.17447643126351392,7.175237227128013,1342.1945430418475,0.0,0.46565478352881273,48.54133110111402,0.5823340601265293,0.9467701900839383 -1995-08-27,2.5633140592343797,22.312684226382732,13.884948043541696,0.5443191206582222,7.445387593597092,1121.707260794524,0.0,0.7134737625790639,42.64103325677801,0.5266000323386644,0.7249398159107069 -1995-08-28,0.8923703786651536,21.678684007548803,13.961493614324018,0.3239457404541372,7.072571173423205,656.4021095476427,0.0,0.21469292634732318,38.509432139412965,0.45900431511975065,0.5045919176407115 -1995-08-29,7.523790680273072,22.701273775519272,14.11734199364372,0.9290003618350808,7.586119888057233,1485.2457458326126,0.0,1.7465732550547752,34.01361475064767,0.48388264275279025,0.5944072024409117 -1995-08-30,12.180613905396635,22.86819711389961,14.261757575137851,1.2751485990478202,7.632338631298521,2558.7619046164154,0.0,3.167765824336941,35.39182142068443,0.5541866539077195,0.8692702952084654 -1995-08-31,3.1425448779098324,23.68466827286447,14.227011482353806,0.8602519694767954,8.090761302769799,1295.6980640754327,0.0,0.8239110094674991,40.259425522346746,0.5056035618999182,0.6913067291490627 -1995-09-01,1.119040051333835,24.13280139133971,14.113086088112615,1.0903613572141475,8.369633584880573,678.2612998714577,0.0,0.2537750950170352,36.50206082428588,0.43826034693570054,0.4886491964473748 -1995-09-02,11.94555499056437,22.7703147306659,14.196750113057696,0.9118191949178794,7.611781006700174,2140.2062538283362,0.0,2.759679882249726,31.60826401115462,0.5073724952700137,0.7382896906740899 -1995-09-03,17.397300925689116,21.3145673537222,13.881341459050114,0.6927968297199767,6.9179713645624865,3982.803373632849,0.0,5.113978702881788,37.021837133114964,0.6339461039283157,1.2592706943628447 -1995-09-04,8.140299507655554,21.208480458497704,13.772150554774372,0.8368104137936118,6.90184174802147,2898.9346818619556,0.0,2.70975631048349,46.46155551950653,0.6360746328676566,1.2323264652938093 -1995-09-05,1.1868142719624792,22.25281600544416,13.7087212127868,1.075761537372797,7.504698585335465,1219.284268143881,0.0,0.36163825199978916,46.624774118513706,0.5569726251454848,0.8572513758425545 -1995-09-06,1.0307481994443164,23.319003877165066,14.284711693828745,1.527761167816562,7.898113083208143,765.3555422056459,0.0,0.2643718401173756,40.570094973541735,0.4846216494856947,0.5982848730316723 -1995-09-07,10.920415781815624,23.546727743287548,14.268897453982301,1.1501281776028418,8.031183813853378,2217.21405511804,0.0,2.7706531334939903,35.198184280694534,0.5372504576728865,0.8113282028613631 -1995-09-08,23.09058214084088,20.539715325277427,14.020428013212998,0.4479698517995545,6.437023843914846,5717.997139617872,0.0,7.696594920681335,38.733393133333315,0.7202074426844489,1.7000568046453561 -1995-09-09,6.925683260453058,20.103619942755614,13.438563621110367,0.467226486685194,6.417535918455858,3307.478283953288,0.0,2.6665541096308036,52.85021439032798,0.696348725398448,1.5126793328428148 -1995-09-10,4.240638767245848,21.988658258469812,13.538271987691074,0.6886886419869999,7.437488078634931,2166.0450169358246,0.0,1.5177075331610013,51.28245245354684,0.6468064106315528,1.2157765424808142 -1995-09-11,3.5297455514299925,21.9840223140813,13.219086396889546,0.4932727376745002,7.544198689146696,1621.2309086148075,0.0,1.1137981329881752,46.75663562500001,0.5858022850895658,0.9610056073331602 -1995-09-12,1.4576553953031386,21.55398380418921,13.292107167426472,0.5436715739602791,7.291500994534266,957.8529575547949,0.0,0.3979947654667235,42.516471989473025,0.5122688032857634,0.6861700656537025 -1995-09-13,3.8060253203782097,21.495943989530787,13.213083156342494,0.7628289682521424,7.290510623130803,1084.2107011873634,0.0,0.932239310491481,37.63412483022181,0.4827496846015759,0.588611669564011 -1995-09-14,5.6797554256008205,21.439284871341947,12.474393673043606,0.6173431625602083,7.503037247291071,1316.8454063213617,0.0,1.3432569862847394,35.544225844366245,0.48023146353898355,0.5876892519797927 -1995-09-15,2.7191252004117725,21.101073520384425,12.496967106217781,0.43268938408044105,7.32116566912834,861.2074481741105,0.0,0.6068601649131988,35.19911003007474,0.4417217609405957,0.47496150678194937 -1995-09-16,1.308729515963538,21.198540590043663,12.452658688214537,0.741521775631175,7.39100344653242,521.5039536119687,0.0,0.26152135492637263,32.5925354020959,0.3949267772271983,0.3489981074170578 -1995-09-17,0.4739647552784035,21.112307595433272,12.468736329140048,0.6947293641403256,7.344296881770684,299.285438887279,0.0,0.0823826522062539,29.1799626058814,0.3454481711280832,0.2397253408391265 -1995-09-18,2.3267049226403085,21.05106891118948,12.248294255391555,0.7989686016169831,7.385588227220229,400.0621995899789,0.0,0.36412436812392635,25.619759855762528,0.325557388389619,0.21149324398222635 -1995-09-19,19.14214622968884,19.5694728968402,11.563187105313105,0.2375446504027737,6.8258850611894255,2712.955431606505,0.0,3.90921626567075,24.14830619432485,0.5043044530003844,0.7329080882074757 -1995-09-20,7.311377260027203,16.19484193038061,10.728246263010648,0.15453675049543353,5.287495750064259,1932.467491678838,0.0,1.8782722188355079,37.45760800017319,0.5215283592301707,0.7630834114192441 -1995-09-21,5.227972711239234,15.483317822395911,10.773010809804578,0.07511463689760746,4.858555835737396,1540.1102744753296,0.0,1.4034896653160107,40.026123144710546,0.5271795691375631,0.7104334709441165 -1995-09-22,4.1910530445874885,14.664418781171381,8.920549261572928,0.05028405761414629,5.136420500323062,1294.2573455458016,0.0,1.1341041201177733,40.82726170099375,0.5244328788806077,0.6351429054041031 -1995-09-23,0.636271871731933,14.459502794008404,7.98327776268225,0.15861286699511173,5.351869255993891,591.4917080670584,0.0,0.16131149443589032,40.37526896604236,0.47775667637568947,0.4380102377534396 -1995-09-24,0.16484839367972626,16.020552786770914,8.214912140763685,0.3430915699435967,6.060517032851026,324.2050221828587,0.0,0.03705966250593917,36.706377450976824,0.4295248106653808,0.2907669593881969 -1995-09-25,0.8988413070156791,17.4632135007651,9.434360341923439,0.484811269500529,6.423739793833376,308.98189365642963,0.0,0.17831205334362776,32.588416710698304,0.3901038772174659,0.21642626880627702 -1995-09-26,0.5739547513921283,16.9949855650689,9.331652168883418,0.6529202726328568,6.222092946109523,217.3812349702836,0.0,0.10091536879550012,29.430947730951463,0.34953679359780704,0.15624918466093662 -1995-09-27,1.0016821692816889,18.66086735632572,9.549119332208068,0.7680686437721419,6.995076792088094,211.8442169816771,0.0,0.15838824658896922,26.53360422628,0.3207674386932453,0.12582782588523433 -1995-09-28,0.8640433084604192,19.132345267367413,9.833789797007851,0.6530109683235927,7.154331010725502,171.36941564533126,0.0,0.12211354690398812,23.993711536703646,0.2895760094448523,0.10050159221982996 -1995-09-29,2.9843957604803104,20.00327361607684,10.45087442628028,1.10239709036953,7.42278582964382,332.61698622500364,0.0,0.3970458875067986,21.620447918875204,0.2866297656430661,0.12587791481664248 -1995-09-30,2.6328443681905767,19.94883636984235,10.866773568390013,0.8137775355116987,7.281613821284946,328.85190348176184,0.0,0.3418103576320042,21.284627730796807,0.2786223522427554,0.13398628273257984 -1995-10-01,5.064420442357738,19.769932667009254,10.200477460123226,0.8215117519429713,7.383661864329885,552.8339480433573,0.0,0.6796369217265568,20.75827604886692,0.3008169261307667,0.19070353418360295 -1995-10-02,7.2917788274241175,19.738373359430394,10.352660813191552,0.7389542358865987,7.3301936761205955,886.6673919022975,0.0,1.1044155453688447,22.341282207017652,0.34520509255319104,0.29230261979083827 -1995-10-03,5.273764108001238,19.865052328385964,10.657775938168982,0.6281668958627833,7.312206746335037,829.8240726057173,0.0,0.8761467419329456,25.60967985192013,0.3597712068339747,0.3236815518693472 -1995-10-04,11.3345573179108,19.163296225617103,10.424865801966053,0.9920679093136514,7.027046763325921,1703.0868670129666,0.0,2.1988769168203675,26.679826997817997,0.44284183266829835,0.5455129714108137 -1995-10-05,9.672685939562358,18.18005860682276,10.338161288649623,1.2197736326567985,6.5514209181703755,1951.917425599217,0.0,2.242665492127861,32.882582304056214,0.4957400551900479,0.6965822569264588 -1995-10-06,2.2192689554581584,16.736109676827454,9.925053100471256,0.749809468890236,5.93231337742619,934.159145622546,0.0,0.5212818366733849,37.06742670851112,0.4576633982235864,0.5328151703241015 -1995-10-07,1.9447393185637365,16.010118285186874,8.991842946532298,0.7467692722511337,5.864859648742862,663.8285019566124,0.0,0.422606363396155,34.76530315670004,0.4276471335707129,0.41118569547856076 -1995-10-08,3.188474333238419,16.859943768919244,7.476564299203168,0.5804296986850702,6.710932326357616,724.9629127142383,0.0,0.6578959736965877,32.584283924949375,0.4167284072019351,0.36783694299638026 -1995-10-09,0.7329937983911711,16.86029221561827,7.659939374325707,0.5209846493339885,6.6694579830595755,369.8547209187069,0.0,0.13803421380724912,31.203641985566016,0.37204017832733416,0.2604623097596905 -1995-10-10,1.5086672406609327,17.428222345410784,8.831442501924823,0.4648683394836302,6.637411560220925,347.26951381997725,0.0,0.2550884493852077,27.948859910559655,0.3431602416910692,0.20838970671709361 -1995-10-11,0.3602996359787929,17.853117606470462,8.800844867321489,0.7468366170853328,6.858425152511091,186.91977822587413,0.0,0.05458517720287248,25.833202536026793,0.3051365611898803,0.1439633043622012 -1995-10-12,1.1711973253695789,18.135539061845613,6.407867904519796,0.8035542887257218,7.546184381178869,201.67301892873397,0.0,0.15859201193668615,22.905903961681116,0.2804819241774786,0.11786132153150829 -1995-10-13,0.0,18.946823433157665,6.149408514680441,0.9558698593920516,7.959958145656891,86.24113134613447,0.0,3.552713678800501e-15,20.78078495712871,0.2420820713093339,0.07672218083490044 -1995-10-14,1.7352099165062589,19.875051571984372,6.666891271054361,0.8104122093338918,8.284147043376642,170.46203362191932,0.0,0.18337364408506773,17.81428435933092,0.22773836874343625,0.07786388003697559 -1995-10-15,0.49596121116873493,20.20323039371109,7.873197220507993,0.9735701845760936,8.20646018474053,92.1420945504922,0.0,0.04710880962732811,16.65754923729786,0.19982677979479246,0.057858738496964025 -1995-10-16,0.8933387952957441,20.037330771222877,8.384624759567577,1.0926404574109372,8.0258293852539,90.41631981826254,0.0,0.07531098568659744,14.657957398649224,0.18116206880258903,0.049130529526481136 -1995-10-17,2.4316457105497102,19.59131116657958,9.119194072972931,1.2578324153024745,7.647130699874093,165.49921776298584,0.0,0.19729822748135373,13.348757796927494,0.1838310138461195,0.0620232353701155 -1995-10-18,2.066328099606344,18.5431356533182,8.17020645440673,1.2105484519647505,7.378736285857711,162.61901238496426,0.0,0.1690735379241426,13.648728745635433,0.18306976948601764,0.06611815497408528 -1995-10-19,2.4134649400995745,17.003278065345796,7.9922226827079905,1.0185869587279688,6.691575717312086,184.53299211486097,0.0,0.20019978390294746,13.66662954489798,0.18732221077349817,0.07352318594743912 -1995-10-20,1.9901986305394777,18.04937137897846,7.919206837034997,1.3187500188215426,7.213009373330323,170.40613602045755,0.0,0.16857098569219153,14.17601670962946,0.18832546041232703,0.07352756130082265 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-1995-11-19,3.773215104058164,10.678944055406904,2.5285242409377204,0.9338746125037716,5.207756529045107,256.74828449979657,0.0,0.32936213777040324,13.719703755653443,0.20378065792709166,0.08356161165735215 -1995-11-20,1.2819179313295317,8.355229450919019,0.6263869827306467,1.075276669120614,4.634133402518598,151.70870271924852,0.0,0.11875976277078859,15.871372229446427,0.19982421359238275,0.07247761009045198 -1995-11-21,0.6267552753107105,10.38034096450112,0.976123488181468,1.0889231941421509,5.386293911792196,92.39272129497948,0.0,0.056349151464367364,15.739113977139645,0.19065129327811192,0.05575950846696816 -1995-11-22,0.050976351790020066,11.332804820692713,0.4409334984744114,0.7146534320726465,5.850550752891682,42.94693550503106,0.0,0.004214454130524833,14.802707091657917,0.1730353527059389,0.03693853221580085 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-1995-12-01,0.20502859215137972,10.783003025723724,-1.4255937425145804,0.9313911889956102,5.897315625859378,10.803216686751112,0.0,0.008994402413402353,7.956298340472304,0.09507393164204991,0.005994006967873926 -1995-12-02,9.536958764417808e-5,10.695622341073141,-1.6781909559533184,0.9687851388634968,5.894065566062044,4.449318372793796,0.0,3.7951313844427134e-6,7.328392391782315,0.08537191932343016,0.003902394682576472 -1995-12-03,0.2314071633952729,10.957437743756866,-1.1088933979112432,0.9836398583992428,5.930628660429523,8.06889160016425,0.0,0.008398935037487676,6.582639203477723,0.07937902547442445,0.003819137461136212 -1995-12-04,1.0202010671696824,10.847881823533296,-0.17851325662775622,0.9241340439497602,5.773432195497315,26.90356536644526,0.0,0.03662844982220026,6.117217471226848,0.08314609227424521,0.008063301578298807 -1995-12-05,2.56297862375546,9.916033186421991,-2.6467946606678083,0.8555719820911173,5.71136365036846,77.59334415608068,0.0,0.1074350796812471,6.426216058762908,0.10471803026864931,0.02160740835178768 -1995-12-06,0.991344850884862,6.712287199644833,-3.4580660677646744,0.7357220409468481,4.658854754233863,50.81686690151233,0.0,0.04646572630036527,8.09860911679862,0.10589180770327175,0.021140500547398005 -1995-12-07,0.05876497460690185,7.495978744733812,-3.9314359699341592,0.8660819876799137,4.979188301235934,18.70206933412944,0.0,0.002685025762708869,8.354782252414939,0.0980121272597862,0.01417030709057824 -1995-12-08,0.010552398580958876,8.112050044213369,-5.100744239213558,0.7103931568648649,5.279803748319086,9.907802770333639,0.0,0.00044136078268305207,7.6877745203107555,0.08968029504113627,0.009291407610835654 -1995-12-09,0.011322438473445556,8.784522345982346,-4.808079453747854,0.9754384170296856,5.4904044296295,6.3819708786132425,0.0,0.00042997350973434344,6.99562790905622,0.08162622620806001,0.0061137394772703205 -1995-12-10,0.0013330262880100864,9.36197784606761,-4.414406288680771,1.062903028048036,5.664413024012929,4.0382140634186365,0.0,4.576664259332581e-5,6.343142239607149,0.07390884015725606,0.003986725701384296 -1995-12-11,0.008108410330411094,9.645794817104477,-4.005173529058195,1.0663940158111571,5.7362930245980595,2.76387853903049,0.0,0.00025091273009058765,5.725507693699458,0.06679274461573975,0.0026333762253355915 -1995-12-12,2.141541713219781e-5,9.858058026448584,-3.4815109179243158,1.172601524111282,5.772975693985221,1.729487547026699,0.0,5.96633813587608e-7,5.168067791266399,0.06020473925534653,0.001714295000322956 -1995-12-13,0.04492945167979557,10.285830966402552,-3.3498480436498195,1.3093941069062343,5.915758380255241,1.8561069233560596,0.0,0.001131264953844642,4.655823127316561,0.05476058403875446,0.001288177274530299 -1995-12-14,0.07026713611964548,10.124692254185225,-2.3124473673588843,1.1530055828278016,5.767362100059252,1.9549520256492166,0.0,0.0016084421799707621,4.223876382155262,0.05002386385057772,0.001083451944498591 -1995-12-15,0.06493319258119615,10.524813362238849,-2.658238175623342,1.1137314827883034,5.946383806154013,1.6922366678636378,0.0,0.0013602733624366314,3.8698726455772037,0.04583782323269173,0.0009123980081180996 -1995-12-16,0.09359202537763793,10.509528346420426,-2.524544926199155,1.0014058032734665,5.929894462077625,1.8544877946800498,0.0,0.0017973706641352533,3.5343511410679067,0.04226308092488103,0.0008676044564084147 -1995-12-17,0.06571226484445332,10.722267821880495,-2.864299925599165,0.8888304157882551,6.037683849736629,1.4328927212883582,0.0,0.0011592827678488932,3.260026834814933,0.03874260820950359,0.0007412876509814864 -1995-12-18,0.05447310420226786,10.079599848296548,-2.2284948627960035,0.7576588630890969,5.746639811759244,1.1315343330794063,0.0,0.0008775889156881697,2.9826059286902082,0.0353799139219015,0.0006161692971371849 -1995-12-19,0.12510759551116005,10.996543796893404,-1.5406815245965984,1.0940708104239192,6.015018753898336,1.6824599102448141,0.0,0.0018748190574038592,2.739036020227052,0.03336533342969124,0.0006865661503147988 -1995-12-20,1.3094580497520198,10.279567217295924,-0.972260724117704,0.8336047826449954,5.680365514987571,15.337817885587887,0.0,0.0226219467827955,2.5700828934750026,0.045194024633972714,0.0038914478826481366 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-1996-01-22,0.0005784537800524151,9.02478314355835,-5.455662374722552,1.1801378342248992,5.614275504172843,0.10346344877146939,0.0,3.1310307380375164e-6,1.0174804744773862,0.011859697050711117,9.231664669878242e-5 -1996-01-23,0.002548942458985789,10.103641280090915,-5.034662306818811,1.2875173058110807,5.958944595458276,0.06915943182227198,0.0,1.2497616525049965e-5,0.9209377582281584,0.010757994646986426,6.199674485936574e-5 -1996-01-24,0.038684378400325695,10.38939989506012,-4.59369574328121,1.5887207503677143,6.032922768170251,0.15522853678663542,0.0,0.0001746443502961409,0.8300019023139593,0.01011960686697621,6.694914937683066e-5 -1996-01-25,0.02644630708304698,9.813215802745349,-4.823615275203777,1.2095640446225162,5.845343015952997,0.12656720962489085,0.0,0.00011143870738274803,0.7796692767330152,0.009390700623076403,6.054893909617024e-5 -1996-01-26,0.2998085676768557,10.846552777087254,-4.827176930666033,1.320965104448935,6.200820811319196,0.958697742363552,0.0,0.0013961416439701724,0.7260903309019289,0.011951027395465203,0.0002519977037811675 -1996-01-27,0.02313472225847952,11.872348805619275,-3.50460173099332,1.5054681297141281,6.48676724496099,0.32023970099226284,0.0,0.00011431435933079853,0.9178059390873256,0.010961321468255073,0.00018144471122188705 -1996-01-28,0.2423037803314357,13.011624255963062,-1.9920601995480396,1.7233840625838568,6.792248298902432,0.9376732673124688,0.0,0.0012348139728693697,0.8372498997724304,0.012576069263423412,0.0003061306481455891 -1996-01-29,0.09488432737312884,12.429937851620554,-0.9294245469990102,1.417278796712425,6.473634236342524,0.602226740733146,0.0,0.000505800430523437,0.9549459494291498,0.012229811744640773,0.00027629225144316694 -1996-01-30,0.14512495481274473,11.529497779093274,-2.5960640262800387,1.244186244725509,6.292132831018871,0.7224290813883734,0.0,0.0007771193484888417,0.9343440232439612,0.012575082541937049,0.00029818117099759256 -1996-01-31,1.3434152824723709,10.306160031803604,-2.907352555023289,0.9782216818831352,5.874210758617438,7.893708564728961,0.0,0.011713542242434594,0.9640423964143844,0.02688031927166984,0.001977661776149037 -1996-02-01,0.012418566469189523,9.690473503905565,-2.4268598250056477,0.9297899184742088,5.605926693600149,2.0605504729816357,0.0,0.0001380191732408935,2.0764128427350945,0.024333471290876416,0.0013083803242264927 -1996-02-02,0.06653936789927177,9.904862669443443,-1.8610896832464503,1.0916912319196497,5.622870829180396,1.3581082646276215,0.0,0.0006823406784221414,1.889332438682224,0.022784581965001893,0.0009555905455751768 -1996-02-03,0.0655644811675201,8.437808707420299,-3.9299035455005975,1.1575040981853066,5.296148996537383,1.0769739972894175,0.0,0.0006296949621943243,1.7685687796813905,0.02136641035262396,0.0007179248927719183 -1996-02-04,1.3381508588048652,7.265740479959095,-5.510482542108266,0.4933650256387172,5.011847992486074,11.42417237791606,0.0,0.01671177669812085,1.6687396092135662,0.03502823758582268,0.0030119502449153816 -1996-02-05,0.1014047320712035,6.3968031026463885,-5.524382524151224,0.5893959152908916,4.725249818491359,3.9251497420111585,0.0,0.0015188741168643688,2.7495332262115153,0.03321149646364677,0.002191909070109745 -1996-02-06,0.2039243853589361,8.19553052811957,-3.7466271567234655,0.8754346850345966,5.191397265414351,3.52968508595473,0.0,0.0029693829957784246,2.620964318030066,0.032908040285559874,0.001878962212153228 -1996-02-07,0.18113608329212316,8.88364554169275,-4.496057893993678,0.9962781147747779,5.484647562243991,3.0930680526627965,0.0,0.0025810928945897427,2.5745686761457884,0.032102094192205805,0.0016161256120839928 -1996-02-08,0.020553714890231584,10.266002234094227,-4.843653754156377,0.716162627620939,5.97712647627898,1.3956877254134166,0.0,0.0002754756249291057,2.497776342638289,0.029336839673032872,0.0010939670490074346 -1996-02-09,0.18916795449708146,10.180233730521953,-4.442228418259639,0.928436109675132,5.923046444791637,2.2957485715410506,0.0,0.0023807005187672647,2.261621887812652,0.02855004190622218,0.0010746179560712833 -1996-02-10,0.00023860364179877446,10.098297898849733,-4.591085045316579,0.7910496599278309,5.901227115645986,0.8414664750639622,0.0,2.806692300839404e-6,2.203266653968836,0.025669343963852558,0.0006999531427240049 -1996-02-11,0.5597381252844628,11.71660469967435,-3.322961358534265,1.290218871965542,6.387982700701084,4.882721728524605,0.0,0.0067602254684643315,1.9819119305701662,0.029608501860450772,0.0014849807932157163 -1996-02-12,0.0591075217330822,12.089530867042155,-3.1277222932024937,1.325984064926383,6.506047772370744,1.8325233954835967,0.0,0.0007241849324529648,2.2647531574015765,0.027071403115898632,0.001076920556498526 -1996-02-13,0.00041323560906333213,11.807650503151002,-3.716869025385531,1.4645672386665691,6.440386715588971,0.7763059095512872,0.0,4.5565710262357516e-6,2.0661523769562065,0.024074089839172596,0.0007017184722664874 -1996-02-14,0.0,12.83623816873964,-3.091188630753644,1.4397017134132366,6.76766919686061,0.462240288613761,0.0,0.0,1.8398442348702453,0.021432939332310275,0.00045678574467728677 -1996-02-15,0.033831484472083805,14.371930076776815,-2.4833101124871346,1.5443729841180145,7.288086820901389,0.4913984852519533,0.0,0.00029653234594569783,1.62786175588565,0.01935760089603951,0.00034249748114115186 -1996-02-16,0.004057516541728562,13.931766775265105,-1.7191545542704696,1.739998955543902,7.067824916103041,0.26074458783925186,0.0,3.149870770399743e-5,1.455611023836057,0.017004149959143327,0.00022774590641363402 -1996-02-17,2.6656926140338933e-5,13.521635086173784,-2.289305647920155,1.2602416074073093,6.955232147812866,0.1515262599511837,0.0,1.822155607452139e-7,1.2841940889622092,0.014960301972444103,0.00014827962602863363 -1996-02-18,0.0199270087243952,14.86725452754081,-1.7185658753030568,1.2474089562724942,7.411890037274833,0.1758744214988073,0.0,0.00012110822233176582,1.1323596354559944,0.013423359037723882,0.00011496358336098642 -1996-02-19,1.6650466879477932,12.774851754764853,1.9056925950143506,1.1826496778522424,6.185901083508245,10.756154238594325,0.0,0.016340181787122043,1.0071296761385111,0.031129044954577016,0.0025628699569698217 -1996-02-20,4.570997641369641,8.565004034321197,1.2047524631610638,1.0746963502279785,4.591158446519169,77.85332571632205,0.0,0.11517238676573438,2.3901712183346624,0.08109290287964623,0.01920500519196937 -1996-02-21,2.429289534709293,5.53837389178062,-0.3762589953582173,1.0866154163877084,3.6959973524851404,85.03566778862711,0.0,0.10069751875394539,6.409606373124462,0.10296715133092063,0.02783424056032825 -1996-02-22,3.964813094692824,5.952357813885689,-1.0078990732294308,1.0451192798741762,3.986152035103506,170.226780262246,0.0,0.22310994925218042,8.271928360757533,0.1425497508262324,0.052090568130001236 -1996-02-23,3.0565838721835696,6.904377942600927,-1.0899404429456727,1.116966901361151,4.361622467789155,190.09587257935735,0.0,0.21854139965300767,11.381814653143635,0.16819756465464075,0.06718466816367331 -1996-02-24,0.4654926427742732,9.280193970254698,-0.7405063145561277,1.2579198437160184,5.202079712125488,80.32364121747707,0.0,0.03503180185742766,13.327440323914693,0.16067832802732662,0.0490681706460938 -1996-02-25,0.0677643152183633,11.305642343802367,-0.1985706125923602,1.6635640217865753,5.8952233132714,38.09293886023238,0.0,0.004708348750795691,12.530472939557468,0.1467609320713525,0.03265798853943685 -1996-02-26,0.06416323432197242,13.224690144437359,0.16753099055104986,1.3574123155652351,6.584586253407348,24.36986178610149,0.0,0.004002144291103529,11.29676766519471,0.13234715097774727,0.021868201204949752 -1996-02-27,0.20235542753724248,13.159348751926085,0.5098851915671484,1.5495511467457614,6.514396491979778,21.863895600662318,0.0,0.011269121574770807,10.05526297837215,0.11949430762727052,0.015951061415316405 -1996-02-28,0.057120181393494875,12.733668385602716,-1.0841134649155373,1.4759892152281051,6.526225184573093,12.917019539711259,0.0,0.0028472311656312713,9.094863554886983,0.10661441249879695,0.010816924288056856 -1996-02-29,0.015322642807293188,13.083281138191744,-3.1135194780131346,1.0048019697290227,6.811095763731312,7.700896699573516,0.0,0.00067773326285199,8.115833208931347,0.0947224589826022,0.007144504217377412 -1996-03-01,0.08655465611561983,12.268017426807205,-3.471206885077528,0.7410250569125301,6.53803380087621,6.9209092856050605,0.0,0.0033904175427259264,7.173151434261488,0.0845706594376069,0.005166977610688681 -1996-03-02,0.10571763376493637,11.387704798364847,-2.2998548963016625,0.694178675137657,6.133834572801738,5.992299028203356,0.0,0.003717013662497326,6.440474037786872,0.07625869967407302,0.00392942981746245 -1996-03-03,0.012176197002302243,13.505999829923706,-1.6414830109843692,0.8403443751604811,6.850031335317601,3.0407603952422138,0.0,0.0003855651216464768,5.854353055802525,0.06834109278574714,0.0026165821136175946 -1996-03-04,0.2265086401852661,14.58671999132334,0.028348381043325373,0.9482277343697666,7.100930756222612,5.963606076806217,0.0,0.006460497850658636,5.175499298701712,0.06292973406794326,0.0026869782140757446 -1996-03-05,0.7129213348886652,14.82694077960366,0.7831099998419768,1.1484160409154889,7.108735216660243,14.92729152830419,0.0,0.019595208055388946,4.743213824681547,0.06356027953214237,0.004732756432105727 -1996-03-06,0.7682211732761559,13.80925341457224,-0.3547438738219129,1.127595653142533,6.83492485680556,18.244597880830284,0.0,0.021428420768122125,4.789918725928089,0.06474856566786436,0.00634359561768372 -1996-03-07,0.092078345850911,14.810433335353498,-1.0784365988889228,1.2680330545451703,7.276168460647858,7.066194269687553,0.0,0.002455998055343231,4.905392074438623,0.05821714594259371,0.004503344584036709 -1996-03-08,0.12033120235582508,14.976917294523153,-0.07152511584023996,1.5335212373531282,7.245609220944959,5.049851106372426,0.0,0.002869126998529828,4.373634484487044,0.05235165678815205,0.0033683326376066297 -1996-03-09,0.2692758569431963,14.700666524364765,0.012471395257937744,1.5335687547936043,7.127202501299344,6.222647162187288,0.0,0.00588763457662983,3.9360369851725494,0.048989046632422456,0.0030891055766467898 -1996-03-10,0.2065724633505442,16.311461010881374,1.7578104360074958,1.5320165382650666,7.563548090274438,5.114757147915373,0.0,0.004207386454655959,3.6921085104370426,0.04541699302773572,0.0026514992850770187 -1996-03-11,0.30983392345309113,15.863995778237816,2.1088073760796826,1.7561203774490168,7.335848825058633,5.849073075146515,0.0,0.005896338179743665,3.39419257444139,0.04314940021008949,0.0026238060074683387 -1996-03-12,0.19473985882198575,15.876776748261038,2.818953712744212,1.884263980482665,7.239875714698108,4.345047173449849,0.0,0.003481816241878377,3.2393585130262554,0.040004920345987696,0.0022381323510153165 -1996-03-13,1.1196411424240924,15.679781109516744,3.2542927790846257,2.364168512814565,7.089418030396867,15.686040914736886,0.0,0.021430385125980722,3.009203321060027,0.04809824180830247,0.004720011690728731 -1996-03-14,0.3394486854754293,15.43719579854072,3.860755286446065,1.948339830542675,6.884684960026465,8.851762201181442,0.0,0.006917601433268583,3.627734811224538,0.046215001027469886,0.00412581278074171 -1996-03-15,0.1711640937956653,17.32133143521716,4.506453124648894,2.363790107655483,7.573086796670354,5.333818614414617,0.0,0.003290997955502223,3.4997685686061457,0.04276387943884992,0.0031868132630748784 -1996-03-16,0.12200856450463132,17.978847192812946,4.983601429052606,2.36741568679842,7.772435160948285,3.6929740651738574,0.0,0.0021284740213009523,3.195581514173231,0.03864767763385785,0.002398557267323758 -1996-03-17,0.42545293496523134,18.750775367799513,4.785158049555677,2.139863287379911,8.13163779744295,6.29967791252206,0.0,0.0070383032456757255,2.877077978881246,0.038472248562141306,0.002633033693506902 -1996-03-18,0.27843777903336986,19.081304714358406,4.929602678947215,1.878778991531921,8.246627611287868,5.0368005207260556,0.0,0.004445428748063085,2.843794772835512,0.03637189474917123,0.0023908633802562666 -1996-03-19,0.1234031979053303,19.12968215003455,5.5194051822395345,2.237706894900556,8.169191943337228,3.029479091448004,0.0,0.0018111284843514153,2.682605263573744,0.03268809825363924,0.0018321107571674451 -1996-03-20,0.3685053250962626,18.49167030870379,4.253531824232756,1.891607946131565,8.086765195752777,4.66426739506642,0.0,0.005119973733901995,2.4149081051846966,0.032424881442290526,0.001972209631096175 -1996-03-21,0.23101882058857226,17.784674029583524,3.7247265557761073,1.934606519514789,7.861214340304478,3.61851413429304,0.0,0.0031048228678031142,2.3993933231650737,0.030642520071825604,0.001756570924572282 -1996-03-22,0.3313594539833077,18.355128526709755,3.768763228789816,1.8469257447856973,8.088457288071739,4.172898944014297,0.0,0.0043258172043180165,2.2777420925381673,0.030394266046318584,0.0018021146868961728 -1996-03-23,2.225522422059819,16.963146600000695,3.06569123695238,1.435068258488612,7.604136024502244,27.642311420823525,0.0,0.04011141374663696,2.2492049442184574,0.05212754338240739,0.007280647262998712 -1996-03-24,3.7407717513423187,15.823112956169382,3.5719106091847257,1.5322611822592942,7.054075474719895,83.19681823479935,0.0,0.11651018398555024,3.8917703783103956,0.08891394679815702,0.022479755872401908 -1996-03-25,1.345946375896899,14.791530356354674,1.9919349389040832,1.2180531950154887,6.863794857923326,56.79307001031415,0.0,0.053916936329327925,6.702519565327032,0.09375917752547336,0.022842914585203992 -1996-03-26,5.4237889256544145,13.93071960004726,2.4615150651997846,0.8740212340311699,6.444975125665295,208.9599649672393,0.0,0.2915101229130075,7.093097452443454,0.1458132494515833,0.05925638641514655 -1996-03-27,12.176111091023571,10.826380214184406,0.8543011225040139,0.8777606357233847,5.4618089476579135,827.2441509227697,0.0,1.1809935169397665,11.104094180255164,0.27119862527831673,0.2183968320530153 -1996-03-28,0.9186680604275896,12.084723581667127,0.14348625842099064,1.137672145949015,6.042438568693718,285.5170507966088,0.0,0.112562112949669,20.97253390738833,0.2550176774723756,0.15930531757070138 -1996-03-29,0.02010037769366847,13.71302949402212,3.3190761121866905,1.4821567759039258,6.199946088017427,117.05433943606069,0.0,0.0022257735009451156,19.504213258837087,0.22744503134868588,0.10403918128504872 -1996-03-30,0.07323563547301706,16.423564048017322,5.026777170924358,1.931493368546771,7.0329812194976205,73.38666182866109,0.0,0.007170494223077278,17.357670157206794,0.20305824769349018,0.06881643084885859 -1996-03-31,0.006101593113142206,17.507663912197376,5.175707635289238,1.7610984491053334,7.46953938142775,45.61404352783532,0.0,0.0005198269555769797,15.253247356845193,0.17776108112656333,0.04487541344364849 -1996-04-01,0.026496689556059258,16.453249142439375,4.330085881947254,1.6194193136993982,7.160364099519523,30.550238383364448,0.0,0.001948113886192579,13.248725438549755,0.15464734736889346,0.029508414125672434 -1996-04-02,0.1301187316300951,16.507682220028958,2.115355257988877,1.4959402259619738,7.498407418651603,24.795623707858713,0.0,0.008372644136795476,11.60770237349639,0.136737666630474,0.02048344945765699 -1996-04-03,0.6405095977048223,15.749996323184213,1.5898396119338063,1.3157114404958563,7.25737904134741,37.99750515177447,0.0,0.036998098796415135,10.200855855680611,0.12629456539738093,0.018967269982448274 -1996-04-04,2.271883690290713,14.741422129629795,2.9074106333355227,1.3224204028649231,6.669342766983277,100.99280739887756,0.0,0.13235611298265448,9.470624588035875,0.13679226902394503,0.03249997477020323 -1996-04-05,0.6650245492566443,16.32511352626653,2.8593147318775203,1.590797273063832,7.315167175463055,54.5541416720985,0.0,0.039117349177349214,10.37421154584656,0.12859962436878966,0.02711215036200662 -1996-04-06,0.3564413683243413,17.54436717499307,3.4326806792067,1.7065618589135951,7.729036009042062,33.030383753644735,0.0,0.01914967654692329,9.631641625794165,0.11635440261828439,0.020564556763401555 -1996-04-07,0.09237672987171056,18.022809870551328,4.099259331740005,1.8414766720564824,7.828120416774194,17.57283656311058,0.0,0.004380797074971771,8.646616236665114,0.1018033497224179,0.014053600990153821 -1996-04-08,0.04058843031942402,18.861872701091066,5.2656251767142725,1.8926109185758355,7.999632776105718,10.59300253979325,0.0,0.001670809161859875,7.5542391472076345,0.0884745978074467,0.009402639102783062 -1996-04-09,0.3213193819536159,19.103518022131922,5.285413545656652,1.8003601115621135,8.095203961208137,13.871411309533508,0.0,0.011676836018206849,6.545830866695053,0.07999764973338976,0.007898646915325833 -1996-04-10,0.0820072267658769,19.63817174741591,4.821629717316167,1.8909299606827152,8.387580600313793,7.5508511974476855,0.0,0.0026373412531099927,5.909144753576503,0.06979286316288875,0.005543222072199331 -1996-04-11,0.21819803905879906,19.009538120894245,4.386583958035699,1.6864820325604424,8.180279775758754,7.838618131627523,0.0,0.006160600421656864,5.127150321630657,0.06226968835369972,0.004546419461141144 -1996-04-12,1.8202808963445107,19.23468827731315,4.580164655627363,1.5453986343910406,8.242455776878433,38.66489901285634,0.0,0.054087558908000544,4.594693410027577,0.07473010623450888,0.011195135256462404 -1996-04-13,0.2921953884772656,19.831566447233087,5.437375398777387,1.643055407752147,8.364012727654922,16.27720475259981,0.0,0.008915554143192395,5.5048548222383955,0.0675317089989348,0.008645031706688415 -1996-04-14,4.310283110841892,18.65729340282317,5.407494347923014,1.725095189921462,7.861376872115163,115.23982367727098,0.0,0.1666294755060198,4.963786093301733,0.10803662551904869,0.03099930855593751 -1996-04-15,0.4176396534989131,19.593601335174966,5.307558279585011,1.282196990109015,8.272698607929792,42.111512119329895,0.0,0.018694756703190762,8.009667253779511,0.09817241821626065,0.02302564578456276 -1996-04-16,1.3771156961681477,21.517765258056507,6.377307647032874,1.5585757839091798,8.932846414055305,55.53982349003354,0.0,0.059268808790297056,7.221137258715493,0.10016382390049197,0.02401316490557239 -1996-04-17,1.1343472580758278,21.72383801055871,8.071188342273024,1.6610727532033196,8.731474216605715,50.78874039790949,0.0,0.04835471750765885,7.26920339723674,0.09789567396938521,0.02299416181037247 -1996-04-18,3.0236145236567884,21.569064237180424,8.591377555190446,1.4944165594980028,8.555651630000769,111.22854592001461,0.0,0.1426435736756133,7.134403320226444,0.11833402853249093,0.03668770995147115 -1996-04-19,1.8449223103995416,20.961730256239367,7.6678134735149746,0.9224027697149316,8.452939449748108,95.51069742737016,0.0,0.09662635095128858,8.64777904001839,0.12223286472477814,0.038594764231097284 -1996-04-20,1.647575154462715,18.396978406117,8.115036227798889,1.0989734743528412,7.184851457043013,88.98876108395925,0.0,0.08818575551199781,8.949975519122113,0.12345428833221105,0.038550961588638015 -1996-04-21,12.363605096130724,14.739656342674188,6.015999701872917,0.4091401535034744,6.001379029266357,730.5335684499872,0.0,1.0713293067674527,9.271863634821798,0.2520385584540012,0.18822057759864963 -1996-04-22,7.333739265127945,14.394205519255712,7.25923903403483,0.9420823869692544,5.51090719727884,818.3813621580307,0.0,0.9694509065055881,19.29432552340418,0.3101989213721053,0.2701359716790957 -1996-04-23,2.5172780878846432,16.84220125428297,8.1226605390772,1.005723951983325,6.441039074262462,477.3481064248584,0.0,0.36808355837824047,23.931732628208575,0.30811306268958655,0.23189198056398155 -1996-04-24,1.5284828308282683,17.78362198234025,8.17230412895741,1.2293167800741103,6.86932937660346,315.9396445423844,0.0,0.21276669120635594,23.326123295463237,0.2895393290024045,0.18334765232213668 -1996-04-25,0.7674766475013993,18.501866956698446,8.338797943077575,1.5117224886188552,7.161423217431305,197.2386399556472,0.0,0.09736320588148117,21.745254942915537,0.262258076655071,0.13417569074564883 -1996-04-26,8.052415444685646,17.061254553844194,7.822690385783428,1.4801361055395572,6.610433800301688,811.659473089333,0.0,1.0984938837545464,19.60171065722604,0.3221518407900068,0.25460399006101286 -1996-04-27,1.2525439975046562,15.196384060301476,6.4173224111771265,0.8882381401779142,6.092308432574225,348.14508703515514,0.0,0.1809308005617576,24.28889337301782,0.29754044785265094,0.19328461838405397 -1996-04-28,0.6131035460767164,17.329827225580388,7.256967020942056,1.1126885550128611,6.861316877436336,194.2638862568613,0.0,0.08113473991828124,22.696852204011247,0.27154519820842693,0.1381731649316106 -1996-04-29,0.0,18.70142165009721,7.232842293433998,1.2761903214757,7.481278708149701,95.77802267401981,0.0,0.0,20.412998827185707,0.23779761197254148,0.08994423623172672 -1996-04-30,0.11991895143338745,20.67710126277822,8.300538619039742,1.437615461941663,8.151967784319593,66.81384460267539,0.0,0.011987210715890553,17.67585618155204,0.2073087284063543,0.060374700324031874 -1996-05-01,3.6141839393309683,20.50753992837837,10.485089142987164,1.5117282097615798,7.560870600371181,266.0396678216027,0.0,0.3459851187686249,15.218842877229635,0.21939200805854256,0.09198243780497507 -1996-05-02,1.1216670891413174,19.25576648650753,10.034385359731779,1.124696727139862,7.063437279175515,149.37621098398853,0.0,0.10620349417481423,16.293926112434395,0.20287986637732522,0.07604729474861818 -1996-05-03,2.497339784507559,19.902265126823085,10.145955257319311,1.6028187849810906,7.346626990087834,208.04482184781034,0.0,0.23088982066257513,15.230596226268874,0.2065184485755375,0.0846596007458259 -1996-05-04,3.960885500142096,21.152645404281113,10.299269989930618,2.026321288024949,7.91044850802598,322.4820042160625,0.0,0.3879135953066406,15.413005927678297,0.22569271448815081,0.1141749965435735 -1996-05-05,1.7156179513064087,21.95400384310481,10.985565865020638,2.239744920220455,8.124730093624173,208.308197622766,0.0,0.16902622500537223,16.63753512608854,0.21380180398377657,0.10005929627440374 -1996-05-06,1.5566903479149543,21.095684693662538,10.990378380159841,2.058464195299949,7.697670257380296,170.74601565693843,0.0,0.14390078265672646,15.699801652780547,0.20102644513571463,0.08704491906611958 -1996-05-07,3.681270084615226,20.22413131481668,10.734855701357572,1.4427381185802646,7.331640993120565,291.9913791956679,0.0,0.3461302918895739,14.89969549241888,0.21645566532234384,0.10936560145807268 -1996-05-08,6.391779947349397,18.836955891023152,10.787040341724527,1.2946502769974149,6.614183600381885,550.4746829863685,0.0,0.7018837552439425,16.15310947194268,0.26263269358311125,0.17806403689718533 -1996-05-09,1.3010446049401745,19.029593475827056,9.560526954367623,1.511132014474729,7.0565562306196865,257.4659060106388,0.0,0.15193443889829528,19.85009719683024,0.24639647773139242,0.13904558183119722 -1996-05-10,0.2342034762732769,19.850712692666548,8.91901598368332,1.1177612840036026,7.599710249188958,118.64601196581893,0.0,0.024611622100196545,18.468122311975684,0.21786942959381095,0.09425962167733534 -1996-05-11,1.788378111706731,19.404707818858228,8.781231767191537,1.1487459983828527,7.420499186482718,175.7496736348569,0.0,0.1715651637172384,16.16903976827591,0.2091917569390081,0.08748191418524222 -1996-05-12,4.4085954713320845,16.93241979273996,8.421213246038443,1.488935976416164,6.344188355887306,356.0247555123297,0.0,0.44234216755271305,15.587440280913494,0.23294027453080116,0.12429974413132278 -1996-05-13,7.334158575251325,17.396707756089857,6.997612048863572,1.515561226387086,6.8991841212893705,693.676103233913,0.0,0.8975520797230407,17.7222787044197,0.29189052525248194,0.21757885484568878 -1996-05-14,6.919697070913231,18.117377117713442,7.030216249709553,1.3610154016253633,7.21009297298107,862.2354614980569,0.0,1.020299700788109,21.90609312770189,0.3358009340265665,0.296989310436978 -1996-05-15,3.3137003942579355,19.17904912462154,9.010418362670816,1.1585016781670714,7.247639296361124,593.4936087368478,0.0,0.5156385830770773,24.98714327440374,0.32968566246392117,0.27183967430118366 -1996-05-16,0.5894509841746395,20.793463410190547,9.79218657890944,1.1710057666149605,7.818428601417099,267.06974385811577,0.0,0.08476791646100035,24.5203176981242,0.2925117999752899,0.18986201904688968 -1996-05-17,1.1285273874175217,20.63278142292997,10.674006518553943,1.0744822032289576,7.516713589481377,224.52178742121532,0.0,0.14297166219115942,21.536779188591716,0.2640354719083482,0.14536079854643494 -1996-05-18,0.8944005103849642,21.063232750670124,10.444928319650439,1.1697634882803507,7.7818283916691,170.02491136835707,0.0,0.10189589756141482,19.589114981932237,0.238619083365084,0.11013820358865732 -1996-05-19,0.10312315249813744,21.641993136887503,10.300341873561916,0.9849230731967188,8.091330380805513,84.98938631536342,0.0,0.010272779241424473,17.626984830316022,0.20654375057884508,0.07325897643797002 -1996-05-20,2.174100765454292,21.440561851305894,10.782903444216194,1.167838523662004,7.873118090155874,178.31110976748496,0.0,0.19828129211855927,15.182132467028294,0.20218836293794276,0.07787940638613158 -1996-05-21,0.8435325244505658,21.49644380174665,10.526556027595037,1.4174572446185096,7.960948463772658,109.53580245045165,0.0,0.07234857978139209,14.931474111208683,0.18376814394438207,0.06171197328881133 -1996-05-22,0.5729337263279533,23.233520495668945,11.262027343302345,1.3721783016495324,8.61728673667777,74.04538278965533,0.0,0.044064424173052785,13.557262317167217,0.16460721446630575,0.04688105368398496 -1996-05-23,3.147557348097936,23.41546973867509,12.097903161556154,1.664131307897594,8.497158621453504,188.28949258677142,0.0,0.2370216520969608,11.991244939228316,0.17635679414512323,0.06660741054634566 -1996-05-24,3.4139733431669264,22.816001394752394,11.856234558597519,1.3107385276159915,8.259878672619234,238.49698567353266,0.0,0.2773352076970692,12.872396617412143,0.1897251803673855,0.08558667610958376 -1996-05-25,6.297289858814534,22.399073669323773,12.430839419172521,0.6148423397114342,7.8922751526370485,467.646598096606,0.0,0.6043188285252485,13.90781437065409,0.23537578070229837,0.1477293727037642 -1996-05-26,18.859934669625325,21.190276809660823,12.362932880946849,0.661512603037595,7.289763734941878,2071.242651978885,0.0,2.9677872326338743,17.350340473984264,0.4218251826160604,0.5480543270750489 -1996-05-27,9.258946570365321,19.318752784716086,11.832487182225153,0.7423595380457249,6.477861319613262,1850.9520909925188,0.0,2.0195462182719552,31.18494633846809,0.4711439624336532,0.6642633544769582 -1996-05-28,4.949251422405238,18.14231211068545,11.759847519868641,0.8558363022005487,5.8674126219797325,1314.1339445919468,0.0,1.1498345404646475,35.341481305124674,0.46935975004665453,0.6074835184597797 -1996-05-29,2.989339687316676,19.874485019981147,11.643156014026214,1.3015138316141706,6.825415936014151,916.537227466427,0.0,0.6804391111011339,35.68006253930159,0.45047234773016753,0.4990501254548014 -1996-05-30,5.146339656468348,21.276006214669028,11.775882521815165,1.6035821441657228,7.497885558529212,1110.8588640269975,0.0,1.1339504941555054,33.57987776816782,0.45113420630992757,0.49751889068555455 -1996-05-31,5.64283172823267,21.401015848998078,12.04298186068539,1.1877027866342036,7.48182881283142,1200.2332799589315,0.0,1.2356461330431845,33.1379220497285,0.451769517892325,0.5120067921698093 -1996-06-01,4.5333916525427975,20.766067653005887,12.130960637167142,1.3553150449830844,7.127982200041726,1048.1522770291067,0.0,0.9764971492535581,33.19484910974251,0.4395084540566473,0.48197847396401955 -1996-06-02,2.4385540103486814,21.630126912129775,12.339210480474696,1.515724908924675,7.507292211563766,700.6012901946402,0.0,0.49651400856588124,32.57044657889094,0.4078311476008758,0.3893469262735667 -1996-06-03,2.057470846418521,20.325441689533704,11.591973583768876,1.260725047160094,7.061943276105153,535.4876221139917,0.0,0.38039912493658035,30.03477244358174,0.3738529003901389,0.31136793603414825 -1996-06-04,2.1919057087440432,21.28687908252705,11.845227964661202,1.644316960012426,7.472764379557074,471.6945715216009,0.0,0.3741585662262441,27.850466442804912,0.3499732898683388,0.2596570611465913 -1996-06-05,5.511336093780774,20.653590517921568,11.673036493094516,1.3869522721762713,7.200715438860758,799.9614280744976,0.0,0.9297658222050815,25.878723878265877,0.36567294027796043,0.31059512460911665 -1996-06-06,4.934827617033147,20.81076517883361,12.06373971091644,1.5970460151546424,7.161983296069981,823.2471064782541,0.0,0.8654294840295087,27.17301529838405,0.3740346254616591,0.33395725191850695 -1996-06-07,1.9317278735100376,19.956884592735086,11.379994818875355,1.2878742051796923,6.931042798697003,485.79444761756304,0.0,0.32748850023766307,27.804638393729235,0.3464085285535301,0.26725543709468325 -1996-06-08,3.322014296628029,19.440949679642546,10.929847885330636,0.9314194256260784,6.8031598921759855,547.9745860305939,0.0,0.5370984786598951,25.914052208550714,0.3405803751452233,0.2557519063728409 -1996-06-09,2.904209663419775,19.37324530110344,10.726917436377397,1.0562002752148976,6.827316998872208,499.032714091024,0.0,0.4587313934054693,25.55363362548966,0.33151460171442426,0.23633110210681843 -1996-06-10,6.263832856196089,19.57410370059616,10.61153725187776,0.4951551882369416,6.958581184603394,856.3318692780203,0.0,1.0307966684573842,24.87169943890578,0.3627078652161924,0.31079446044570824 -1996-06-11,7.600141823769956,18.76978514140029,10.081256674423292,0.2218810458559227,6.7109807514993856,1177.335206587864,0.0,1.3976545660088462,27.095248584869708,0.4041778013841687,0.41512614137071124 -1996-06-12,9.411087598380293,19.653749617848856,10.320804484918314,0.1932179572670441,7.075239207081591,1661.1385356805981,0.0,1.9978343956732463,30.285023976453118,0.46243281631503275,0.574427407472879 -1996-06-13,8.849622268361735,19.435459229281875,10.995625474342027,0.3904516940918335,6.773751440664749,1877.1852168080416,0.0,2.1137667135656457,34.25793053662349,0.5021737963044297,0.6957774525911065 -1996-06-14,2.3356374168132756,21.284696976986538,11.734128883254359,1.042984761043526,7.486747799659738,947.0509405790199,0.0,0.5544128710055656,37.3481074575236,0.4622887526293905,0.5373359699431408 -1996-06-15,2.4987608892791533,20.65503877844165,12.408845626826114,0.986085018182237,6.960106467604957,740.3778341904658,0.0,0.5333003007226855,33.93955689506531,0.4244817249425335,0.43098331077144175 -1996-06-16,1.5838239130763871,22.966381229799968,13.171872100408835,1.0701697688899463,7.923779230024872,515.2638077736923,0.0,0.307166958180368,31.600385315157283,0.38657356405477594,0.3273205861986748 -1996-06-17,13.107851761914288,22.93997535258054,14.3025380184464,1.2253460880968514,7.554419816404626,2042.2529465834334,0.0,2.7688843819399818,28.251116148696983,0.4818039664850297,0.6346738689010345 -1996-06-18,4.913077856144861,22.88714452154291,14.359481243128249,1.1021001294481163,7.5056060374160465,1318.8260456090673,0.0,1.138225419081623,35.270047927352365,0.468106202023688,0.5864544938257655 -1996-06-19,2.2158838215835464,23.082760646213075,14.274954020960758,1.1479380762462386,7.638499344908179,771.8345323302001,0.0,0.476953070592796,34.33833467342063,0.4258318897298893,0.45437746305420756 -1996-06-20,4.565181797282797,23.387098695970877,14.684971559311027,1.1888358214150414,7.6659193398575,931.0563390395495,0.0,0.9211080844938913,31.23576848611581,0.4170568252030606,0.43603068592644223 -1996-06-21,10.596360705019595,22.23355160258416,14.56513059421643,1.5468109422042124,7.071020781649128,1853.8991486285656,0.0,2.317830596380322,30.591136838531977,0.47980645283424034,0.6367594322657918 -1996-06-22,7.961592284111098,21.572977745117765,14.08617771792892,1.5988130817727921,6.876084341526781,1826.1241525133973,0.0,1.9485681056740694,35.50651932938164,0.5063740622410821,0.7111987426269881 -1996-06-23,2.1564526824643595,20.744460181826934,13.463594811149006,1.376800727640655,6.642131906063662,922.310141911733,0.0,0.5138702286263497,37.5638685929883,0.4627148429316297,0.5412012887248797 -1996-06-24,1.9924778766030264,21.65108491084746,13.526045126488745,1.3380427615898232,7.113418102765175,673.0790137146452,0.0,0.4310310423534254,34.60362896121209,0.42631986055545273,0.4179274462373284 -1996-06-25,9.70601101808312,22.03185097134029,13.983402475705766,1.1616483120629841,7.1630928184606235,1713.3631636883542,0.0,2.1636499676454424,31.62891295414008,0.4815238708861663,0.6014987956744248 -1996-06-26,5.7798431077655925,20.752962910853594,14.134863175653038,1.1265600170928634,6.392786503939437,1413.8552150997007,0.0,1.369614358210085,35.55706348175535,0.48154696703499045,0.6000914646308263 -1996-06-27,7.299679142485522,21.23524009264613,13.958194288231836,1.2991230353667629,6.732162497799083,1658.4149931897289,0.0,1.8040884090785516,36.16515455342043,0.5063358767211111,0.6653304509133302 -1996-06-28,3.057901335190721,20.959765826730088,13.776142722343307,1.1249586708633408,6.645255904565363,1028.9054360294972,0.0,0.7415328126103877,37.68125851405353,0.4745836223248117,0.546008178256666 -1996-06-29,5.0922516799803415,21.5789601145824,14.08515468137198,1.3055049593815777,6.8765070167447755,1184.4475294032213,0.0,1.190206979456475,35.46202625344249,0.4724298732136967,0.5366522569845279 -1996-06-30,8.572935936503974,21.13369733471496,14.528807653894908,1.823826830860028,6.455453791585959,1790.0553990280598,0.0,2.0938659451754518,35.12789539632322,0.5090850893657666,0.6681574190775854 -1996-07-01,3.7213838509369737,21.79846620978391,14.817499340914722,1.841646093698228,6.72535494753327,1165.2602534586943,0.0,0.9235395695986028,38.111245274385034,0.4873217988572249,0.5755616191667879 -1996-07-02,2.629142312359809,22.164819193285666,14.485106557066384,1.3872286043544688,7.057153347926153,834.5982164768512,0.0,0.607176582469938,36.31943415021825,0.453724538512988,0.4671151670668154 -1996-07-03,5.967531387027142,21.986302221146246,14.722081581501756,1.1664470356128775,6.869141647899291,1216.4095737446846,0.0,1.3354175964756028,33.645262127304385,0.4614622173359575,0.5074070762814785 -1996-07-04,14.204815137146316,20.365625041180135,14.219918914909485,0.8781990610509546,6.132770075423602,2823.3259622225196,0.0,3.693137226589549,34.34249074350391,0.5655432356535705,0.8926328592894684 -1996-07-05,3.401247925039337,20.364465516082827,14.330666270507267,1.310600666152207,6.086277955802889,1424.2193418069103,0.0,0.9533625992803336,42.46877206952833,0.5343546682280759,0.7262255772380285 -1996-07-06,3.9697200910786403,21.72442066384137,14.608923076735852,1.1239458982199324,6.763572482492201,1233.1483159816282,0.0,1.0534772730366324,40.26088539466213,0.5152565994664701,0.6331461958192475 -1996-07-07,8.134080650804679,21.866480511837683,14.317580126978955,0.6749074316400141,6.9523152368261085,1894.4923593954275,0.0,2.1674423396317852,38.29380378288862,0.5408534111394703,0.7421735310299351 -1996-07-08,3.824382449123795,22.220639691383347,14.439862907768877,0.7622716733565379,7.105465436661948,1269.4973860044176,0.0,1.0036132756081875,39.94820403357765,0.509920988266819,0.6359350339441099 -1996-07-09,4.800250403541301,22.365025541098014,13.314647678657716,0.9176157890054092,7.5596863452031515,1261.7469189820808,0.0,1.193333498106976,37.62448976888106,0.49421949155857875,0.5956664721268414 -1996-07-10,11.648093690278888,21.244485782652273,12.812462295809949,0.5721745976962275,7.13122048608541,2468.67417813294,0.0,3.071664727696106,36.141059558268594,0.5567112709358423,0.8554572089415219 -1996-07-11,2.4227495207642917,20.405819945907968,12.98156329307294,0.5938621528816015,6.627696606924073,1158.9902494958574,0.0,0.64034114821429,40.89927558020417,0.5046722533048367,0.6543638359858539 -1996-07-12,13.312977648830845,19.56269822410748,13.610550692584086,1.1450927282180772,5.91643259624869,2930.4265998698797,0.0,3.7553800257541567,37.64881371460538,0.5936703563578652,0.9977721885631681 -1996-07-13,8.768869164539321,20.043581886035764,13.750830941165106,1.2732718208875269,6.138885265568279,2707.605237867619,0.0,2.8113451534896647,44.700414768808265,0.6228809466396665,1.0775716305483583 -1996-07-14,10.987345073913211,20.76506661379477,14.221078159463493,1.3725039859686778,6.368406594312774,3367.2735226652735,0.0,3.805141013126317,46.54171910978235,0.6701746371375233,1.2808374174940373 -1996-07-15,2.8971809213621382,21.421311306603847,14.33868965139345,1.3204366084634098,6.6987126880500325,1705.4345480589568,0.0,0.9755695038367476,49.565959064548785,0.6111600510462947,0.9823098282920628 -1996-07-16,3.5453828978908652,20.941417688379506,14.256150171699678,1.0623333220332258,6.457593929718226,1413.7162503762734,0.0,1.0712384886818191,45.12540402286519,0.5669817061453214,0.8025494147606682 -1996-07-17,6.200949844984912,20.94332867737955,14.277748481671985,1.0327512852052758,6.451075129144718,1764.217847865102,0.0,1.7973910544017784,42.26017717715024,0.5645393103150694,0.7961012897359144 -1996-07-18,8.350699114701866,19.97505910992189,14.340292250311524,1.041194971808807,5.85629266389593,2249.4159382470034,0.0,2.482652875819552,42.092657472258075,0.587630942313252,0.8962450989602199 -1996-07-19,11.736223354692404,20.89325998905245,14.716211700755446,1.2079398705656172,6.246061002358375,3268.782797175167,0.0,3.8775194643681115,44.32792326188571,0.653109339571679,1.1738230562118153 -1996-07-20,7.350105708080835,21.576219895580753,15.264962527799009,1.0576913651833366,6.423787643227855,2668.9495679293814,0.0,2.553836200412401,48.533838674099115,0.6510101055799086,1.1529629287599976 -1996-07-21,9.95497349813776,21.01231279023336,15.161947314855206,0.8128992437655065,6.128887901069636,3233.4631571800187,0.0,3.5464251852751882,48.18541814827709,0.6772961880668398,1.2905203024886953 -1996-07-22,13.248265025217677,20.68607789401981,14.790676166004939,0.7264897060462406,6.093734036278203,4452.885928367278,0.0,5.196353737427124,50.34060038543903,0.7407672175319595,1.631289683735659 -1996-07-23,11.442891794941357,22.14580733540279,14.893128695866745,1.0576914560019164,6.908752385281506,4565.083433488961,0.0,4.875791575463605,54.66703156435676,0.7701358352890386,1.8043042100036562 -1996-07-24,9.289221743669119,23.237339131170987,15.019563023598465,1.2039451195026745,7.478850668295106,4044.4815321178307,0.0,3.9231986989092125,55.41916074191008,0.7538088332804751,1.7718821969924088 -1996-07-25,14.794241663704428,22.243774177899805,14.669867416411927,1.5811389363617625,7.050760054362437,5593.581075271474,0.0,6.4128897394521776,53.61577663923304,0.7969303836813663,2.1298692310120653 -1996-07-26,18.13838996225277,21.69105860237536,14.618901275079311,1.5474276150683033,6.757946966152174,7585.547092997251,0.0,8.891040957167387,56.85174469116848,0.8735842828900718,2.7402370969224936 -1996-07-27,4.561037530665646,21.253592517462586,14.880355510238648,1.0238732914556137,6.401061024161638,3709.4933656280796,0.0,2.112702394707699,61.665461898386546,0.771493867552468,2.105455709098299 -1996-07-28,11.67667938827971,21.67876367868436,14.726889618231375,0.6792901185318958,6.712217641855417,4920.470970017396,0.0,5.182776702460361,56.227421725125346,0.7910367910473215,2.1597070273297527 -1996-07-29,16.335506075002858,20.923146178471374,14.365617935738713,0.4918573060533973,6.419498533478645,6843.244565840109,0.0,7.844813127039291,56.99412336157901,0.8542405216634519,2.6003564570869275 -1996-07-30,6.313410906553585,20.644354159562443,13.872606578650188,0.6555756666773024,6.454104876599603,4100.989900031498,0.0,2.9534061617500953,61.177786217223236,0.7862267392005167,2.1424095550446394 -1996-07-31,9.710492039766981,20.77938166766884,13.304176372991304,0.7395236231286424,6.740888757093705,4406.265535778805,0.0,4.29191716800794,57.07689916653104,0.7780278769027483,2.0481157195910407 -1996-08-01,7.822366586705322,20.241603273398184,13.532031163722193,0.5840404605910207,6.359655974717429,3754.5413039579043,0.0,3.3016551952647513,56.14949166380907,0.7452288247407665,1.8359528502188904 -1996-08-02,0.5211939245469129,21.411622280882558,14.162948379393635,0.7993017460556471,6.783691840710009,1533.1435026116728,0.0,0.1933891691924562,54.59652872242793,0.6420841412757039,1.2245653736195414 -1996-08-03,5.211557155684195,22.53973666498727,14.000837821616994,0.8973748903405331,7.464769684272208,1934.842846908589,0.0,1.699830652059303,47.1665795396292,0.6101698202778992,1.0559588317050452 -1996-08-04,10.872847532907317,23.356612335961913,13.683493910260667,0.6721132843657072,8.002453860134027,3103.2986416704284,0.0,3.5444729493628433,44.25820774784758,0.6422394574299368,1.2270779377408183 -1996-08-05,5.319123167195434,22.499928253531237,14.126687457955587,0.945066991955232,7.4052328530806255,2107.8192913767953,0.0,1.6773703637479453,45.82845559961286,0.5958346537857189,1.0541744821605068 -1996-08-06,11.71204603093847,21.258697981362506,14.459711402643741,1.1857288717281336,6.591028825420735,3262.5097705547682,0.0,3.7698126000109617,43.34165216832578,0.6413382998193685,1.260227700762773 -1996-08-07,7.4105212779273915,21.56370956058689,14.481713877389808,1.1759950780733952,6.759804353173594,2679.8091581359104,0.0,2.4986557499125626,47.3303235834403,0.6376937703075968,1.2008062525854657 -1996-08-08,5.315838798527581,22.066968575516434,14.780967559203797,0.9363295990769576,6.935541574099619,2070.114674384557,0.0,1.7238438386892998,46.89230568405365,0.6081895261239701,1.0441491229972113 -1996-08-09,5.225359168052663,21.73934649240393,14.556519265751266,0.7245336605467708,6.836074287534239,1834.4036362264603,0.0,1.5957484096175287,44.67221959333888,0.5812730002643411,0.9226682731147354 -1996-08-10,7.166838688289032,21.960977053175817,14.273797299517186,0.6450125160921144,7.068418433668304,2101.3528857688816,0.0,2.1426389428645853,42.900793262801976,0.5832540047586436,0.926862112237991 -1996-08-11,13.72495775579108,20.38007176524008,13.533840544439617,0.5459598247993734,6.457341982484424,3659.8146792899406,0.0,4.476845411226661,42.810018638540186,0.658594187620862,1.2850095219935753 -1996-08-12,6.682469178744387,20.098752068089304,12.9890549630209,0.6010802430871309,6.504548076496334,2615.056531581012,0.0,2.3097304242602616,48.66843864974876,0.6448005907196036,1.1881713816726176 -1996-08-13,9.679579087677537,21.28239231487421,12.650253318227167,0.3144978554965832,7.258032133457298,3143.2985322020536,0.0,3.391036942559671,47.66582859885984,0.6680351633239406,1.2897791950631006 -1996-08-14,2.783925287250036,22.011776048129924,12.66592992406606,0.4741470473038933,7.63589768891095,1640.844059680095,0.0,0.9076335707236405,48.37627886966661,0.5959817310301455,0.9777862558048747 -1996-08-15,4.9124203806008655,23.01554056564792,13.032440969369311,0.8921395884876759,8.048879395644473,1640.5352037795826,0.0,1.4320305445315942,43.11931786133866,0.5595372218222048,0.8545407020950344 -1996-08-16,10.13945318852124,22.813326570097185,13.581133833621855,1.18946103915669,7.780706450969035,2563.565856702577,0.0,2.9378510318540325,40.24063388247893,0.5868938953005487,1.0035970535657472 -1996-08-17,16.222477641399323,22.269633067869616,13.863017689006275,1.4397777500413904,7.40059974930126,4364.02047718076,0.0,5.409235914248747,42.357614365624784,0.6824183994881766,1.476930590368562 -1996-08-18,19.940956617092546,21.74124292537668,13.787171520428018,1.3806665591415073,7.140890480685789,6702.289041953646,0.0,8.287078702519828,49.15778614952572,0.8049535572560519,2.2232425544899574 -1996-08-19,10.644693397407169,21.037883875471795,13.876005662548346,1.435555835793103,6.720177918464341,5071.691149462481,0.0,4.774156764692998,57.19541367635355,0.7902913038243646,2.1741623057082053 -1996-08-20,3.103354023218136,21.31837548219548,13.558416744649529,1.064130718862883,6.994386605820731,2553.569292406805,0.0,1.259372574730603,56.93669804496437,0.6994259454669866,1.6070355543621733 -1996-08-21,0.34052028519012784,22.18843865934166,13.056940782672136,1.026727589905092,7.630280253082142,1217.7478869110691,0.0,0.11442811694208349,50.76985207860173,0.5954012243879954,1.063527986447982 -1996-08-22,1.3938889159037486,24.018297673888544,12.794738537065866,0.9352200842439092,8.650218723491585,958.5274983815273,0.0,0.38641806219411445,43.085504476304926,0.5181548100893466,0.7511445918119406 -1996-08-23,9.721188893608923,22.783549032354447,13.179008536878202,1.055336435499555,7.911505816565217,2175.7468201624793,0.0,2.5463516418817687,36.894797762896445,0.543044674646127,0.8766794797192561 -1996-08-24,0.5075079910571507,21.476198439828945,12.973754249117016,1.0484908172991068,7.289664652942741,801.2283374424771,0.0,0.12411080886837778,39.23802579022844,0.46300855154983284,0.5895748414772977 -1996-08-25,3.9452737315418975,22.764285137430495,13.050268060905493,0.7887918483868305,7.947116035338524,969.5086626214421,0.0,0.8679813601010853,34.13837808324933,0.4436487521221132,0.5159484963832779 -1996-08-26,6.239442465500972,21.85120961584059,13.678670038871402,0.6627977918112912,7.263606571607885,1264.0396594918407,0.0,1.3418126848465208,32.28448258233121,0.44877763711931096,0.5401690251779155 -1996-08-27,3.456977540722177,21.444773118247237,13.875723142303656,0.6805238207396309,6.972927949863742,910.3161322141218,0.0,0.7300430849077117,33.139506881751515,0.42632425916101224,0.4627844919116239 -1996-08-28,6.616462852067982,21.360299034311467,13.314056054066336,0.8764896151420263,7.127213919600071,1268.0977041276835,0.0,1.4056473127201299,31.725292435939163,0.4466554827887913,0.5152815220856649 -1996-08-29,8.5256380581474,20.921065477658253,12.232006501191664,0.6068729659316642,7.249549725752425,1696.536594323802,0.0,1.9531728259972674,33.08559933478273,0.48474273510873045,0.6328234692553693 -1996-08-30,6.518336199218347,19.63961533650841,11.926819550758907,0.6217704729796749,6.675741024076881,1557.5164451189987,0.0,1.5702475897604922,35.71824760650989,0.49202759731236423,0.6510317282925219 -1996-08-31,9.898172058514447,20.84017947959415,12.581449943093533,1.0893543629767664,7.102222433388115,2212.493105966847,0.0,2.5847048904884105,36.6985164876613,0.5428198647301115,0.8173505595583157 -1996-09-01,11.36128530377151,21.199459674729614,12.527862792338912,0.530725558739039,7.3134110336009925,2860.0384266141755,0.0,3.322530926980889,39.95150949394345,0.5977593086559706,1.037961215547108 -1996-09-02,6.8567470998440125,19.455721611374017,12.859475000773717,0.4361850561849129,6.2516886015458315,2238.0854053575035,0.0,2.0783058378304613,43.56634760683207,0.5873949051299666,0.9921167333709885 -1996-09-03,4.818387506913717,21.03706890096503,12.629607936020415,0.9064495561784528,7.202063036059803,1718.5010397414376,0.0,1.4335845079003429,43.91335341103525,0.5676917789325373,0.8641057833374264 -1996-09-04,4.680135304827036,20.58361369242389,12.574562187914394,0.9118443049184504,6.981286384294246,1507.49971000583,0.0,1.3035613034638196,41.59859609336588,0.5391158792873052,0.7609787176966737 -1996-09-05,2.5888289961580537,21.21044093937147,12.865573513137445,1.0516928728448571,7.224972158012424,1011.9420279606435,0.0,0.6642160242034731,39.799394360912,0.49379409539013064,0.596498081242906 -1996-09-06,3.48538367002133,21.7775922052265,13.065090220936673,0.8840897534776117,7.467499164979306,967.0796402484211,0.0,0.8174125222728628,36.381205782789095,0.46441876814015565,0.51275534747524 -1996-09-07,3.2770513881626893,22.47190125004992,13.097721011563767,0.6708245839359095,7.829894313899356,849.9055855334352,0.0,0.7123452431795907,34.10533013830056,0.43547942818673924,0.44224471832007445 -1996-09-08,3.5282838305825743,21.802551281259195,12.815518828508976,0.36912891610079496,7.567986513522637,798.6270473155214,0.0,0.7126751593265128,31.789692208536177,0.4114305023434798,0.3963958473467894 -1996-09-09,3.4204347058991678,23.05405252296247,13.091638441050813,0.5168592308047862,8.145768315060257,729.6474202834213,0.0,0.6534082950935227,30.25336151928474,0.39227692100458994,0.3575261316225193 -1996-09-10,5.622169533633472,20.68793022987069,12.975462076932548,0.26095267676001843,6.922881036661247,960.0269724441837,0.0,1.0501091142483547,28.520215153912176,0.3977356592473565,0.39262733366480984 -1996-09-11,2.297920146384648,18.736152022507177,10.39456762493634,0.1876686785425697,6.732174997046834,594.7770258445431,0.0,0.4211942706668097,29.678584965829636,0.3725046290006895,0.3197149906630644 -1996-09-12,1.64686832415774,20.87698968788237,10.355822766962536,0.11206673101952204,7.810491588835969,419.8260094929549,0.0,0.27918133260998323,27.946141034923187,0.3447385176595687,0.2506289144997459 -1996-09-13,0.2919513015356455,21.882028240572357,10.05527650311715,0.19068174510345995,8.372801298733393,209.7569857429995,0.0,0.043195556902331345,25.316756811320555,0.29832410644284674,0.169724805438488 -1996-09-14,2.1918033660073233,22.33785648509716,10.641961048589767,0.19763364176698056,8.45953739179315,302.0314635444783,0.0,0.28726089821625234,21.703121522607685,0.2783596925116407,0.15422258667869426 -1996-09-15,7.553747088719175,20.89566837262748,11.812024767491767,0.7226317764573091,7.429745945181769,802.3970823417618,0.0,1.0486936862905951,20.234990418081537,0.3237199724936274,0.2600707613565749 -1996-09-16,11.643095114777978,19.796209237758767,12.03899351759896,0.5595094726979104,6.781973783332694,1576.3797226457812,0.0,2.0588623146618836,23.991991785011635,0.4151246291122356,0.4827860449064089 -1996-09-17,8.882900925436836,19.589458648502774,12.473488645865359,0.9415363568507262,6.521208049597571,1690.2561134981195,0.0,1.916245874174269,31.039149766204638,0.46506485401233516,0.6060477669692064 -1996-09-18,9.516151312843704,18.395788691566327,12.361146093048179,0.7083739940719721,5.89273734591897,2043.5526278513291,0.0,2.339643007197587,34.865803233966645,0.5170197135292945,0.7507538229993515 -1996-09-19,9.804992477157187,19.158460308104686,12.05906318628394,0.5134901551715401,6.439501431767944,2426.268187638118,0.0,2.7442281061000617,39.16772659415864,0.570499011220812,0.9065547224570393 -1996-09-20,9.305272700512502,18.023057259296923,11.561895898232796,0.5408855477402631,5.996545072756868,2613.219229980989,0.0,2.836373818388685,42.52762047429766,0.6038181025211484,1.0220043313087623 -1996-09-21,1.6308231884113216,19.238213102978264,11.811670503874971,0.3794101768193242,6.577178128514625,1158.2233533789806,0.0,0.4828857261616637,45.342719321249966,0.5472099581866349,0.7388032708656304 -1996-09-22,10.069490200760775,20.382857440728408,10.575733689415165,0.12617693515808165,7.552161503056094,2452.86246923643,0.0,2.9550577477961326,40.74037607523682,0.5919005319779455,0.9308774021884031 -1996-09-23,3.643619723719332,19.402037025141436,10.607660726343294,0.045693473217209096,7.053704938098986,1458.4112453463804,0.0,1.037937099343608,42.92530585111641,0.5424964449160112,0.7639986942093725 -1996-09-24,0.0,19.278404053824605,10.415606356844926,0.3168093823899685,7.051098588165002,570.9439200224513,0.0,0.0,39.97260187405649,0.465653741052522,0.49732724199167366 -1996-09-25,0.3640088768339114,18.214586833538704,9.833869904869069,0.5014935585274023,6.687727936949895,379.15320194329047,0.0,0.076400377871857,34.50740127245479,0.40622831215628624,0.3353697463354624 -1996-09-26,0.5346890975111153,19.17401156657773,10.238300598013769,0.4085824684094355,7.057699290302234,286.84796540282076,0.0,0.09760101234904839,30.450320814341055,0.3609543813901157,0.23317113845766216 -1996-09-27,0.8140736833693271,19.55604107184796,10.995495333949194,0.4643117170884052,7.0331059172734305,242.87622864004715,0.0,0.13022509351663303,26.91037532549916,0.3229710550310336,0.1716121463709017 -1996-09-28,0.5274669253359919,19.200652782618295,10.675194080096482,0.6672216376311267,6.951053077845197,168.36626749455272,0.0,0.07446095452336243,24.136867314080547,0.28732279037878405,0.12304922184029309 -1996-09-29,0.0041532386036382905,19.49345520263461,10.46607535482072,0.4818361289437816,7.166084423348846,85.36468080781316,0.0,0.0005118358513516528,21.544603701262627,0.2510284248119656,0.08017719467422638 -1996-09-30,0.33862162189777084,18.79627424573432,8.99190236266023,0.44723182257081934,7.225009792260466,76.313943032575,0.0,0.0363108156567144,18.769602590044848,0.22259787134188108,0.05772044350128709 -1996-10-01,4.398888495690584,18.599118250325745,8.384029084788082,0.4964334065192205,7.2854135174641526,346.2816537054635,0.0,0.46930694819169627,16.64339221961203,0.245128319798404,0.10903221170305641 -1996-10-02,0.08202219286806763,19.378173523710217,8.010694481767494,1.0159729309611192,7.739757173325099,103.90616911042139,0.0,0.008492455525314815,18.288304947748504,0.2140018701894596,0.07226794711590077 -1996-10-03,0.2047159719589297,19.862605906615368,9.18890648996595,1.4075234843535949,7.702355580419046,61.58209103836895,0.0,0.018270330791857414,15.839158986288425,0.18690027781593085,0.04982496474612268 -1996-10-04,9.29215295809398,20.3072864037758,10.572999828220755,1.541810506913082,7.568127068472479,669.6938659138993,0.0,0.9736294440887825,13.85935511407741,0.26969939006675514,0.18068317638168785 -1996-10-05,11.05098709577908,19.35678971827769,11.994713165331573,1.6435044229401592,6.6322380884915,1246.5260860534038,0.0,1.6415494665610364,19.982863538085127,0.3615233427249887,0.36756641229748166 -1996-10-06,14.579739115000171,18.910916886132398,11.608603202241161,1.705577960063852,6.527031043467522,2330.4298475193,0.0,3.04872234610888,27.19435624981968,0.48663992018839114,0.7034814741753215 -1996-10-07,9.151312687349533,18.48237400117289,10.510375992137671,1.1077397132833302,6.666212411442057,2173.91034988007,0.0,2.3444560213110766,36.428511605554434,0.5309740848339094,0.8149114395068155 -1996-10-08,11.309126722171714,17.427607357812146,9.140851140951606,0.9796083047288204,6.545307200160968,2812.871824903372,0.0,3.264107709634674,39.50172556797722,0.5919120183750468,1.027477665116173 -1996-10-09,8.898028050072227,16.803468472069678,8.484142754792495,0.8414096224099149,6.42682215585785,2699.127945106455,0.0,2.800706605617897,43.93720605283525,0.6154946955147484,1.0952886235522434 -1996-10-10,5.1132458582677405,16.210199993600796,7.737770521517617,0.8130827140324433,6.346722858467632,1938.0261874313783,0.0,1.6031551589812398,45.71465850096915,0.5921106634316912,0.9570854714286615 -1996-10-11,1.032748339634869,16.55952185452335,7.92068947859513,0.631120282234112,6.469824074306169,921.244590877155,0.0,0.293494190723782,44.151996428176226,0.5263716759276192,0.667706485154513 -1996-10-12,0.3772552785673068,17.087609374514198,7.812890972975103,0.3706746599533825,6.754563060526629,520.0509113752678,0.0,0.09237381986532511,39.34474293551818,0.46273437813102325,0.4487108183261713 -1996-10-13,0.0025956853270873944,18.208927978930227,7.6374640576289545,0.5749477183324064,7.3283425197763385,299.6262648964472,0.0,0.0005417412566441578,34.52047008781207,0.40217033608458297,0.29217214143124093 -1996-10-14,0.004923108886035791,18.255138583367067,7.6638237068561565,1.0696194858869337,7.348166607577384,191.3151861949052,0.0,0.0008664884466716236,29.74248725847583,0.34653718484052504,0.19032226764756552 -1996-10-15,0.12383384199757387,18.733736927303195,7.47658123284054,1.1795336938735317,7.615929380613239,136.0994012718775,0.0,0.01855757967580786,25.69695698706549,0.3007947264571621,0.12671651674522608 -1996-10-16,0.1206189898847248,17.196375920224174,4.052691248472622,0.979863927383402,7.573231892170202,93.64475934922484,0.0,0.015424356976704579,22.231572994103214,0.2603878989629533,0.08483508293565341 -1996-10-17,0.6694217119899047,16.150932708519004,4.0722125908508175,0.6834710328906947,7.133045581479154,104.94503475397012,0.0,0.07461629491732291,19.29913985801848,0.23262021891417115,0.06658508493572253 -1996-10-18,0.051371586139424386,15.581514836841555,4.277986722816415,0.5326355095847836,6.859353101523344,51.041590398624315,0.0,0.005045081734355028,17.418236802490096,0.20350910672561442,0.04411194901825284 -1996-10-19,0.009128846894658954,16.51885508710057,6.144494873861323,0.4541791269838477,6.907569056033662,29.857357003507477,0.0,0.0007825081989763782,15.340367819114748,0.17881124096751597,0.02883395398241784 -1996-10-20,0.0007013633159805803,17.579392780222914,5.929955463483674,0.938566742519062,7.430287308595615,18.893535584891676,0.0,5.2447531291627725e-5,13.477759997774571,0.15701494679277314,0.018777534758153407 -1996-10-21,0.0,18.338644061302524,5.971421438145615,1.1619792984967612,7.763892521721797,12.23254811136392,0.0,1.7763568394002505e-15,11.720906927567206,0.13654062791675403,0.012223292583424505 -1996-10-22,0.11342335907783667,18.132753525958996,5.931166580144306,0.9326964883201636,7.684382896211122,12.097325665623924,0.0,0.006337394653225734,10.132153046961896,0.11935402648403325,0.008921750934138658 -1996-10-23,2.0764031276627377,18.82038109495519,6.3924579578407545,1.0414928229976612,7.909111701780167,79.86350442892275,0.0,0.11280195753476852,8.87649442962448,0.12759383887457312,0.022983404972385154 -1996-10-24,1.3366671546157982,18.829608308237567,7.04977175218824,0.662706402852481,7.788879075986169,69.94216235203578,0.0,0.07410634735470767,9.443789507821789,0.12558501923230483,0.02624490256073254 -1996-10-25,2.27736690206658,15.74379023887773,7.469687662338098,0.3093298760575623,6.248192264185812,107.29278413674614,0.0,0.13073592470931272,9.318274569484913,0.13508137018811903,0.03699067393058529 -1996-10-26,1.025505980235303,14.556141791392774,7.234464285174494,0.5933431027227529,5.738559036045705,71.95147904789859,0.0,0.06111773031066248,10.329981767798614,0.13228374194925693,0.033385267487552155 -1996-10-27,0.5001419621115182,13.71859988238102,5.657655828955822,0.7654389377958545,5.771157174587534,44.658430677438744,0.0,0.028737620578966894,10.217567421256135,0.12485405592569193,0.026107967295380913 -1996-10-28,2.9192387110747755,15.265288826088886,6.231450797531594,0.6138031338300142,6.348609222712834,135.44524212130187,0.0,0.17829352630950046,9.639584928270184,0.14630179014379877,0.04414288291183993 -1996-10-29,2.206971772397518,16.383965903522064,7.5985079598630785,0.5383163870506265,6.5368186963148505,136.9236201520167,0.0,0.14955798628121153,11.162233430962187,0.15574218654712566,0.05150735486314071 -1996-10-30,0.4503090859093163,16.579440646297073,7.545948301532077,0.7145545558523754,6.647911886812121,62.594362033789764,0.0,0.029978698827895278,11.835013824069625,0.14311569187050777,0.03809356693639493 -1996-10-31,2.003497508796151,15.736838082404013,2.6161599600868986,0.8521324910653781,7.24140685801755,112.87409297423447,0.0,0.13106226459490555,10.856148272832737,0.14980616437461064,0.04475328762045449 -1996-11-01,13.09327519384517,12.384732931836087,1.832923968409082,0.4878558459113397,5.999358101059585,896.8514364526166,0.0,1.316391700578036,11.228080367547308,0.2833273210564128,0.22957237005388187 -1996-11-02,1.5709204305326052,11.629016774926562,2.392511968766514,0.4977829084075003,5.593823165248722,358.6424325298101,0.0,0.2024538074732467,21.665442043372277,0.27068788638071717,0.18026740600311797 -1996-11-03,2.1021467393814217,12.050379185869305,2.9467365976060367,0.4123712609132438,5.665558363223969,307.5321563052312,0.0,0.26408323036739434,20.878198955350936,0.2677054642864657,0.15755618181476985 -1996-11-04,1.1531026271013058,10.853234344449177,2.849710618726054,0.4195476846705769,5.178991751153371,210.3680114021984,0.0,0.1396122522616896,20.620660520048755,0.25364959474510773,0.12381969709298846 -1996-11-05,1.5939351850025751,11.107703767927328,3.4128326267881963,0.501026565408605,5.164975020907599,211.77321186494436,0.0,0.18647049785649727,19.737280650216167,0.2484942182689193,0.10899369127365927 -1996-11-06,5.481832964436334,12.775692616279395,4.2465797368084734,0.8912052112996872,5.71203836519557,536.0274841882751,0.0,0.6943047983011841,19.344564801160143,0.2892107207039508,0.17666793268988495 -1996-11-07,0.5183310770244326,13.850229315782554,3.2457477935325802,0.8813504867225381,6.3812695935057,199.88784844832153,0.0,0.06695177209857806,22.239218011487072,0.2651100347092912,0.12519691715609557 -1996-11-08,0.1894943544448633,13.190277279351125,2.033336624384411,0.858418260973912,6.315908782957556,102.79051526208612,0.0,0.021807452859184506,20.130325883246385,0.23671214450858208,0.0848178156686804 -1996-11-09,0.07152702300004593,13.367475885610435,1.8860360120684831,0.931939446286898,6.413973277801708,61.73994771950014,0.0,0.007286409333543575,18.016997222031193,0.21071905730221765,0.056321875024747184 -1996-11-10,0.0008598665090471541,13.35525456465325,0.8654931252644483,0.9933005029134576,6.556966681542476,37.26454264147736,0.0,7.715340253547527e-5,16.02202817415096,0.18665579443907937,0.03667464125829284 -1996-11-11,0.0,13.186800024900574,1.1927311538332563,1.0229097518663313,6.449054744823164,23.918587896939453,0.0,0.0,14.163848855111016,0.16499924693082302,0.023873467751009497 -1996-11-12,0.0,13.358971893653278,0.8796310173924794,0.7477260798977059,6.562729316682894,15.543404954407169,0.0,1.7763568394002505e-15,12.556428242841648,0.14627388539677766,0.015540505452923155 -1996-11-13,0.2013500055383235,13.080768181656802,1.0347931946487652,0.8392982176673919,6.434806641106199,18.234045731824356,0.0,0.012426631207564265,11.11322819784971,0.1318071734594415,0.012008276823710116 -1996-11-14,0.6537329393975718,13.619016670194302,1.8077667619009727,0.9270251692919046,6.542817006395645,32.84032444055422,0.0,0.037202644043527466,10.043869198042868,0.12461982012793799,0.01348147596644358 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-1997-03-12,0.2605013232229144,18.097881237327613,3.4370104367199663,1.8194312058363424,8.077073256855885,1.8395271088558396,0.0,0.0021356920837624083,1.408710608084168,0.019445188553690942,0.0006645476902717711 -1997-03-13,0.5330572380570057,17.935820000232898,3.793763687012528,1.664819520448367,7.955456593388523,3.7316318289902637,0.0,0.004848250865607473,1.439796221895469,0.0229824067262313,0.001170807129203088 -1997-03-14,1.1100554492048476,17.920142015595207,2.8851434556704048,1.5279382911637889,8.06598494913467,9.807818844277637,0.0,0.013401243063586588,1.7055944599280355,0.032800414589295945,0.0028026776436247377 -1997-03-15,0.5566816590769952,15.568315696635985,1.927814140304536,1.0692797538148746,7.228005097713596,7.8871629942295005,0.0,0.008056811495490424,2.4281496064306323,0.034771262815800064,0.0030511799920842995 -1997-03-16,0.3498812181448467,15.604763742926623,2.794231338010604,1.2723449757031675,7.119719700913787,5.92758013824577,0.0,0.005224147888704234,2.6165322931350232,0.03455670845216462,0.0027816284607866423 -1997-03-17,1.2082368311075002,15.077664309133796,3.17829811867522,1.3492382978748043,6.839767481646282,15.72566989663482,0.0,0.020775944180358552,2.6058814320668495,0.04443189471778176,0.004974153811969984 -1997-03-18,1.2272728528135233,13.979292907530676,2.4620797381461803,1.2374511125784944,6.498587135988991,21.61080582308769,0.0,0.026240872664465842,3.3678355423934336,0.05352990084337552,0.007233500860954327 -1997-03-19,2.515748688634217,15.286846771089287,3.4224128020729068,1.3865161595753546,6.879291411306013,53.68725989691088,0.0,0.07250170073639728,4.083226974769769,0.07687359743206972,0.015748124076906945 -1997-03-20,2.5488394132471206,14.654963221471686,4.548270822953352,1.5741261914228346,6.403329616717548,78.66004527488121,0.0,0.09809387379296064,5.816880330051076,0.09745496946477417,0.025187530019372774 -1997-03-21,4.102336834565157,15.629302791043994,4.667463924325752,1.6613941380281787,6.79784835892859,161.61132105390976,0.0,0.21307746584175735,7.438348574206347,0.13444116927481223,0.04884009015602648 -1997-03-22,0.9183308753279068,16.786505580675563,3.0478665986797018,1.5394384930056153,7.542949076947411,79.63653765775464,0.0,0.0536164383842298,10.170884037472197,0.12918184374763494,0.03995649801679202 -1997-03-23,0.5989292567627139,15.969386364883876,2.1726960543357685,1.3280653759393009,7.3238341091179855,51.39068657422767,0.0,0.03258745520425743,9.631210295684506,0.11917419759403299,0.030971723716657122 -1997-03-24,0.14318056823250333,15.193442301073835,1.1819089723648104,1.2396786153497177,7.1338259840495635,26.950796885668648,0.0,0.00703639583720192,8.927066904923322,0.10566224038792042,0.021232531682081883 -1997-03-25,0.9699490220527016,14.270857693655918,1.9389853378548405,0.8524547918937271,6.667363604686876,43.52072973750598,0.0,0.044586509130457586,7.948309057918587,0.10389166688961088,0.02061033487918636 -1997-03-26,2.603849657627863,14.267210941681787,2.684343347041471,1.0011189348285197,6.550365907253308,101.48327456926584,0.0,0.1307899080464714,7.887453816853245,0.12221658041680239,0.03333105495514776 -1997-03-27,5.870432647732762,13.670038822485221,1.5899798687324518,1.0932443277874215,6.470340782186142,288.77113894095777,0.0,0.39691524191649474,9.294739486145643,0.1766639849989155,0.08213315935145955 -1997-03-28,0.3752250500970871,14.832407247554695,1.4472785599530291,1.2602687120066516,6.94334162448426,95.6176525083853,0.0,0.02837108072479505,13.433281075035762,0.1608597447765351,0.05778474264024574 -1997-03-29,0.6837308036578416,15.682476954341936,2.8111057728556323,0.9652117026233564,7.095150415369509,71.85507312306598,0.0,0.047116872985116354,12.123702409810697,0.14919792331563653,0.04478939153649225 -1997-03-30,3.344600531058429,15.809838498957104,4.961045201017572,1.326389948839459,6.784101647346501,188.07076375818684,0.0,0.23871093045733538,11.215388573942118,0.16961401256263606,0.06550305438220412 -1997-03-31,4.062988246422996,13.1120926355302,2.28135900532447,1.0357135796312016,6.128205847439247,276.5910303492151,0.0,0.3365932735517676,12.82018242684488,0.19667750449684684,0.093890708085993 -1997-04-01,0.2675033574949349,14.022625950582446,2.388634096191037,1.2346684745478491,6.47433130691638,96.53326238165508,0.0,0.02267057728323818,15.046787562157604,0.17840111786496501,0.0645703684002052 -1997-04-02,0.29000868276179503,15.92398465239825,3.8320868468388296,1.2842259002013836,7.020836587198684,59.34454125795201,0.0,0.022075818884933374,13.563508771972536,0.16138409628321757,0.04539364456832786 -1997-04-03,0.19436371839152747,16.30977697531127,2.816396838343388,1.0588928379055376,7.327825963516116,39.61722839336596,0.0,0.013142374574260512,12.144231869124496,0.14373628248577935,0.031550249791420425 -1997-04-04,0.4977894930552282,16.383507432668498,3.1529913157023137,1.0307194966140794,7.30618664589359,41.09352308630966,0.0,0.030129761149263634,10.756886965234171,0.1311093586965037,0.025125430988686692 -1997-04-05,0.479609435025215,16.958379542826947,4.555638927372642,1.3313908553274607,7.323328251437801,35.445992486476996,0.0,0.026447822244525132,9.820511395927712,0.11998943209496678,0.02038254632376045 -1997-04-06,0.24391380763884016,15.66657502860241,3.724545328358812,1.3748029071195456,6.914849031818321,22.871389516446172,0.0,0.012139683564830722,8.987974281911413,0.10754524410049467,0.015116525837075078 -1997-04-07,0.489007718525839,13.583883055221682,2.642365085125871,1.2739964956642882,6.234249043514349,25.240145982935175,0.0,0.022301601238569058,8.124413048977296,0.10034051864536007,0.013235896089111465 -1997-04-08,0.2689479026060573,13.813832461205976,2.1248918426251517,1.364831031284452,6.40415521922201,17.44244060258571,0.0,0.011435902231212935,7.683113032609106,0.09263612449415919,0.010357231322008383 -1997-04-09,0.3228418855695238,14.144585830233526,1.942800417857584,0.9734916391362196,6.558166840234397,15.789444210542603,0.0,0.012675483716637126,7.071410796630421,0.08613803611289994,0.00867210044912593 -1997-04-10,0.19995322084787814,15.587099643671143,2.7271489767887367,0.9354877135777084,7.018683207337504,11.149050177019552,0.0,0.007211457692308465,6.556976668186842,0.07871365718879383,0.006743180770808147 -1997-04-11,0.1265535908656253,16.26776723533213,3.8369960680433888,1.1221082951037729,7.125588767822361,7.550909051619722,0.0,0.004106733800029849,5.939590377760355,0.07066646903931507,0.0050148046413525695 -1997-04-12,0.18051550071479905,15.192267638157166,3.1200571780885427,0.8829755374965931,6.792170690097074,6.9824269433713875,0.0,0.005271605929538015,5.322536310470891,0.06410682674994019,0.004067082004907334 -1997-04-13,0.7195995784884202,14.491142046668728,2.0408084518261984,1.1371840431875562,6.6660752954749265,16.20640973593643,0.0,0.020256301817141553,4.86089912911031,0.06500903064352875,0.005731800426498293 -1997-04-14,0.033695164462765236,15.993205321316855,2.2898065401867083,0.8030608903107017,7.22422582079589,5.51881303450732,0.0,0.0008999778315772686,4.941249736559053,0.05795473889815834,0.0038681676030894925 -1997-04-15,0.07901197115338998,17.348153747433027,3.7518067213212825,1.0833500627699748,7.567801762491838,3.8830310668067836,0.0,0.001868446443076155,4.358381339677703,0.05169262692031623,0.0028024938788965576 -1997-04-16,0.48673424379085994,16.838666036590883,4.831309324852656,1.0251823835067273,7.17923598220041,8.955050501309533,0.0,0.010734635785981661,3.862111012799324,0.05066110205610761,0.003458798677099944 -1997-04-17,0.3228936035250248,17.334798786802942,5.843270210534638,1.3546171037008021,7.204179995437319,7.385816532886695,0.0,0.0068927809548067764,3.8140648874160785,0.048192764733086105,0.003301043101366989 -1997-04-18,0.1892938685840042,18.32357287967804,5.5433787705258455,1.5889746351502427,7.682079288264461,5.066105744396945,0.0,0.003779360928729103,3.626737467403271,0.04445418072045557,0.002724287443144073 -1997-04-19,0.164431222068726,18.4831556300105,5.017789137150738,1.4606075035367256,7.8323708158041,3.982047451048877,0.0,0.0029934558210781836,3.31461158557937,0.04052849258518388,0.002229180954490205 -1997-04-20,4.91163229244318,19.0008640692062,5.752106800504,1.325186532687224,7.929260171867373,96.45671953316527,0.0,0.14513958232051571,3.0133531509580793,0.09232071335095401,0.02355073755763988 -1997-04-21,1.476609975163903,17.538511441590902,5.7162637323430365,1.1923436709214132,7.300226442852013,63.48914460070436,0.0,0.06081268350817548,6.839061819678145,0.09687194475940128,0.024590052703697126 -1997-04-22,6.778193703386928,18.2120429717493,5.261242562610295,0.8946298664526363,7.664850631794213,279.66205251417495,0.0,0.3972078024915868,7.265266918151143,0.16359680554062841,0.07648772438237057 -1997-04-23,6.46273928129533,15.765276325111095,4.585842290028408,1.1325149717668643,6.7413083297557135,436.31293808792924,0.0,0.5559421916562846,12.151683766583199,0.2168454221991653,0.1344403251579149 -1997-04-24,4.598229004218199,14.23503664911573,3.9746417203613467,0.5153719444264273,6.207701609649293,438.9881724050982,0.0,0.4859240012213153,16.37635682057155,0.24433972016916855,0.1615034406314099 -1997-04-25,4.071738069317736,12.7204342290269,2.56455693879416,0.32554161461039705,5.837157705788991,449.3728162035993,0.0,0.4798355721303773,18.63283670851896,0.26449291986590107,0.17819320356592644 -1997-04-26,0.3405529454284997,15.675204120728045,3.299120764117065,0.4368743487519841,6.9071576480577335,172.11230698765243,0.0,0.03971625057969508,20.305531098143874,0.24051289689035743,0.12204278631223282 -1997-04-27,5.800653142536062,16.638289755234393,4.89038331032145,0.8409232229739019,7.040799670022542,538.1690753507369,0.0,0.6951727690508864,18.086366910676617,0.27826760653262195,0.1852944416215387 -1997-04-28,1.3000855419427728,16.262928044717793,4.753191750630891,1.0406716480092697,6.902883396402437,265.6066438378272,0.0,0.15973048061430206,20.835391734505542,0.2578633193865504,0.14493929799843427 -1997-04-29,2.378881535696285,17.702901903081678,5.350307645509517,0.34817057999061746,7.404585153032508,288.8830894352862,0.0,0.2788173359390327,19.379102425190677,0.25346577791133423,0.13680272916222103 -1997-04-30,2.695663460301492,17.654933533587574,5.669301246423693,0.3260668951490801,7.323664456623745,308.6062243151372,0.0,0.3099356914925262,18.857356174713026,0.2510780823236033,0.13624443460715502 -1997-05-01,2.984770197197437,19.0682734594532,6.6216342576750495,0.7705793819031556,7.758812940467537,332.1574864084197,0.0,0.34318525225811936,18.712743607162608,0.25276134154020413,0.14094374790765649 -1997-05-02,3.2148311755635155,20.255066549780622,8.028280156537045,1.2618536299068135,8.011290874189276,355.5104387043459,0.0,0.3710461611284841,18.66861099933256,0.2549272811400502,0.14824501495798398 -1997-05-03,1.8663126689470624,20.645763867746663,8.334803187196087,1.4335941331051087,8.12245179945775,255.75865145961367,0.0,0.20835306873003256,18.728317939443862,0.23991349921647734,0.12822536989638927 -1997-05-04,1.2231501602607606,20.173673395921625,8.818363163813409,1.5483082613562944,7.798314024595478,179.46847464736126,0.0,0.12575554969559288,17.5970867628571,0.21924301446167735,0.10261682941416042 -1997-05-05,0.42019395408778,21.392685147526244,8.960287965571617,1.7331218083987074,8.327589769748371,100.40629168925992,0.0,0.038680695448485125,16.20396737518166,0.19366022104903827,0.07268844026223235 -1997-05-06,0.1313382216977879,22.447642398462964,10.065720742523734,1.8044214053335892,8.578700919679092,56.98679345625024,0.0,0.010405074287710009,14.17407702117273,0.16664839947473808,0.04890108452651028 -1997-05-07,7.920792494914019,22.57848098907405,10.884923970048225,1.6701343819750698,8.44902534359208,500.20538105948555,0.0,0.7157351276386086,12.148504051917696,0.23379371317307418,0.14081355427781453 -1997-05-08,10.8648827287659,21.317338878434924,9.141958574262436,1.5515138088561196,8.242390288661882,1050.599910878246,0.0,1.4043013691031678,17.037025961942298,0.3250383401428463,0.30548863452107194 -1997-05-09,3.829110662814088,20.280194163700763,8.784115521997714,1.9400042338436656,7.836329494163974,655.7726718931476,0.0,0.5698516651139904,23.67749581775141,0.3204333371065354,0.2856270774313773 -1997-05-10,1.815815057983566,19.46993419620139,9.048757061506054,2.1283921663593097,7.394589513603358,393.3641766201659,0.0,0.25700715418771014,23.549906422692615,0.2954934767366075,0.22506293887812362 -1997-05-11,2.717388527186945,19.921771785722576,9.04904723187116,2.164361588896744,7.602861110837264,402.6905060447576,0.0,0.3648074481502097,21.946506186755723,0.28731767020467475,0.20205271846351874 -1997-05-12,1.6718497466564568,20.821788702010835,8.896436399030813,1.8046916241628064,8.050907318299485,292.3224745809904,0.0,0.21170718717120107,21.25524334914019,0.26708510757330217,0.16376236999885 -1997-05-13,0.5883571058059877,22.304795876482864,9.632619237695934,2.073598124305203,8.577306929092208,164.03614736387865,0.0,0.06649460735584023,19.593841965175802,0.2351089511180646,0.11672639231998858 -1997-05-14,0.07431888627767941,23.041426380439084,10.567759674747158,2.067392189884829,8.716670377128626,85.57218915399663,0.0,0.007155820207162489,17.085952410986504,0.19990553910461192,0.07707297459798633 -1997-05-15,0.027335847080791183,24.071513681308463,10.891168685273053,1.9531180760387408,9.131457118034307,52.39525785409894,0.0,0.002211073163505446,14.509789141153645,0.16934766108665392,0.05050755258639044 -1997-05-16,1.528270945663301,23.862161490011502,11.393650663736624,1.7569358365024417,8.914543923428644,104.76223092592052,0.0,0.10975970489602771,12.20353981120468,0.1599662956769128,0.04959057940845492 -1997-05-17,5.052693839375556,22.935113470299058,11.201827905415142,2.0018228127526703,8.507594963507568,297.81699472455864,0.0,0.39671677360120317,11.584343386527886,0.19381021652483743,0.09268712583997535 -1997-05-18,0.15891624916904146,21.996043422297234,11.620344977579599,1.9472046122678344,7.937294035763281,92.04392089775078,0.0,0.012563957215010468,14.132382822697704,0.16648395564248633,0.06224801071784761 -1997-05-19,1.6576296045087824,20.237541215094755,12.23739985906952,1.6455403158623845,6.85196016131915,121.81873494074642,0.0,0.1205688227294297,12.29670525989703,0.16255855082897527,0.05887891372168083 -1997-05-20,6.663368992406516,18.440743383502035,11.421750589056995,1.433722609826951,6.169296800873278,425.66976313270777,0.0,0.5819749905270459,12.273313514862895,0.22059952665620647,0.12694169523757184 -1997-05-21,0.11316856956914866,19.093577702855534,10.351484378877394,1.249748346816833,6.83845421732877,123.95961271835488,0.0,0.010749675932286248,16.849576168406983,0.19760448846048528,0.0842698743035938 -1997-05-22,0.17219642357080445,19.88430055569384,9.954893712289234,1.0136856821985745,7.3294077613169435,67.52718090032113,0.0,0.014401061267324655,14.904776550023579,0.175636524513022,0.05704850180963937 -1997-05-23,2.245971097446019,21.04192504388308,11.144194508427415,0.4748670784241016,7.577300927461992,154.53888096361095,0.0,0.17810855650209145,13.128469419329837,0.17910181993613675,0.06425555228979818 -1997-05-24,3.155907504564887,18.06561826158757,11.472873222315451,0.3740747195728059,5.940414587819198,223.54875500503408,0.0,0.26224715064389414,13.318916504336633,0.19192054240297013,0.08175834734256339 -1997-05-25,2.492905493029768,19.095915777133587,10.621262571053217,0.8452568098178922,6.751147884000228,215.02239588548824,0.0,0.223174075015105,14.739678397348131,0.2007479318418849,0.08720239130694052 -1997-05-26,5.5959286510522235,19.58707335524884,10.765630979500854,1.2667280240572172,6.952457723765819,441.61259828434135,0.0,0.5674344557409627,15.166666374633188,0.2418701709268482,0.14316493671639052 -1997-05-27,6.282796213424777,19.492774110850327,8.911333260236344,1.3147259974439145,7.386970012558212,627.3664518360615,0.0,0.7656820717547985,18.170702403454033,0.2848666981611406,0.20978005175077907 -1997-05-28,1.3578550740262267,19.526127009965503,8.014183377870046,0.6024937658485625,7.598375165336859,294.5656299758244,0.0,0.16990449187568135,21.171179829071278,0.26244799920665207,0.16242742288217402 -1997-05-29,1.6213663245187049,19.881807812489672,9.166346653228644,0.2570254116140347,7.50340467102719,241.24438445503313,0.0,0.1868533236543306,19.43989112085804,0.24534938585209257,0.13418379708243985 -1997-05-30,6.0332978074644945,20.66957833649192,10.782849732996787,0.7716700321072417,7.4730566238471825,577.7004618263792,0.0,0.7325259241192388,18.222937426561305,0.2825687133442503,0.19888523867565666 -1997-05-31,6.538922988550213,19.13001041072912,10.7296898658996,0.8607617131798814,6.722698419229752,771.7737489021418,0.0,0.9168326932361994,20.96515987977199,0.3204039387329754,0.2690662645120251 -1997-06-01,3.924331128936785,20.13677294626605,10.148173843219512,1.2838986491668372,7.376120781431421,620.9951336328538,0.0,0.5959914252226777,24.10292443325473,0.3264985463065417,0.2658979910411354 -1997-06-02,0.218866511553564,21.72667707340502,10.737826530257463,1.3898365475057095,7.990203291831066,232.09282253431547,0.0,0.03080005357531218,24.22177909742605,0.2847169693236009,0.17777685812238092 -1997-06-03,2.5289616942700195,22.70720185102487,11.206711356197422,1.6379569498413993,8.345763923673774,330.3793059203055,0.0,0.3213520165753496,20.895678533043892,0.2728811946999532,0.1646549709212192 -1997-06-04,1.9533042960201168,22.99619443472001,11.99804675372368,1.9442571407376392,8.285984095234385,278.03926802775345,0.0,0.2325176844002168,19.889969497694565,0.2544593467026555,0.1425868996755867 -1997-06-05,1.0689187034844865,22.943339061988787,12.388489597723082,1.8335504319623743,8.1538897496422,183.41686329814317,0.0,0.11581330493075526,18.58758534528432,0.22898496012749958,0.1104516566681789 -1997-06-06,1.3261202449421359,23.29444653382218,12.731985638740552,1.9728792218585691,8.234550739112212,164.893358407614,0.0,0.13033679966500644,16.793057887351054,0.21107615432898374,0.09174454045289576 -1997-06-07,3.1330268132925294,23.01444765550323,12.98525000098965,1.8511528463690168,8.018968198424204,263.87098016851866,0.0,0.3000357139663432,15.466452933259038,0.21667134285880865,0.10540625366340524 -1997-06-08,1.2399189540435942,21.332884578764826,12.839127765582747,1.658957433217992,7.1895112006918565,161.92094960545526,0.0,0.11524406160525524,15.943202740856837,0.2001717307620222,0.08616212789898046 -1997-06-09,0.6804979499440272,20.160447595446545,11.312821019383845,1.6374963372995095,7.052269726323944,102.22290806352343,0.0,0.058275335859096056,14.990660429324402,0.1825583820869346,0.06496077641723674 -1997-06-10,2.5190214086107487,20.03522573147442,12.204200951532199,1.3458657794545579,6.709022385683559,183.7869292661961,0.0,0.21050947577275236,13.718527588636706,0.18915644920775818,0.07433958979401985 -1997-06-11,2.2428333522708663,19.806449402817034,12.363113658171873,1.2769945463029917,6.532687503608359,187.24191100678877,0.0,0.19340386256461928,14.308916914584696,0.19281668121110512,0.07784017418916482 -1997-06-12,1.5597059279488137,20.782616239753672,12.437409718711152,1.1080603852525177,7.02289723631538,150.61284315081852,0.0,0.13434898436235243,14.635306382268716,0.18866092561112383,0.07112691249014724 -1997-06-13,3.5746160368581514,22.194727323317885,12.727077233907659,1.8410325135810743,7.663743153584145,263.86976028171034,0.0,0.31970727838883173,14.182279972690319,0.20685581294855393,0.0949804331757777 -1997-06-14,4.829793917477312,22.55436614513113,12.9155581298544,1.4650472324829635,7.791326364448259,396.90031191726035,0.0,0.4835321454406589,15.33866721564309,0.23494891344576954,0.13545271018892582 -1997-06-15,10.659983028734906,21.90216156646513,12.897246827476694,1.0208083964700199,7.45837354056743,1027.1047170852291,0.0,1.39212981697937,17.35530887271145,0.32635917776105094,0.30014567836000255 -1997-06-16,11.400749287437975,19.076768060384463,12.621252307073226,0.6264837836162656,6.035712223989659,1598.0596270006251,0.0,2.0201612077908564,24.16980363036341,0.4143728519266394,0.5029801171093287 -1997-06-17,7.790458012787883,19.365225186489987,12.660236500281625,0.7147728579173448,6.180156866387578,1544.7136491931951,0.0,1.6743159538801846,31.480191336431304,0.45747646952384774,0.5823557545023936 -1997-06-18,8.935497138557247,19.735948160045194,13.021027660580561,1.2791126836518405,6.25067641994416,1895.0364706609078,0.0,2.1574914620793404,34.566676304979424,0.5067708594932856,0.7075961727736221 -1997-06-19,0.16452438439085584,21.007184189401823,12.529696620904256,1.6323885313263402,7.102392445553453,619.1049029020769,0.0,0.038667310659260906,38.115723019298215,0.4459389575916781,0.4664995207282137 -1997-06-20,4.076103470477153,20.88807597297824,13.361221569090707,1.064634290377977,6.7603898184491635,882.6073435938724,0.0,0.8672294966670249,33.05189157663408,0.4325159979813032,0.43571776480072816 -1997-06-21,1.4607555602831297,20.863146695371405,13.039653422920752,0.6842261249415708,6.857271071402131,524.1563518945311,0.0,0.2899360248429239,32.321898688411196,0.39354504325619927,0.32777882910247075 -1997-06-22,5.407919893182137,20.362990710376184,12.431162039825836,0.6356054324272126,6.79366479509259,912.881335245054,0.0,1.039054424049664,29.41375295567917,0.40564890629006706,0.37157999795588814 -1997-06-23,6.909627106584486,21.44869013899611,13.29359225772648,0.7013901964652947,7.0840799227618,1223.4479176773298,0.0,1.4079559247130273,30.33924557515864,0.4339241405623958,0.4562632034123018 -1997-06-24,11.075677298902061,21.32527453678844,13.498124043222148,0.8229380668881051,6.947511589725506,2062.5837798258003,0.0,2.57046946479835,32.19847429411749,0.5041145593587695,0.6883978501234111 -1997-06-25,11.856932135744314,20.99012873878316,14.162635072096766,0.7622776452305964,6.518485468808328,2724.683798612971,0.0,3.2466359721339995,37.34308797515662,0.5731469143961275,0.9424629344251417 -1997-06-26,8.13183370553295,20.493115909955293,14.273313123535626,0.7070561705282938,6.187180416484531,2411.7855845354857,0.0,2.4463002811253833,42.63901647237671,0.591446020858225,0.9859844310834449 -1997-06-27,8.792968502791284,21.312597104164407,14.50813977134012,1.1583180294029425,6.567960080200485,2620.2163542455687,0.0,2.787899835139166,44.266391793006704,0.6181056138761839,1.0663284583815633 -1997-06-28,9.149514004909463,21.622087264214397,14.7105948181885,1.6576162899070412,6.666474571346706,2847.139736476227,0.0,3.030039895366116,45.74677497367321,0.6395045890012067,1.1554980452420116 -1997-06-29,6.45584968398103,23.159486073199464,14.856346045043711,2.05479681447842,7.477479749541161,2337.7827901747332,0.0,2.137955453347403,47.12012255477352,0.6241237931447761,1.077710220426266 -1997-06-30,6.44919094272979,23.798060852111703,15.32659929498873,1.7850023775647943,7.666354714243682,2166.180793971872,0.0,2.030194884479795,45.18957319080893,0.6015566306610026,1.0106658639624793 -1997-07-01,8.883593765387976,23.175777992473847,15.67860801830106,1.6842433932040022,7.185746192603151,2589.679523109948,0.0,2.760860982562866,43.46680306350044,0.6098466696204118,1.078277846413896 -1997-07-02,10.084261450361446,22.72205476358315,15.260729701623685,1.464461569522968,7.0844868431673556,3011.6244183564368,0.0,3.2756525582203437,44.526038042158696,0.6361730051702041,1.2006746915385809 -1997-07-03,6.966669385429905,21.62614523232818,14.657478103171025,1.2870730941336028,6.688434594374841,2474.950164409476,0.0,2.281503014438125,46.430754890724025,0.6220438302991188,1.128975330639865 -1997-07-04,14.899674427633538,20.509366415802017,14.7182434176082,1.0419287076464,6.0076314874393875,4373.4547431005185,0.0,5.343600256022722,45.89137607162843,0.7081745685878571,1.5485519573767694 -1997-07-05,4.172601660565911,20.94162365066423,15.180806348199694,1.0108727446154857,6.067645011178929,2336.565189221587,0.0,1.5421286888602674,52.599408651553084,0.6613554722358079,1.2428464167633722 -1997-07-06,6.0554441071008265,20.791145552304737,14.562527690075544,1.0620290274734034,6.241684777297006,2301.7403035698403,0.0,2.110404572483888,49.31240453648642,0.6449979397425645,1.1303748762978116 -1997-07-07,8.832149620008336,19.91533439717306,14.181191117909384,1.0116172193253603,5.882861999731662,2881.5927436719894,0.0,3.0843877265561996,47.975857248316764,0.6617748077375396,1.2054645132927215 -1997-07-08,15.954444799434825,18.060271609561546,12.752589136500418,0.6863561551975784,5.393420008411627,5125.930818770586,0.0,6.356423110551155,49.55817325651551,0.7631776330201258,1.752560062133742 -1997-07-09,5.4174672644325295,18.586817975201253,11.76319609955724,0.6046953193413063,6.0729882954689955,3008.864673968792,0.0,2.2731090357312222,57.13615216749059,0.7287073029828456,1.4869486610241185 -1997-07-10,9.32960867146719,19.53410027160333,12.333495444028467,0.6347186590660926,6.382406237151786,3610.603774887489,0.0,3.7986060135674418,53.894686018651605,0.7365202155371537,1.5463275733901791 -1997-07-11,12.789912955708056,21.248191732674453,13.34597501892677,0.9128084772045968,6.956791845185292,4801.882075430583,0.0,5.454115729190649,53.99686381570281,0.7780207191524288,1.8370562652657187 -1997-07-12,16.624384861279555,21.738755489005605,14.078135793187355,1.0815683679120407,6.969463571365927,6618.970740760445,0.0,7.79028535477212,55.838956148292674,0.8441488481682283,2.3820233167129627 -1997-07-13,8.300399595869264,22.33361100503161,13.754145384081955,1.0063717489589432,7.404208568009977,4537.818263209802,0.0,3.8420749992585908,59.71636075935311,0.7923491949178941,2.135597900965344 -1997-07-14,7.773598191407366,22.24139961526623,13.675417829266506,0.7665227222609545,7.381446774175001,3786.9454993531535,0.0,3.271969255138636,56.060105253004195,0.7436194148127145,1.8883795157020828 -1997-07-15,10.34498479683496,21.997742252852717,14.010966452820895,0.7807779594372661,7.137426477507601,4172.786657733729,0.0,4.185560991808654,53.112426800258966,0.7392358696288633,1.8665598043849607 -1997-07-16,8.149290201778374,20.64715920672829,12.970165456155655,0.8692501914427041,6.764720931716288,3571.235998182895,0.0,3.2109214070550287,53.161458265451984,0.7142286979578779,1.703952922899803 -1997-07-17,4.610531282494343,20.462900243221927,12.781843884281935,1.0340185489201523,6.730917449466716,2418.758540942688,0.0,1.6893659070897664,52.03264131699827,0.65985460013691,1.3664241830563781 -1997-07-18,4.164661574007008,19.950870289202594,12.790524804070067,0.9845042205637421,6.45210492926169,1907.7266154997935,0.0,1.3848065989465557,48.43815484389333,0.6127871868854293,1.1003351834074846 -1997-07-19,9.095953062822824,20.014359504922464,12.657902043533161,0.6744918696194344,6.534177156975019,2758.8867008353527,0.0,2.990788212997261,45.49838586552704,0.6359870754066472,1.1716581764195062 -1997-07-20,7.435542824190269,21.196663593661185,12.776169074604239,0.5378893906331882,7.125025851142456,2568.320741261964,0.0,2.488191393765381,47.02416044837649,0.6344186611965341,1.1415583021942897 -1997-07-21,10.282824938364293,22.683272687055375,13.329099050573973,0.4819654274127893,7.7310498004898305,3189.9440863889176,0.0,3.5035587166132274,46.26716560372088,0.658769092274113,1.2765693734998875 -1997-07-22,9.983767613569938,22.420269177225467,13.696051007272803,0.4295192003940321,7.478297039112584,3314.204719894425,0.0,3.471837428388234,47.21908799809822,0.6663745281927376,1.3596252006546614 -1997-07-23,13.781680873539464,21.974067490634305,14.224744768635446,0.5897447592438865,7.0574586235686825,4458.776954613568,0.0,5.137224409354715,48.010403576614465,0.7198359361821434,1.6672704108061358 -1997-07-24,6.669169400158282,21.860708937732568,14.133664111892381,0.5993057714041771,7.028563002115477,3037.939842662053,0.0,2.507563996738945,52.02217288063063,0.6837143898351378,1.4671283379954776 -1997-07-25,6.511104053240446,21.762713802615306,14.33786336943086,0.4923292027382867,6.901335299961361,2629.965437368974,0.0,2.304526705949998,49.68962891116825,0.6547004780230714,1.3059298283192244 -1997-07-26,12.817604600105595,21.879049881233282,14.766518790008506,0.4805855531652424,6.807372960983787,4069.7438034955235,0.0,4.70448150916914,47.89279359960651,0.7072350239185307,1.566425747716369 -1997-07-27,10.801974269293888,21.059205148099963,14.252744965567613,0.6822192200854753,6.537773329134994,4065.10701880973,0.0,4.227231409423625,51.5182849617908,0.7259888146823951,1.663327969924398 -1997-07-28,4.423631690656581,22.48881084491602,13.600336715701411,0.6705744022871595,7.554647792467722,2434.496927682846,0.0,1.660614824416296,53.09949209353198,0.6701054355063035,1.335601470970862 -1997-07-29,5.175072127880055,22.523202049816565,13.887095878497538,1.2240004953933359,7.481730857260963,2117.168510283582,0.0,1.7315207867342703,48.16754664433709,0.6214053832943719,1.1330634035407816 -1997-07-30,8.163226336709817,22.70721199317383,14.097663916562155,1.3534670265692084,7.512969150813573,2556.0431909674166,0.0,2.6166165873477905,45.0015095140541,0.6193331677276939,1.1359895519284713 -1997-07-31,10.142824412064083,21.99531174661179,14.072828018479672,1.033987650544671,7.135417093448911,3070.570834273195,0.0,3.3234099039562572,44.82845632516318,0.6403781922024939,1.2455140607768977 -1997-08-01,15.994941547968033,21.840054713743452,14.458944993500669,1.0918627296701062,6.911287497636487,4891.665786498309,0.0,5.933218986470678,46.65984280227143,0.7298858057689713,1.7141913554118402 -1997-08-02,7.706162567003235,22.56066658596388,14.9017037309007,0.9332307186493324,7.156002812231462,3433.615269311132,0.0,2.997264155262381,52.86203118335981,0.7055784383892137,1.5722357510319864 -1997-08-03,2.978691383787839,23.374423221811657,15.288403779499685,1.2059746327999117,7.47568239848749,1904.7558835722762,0.0,1.0407953288244713,50.97118014405028,0.6284794666455207,1.1819280431266919 -1997-08-04,1.6307204368685029,22.490468694217057,15.181539847739993,1.4651838273899611,7.0145666402957065,1161.58044478591,0.0,0.4847311786567965,45.48513771928796,0.5488678390873974,0.84318708824955 -1997-08-05,0.8606483171188724,24.05287982399915,15.261105396415765,1.6348173688965462,7.868004960392712,725.9718975872512,0.0,0.21945334622688462,40.45674082518781,0.481319601992811,0.5822901785629402 -1997-08-06,1.9133575538543808,24.382219734944638,14.870218341436196,1.587696556020889,8.179684755267287,667.7761288282672,0.0,0.4186422314639471,34.990731998022895,0.42990765059810276,0.4427880028686109 -1997-08-07,17.69617587683797,22.917932848659305,14.971743516557716,1.1007091913070128,7.342352989188361,3198.081180298858,0.0,4.415474509507618,31.154655984904053,0.5690791077753641,0.9605554018698546 -1997-08-08,11.500755532707212,20.15729159144681,14.59612987906806,0.7164866188902672,5.882146394971471,3183.1206341002867,0.0,3.5205369707364103,41.561094361305834,0.6181346160093503,1.1613301825317726 -1997-08-09,2.6245158738526517,20.31351279291269,12.971842973784803,0.5706788560632068,6.619635522129127,1510.6535589572386,0.0,0.8122466301231275,46.48265284217184,0.5720652585278808,0.8796479149109911 -1997-08-10,0.9750011039302372,20.228972917016886,12.72431899576381,0.7252825660437503,6.662677539025138,809.2096033439482,0.0,0.2639902432942641,42.46446376796589,0.5060403471020112,0.6128058635743122 -1997-08-11,3.4238130295183,20.939264299671265,13.250736678241324,1.179374338287686,6.867818266521938,964.9741543534385,0.0,0.8358648398385924,37.718056789613236,0.4792749207453649,0.5261805852491795 -1997-08-12,7.916371432406177,21.22976482522516,13.72247159443666,1.497021772453606,6.862917038111835,1661.9160027317082,0.0,1.9432569727390616,35.62737277265761,0.5072551307119693,0.6384084119752707 -1997-08-13,4.980424465999282,22.613724225538192,14.91361657970424,2.0366443421927065,7.206760787988817,1343.4607614727092,0.0,1.242005733534623,37.637835661064265,0.49647386797197585,0.6046875918459051 -1997-08-14,4.137425405063231,23.095505789225797,14.984667392803988,1.5784833041605075,7.4551164625395545,1119.037089112858,0.0,0.9864984809037107,36.58626469035681,0.47440341016939336,0.5438321690470812 -1997-08-15,16.603691754868894,22.07252287915323,14.260823225382747,0.6869036247702679,7.145559539032025,3381.066329908888,0.0,4.536841862856797,34.82351562703417,0.599092137777741,1.0448103774604918 -1997-08-16,15.295542922667265,20.641971895540856,13.147997034480715,0.3839610824613504,6.753852427975023,4365.900773274119,0.0,5.2320237157222405,43.82846762250075,0.6887546820977637,1.4767753520500186 -1997-08-17,1.3557569767325224,20.94533870489495,11.960920547441859,0.12280737133330125,7.3036970459140775,1583.7419530435275,0.0,0.4567306886064846,50.3584577627142,0.6024355791221621,1.030855340279037 -1997-08-18,0.1015708761764572,20.388114161012737,11.731805789526966,0.15630792280351594,7.089608341497685,740.7523179683276,0.0,0.028288184432310057,43.896705980959055,0.512550128283921,0.675345670296453 -1997-08-19,0.2917451898076624,20.402569347532424,12.000113503122428,0.1976000605618192,7.016873841036912,489.36159336057904,0.0,0.06808261624422474,37.824381747572076,0.44402706530703234,0.44998487421122424 -1997-08-20,0.2658016474925891,20.471003118621823,10.844833005105203,0.2799531437643359,7.393469906761681,331.7472655206282,0.0,0.052858590808293526,32.97541920559099,0.387237710874102,0.3009675051429006 -1997-08-21,0.8460565283886157,21.980999408149973,10.955793177881102,0.17502528754181634,8.107574276874127,294.01092069478887,0.0,0.1449728492903939,28.62314308568949,0.3432962179783778,0.2179899583361068 -1997-08-22,1.4227732466886598,22.691496610876094,11.377865300255213,0.28240901710547284,8.352198194057074,289.8918495417014,0.0,0.21327854250802125,25.05366826953664,0.3084326129340718,0.17437602616899553 -1997-08-23,5.056621354287343,23.29907544981493,11.5198756326914,0.2027084840606566,8.617721962993267,604.9304774865057,0.0,0.7323107279995709,22.43602004150975,0.32027065332660504,0.22501572398796651 -1997-08-24,3.3328672269277013,20.007706884373256,12.16431384334317,0.12495959159747475,6.770760105220853,503.123005070509,0.0,0.47941169396023886,23.150145133809136,0.308509158822636,0.2194721732404518 -1997-08-25,1.0301003265757098,21.578439856166376,12.407930380129669,0.5284926129319844,7.52053477916856,266.0726769045122,0.0,0.1409238829294639,23.197556327119642,0.2822357922377691,0.16432381260514964 -1997-08-26,5.16126494543965,22.88916845235959,12.695952872377555,0.7583517424271732,8.11462087227005,574.4451659675756,0.0,0.6994896874867385,20.920147277588043,0.3038307891953428,0.2134747171348661 -1997-08-27,6.818317181072394,22.097418009496646,13.004179886934976,0.921240750892841,7.615707121790253,844.532906661189,0.0,1.0167870829881513,22.218295153297074,0.33825686913231734,0.293782861730426 -1997-08-28,13.553105172405647,21.641251637852946,13.152719812525346,1.2249188210010384,7.329502272002122,1934.89742326088,0.0,2.5740471717357316,24.952428249093018,0.44856338712794885,0.5831755429985702 -1997-08-29,21.801551571910743,22.241552552310566,13.332124404026251,1.2830203949846128,7.5957501594863315,4532.647598282233,0.0,6.121634657918541,33.076496599964344,0.6392920959563464,1.311729179655337 -1997-08-30,10.40832399165336,21.431034488762513,13.860262086432867,0.8825585562824707,6.977431273967951,3530.08401349371,0.0,3.5351235790179114,46.07963017897244,0.6580464105597127,1.392148833298617 -1997-08-31,7.775862678517072,21.301749125004765,14.319486332588403,0.6981852017402458,6.735174703064246,2891.590846350613,0.0,2.6822219534911795,48.03188569417078,0.6501224736718066,1.3146313758565633 -1997-09-01,24.93315673013303,20.54585034520022,14.405749498141875,0.6356327630645822,6.259606872929531,8020.782684760519,0.0,10.703076497434434,47.77047688583819,0.8469480942986028,2.4854647492578623 -1997-09-02,11.640877658531144,19.064001760246086,13.404677144947117,0.4858087581820426,5.800903481817287,6043.3976229031605,0.0,5.804141908595353,61.02736977196923,0.8465358692025733,2.501687083992924 -1997-09-03,3.227781698180234,19.39251688374597,12.345776606607965,0.485104663240617,6.4067558165959015,2976.9953044713147,0.0,1.4743582312843735,61.762750278429145,0.7570956837699233,1.8529735335135147 -1997-09-04,12.938922702347266,19.73353988894174,11.594792688454067,0.5103314200923308,6.846820163166533,5048.2619439006285,0.0,5.7059633825553,55.29946940183707,0.7949310546968829,2.075015898668185 -1997-09-05,15.216261069403085,19.652712681664482,11.001483533607724,0.567328575938645,6.991540236173643,6398.554016388125,0.0,7.207649592873867,57.03273742686281,0.8416519030481141,2.448208952038779 -1997-09-06,1.4813584167326672,21.426222016513528,11.037589179127293,0.6541774941110956,7.874783429232134,2447.9055949245517,0.0,0.627817256997317,59.54138808414455,0.7108736700944087,1.6892634139593934 -1997-09-07,0.19497306980698376,22.885764313632432,11.4587485946579,0.5616039625350784,8.491568451582893,1212.3082968769777,0.0,0.06479378330585867,50.411819739704086,0.5895348636215073,1.109496897801676 -1997-09-08,0.4120828163397298,23.266120994746963,11.525874353382914,0.7992388192039008,8.666754126668584,801.969249913611,0.0,0.10868478500372797,41.834587981281295,0.49214510393666755,0.7387791982111906 -1997-09-09,1.2233897287341808,22.057425170286347,11.421093329323364,0.8959394582366734,8.099575526676702,661.3812713479041,0.0,0.2657023181257092,35.10983372797487,0.42325744719896763,0.5213676385176707 -1997-09-10,0.4996525161577579,22.170958802437493,11.989119319368653,0.8359068256709246,8.007077238921449,415.5012229179508,0.0,0.09212721054907497,30.740845509399318,0.3639306448896993,0.35341355717986717 -1997-09-11,5.313727296076159,20.739332320737482,12.568760985304053,1.056316153383538,7.088965534424937,836.1851325138258,0.0,0.9178115516151344,26.584914279369332,0.37159757152911915,0.3698059826759781 -1997-09-12,2.4080588148438187,20.486805586117306,12.709041818103785,0.9717700489947992,6.908921938671392,562.2219074209557,0.0,0.40990557991481236,27.669950925916005,0.3503884436476805,0.3031404938401561 -1997-09-13,2.951751622769372,20.936870361073066,12.312486425701016,0.8225607510342091,7.284849842867142,538.4983469649079,0.0,0.4795295188870483,26.21874111170124,0.3398164851252199,0.2703456671357562 -1997-09-14,1.4031586405687215,20.532657501851894,11.427476797782626,0.6607851923555821,7.349014571647462,344.34880448139484,0.0,0.21194395127045107,25.24106978188049,0.310387216760687,0.20825392064767084 -1997-09-15,0.8119285712797292,20.35759859925238,11.037535547957487,0.4250015441586449,7.377109619902581,221.86412979083707,0.0,0.1098012060667094,23.05804534153704,0.27806903054122484,0.15228237010337478 -1997-09-16,4.64153885040832,19.900866961217137,10.986635278276232,0.7553935853246201,7.164011564892789,507.8756259130034,0.0,0.6142854861788969,20.67669379635148,0.29494026398250506,0.19266270565941226 -1997-09-17,3.855207151832728,20.853576920167285,11.71387842801992,0.6159142864615573,7.441483471061145,509.8242398210107,0.0,0.5330561061076673,22.011129750533918,0.30132530736582774,0.20658003312857862 -1997-09-18,8.64959154303895,19.040873423266703,11.523152896073851,0.6796956831756403,6.554281721459337,1049.5061862572777,0.0,1.3491394723424666,22.351526700599365,0.3611420325463243,0.3399003075503766 -1997-09-19,15.675641395540907,17.438361930594766,8.825636130107382,1.067460929161007,6.563164421425236,2485.2008024137185,0.0,3.341930180904999,27.21058991386158,0.4995955507671952,0.7301173646432222 -1997-09-20,7.753865981763167,18.062575396732484,7.935780940803507,0.6207784713522889,7.090163584772619,1980.5150699405701,0.0,1.9980144834199978,37.33629258916635,0.5252698107908785,0.7794993102556349 -1997-09-21,3.5088065104613926,16.688600119761187,8.381173111199741,0.4470988871925332,6.32854816431084,1216.1879888408678,0.0,0.8840813510485881,38.72472460761191,0.4919920355685662,0.6420318605718073 -1997-09-22,1.368517694508706,16.20240379863261,9.244233283603972,0.8824275416914893,5.831175984926535,685.7565282867774,0.0,0.3162917513706798,36.976775769007745,0.44669670013730417,0.46609265739893324 -1997-09-23,0.8686818876736367,16.630153112298586,9.899896514537984,0.6619367399790436,5.840013247426301,444.5320450264826,0.0,0.18093010277728394,34.02619059200988,0.40650163241591253,0.3309536946056809 -1997-09-24,2.973167271335565,16.456815177467934,10.326896661567153,0.5082132052858868,5.5994489822261055,605.9006037381364,0.0,0.5790474335426934,31.022092397132404,0.3960217524130753,0.3036038262792436 -1997-09-25,19.942651434504022,14.715870441615687,6.891431967155755,0.6061333945847314,5.8046506088174015,3522.0374093869996,0.0,5.03618271985345,30.389994523793092,0.5863412384662632,0.9644650391960857 -1997-09-26,4.885680366712245,12.635581908320052,4.992396220141903,0.4287783382526104,5.341058176786519,1882.7044015730712,0.0,1.4697770279752067,44.287099270558585,0.5728295813264948,0.8516166759058115 -1997-09-27,9.624407372085976,11.507484566366742,5.487276236375026,0.22048284939414325,4.686528110772972,2651.7547820159466,0.0,3.045421688709631,43.7657012913343,0.6219586083651489,1.0180728715729341 -1997-09-28,0.4557863316987034,12.939877209019015,6.746623560187698,0.6865121378480652,4.999597396553643,940.7417238362019,0.0,0.1429035835503707,48.05933169475107,0.5651682689508245,0.6844767716520481 -1997-09-29,0.2916645104568024,14.947877961244549,7.878074321501961,0.8523335855985708,5.648330212289715,520.6553394773586,0.0,0.08061904108404627,43.53361057559619,0.5105347748133837,0.45783764791203807 -1997-09-30,1.818871376015636,16.271837514121074,7.835710881494241,0.8321746438389872,6.309079663346907,597.6425717804048,0.0,0.4491218465758138,38.90030775676013,0.47435086050956193,0.36641622635415894 -1997-10-01,1.642270501230261,16.56868678430119,8.126685726975623,1.2505338484371085,6.3771550547875515,504.19604991777265,0.0,0.3661261452348905,35.70580116846767,0.4350797415912036,0.2942678561179105 -1997-10-02,4.532613345637377,16.24215592994542,6.885437619791322,0.8053666608983026,6.543042012374337,843.8686742284476,0.0,0.9629343713051393,32.77743788822659,0.4346368292624461,0.3381755270212394 -1997-10-03,2.0334067717473348,16.908757863957373,6.687228007951617,0.4876833798446336,6.897340389691332,546.8747146984059,0.0,0.4119669715217116,32.628554166803895,0.40378837069719137,0.282864431165034 -1997-10-04,7.381512286851593,17.533259317179045,6.085682763456893,0.5123106378934982,7.306423035749293,1196.227050702134,0.0,1.5059673361306993,30.136451410799893,0.4370588686603103,0.4134372243553942 -1997-10-05,9.71430162084875,16.54860479510807,6.952587376570497,0.6676607484288816,6.68013479567942,1802.647947613276,0.0,2.2105458459191514,32.268545257126576,0.4890717339431598,0.6057164625207857 -1997-10-06,14.006120637096961,15.749015504467476,7.409908485021808,0.7196764183333292,6.194884614092712,3052.054738464241,0.0,3.861709749520122,36.481811127899334,0.588150212949577,0.9822953060961364 -1997-10-07,6.873285307398963,16.43698253457293,8.262816986400173,1.0062675641149477,6.2978646947979975,2251.844958008477,0.0,2.1095997590756825,44.02413437647371,0.5929204698855999,0.9606458044248878 -1997-10-08,6.842175093360118,17.215899898155502,7.634919790830763,1.0621295684699623,6.839414828928566,2145.569237418588,0.0,2.1123959574980935,44.25884876477638,0.5952923206282306,0.9469787588810035 -1997-10-09,0.099380441922914,18.112880848851248,8.421521415874157,1.0813928411641631,7.074441011067914,767.6197897713229,0.0,0.02766135901710569,43.876260054990624,0.5122864300174337,0.6206505145762212 -1997-10-10,2.4251062156218266,17.891027984157898,8.209908479781914,1.1816035040583748,7.025509548362451,797.7986085554542,0.0,0.5848423273887944,37.81847942980215,0.4688105184696981,0.4930651985244614 -1997-10-11,0.8681970949167213,17.53275930780885,6.845833397922567,0.8660367250307829,7.179616706820803,476.6833995126474,0.0,0.18527244836234158,34.75350215985659,0.41496867211435573,0.3491727374329381 -1997-10-12,9.48420715923775,17.79333348206521,6.599199428323987,1.055146543326832,7.354039301540001,1578.5726380563337,0.0,2.048008717291344,30.763916577919307,0.4688633841650413,0.5391346230014493 -1997-10-13,0.6324597308210435,16.143858283676813,5.551502919277848,1.1279017303886107,6.8360252936894055,557.840549024561,0.0,0.13334130293609892,34.507219614380276,0.4093534666078141,0.37125448344441697 -1997-10-14,0.018523092759176463,16.463503128080227,5.2208699181224025,0.9483016384172474,7.045502796098662,260.83231528764077,0.0,0.0033653940853657915,30.58226398680327,0.35647844560246744,0.24218165072741787 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-1997-12-14,6.714818086379157,10.15998115621492,-0.15162285184064803,1.1006528397107729,5.517118006713298,162.81337720676393,0.0,0.24469680752466516,3.3544012404446018,0.11729958594606783,0.039385454937375775 -1997-12-15,0.8911704752275172,8.998250730471225,-1.3886673041433122,1.0604663997664017,5.247023038876033,70.3098326226274,0.0,0.046559112032130145,9.102558310788167,0.11642017227036779,0.03272739266365721 -1997-12-16,0.0035382926184358045,9.425868649531893,-2.828209300106516,0.8938678868255536,5.566711075167577,25.21859847489674,0.0,0.00017556728981277595,9.081350972024042,0.10583280734282999,0.021330727150081857 -1997-12-17,0.02450611533316339,10.223446989157964,-3.3469906443457473,0.8969565278914842,5.897816810746199,14.891280163708725,0.0,0.001097107660890783,8.207328246816333,0.09589529544604089,0.014052351679260883 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-1997-12-31,0.0,11.354995562465547,-4.0270861017345885,1.24705424821403,6.354571527277306,0.2107684822245027,0.0,0.0,2.3585828506619917,0.02747589289917851,0.00020210758457392573 -1998-01-01,0.0002115118966606412,9.868198125080138,-4.168338489677027,1.148293457333459,5.840171283748938,0.13377286521471404,0.0,2.3741075992435084e-6,2.1030877797988294,0.02450201232376602,0.000131924031455376 -1998-01-02,0.012732035628548796,10.392705945323774,-3.567810948666252,1.2468644055535736,5.983041123517023,0.17035539401820757,0.0,0.00012904520809314465,1.8940219566526988,0.02221239269262735,0.00010552538334049322 -1998-01-03,0.0028671868699373638,10.962506963557573,-4.532400121841481,1.5998578135857648,6.24459479661628,0.09330042890835506,0.0,2.619313695262143e-5,1.7124881174636761,0.019982727599617594,7.268035690891621e-5 -1998-01-04,0.00435133820434484,10.835605029584077,-4.8600914250424125,0.8331852181155327,6.216864481132944,0.07265601078175322,0.0,3.558627428078016e-5,1.5330389099338504,0.01790955521881733,5.273003233944707e-5 -1998-01-05,0.0680889111183324,10.609862066270862,-3.8367295008291697,1.2335156503758338,6.078638788190949,0.3702236765934159,0.0,0.0005107979065598622,1.3747844704666932,0.016808497733449817,0.0001121012999356211 -1998-01-06,1.7819877333924057,10.624895528800367,-1.8726638511065496,1.5789554490091258,5.9176070568468635,13.68428982371572,0.0,0.02079058777745435,1.2936903576259997,0.03582956680849801,0.0032386468020174416 -1998-01-07,0.0073411929587889205,10.521789646868397,-3.268191448935408,1.3812094530422896,6.005753975266806,3.387356829594749,0.0,0.00010870195006888825,2.7648450126340465,0.032294091878125195,0.002124758329444903 -1998-01-08,0.004216019354406417,11.663782256188714,-3.091388284569036,1.6661950532008583,6.403202377428562,1.5192846863634013,0.0,5.6100124866351533e-5,2.4880697228125155,0.02903344103714995,0.0013916598815945356 -1998-01-09,0.007174514229927331,11.660380883320489,-3.188234305391987,1.3661662885530783,6.408443018393006,0.9712833012362605,0.0,8.517897475691667e-5,2.220153346443787,0.025946861156075467,0.0009188749321431584 -1998-01-10,0.0004723003211590794,12.56546708155529,-3.751205085256892,1.4300710111461885,6.769400044239002,0.6069802117530636,0.0,4.999766495704795e-6,1.9840851877000856,0.023118750726873995,0.0005989056820129569 -1998-01-11,0.07548373721894147,11.29198085464767,-3.676499441124887,1.1275772780823852,6.3081521827754425,0.862076446541018,0.0,0.0007217857744528655,1.7557630891360752,0.02133278534555988,0.0004997619973879357 -1998-01-12,0.04197631120561898,11.487859028924547,-2.570176274758021,1.5725053419417114,6.296892397173111,0.6091645613444447,0.0,0.0003703477207427641,1.6345774938203854,0.019530716410354438,0.00038171248304526723 -1998-01-13,0.0247164293648764,9.542242977324973,-3.450897899148244,1.5570465026947349,5.668749892120188,0.40299285007532093,0.0,0.00019870089625529871,1.4968867675729385,0.017725646763850928,0.0002787320328012223 -1998-01-14,0.01868419275790536,8.54800000852309,-4.806458182170617,1.839243018852748,5.4224705962065585,0.2847886061404525,0.0,0.00013770584853325246,1.3748562345209823,0.01623380222570665,0.00020240920268957803 -1998-01-15,0.10351423448528976,9.156880850116004,-4.155671796696935,2.0291692588416885,5.586582181847933,0.6147568169440627,0.0,0.000725603491222665,1.2650213058531619,0.015942512226994644,0.00024224272845955078 -1998-01-16,0.0017380174066311538,9.841212397532573,-4.678391386138746,2.122877360420996,5.856761489142584,0.2079425980396518,0.0,1.1464013025430653e-5,1.2385119720274433,0.014448072438215774,0.00015943419615773802 -1998-01-17,0.012163079185291395,9.488706611872008,-4.753473795939882,1.5052248727074216,5.738833495279064,0.15520377248991238,0.0,7.265677146532125e-5,1.1167566481055555,0.013151150280816792,0.00011484723509174327 -1998-01-18,0.0289604558259034,10.293911602412788,-4.0645006686574,1.5812326613129035,5.9747014677662715,0.18320446589812792,0.0,0.00015915346814094136,1.0188042021367074,0.012205748684064668,9.899361889307956e-5 -1998-01-19,0.08043394115961397,9.56238008504116,-3.6734674991047696,1.5153200119062993,5.688728255150691,0.3482808688978779,0.0,0.0004198510006740708,0.9413868132773657,0.011903519778068517,0.00012836871043099535 -1998-01-20,0.28269219562579245,9.10862921505413,-3.266072156292449,1.2675128852107216,5.493419483513747,1.1541869781526048,0.0,0.0016005116062603464,0.9230474344703233,0.01404605012349582,0.0003272635332681875 -1998-01-21,0.6700428255903212,9.895879827252411,-2.1566641809907567,1.5962708185419667,5.668478227309181,3.6369803608974585,0.0,0.005096325387744516,1.0931378390049469,0.020539860657735536,0.0009890240061022804 -1998-01-22,0.1440572966748956,9.427583884875421,-5.189328997495348,1.6938013702960055,5.737029337517112,1.7817513504014542,0.0,0.0012783262898019288,1.5930425944497353,0.02023603730957296,0.0008384522059380386 -1998-01-23,0.0,9.61882189473607,-5.555809573067632,1.2321979685232949,5.8185161514116075,0.6432163269332013,0.0,0.0,1.567463191592837,0.018259884643662794,0.0005457929788119841 -1998-01-24,0.012361393931253522,10.816103023856122,-4.75215509306115,1.3124582522897137,6.189451253082272,0.42349732422129427,0.0,9.337130692050298e-5,1.4122837468818072,0.016596151073229516,0.00036950273777182065 -1998-01-25,1.0172430285611929,11.613805940653727,-2.656032425498537,1.4434378323527757,6.33584731203666,6.565200051921432,0.0,0.00967281795771524,1.2746692949155602,0.026699226408976887,0.0017133583444247794 -1998-01-26,1.0299929689843814,11.312705700702347,-2.1954025713088465,1.443812014995001,6.185008661151255,10.881980211442874,0.0,0.014091319490613374,2.0444108836597086,0.035814722794393995,0.0032609273152097136 -1998-01-27,0.08579291587179169,11.248943086035226,-3.17072956970883,1.0009248084520517,6.240243855645925,3.8204612097752784,0.0,0.001281484809988992,2.7496731425988195,0.0330312593089227,0.0023178354120701487 -1998-01-28,1.841879119790864,11.047262117642346,-3.0997166016423847,0.7738453300415882,6.160868179579094,23.935023622812853,0.0,0.03411544652883247,2.5334796847248993,0.050969966933580954,0.006703382630017679 -1998-01-29,0.4975594887646072,10.254662911498977,-1.2290666545348974,1.0712400067053218,5.686632495617953,13.62117779195423,0.0,0.011127318729876268,3.9135102005729836,0.051385974557152055,0.006057885691546966 -1998-01-30,0.215986349806614,11.27547827655304,-1.6446848532139386,1.441732137230519,6.111911250272584,7.841303303391349,0.0,0.004744252726103765,3.981210881061894,0.048894505257554975,0.004665781428062984 -1998-01-31,0.061526573572971775,11.421834840755885,-3.1005704411102197,1.2489932499950664,6.290397386791032,4.18918025142734,0.0,0.0012508850252557421,3.757869654783666,0.04449337943774122,0.003227670142123881 -1998-02-01,0.0771894579141508,12.084859845287681,-2.7066131152786426,1.3453550855132417,6.499251443703357,3.13028657709284,0.0,0.0014261895802003821,3.408344829107159,0.04060411392363531,0.0023182199944391667 -1998-02-02,0.13150214906036845,13.194241043631179,-1.29637138586218,1.3132579253284935,6.791094562641972,3.054551342128006,0.0,0.002228230655708152,3.098296263521207,0.037624964179282794,0.001848333294599838 -1998-02-03,0.11740450067866068,13.253167908060332,-1.2331578401557999,1.4522079742192298,6.805407499429585,2.535048706032204,0.0,0.0018305292300445364,2.855114077176054,0.0346278283432067,0.0014819032204544437 -1998-02-04,0.2419742471213307,12.957141594584119,-1.2756391224120711,1.2150598195206916,6.695469819024298,3.4044502602149604,0.0,0.003556384779942967,2.627173352976935,0.03342362645862063,0.001506161467607439 -1998-02-05,1.8748115530597276,11.172924638325664,-2.392704542798251,1.3402771648474463,6.133521387466779,24.04138981955086,0.0,0.03497237102114292,2.5412750689595742,0.051444418425259715,0.00630550045398482 -1998-02-06,1.785077768853753,9.231265934559733,-5.070210402598308,1.1982840747159316,5.640278850999639,36.576105586886165,0.0,0.046577113019034666,3.951957360495525,0.06683257394523279,0.011196637969011786 -1998-02-07,0.5418182856657858,8.401543967034543,-5.01513230802132,0.993171997879596,5.354710693331243,20.559227818178094,0.0,0.01593820852895833,5.180601511512183,0.06666231522342782,0.009715312776502373 -1998-02-08,0.7154046313297507,7.976474646601162,-4.7057136527950165,1.1035022775939545,5.188774290048277,21.47591037961097,0.0,0.021444455548572106,5.19548264007919,0.06885783366175423,0.009589447149940027 -1998-02-09,0.17711021370259875,9.091362989319393,-5.220082358717876,1.1874411843970836,5.595106194827429,10.98757922081833,0.0,0.005229504153052705,5.3831746678094845,0.06477355325909706,0.007038548652368431 -1998-02-10,0.0047103532617567044,10.434546341910814,-4.870533323674266,1.2529792117947751,6.031954059897168,5.069826100989468,0.0,0.00012761178793205697,5.025554437520128,0.05859917814938725,0.0046011951408025395 -1998-02-11,0.009203121205909798,12.657451471834555,-5.0453053476246215,1.0160691548698415,6.807418282771095,3.1784377853553014,0.0,0.00022346926638780462,4.50951084146676,0.05263995744121076,0.003029188277567392 -1998-02-12,0.07954735769584664,12.626236188053081,-4.293842624287556,1.5306881798192018,6.763513522241356,3.11232867428897,0.0,0.0017222375862765427,3.991558028199451,0.04742562065722332,0.0022340953116465672 -1998-02-13,0.17474806982104707,12.613721724184876,-3.706682819200167,1.5871130714266306,6.726779775476738,3.813255760039381,0.0,0.0034564404697052797,3.599755469018706,0.04397041000769733,0.0019805851682532316 -1998-02-14,0.13829347774110642,13.780387124686088,-3.519778884989784,1.289751445600165,7.133478856850328,3.1482864556545427,0.0,0.0025269907682316795,3.340185714311011,0.04052192684519002,0.0016740395322477099 -1998-02-15,0.5204243137590266,14.017915903531152,-2.4469535722218247,1.7711484215937563,7.155012523281654,7.289998522712257,0.0,0.009242571112621278,3.0543644165973407,0.041643867742400476,0.0024970390462787915 -1998-02-16,0.01555599242287884,13.296745493256127,-2.3617875003114213,1.7264735951725685,6.880630221945998,2.345013085441311,0.0,0.0002620087120689188,3.137513741825655,0.036731127039924955,0.0016653497553097327 -1998-02-17,0.0016295108659835596,13.125896237564447,-2.1621886616425225,1.632274455928877,6.800034416743782,1.1572680910569906,0.0,2.4258857321986715e-5,2.782538906512429,0.032433676530673396,0.001087758188666899 -1998-02-18,0.258542348792966,13.251773912531993,-0.3181889745328786,1.6278810526891685,6.674661602445759,3.0519459490918766,0.0,0.0035798976788107284,2.4611098404222322,0.03168210616511515,0.0012531717629344458 -1998-02-19,1.1330064872009815,12.914541084792635,-0.3823951628570328,1.3883444103397808,6.5496191028373945,12.815569177638212,0.0,0.018050944169851535,2.40994187852863,0.0412729490578565,0.003564278831625904 -1998-02-20,1.0199024134618913,13.040122977361856,-0.5797818472026212,1.0287821067541922,6.615815554543709,16.450457024423912,0.0,0.020003400344970723,3.146227926569463,0.04853259701883759,0.00536599120723782 -1998-02-21,2.2695708933197887,12.2307072476141,-1.0506458783296826,1.0651872991799316,6.356133275810241,43.29840577198504,0.0,0.05903279868285427,3.6941859811054805,0.06947372873183456,0.012481623754108353 -1998-02-22,1.070173886873958,11.849272559779378,-0.5925342653632951,1.5445840261584594,6.159188541305255,33.72933317752959,0.0,0.033808798863358414,5.311668267811737,0.07434413910556145,0.013272839505516349 -1998-02-23,0.011273098421192607,12.31153225531852,-1.2395187702989572,1.6446780213761516,6.399537841762801,11.09831517921106,0.0,0.00034766166976262294,5.704882755581602,0.06658934452758844,0.008692931319795535 -1998-02-24,0.01740887456320066,13.914962560776004,-0.7878485512675694,1.3396545856877016,6.956160428363621,6.159882182522354,0.0,0.0004781313052740106,5.087283210970109,0.059466205728593034,0.005731492275985759 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-1998-03-05,0.34183314463898506,15.741347562325974,1.0382647485702048,1.8094856096751224,7.443741797975483,5.461110726674406,0.0,0.005631653963465322,2.9062901314028307,0.03783843642838539,0.0024745413281036066 -1998-03-06,0.31597641231053963,16.097760769844115,2.3400381748250743,1.8196099193823891,7.424466687519351,5.256711513759329,0.0,0.005062009017212987,2.8351227534961096,0.036708171252111725,0.0023815757541211335 -1998-03-07,0.6785646046272018,14.666500487192106,2.7350405855610083,1.8774451945102908,6.777931560627438,9.205707755168405,0.0,0.011229662262207452,2.751565901531268,0.03995869739787295,0.0032601758549604624 -1998-03-08,1.3246504465208897,12.820240424493868,-0.6168500768221803,1.7129122713665204,6.483938196155399,19.953471076073605,0.0,0.026261797973413437,3.032780000652027,0.05076111371221882,0.006120967955317993 -1998-03-09,0.0022333227754727297,12.426024374059955,-1.6667026444349098,1.5078700492231032,6.436147336438053,5.589796668039697,0.0,4.644774409912674e-5,3.8734091241546476,0.04514860979230563,0.003991534808620904 -1998-03-10,0.058242178092116965,13.873259370154353,-1.6473845850198348,1.4894707259118305,6.964200533522396,3.431244521502662,0.0,0.0010859003694383487,3.448824393148954,0.04085495045241393,0.0027636459313230286 -1998-03-11,0.053512273731952456,13.715863161609327,-2.114042715046912,1.6937740447971068,6.937640887899275,2.4532493632665147,0.0,0.000892920387486798,3.0895722970053106,0.036614806647304675,0.001934963929870614 -1998-03-12,0.029294109580097226,14.284113471929047,-1.7181934665016634,1.551329876968087,7.11383664832388,1.6017741211756533,0.0,0.0004364192097306638,2.770679024844115,0.032617790780775036,0.001326021846860625 -1998-03-13,0.061784496763240424,15.331465715139913,0.2788981878342517,1.8818764135874229,7.33150601719555,1.4300589887840625,0.0,0.0008223981027566801,2.460088582006469,0.029378113471040482,0.0009884001595550852 -1998-03-14,0.3505017060964689,16.227377702246606,1.833775041457808,1.8918338690422776,7.5081106276043075,3.606534836861748,0.0,0.004459531479373724,2.2066006857388296,0.02978851110978786,0.0013224315966087448 -1998-03-15,0.017848278493926718,16.544603573119584,0.9929120007665364,1.592688908513109,7.723790338153708,1.2626737154008731,0.0,0.0002133315502271145,2.2297043371696645,0.02618246585482837,0.0008933236951357889 -1998-03-16,0.013150161966983532,17.385060629179858,-0.22285722714124534,1.5266770686364572,8.155874873309191,0.7038311515373875,0.0,0.00013737204783541637,1.9517476134690483,0.02288972838946985,0.0006024286629738313 -1998-03-17,0.05718526537818978,17.718735852633046,0.13755948851073727,1.4944683217358603,8.252175487873197,0.7449826641829752,0.0,0.0005244662871476194,1.6920208090702824,0.020377066146584268,0.0004720104855078409 -1998-03-18,0.1834830370226832,18.61192978550881,3.0252767332297297,1.840799397779782,8.314791527784545,1.3572349407042494,0.0,0.0015595909739980485,1.503541524541985,0.01965269363288404,0.000544727406905125 -1998-03-19,0.8016496177914039,17.77931973532882,3.1630987245207836,2.2317066530143346,7.949471272160129,5.611734061512465,0.0,0.007905495505656335,1.448331073673272,0.026210751293537022,0.0015583204168263499 -1998-03-20,0.6112515544400616,16.89922242157042,2.894378268655156,2.081322146008101,7.618928228861636,6.2791327916891735,0.0,0.0073464447120645815,1.9452090741208476,0.02978103500226474,0.002132998085338102 -1998-03-21,0.3310760692441078,16.525802794351893,2.6176722915126795,1.7327853263576902,7.4991116471516435,4.611480275678714,0.0,0.00422663387751776,2.224318533312872,0.02976861652126735,0.002032048949756385 -1998-03-22,3.14977188357056,16.285764318104224,3.519900503676678,1.5340110703522,7.267239292478256,43.63258891371482,0.0,0.06433872364056636,2.228608343633316,0.06265448722831014,0.01111928949800698 -1998-03-23,1.9890390609759812,17.355341949401605,4.1882609279526,1.8714917452386688,7.60762195221592,51.00759055231054,0.0,0.06125750976057587,4.707174805643643,0.07800635664657497,0.01656549566319658 -1998-03-24,0.4569253453149647,16.638478688921527,4.722910594024379,1.6165217300647097,7.209749833921314,24.38449833889532,0.0,0.014938896508231603,5.818560010568076,0.07310515442788476,0.01305802678130279 -1998-03-25,1.0009446051307411,15.262448083818967,3.1351873457592743,1.2803488871273432,6.8910190898850505,30.858474275095993,0.0,0.03245149701671002,5.496732501347644,0.07569353784665048,0.01344138152796314 -1998-03-26,0.2643756203894923,14.260161883478636,0.9323799384246266,1.2726270528485413,6.791267472825958,16.184557184072975,0.0,0.008369026715104255,5.726479913806152,0.0697894097660425,0.010024015581188359 -1998-03-27,0.07802930848051685,14.35471009719799,-0.7025440812562659,0.9075974437672129,6.9954287581050005,8.626601436497753,0.0,0.002243223831913263,5.29099936021868,0.06254554790491819,0.006866726981749557 -1998-03-28,0.7230505208694562,13.749174382617696,-0.27725925369879034,0.9196841945821658,6.723053376078565,17.593079742059956,0.0,0.019817645405497242,4.724021002676847,0.06345469431066068,0.007487445804247998 -1998-03-29,1.3312444086225597,14.52306238567146,2.3349651399818603,0.9032783767448079,6.695505404637185,31.773281098808678,0.0,0.039398011350089135,4.817997708878276,0.07163450619686698,0.010872904555999771 -1998-03-30,6.343780374156588,15.014598372199814,2.4126342205183415,0.7827247644737532,6.8780427127059705,204.38676305022582,0.0,0.2984055238631784,5.440703167366441,0.13728125241313427,0.052514399135717614 -1998-03-31,3.394932753282477,13.223721191986822,1.3026877923766562,0.9343294129781404,6.319948561563579,199.43407258493244,0.0,0.22619123968542354,10.368340898728746,0.1603328170976088,0.06862536338290605 -1998-04-01,0.3651024761602951,14.0274550410365,0.9658438160731736,0.4578559643327248,6.673052487206523,75.50670038655316,0.0,0.025056721334216214,12.234246782031478,0.14677388615806236,0.04848714215151076 -1998-04-02,1.0145939169050104,15.252658602711675,1.6685981601475288,0.8727588219033605,7.060350824321258,76.6171355573716,0.0,0.06506188748037389,11.12679959296953,0.1414390118330855,0.041469484160741296 -1998-04-03,4.978683732802456,15.383595322995227,4.082775881684743,1.089863819478913,6.747783020189339,267.7582795214304,0.0,0.36250518575806634,10.642350380268923,0.1819744683315651,0.08219145487478585 -1998-04-04,0.9236054235888466,16.58218076404644,4.012862712690247,1.311733750193886,7.258001517170563,122.56193266331321,0.0,0.07306744807673893,13.758469599181407,0.1710362308239945,0.0646283725063176 -1998-04-05,0.9262779809447316,17.020108782443188,4.492646306176498,1.336792630849592,7.359895002663391,92.46148595808425,0.0,0.06813817822060486,12.805168053233572,0.15996204690458046,0.052445077194552644 -1998-04-06,2.8937625424680578,15.833319510682326,3.8185631184386493,1.131257987762814,6.968761908911738,179.0908294071883,0.0,0.21517990907756168,11.95648268327844,0.17299529979819295,0.06690360030399702 -1998-04-07,2.2451636827606745,16.366385142223773,1.5322588681716718,1.0977929085303169,7.493234922175821,171.7904258998398,0.0,0.17669537980069094,13.026157777310068,0.17790055276118938,0.07045558119061664 -1998-04-08,0.0790532252175295,16.239353941025367,1.7946283036996955,0.9321161800951951,7.408585567100772,60.90183617607046,0.0,0.005826120869874385,13.252706316457601,0.15530596994795237,0.046750384913390494 -1998-04-09,2.2358493568998914,18.189730900203603,3.826226980056018,1.3245813094006178,7.931570403164315,134.40945769945606,0.0,0.15734340403912883,11.599113360204335,0.16116794615571448,0.054390160979696275 -1998-04-10,1.6152906291142644,17.830505047336793,5.8045303831716275,1.3583816907615451,7.457121638598863,118.85577459761237,0.0,0.11365252929967062,11.907962300672928,0.1575367382337436,0.05271071501331245 -1998-04-11,0.03213254483762645,18.267946981398786,5.337809349405787,1.3601624371285643,7.724046735725293,42.9754483736727,0.0,0.00208543094682595,11.753296618586317,0.1372922682678732,0.034629735739390176 -1998-04-12,0.9379023744566544,18.7718173843758,5.801670002863617,1.353382475857602,7.857868739039945,59.11037965050134,0.0,0.05494464308141378,10.19580501782356,0.12970015100178603,0.03090846396468126 -1998-04-13,1.0813281102743464,19.22531537659301,6.490622530871781,1.2207616385009763,7.929455379134175,62.6630957272807,0.0,0.06017831120676154,9.608829368975995,0.12453309490179437,0.02928299422718818 -1998-04-14,0.2362497581821676,18.310308730122077,5.228388697908033,0.959015783707272,7.746986539845012,30.675718170438003,0.0,0.012054992963601074,9.214531385604001,0.11009519994066032,0.020897403705999695 -1998-04-15,0.6165154936256592,18.00819563146647,4.149160896710606,0.7621298567181017,7.783047310272874,33.22556113209062,0.0,0.02853074332202077,8.180369762426064,0.10247775568867562,0.017947454784659537 -1998-04-16,4.431561125596447,16.256327866738573,3.2943652269958665,0.0906613371136429,7.1831326010601,169.31115044739067,0.0,0.23865351715318361,7.610945356974416,0.14028704493459332,0.04802147310407542 -1998-04-17,4.556360578122853,13.677840844677618,3.034641742883364,0.1318065188921959,6.170519997278161,256.35655279201956,0.0,0.32318671259711973,10.53035711530521,0.17575004389963483,0.08046967335032841 -1998-04-18,4.189557790742639,12.575770670709069,3.359876704502,0.496737619539377,5.653414835341647,310.01913407648,0.0,0.36404820271802674,13.443598022515292,0.20541432346276042,0.10781369215516548 -1998-04-19,0.9522131582963704,14.44975445699334,3.210101007386903,0.6694923439575187,6.448610883946771,149.78105897583066,0.0,0.0872079721417125,15.858736388768246,0.1958361772871362,0.08346034841486011 -1998-04-20,2.5606389405036314,15.825366485888438,4.136001561667082,0.6480179867838654,6.856695009126318,212.67232096241307,0.0,0.2320062415271913,14.887847920204578,0.20326305522953486,0.0896551418383382 -1998-04-21,1.8981679233214093,15.175080044658039,6.120229306387235,1.1975480809192574,6.176205106012693,185.4238451458128,0.0,0.17314189947018988,15.322778902501174,0.20061236792082404,0.08472469553181208 -1998-04-22,3.229247604742726,17.27719142681157,5.009705073821031,1.5379090096664023,7.3100832482921865,267.18678691450424,0.0,0.3075725705797989,15.331235834135994,0.2162170622840212,0.10198426231244044 -1998-04-23,0.9645843613420844,18.383407535665466,5.853957772103052,1.4503702729226715,7.6324500547191105,143.86666872478375,0.0,0.09000645285084796,16.142533458537503,0.19928633709039045,0.08009177359983839 -1998-04-24,0.043649769061998515,18.773469530721236,6.159054311732887,0.9924689485920759,7.743026421182523,61.14184430734087,0.0,0.003604895656437339,14.791421131530944,0.17281852918671353,0.05268487891826678 -1998-04-25,2.123445123105993e-5,19.292684746873782,6.7516270454136444,1.0953911386427702,7.858019326321396,35.00000190319522,0.0,1.5057829480232752e-6,12.811764402572898,0.14924862610245263,0.034295609264181 -1998-04-26,0.032651159679733026,20.584465647208248,7.4354018122905865,1.1362399147513482,8.299645834990974,23.670503572067826,0.0,0.0019873502909773452,11.048866742875843,0.12909217879095847,0.022627433177895964 -1998-04-27,0.11006317035441872,21.45144788759903,8.968693748476756,1.3269146749501322,8.387243877350816,18.598063766367716,0.0,0.005741375266747797,9.479097070734097,0.11170722270928901,0.015603604710059218 -1998-04-28,1.3241181713915322,21.31217807896053,9.412083807647676,1.315011846329278,8.2225282739152,52.31370676443509,0.0,0.06400953205116244,8.193537839860378,0.11087424685674374,0.019903610152271843 -1998-04-29,2.9542813784637367,21.319244210188923,9.801380474241423,1.490242628530634,8.133471206334931,118.51700002071105,0.0,0.1558688961848853,8.159791540786463,0.12947142268810685,0.03668965680518885 -1998-04-30,3.951497371122404,20.84325834254781,8.325410906028248,1.40439912105654,8.226854441537153,197.03839455716562,0.0,0.25078571801482186,9.538831937104325,0.15715320033953967,0.06206907254382767 -1998-05-01,2.6248442465531077,21.062335931452147,8.30567443379786,1.3761346947694857,8.326228903210712,177.71981232440004,0.0,0.18684031542859314,11.543706538581496,0.16505402123129387,0.06885324716010573 -1998-05-02,2.034076994015225,22.27256818767309,9.000043375716837,1.2134381765540792,8.737430515277248,153.37785906692253,0.0,0.14780241588391307,12.095545192305433,0.16460052941885792,0.06732532907394546 -1998-05-03,2.154323035104345,22.503185660663558,9.388086017167993,0.9820059185761858,8.761384198641137,154.964409899217,0.0,0.1556135728563719,11.9611412780238,0.1644355997843494,0.06752009025379987 -1998-05-04,7.0745214581690945,22.65654147596632,9.77071314326157,1.4697595101082523,8.749059192614583,453.9838471608917,0.0,0.6127579310534657,11.943343751397757,0.22154525015833584,0.1372538524703634 -1998-05-05,3.3547155269683366,21.36020738931453,9.819741144293145,1.3241530979832858,8.123913010631387,344.6693045004887,0.0,0.33530844822435535,16.05312141581122,0.22608815674838928,0.14040147171729558 -1998-05-06,2.447968789643704,22.30636304733261,10.312991984409905,1.4044037036421144,8.456164471233038,274.28582270538965,0.0,0.2459274806141738,16.593105134809555,0.22181561596904611,0.12884085118224156 -1998-05-07,0.9023564684378088,23.066865776854502,10.636488743153867,1.619981325402681,8.741414522652146,154.80735860592355,0.0,0.08418514708333913,16.170943053926507,0.19889237682721744,0.09668777089425476 -1998-05-08,0.8446968862038324,22.64654922025363,11.617103231512372,1.9663440478906435,8.29671348441763,114.72713493700762,0.0,0.06995368364605659,14.429509214165433,0.1779341568670925,0.07359067627451725 -1998-05-09,0.3096606782185999,22.444471233627674,10.337271681116476,1.9676442358207067,8.504233889868232,67.20928656604275,0.0,0.022646865443405217,13.040221169757343,0.1555170825433261,0.051352391314524556 -1998-05-10,1.738559886916781,22.917433225163546,11.046963737294785,1.644123469948951,8.562330849883903,111.80279599741907,0.0,0.1174421592267556,11.359759272780675,0.15258654759153112,0.05131029687634149 -1998-05-11,1.5628255882428206,22.993464923495328,11.490117476690486,2.053086967203494,8.487894653878875,107.45436463469198,0.0,0.10274578594510575,11.133816777817753,0.14790728497459368,0.04904515543666154 -1998-05-12,9.768485852662696,21.93085830605865,9.616955529281306,1.666381587147654,8.410166249303074,599.7877930351423,0.0,0.8593434196614016,10.810941586965239,0.23973639259648186,0.16277382162747295 -1998-05-13,2.6861584175479547,20.799357119544197,9.011904958568572,1.7708934247117214,8.012045513718345,343.2408798212349,0.0,0.2861785876068379,17.479250611882765,0.2349133585047712,0.14953302513491026 -1998-05-14,1.3492613606969677,23.81605607658485,10.242915970500702,1.8127298850317533,9.151810969581566,207.05314803975287,0.0,0.13660495262346117,17.273800307458867,0.21694605627503394,0.11813909338657737 -1998-05-15,2.706890707801589,22.328074318856643,9.782969063759845,1.7470817958047138,8.548664517275773,254.75452643057056,0.0,0.2577839428564288,15.591193733583925,0.21316029166858508,0.11615441075037285 -1998-05-16,1.2431423697609196,22.98242458238195,10.227658738569088,1.3023596040307641,8.755978454943302,164.69611477678015,0.0,0.11239959032421276,15.516384803420541,0.19523714145634546,0.09272556022584079 -1998-05-17,13.36278184862325,23.77812175373971,11.338117523661339,1.1052882273767577,8.883078709881978,1109.2622452453488,0.0,1.5938444832061993,14.162440966621705,0.3206502047979478,0.30304634973555555 -1998-05-18,4.546530117257066,22.24194251665892,11.884663243951938,1.3237000940210837,7.988702192777118,727.1227414628438,0.0,0.6687018617278175,23.045388246030146,0.32142716276418876,0.29908866755301927 -1998-05-19,2.987249508337562,20.53785820679859,12.274845418483642,1.6385902662996643,6.998173268765321,524.1168655609512,0.0,0.43393326504971297,23.545661624972396,0.3090904457299985,0.2607654154271366 -1998-05-20,3.1294707518617737,21.087038872304035,13.215274167989175,1.7614923566536116,6.9764312345036865,490.85626146707506,0.0,0.4477404525129063,23.1314578850951,0.3059220338431101,0.23792112774826515 -1998-05-21,0.8175404115511862,21.94066006855,13.161170425790115,1.185173579681433,7.449055076962064,254.73393467128275,0.0,0.10980134774633132,22.908020629303167,0.27638671838407997,0.17159434913994337 -1998-05-22,1.1101572129346176,22.62041129211545,13.383070257651866,1.3832578372800926,7.735295618955159,207.47930495857247,0.0,0.1335917249494516,20.52259259360879,0.2520068848259813,0.1320411700044178 -1998-05-23,3.047931074683281,21.804810562093447,12.303219315334767,1.0614520564694918,7.634611276149318,322.5462599553149,0.0,0.3493546105527665,18.622588039513374,0.2524468716815058,0.1391469961438288 -1998-05-24,7.3157480328801725,20.49945172519768,9.23247897693405,0.3926636977589891,7.788880370833697,724.9556463253022,0.0,0.9391112328166074,18.69358240652625,0.30299108523234486,0.23357171308895355 -1998-05-25,1.5908692154282833,19.64204069475629,10.255814261635619,0.9439572364419334,7.1246220225572605,346.31841337298573,0.0,0.21155909912987747,22.310410088187478,0.27843371714297754,0.18425720551529265 -1998-05-26,4.8484362885557495,19.737869350307406,11.183018831993856,1.0924978743555906,6.905580618486176,560.4568742562158,0.0,0.6489625882874641,20.811720026408825,0.2989234431549695,0.21875692176957656 -1998-05-27,5.357240018089012,20.795695899854298,12.04615649998275,1.042911119982619,7.1829102091735635,691.2088793775783,0.0,0.780624458265958,22.423917457077817,0.3236316702585431,0.2612620802844666 -1998-05-28,1.7222972144254811,20.23010478210353,11.702950872529446,1.059307362739386,6.994523676173733,381.25379081638675,0.0,0.24940822067386037,24.10993081943012,0.3009279621473383,0.2080454210052661 -1998-05-29,2.913017606163009,21.945166291188432,12.49450192594388,1.2025084952803216,7.634349792023785,417.2537351152649,0.0,0.40363324465908645,22.530766860012136,0.2964028576508109,0.19688691523621993 -1998-05-30,5.617607974635817,21.43720060233662,12.599945398609872,1.269929712021982,7.33765215260491,678.5233863478796,0.0,0.8045828814632152,21.90327434178884,0.320599640926222,0.2506737577865747 -1998-05-31,5.565455632912913,22.281655646534855,12.349953004938731,1.7099006974194944,7.842710022247437,776.4519240231315,0.0,0.8644692655007145,23.810395246066285,0.34220876843335485,0.294805050965138 -1998-06-01,1.795337569576044,23.26290506328669,11.8459411113155,1.5865812755715791,8.463277751336426,423.4667310203368,0.0,0.2720246414543537,25.11727855241754,0.31351375169927026,0.2333240025706783 -1998-06-02,3.5588162899623037,23.970897721155676,12.928506882921017,1.2681947478422817,8.531531752465844,501.8604359663402,0.0,0.5053044555821935,22.745384829183863,0.30642612895504606,0.22882302757449421 -1998-06-03,1.7468860025601427,22.56481173124959,12.901804581623935,1.035333470097714,7.820922188191782,331.3196675432537,0.0,0.23203688827663926,22.207648522888793,0.27905410441112016,0.18428408034568156 -1998-06-04,2.957376316731084,23.165031675452624,13.423131206147012,0.9287479330010401,7.974489326853158,379.78830152417055,0.0,0.37353743850281695,20.558464089015978,0.2739436150148944,0.1768368681629232 -1998-06-05,2.293733262392164,22.75778384330925,13.58817863620958,0.9144010465565852,7.708669079897432,320.065533235622,0.0,0.27875638463560426,20.122359428431153,0.2611322989218938,0.15755726741713663 -1998-06-06,4.54818255996142,21.909247021523953,13.0113260332534,1.0025987621673211,7.44121990809011,487.2619983879893,0.0,0.5614732189847818,19.299478919371257,0.2778091058018599,0.1880549680246045 -1998-06-07,2.3280382058534315,21.0055194264758,12.862269771515356,1.1350454796674214,7.010622139831133,346.11633302756536,0.0,0.29050984269432334,20.63020360487885,0.26744796900735285,0.16664936079744033 -1998-06-08,0.9480150861357748,21.61445710459034,12.913515141353624,1.2001279314639581,7.3137922817192145,200.32775187021505,0.0,0.11082582469864288,20.047079487158605,0.24457863320003848,0.1253557703783959 -1998-06-09,1.3651259193477965,21.35393567557383,12.86754409216068,1.1088076200428465,7.189797085675381,185.02065421208516,0.0,0.14622965390273235,18.237118908701287,0.22835287695227022,0.10386633982471243 -1998-06-10,1.0043727066330663,22.20332771328585,13.811808785061777,1.4546652577406536,7.3315007973562745,141.67121034740916,0.0,0.09948436309905473,17.0819339340891,0.21069322371385266,0.08276006945334115 -1998-06-11,3.1496470415204323,22.970336042217532,14.3687320751999,1.7080538460305172,7.55828607620098,260.6834548622924,0.0,0.3066936203098889,15.726782861144473,0.21989762461763904,0.1005715499096224 -1998-06-12,3.000288971773464,24.800153050013023,14.361449998758525,1.8274744806853,8.532667331130389,280.83443981122235,0.0,0.3017044503551207,16.331993463656737,0.2252079979058036,0.11140631171740681 -1998-06-13,3.9616971397239573,24.745215697627764,14.760656742648552,1.8935424642822405,8.381751159476769,360.10429517068707,0.0,0.4112971362655222,16.38950327287898,0.23707770229460132,0.13514633784225447 -1998-06-14,2.555454267416584,25.267214164590786,15.169865261959508,1.9456248611404825,8.53184560334074,288.62138900209334,0.0,0.2684284873203513,17.29786279704425,0.23127769847196802,0.12884611669499432 -1998-06-15,3.8782819359374354,25.611164943098306,15.75304375606528,1.6858227022195094,8.531417654480338,370.4608059732066,0.0,0.4119169283573445,16.826619683088488,0.24119808181116595,0.14659320371388077 -1998-06-16,5.787745392495856,24.195983954555373,15.85498356953917,1.3072178026059953,7.71230720252592,560.8729614971078,0.0,0.6739060246696367,17.54007239907098,0.2717532788948851,0.1980374334787743 -1998-06-17,8.975300138195024,24.27196883938209,15.466972285805486,1.1031606167604175,7.889951579433102,1004.694152189443,0.0,1.2778602952769837,20.07295744807843,0.3383925284304455,0.32348616897857796 -1998-06-18,10.797360927675722,22.459426320696934,15.407137603219654,1.0259315505371278,6.8845967704183115,1553.7851702752741,0.0,1.9379241741766968,24.81746954901387,0.41488865550144616,0.5056518762591338 -1998-06-19,3.5064415577534263,22.203964561170768,14.49486719042903,1.15868650880847,7.082626635111964,896.7348376577462,0.0,0.6877259720344746,30.953788391216428,0.4014383412875281,0.43387204469387763 -1998-06-20,4.1214977052936135,21.69713506695804,14.643432944237402,0.9847770442894752,6.740395169966063,844.7061841404688,0.0,0.785810995928788,29.8465533529024,0.3957047905299861,0.40208164187631046 -1998-06-21,9.625767837772145,22.382709727762947,15.4665651226499,1.3063305184489382,6.8134677435681645,1622.3461275756435,0.0,2.0074520372006006,29.645276121543915,0.4574810664642332,0.567400479395631 -1998-06-22,6.478688978689709,21.664608702248398,15.23866635453584,1.1115826779651503,6.482231176504046,1458.272532856734,0.0,1.4829487068382594,34.09618743930956,0.4726698316090309,0.595151892199635 -1998-06-23,6.5273426441510365,22.49772927197024,14.99047387718531,1.1937886890664835,7.062204477298614,1501.5306972095068,0.0,1.5596993628812639,35.44917451279176,0.4889979969798291,0.6249031788240464 -1998-06-24,2.6174119632636867,21.7689597214612,15.095708269329903,0.9241018165220538,6.600935809180845,897.4243820690193,0.0,0.601527733142762,36.170492635791554,0.45185282011529615,0.49837408259094645 -1998-06-25,14.445642860533885,20.767610780218845,13.984552672761026,0.6428473922419599,6.46045142491373,2793.3471496532347,0.0,3.714634750265825,33.844185398453746,0.562543795733641,0.8900261205061812 -1998-06-26,14.381898028844088,21.36008999099545,14.291326388156936,0.4181766905952036,6.678888478208036,3820.287523555364,0.0,4.626546573945372,41.94168484353727,0.6561315962528946,1.2838252361985363 -1998-06-27,17.09731532959285,20.510584388136024,15.031294795268341,0.7055035645578648,5.870794655400061,5493.183770606022,0.0,6.693126922814766,48.244667629671945,0.7611898497035224,1.8548373392700306 -1998-06-28,11.93199507673059,21.44319018432952,15.092059611013166,0.5489868844780654,6.408510719830793,5096.17067431823,0.0,5.3252991963545036,56.32059297535584,0.7950964278759723,2.0182674027880383 -1998-06-29,7.015581217264691,21.977650048555347,15.12680503464134,0.7265260864080685,6.708044485806511,3642.1320215857336,0.0,3.0434050873634053,57.69485397443456,0.7538327459166124,1.777200604843269 -1998-06-30,8.682621287172001,21.591784649377605,14.706545876648194,0.5779945996032955,6.6500375578754145,3693.7718531636187,0.0,3.5737071107993508,54.6724220008072,0.7380433481549127,1.701023766639885 -1998-07-01,3.3403677119825668,22.401024256747046,14.521022883949387,0.6490515842487398,7.175730337684744,2150.801917298172,0.0,1.2567401380569487,53.7365988445803,0.6649080059570311,1.2986437755679823 -1998-07-02,15.758142602384813,22.94605938983349,15.16545325169392,1.3676496766385091,7.24713311957736,4897.198184353633,0.0,6.065002235304929,48.26362510845697,0.7458102361532281,1.768842249088152 -1998-07-03,19.64088068054933,20.974781155554183,15.02801447288915,1.2611459155771907,6.154461983982484,7408.011397583517,0.0,9.028810281904796,53.43011627774346,0.8512276284459314,2.5262029148895055 -1998-07-04,18.954207924314254,20.124203912008287,14.656569270690731,1.4034713021631051,5.800602171967179,9095.426776949635,0.0,10.562130410936085,61.446678057966935,0.9366158715298845,3.2526797534668432 -1998-07-05,10.566427367666172,19.383107368945442,14.739233129806545,1.2683695585913377,5.295845424656315,6659.959710606577,0.0,5.95149333721605,66.47142939097351,0.897438858630106,3.0235444244299323 -1998-07-06,6.747289483330839,19.83347232179419,14.855183967267909,1.3298866310745816,5.527851528475214,4667.898363891918,0.0,3.5278003203036548,65.52071524512212,0.8418733127814384,2.505345028006019 -1998-07-07,6.616730466330565,21.24255960319061,15.006754081812035,1.2834250540662606,6.324295695429764,3932.7601939971732,0.0,3.164851008298128,61.940551622996935,0.7986459070608585,2.112757181771616 -1998-07-08,11.697096094221767,21.79981374792841,14.848720475075787,1.2570272043720794,6.714523308340367,5121.526260413337,0.0,5.426640343822431,58.04053771747674,0.8123962052528952,2.2015917848194815 -1998-07-09,21.740697437468587,19.63092259473129,13.949634864936511,1.3188032035757309,5.812828699549029,9354.818543603362,0.0,11.621296812635823,58.281812696553914,0.932208049146425,3.202646896037167 -1998-07-10,23.81033640023643,18.142582225380785,13.72196990570037,1.14695957501739,5.00059379115037,13848.915738354464,4.222395481497891,12.715666570344318,66.25395908126146,1.0,4.663842775081518 -1998-07-11,13.540609066286189,18.67590722017638,12.977984123625436,1.3340794911924996,5.659906119364289,9837.522068316155,0.0,8.825887695975348,70.09872036065975,0.9743415444782321,4.3798142308419 -1998-07-12,0.5352895532186865,21.208536972423545,13.579767026334293,1.2612690488921448,6.854791026483605,3622.712393206865,0.0,0.2763119125448812,68.16582847211112,0.8003214983047883,2.8931257835975708 -1998-07-13,0.38474967625820616,22.771209486446185,14.776744436014168,1.6215814611762798,7.292902760396517,2043.5375371034338,0.0,0.1525276441565318,57.346597127671586,0.6725310926707098,1.9065134952949283 -1998-07-14,6.438621455217213,22.34925536818195,15.168816549842598,1.6108484696331618,6.909473623321675,2701.869343616743,0.0,2.2164465178796213,48.6337582605411,0.6415559268347779,1.5785374047931757 -1998-07-15,10.996267374326932,21.648152336940218,15.163414568250435,1.0039432927017296,6.503456102973279,3673.6700652623294,0.0,3.8524690469643783,46.99044602346518,0.6755059405464245,1.6141489834559204 -1998-07-16,22.02624273907107,19.837296677884236,13.799046483439744,0.8290535552396301,6.001076404511051,7524.404227555951,0.0,9.552570306696627,49.76858173125654,0.8363610832277433,2.5052550707282957 -1998-07-17,2.7633442726755253,22.101851093857256,14.279058733218045,1.002867535122269,7.102172746900677,3004.4278772020452,0.0,1.2272330503014932,60.8321051984081,0.7408439173769875,1.8176676656448767 -1998-07-18,3.8544545245130353,23.178159304612514,15.07558226157346,1.5718471164738053,7.41710931519281,2241.7223179241887,0.0,1.4441867179572627,53.31065342868983,0.6659347935355913,1.4031149824595115 -1998-07-19,3.847680464421372,23.29907244651082,15.171319437206426,1.7463007533676191,7.451473184670993,1829.4492738733934,0.0,1.2614022118838824,48.052181546659845,0.6045982441101749,1.1054290283914971 -1998-07-20,2.417947469119257,23.682847469470218,15.715555941836222,1.5949087797508354,7.4711134609926955,1254.0744332765207,0.0,0.6955196847791587,43.89297165957479,0.5394908445490378,0.8254854891063117 -1998-07-21,4.401415294590656,24.152880888457805,15.969815795251892,1.4443321882587288,7.645955651509405,1332.391996729014,0.0,1.145969409642504,39.386807090197074,0.5101031359369694,0.7118430273966465 -1998-07-22,5.757689266266742,23.03998098180698,15.697441750208814,1.0611090463368062,7.111350640854158,1469.6058741895915,0.0,1.4332289837149448,37.18442357642185,0.5002465327851386,0.6816066398029925 -1998-07-23,7.028184286205939,21.187347429013627,15.482078668140383,1.0636227146938029,6.095254822489619,1688.4836369303612,0.0,1.770080019302772,36.932318616519886,0.5121100872968309,0.7132147189943344 -1998-07-24,9.34477359267538,21.036630231119645,15.288294012432788,1.0371335801644848,6.090198248460773,2245.58993502746,0.0,2.5593415465229796,38.63565354775647,0.5589394822392311,0.8539668200980345 -1998-07-25,14.084045628843436,20.603665492972134,14.928010830759833,1.0704130684136877,5.986012874371339,3667.609133646758,0.0,4.523390852751641,42.03433361594437,0.6537411129621759,1.2446453439683365 -1998-07-26,18.558756356222013,20.395283938263844,14.205339707296051,0.7805632705737008,6.17078735458951,5998.218999147024,0.0,7.5218406511257925,48.87706329784911,0.7855816291819162,1.9555169784489117 -1998-07-27,4.147192731311092,22.295946601333547,14.43521693848616,0.9478324256131734,7.166492617885621,2857.9612179239593,0.0,1.7263327436379665,57.454183060345315,0.7176143094649164,1.5358093066767535 -1998-07-28,5.399374990832079,23.318873718608565,14.783575637924509,0.9440610720555824,7.610942948372684,2430.7162733260766,0.0,1.9836603373054302,51.738558178664114,0.6656182257090791,1.3017812662011718 -1998-07-29,4.784835027400715,23.22830664144405,15.17217966849211,0.8547326995955649,7.425850678330299,2003.2480269306889,0.0,1.577989910411067,47.80721110114198,0.6126617203084124,1.087670695782665 -1998-07-30,6.135274998173378,22.639380444592447,14.989375007089537,0.7127345822655473,7.162524811184723,2041.4634585836156,0.0,1.8865759857967372,44.467967716683255,0.5894935074230258,0.9952815662979551 -1998-07-31,5.0558869882704744,22.374041020321307,15.325604098600664,0.8439435317566483,6.883524068361018,1730.4787758718905,0.0,1.47799659359106,43.14899982747855,0.5615542854450918,0.8729283369634494 -1998-08-01,11.828222272320158,21.1724662423916,14.052766404900373,1.0409819479554112,6.686427382217826,3033.1680160671485,0.0,3.628416401041786,41.47125120671052,0.6209027698481824,1.1207153186960737 -1998-08-02,6.463720923861848,20.506399181126397,14.482807240182238,1.0622926141671512,6.131374376221775,2298.762597845641,0.0,2.06902251123695,45.81450618445324,0.6090059412514762,1.044572241463435 -1998-08-03,4.352187537302592,20.544397632718645,13.80561231662016,0.973518138216644,6.428217532285062,1695.5828919790833,0.0,1.3454389429385083,45.57003000586286,0.5815600253858018,0.884830389273606 -1998-08-04,13.051073867407734,20.027075265124658,14.567597603556518,0.7755889436574547,5.807852563389121,3457.2952879805443,0.0,4.275438514198928,43.323465501358385,0.656725204926337,1.2269816704164453 -1998-08-05,2.6916225480220266,21.60254673189339,14.191388965111294,0.5810604977952533,6.884427150664183,1639.7071707206626,0.0,0.8975787608610961,49.292391045835515,0.6055785530592582,0.9353770254041924 -1998-08-06,3.051775855805725,23.33661380916793,14.661763632019525,0.8765343792552761,7.6805778303858565,1269.4595566986923,0.0,0.9015647714767736,44.544603816673124,0.554465589327343,0.7461630359203457 -1998-08-07,12.113522604405484,22.42617466397966,15.514960425041386,0.8247839006089247,6.852309604121316,2900.1833258901215,0.0,3.60794553830136,40.23417871142266,0.6098152687187509,1.0350800744217663 -1998-08-08,10.05557779034048,21.742256666429252,14.22532189671712,0.6191611293277131,6.95672054771704,3039.665772804896,0.0,3.294665858863448,44.87137427272272,0.6398617931693403,1.1754500281697784 -1998-08-09,4.160572007330172,21.737085578155952,14.426655773696284,0.5554078618320208,6.881550092823262,1839.052431542472,0.0,1.326241621667526,46.822583544528534,0.5939192346844456,0.9671026014015736 -1998-08-10,4.994043664298991,21.473020687321434,14.592369787386565,0.8582107915719175,6.66928657366572,1690.6141778514816,0.0,1.4823520653167384,43.73804057369308,0.5676957783785316,0.8552483401400458 -1998-08-11,4.12054162373725,21.357010522597925,14.902298789189745,1.2346387991465315,6.479260854835543,1404.1795675591761,0.0,1.155035934516416,42.10793016891767,0.5385303889202699,0.7325977569157113 -1998-08-12,10.962416418408749,21.666418492388075,15.14329646487127,1.2717744907781592,6.565697408550928,2648.263586769568,0.0,3.210560854908314,40.20906497734667,0.5961131032252946,0.9657420268228468 -1998-08-13,6.6750570483575595,20.790469979343555,14.518896033633537,1.1045648808547068,6.3067236824987525,2161.9639255351976,0.0,2.053533993394006,44.21173593228424,0.5927966759897183,0.9413335565481629 -1998-08-14,3.946199622444397,21.08355451933355,14.454474945963804,0.7171591836920302,6.507278095960471,1511.2245008564037,0.0,1.1704897353971764,44.2410928447983,0.5613493232004733,0.7909882562723843 -1998-08-15,5.579182248550483,21.485177756140946,13.46552010953355,0.8059221052277069,7.100884350036702,1627.2379096542243,0.0,1.5833312694334811,41.81229495826298,0.5520786143691305,0.7559817544085353 -1998-08-16,10.91463193069849,22.26766732796459,13.470811704460134,0.7501977299587037,7.522918137333066,2699.225007421164,0.0,3.229066463457393,40.60290788787231,0.6001444494887789,0.9837816624242294 -1998-08-17,7.365171628940071,22.530365490463428,13.896788715228615,0.8414271260891691,7.527645388296761,2301.698507701288,0.0,2.2450047862067093,43.51673068497742,0.5927397030345029,0.9822307682291666 -1998-08-18,6.9116843144685225,22.713786706359176,14.297168260928357,0.9823860525124174,7.4956692747285025,2133.5260002047817,0.0,2.065046946513653,43.0071006980694,0.5815200387286154,0.9538199694239662 -1998-08-19,2.4378129008250333,21.731871912962927,13.210411792584393,0.4898160205472252,7.330287782197883,1189.5368271096497,0.0,0.6702858547923789,42.27067975759728,0.5208236613870653,0.7229528939541573 -1998-08-20,5.879603923453916,22.40258632733559,13.479842682361314,0.4642345072909064,7.603983117366983,1506.7382570059247,0.0,1.5113707261524452,38.20370442307231,0.5135406875491598,0.7007368754274274 -1998-08-21,5.84570210012869,21.50745831310507,14.048017651791543,0.6239276606972195,6.923652441638938,1507.1655560111128,0.0,1.4691461282847271,37.46004249726634,0.5044825964639067,0.6798459727180752 -1998-08-22,0.8978697099012294,22.56725003655983,14.11469795934543,0.8704096758612999,7.4899983740938225,671.065575805059,0.0,0.20866797114630486,37.38916024675021,0.44601796974031843,0.47432055669806494 -1998-08-23,10.314313624968042,22.757568658844605,14.423782063946874,0.8836829425990174,7.491802685734725,1901.0655041405619,0.0,2.408219732484538,32.7790766798009,0.502008812768228,0.6754474197875926 -1998-08-24,11.231800980823182,21.463761043786228,14.470605193868051,1.0625749318832298,6.748175048374882,2537.596184251927,0.0,2.9955500898921574,36.744481029844465,0.5588911942846984,0.895801278131397 -1998-08-25,5.737137359142555,21.503679538659934,14.494763029768324,0.942189568936358,6.764829068178219,1821.821193968101,0.0,1.613600923216329,41.4108599479649,0.5492422384302708,0.8288191073830079 -1998-08-26,6.8641541466485565,21.286550799196966,14.938257567475825,0.9575866179464912,6.461396094730542,1903.8901175895412,0.0,1.9237134813698633,40.71247993362173,0.5542355665504874,0.8324360806006076 -1998-08-27,15.11011927283566,21.477605807625583,14.975470711854818,1.0786529580665438,6.562997610346813,3818.918832961136,0.0,4.833257332229316,41.348548037221924,0.6577052384681326,1.2778115935993708 -1998-08-28,12.551997620138517,20.487073341406514,14.575738567009662,0.8948790638693718,6.13983101859052,4165.248035912236,0.0,4.659751460255885,48.485486540127056,0.7110453538454481,1.541311287735219 -1998-08-29,8.100235748205437,20.09284383905932,13.812848801768567,0.4473315217070758,6.227681299932463,3352.0438088130845,0.0,3.147691892005243,52.62344208826014,0.7073897226932953,1.4826037974971615 -1998-08-30,7.139190327061438,19.090479751044004,12.941500374292493,0.15200473975417106,5.9991010025330285,2944.5738332935625,0.0,2.716587388116724,52.264771453457655,0.6920159243972825,1.378745951262274 -1998-08-31,1.1829333468246674,18.321395506711568,12.909533228763616,0.2589315926433597,5.5640641903168655,1338.0910561255798,0.0,0.4095155121475629,51.50925833839738,0.613828348221813,0.9598535996313504 -1998-09-01,4.663558364678326,19.21579180405339,13.207160276342044,0.6964519339453367,5.970293780897316,1631.4819937076313,0.0,1.4845110140739193,46.51561848745604,0.5962027500804894,0.8508583125327344 -1998-09-02,8.058741493184131,19.096599343672832,13.294732237400991,0.8196209995852299,5.866829271868349,2319.963472632392,0.0,2.567643296440396,44.82652097506083,0.6160774920900511,0.9448303943077374 -1998-09-03,7.033118416064421,18.740400341987595,12.984601210555995,0.9144089778849668,5.789100912151117,2273.6552388123414,0.0,2.3006105327943116,46.35270445781769,0.621908681819509,0.9653421197660235 -1998-09-04,10.32286991064152,19.863592892096843,11.071991202427547,0.9368174566007816,7.074375562811459,3107.2523389329026,0.0,3.572113386456051,46.85166816391016,0.666044648062912,1.1722993821283427 -1998-09-05,14.099463544727366,19.17433557766513,9.751417827775056,0.2877940915784582,7.10634598871817,4467.468183888504,0.0,5.336539889989298,48.457362103707936,0.7287446532338555,1.575678833635314 -1998-09-06,0.416093032184868,20.322950947800415,10.139434103400287,0.12142545268501714,7.567393167874346,1447.5445112617303,0.0,0.14640342522992694,52.532744038851845,0.6168180931577321,1.0479849480726493 -1998-09-07,5.137811966228464,20.0099815960257,10.508090890526551,0.2257793528482551,7.319696127372659,1737.4300108121408,0.0,1.5641588879063963,44.60128663536565,0.5794268137307552,0.920355243608545 -1998-09-08,9.139727349268373,20.128560035630663,10.905063624087743,0.3368539784330937,7.271697645369034,2496.6583421087853,0.0,2.762444807311592,42.29849703403773,0.5992204783830054,1.0197310378781768 -1998-09-09,6.460673902561555,21.502321661708518,11.470050022171536,0.6853997033264421,7.808580958171548,2108.3715011052277,0.0,1.9551647507642995,43.70894243020542,0.5844420537379412,0.9614996948811593 -1998-09-10,0.2908431478767199,22.76646585771308,11.596287507748954,0.5430068643565235,8.41106294229318,802.6139189776496,0.0,0.07730655718127938,42.16366739025029,0.4945662961575526,0.637662176247906 -1998-09-11,0.20555186964820266,22.644539044493932,11.945605021960171,0.7211595956359955,8.262905905405107,458.17608879862183,0.0,0.04443967187563175,35.48023020287158,0.415715193542079,0.42185470315699714 -1998-09-12,0.4082770273191439,22.360342844940046,11.46920857666945,0.4964774949651878,8.250905300003367,326.0840081714992,0.0,0.07339038897091005,30.100546158691863,0.3554071285236115,0.28578235548724995 -1998-09-13,0.34615769199045365,22.585670780052,11.391721164158099,0.567431902967673,8.387190272528146,224.8012681017041,0.0,0.052441292819169316,25.839655798214967,0.3050469932539403,0.1940158431884653 -1998-09-14,5.125579059127714,23.150917990405517,12.096642406285634,0.6562522591132369,8.491499012056014,609.800156766468,0.0,0.7349657818021154,22.17735988060535,0.31806074818629443,0.23820459296028418 -1998-09-15,9.455642892535256,21.088068305433318,12.920285262074534,0.7655133502056157,7.175414747454247,1206.296128610303,0.0,1.5435843664310838,23.055471384349552,0.37873246371393005,0.39009351726897257 -1998-09-16,1.5381239251597196,21.359865550912442,13.053442643851454,0.5928564812898427,7.28218855804847,518.0179470295869,0.0,0.2621524560986539,28.138579668526283,0.3457134988121885,0.2938491295162346 -1998-09-17,0.8397034144003326,22.736007446727953,13.109240955028485,0.6163821071839631,8.004423786880013,296.99351300911513,0.0,0.1276451059813224,25.67270257126798,0.3088515746467438,0.21071782546853587 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-1998-09-22,1.0055746778569472,22.27926023752202,13.317943321694472,1.2060895252342103,7.71783917637441,265.602333743993,0.0,0.13602506269080417,22.966786968618866,0.2792617782979619,0.17261507241576213 -1998-09-23,2.347023073606069,22.068323402587662,13.461068288981375,1.1596264327228496,7.560974141516683,313.42730341741867,0.0,0.2928372493777882,20.61782493556741,0.26752492674525474,0.15695309648107184 -1998-09-24,2.8138496022280592,23.10922918680304,13.725592719149015,0.7245682546339874,8.044141721288447,342.87743670710046,0.0,0.3413616173695666,19.8266750833821,0.2637467796683224,0.15414643812847437 -1998-09-25,2.4574123966913834,21.915720012152534,13.211285119407867,0.4006407715085464,7.569262802370347,309.7980600534068,0.0,0.2882500126447223,19.354808286310945,0.2540975989930597,0.14423240902687304 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-1998-10-01,1.918502863823522,21.59284609890061,9.015647579842774,0.5961390428447774,8.54724116721401,98.10069145220325,0.0,0.1211172516478054,10.500563940895288,0.14467371766839748,0.037421756602742946 -1998-10-02,1.6470609384438215,20.0695129293662,8.615709726634595,0.3692441119535395,7.924315110435629,98.85790884973002,0.0,0.10328815747366482,10.56318889995104,0.14224114142854322,0.04008695255751641 -1998-10-03,0.6996625517168198,19.93970995036572,8.682224241408246,0.592077532861001,7.852998854066838,59.93428254288671,0.0,0.04180113467742075,10.518847250184827,0.13068804164285328,0.03245956230303067 -1998-10-04,0.1306038333016983,20.07531624300718,7.802708761083091,0.7697636180700775,8.109222546556154,28.605023019532556,0.0,0.006970803581751034,9.682608960352745,0.11431728321081482,0.022191057283523177 -1998-10-05,0.10549906854622634,20.35561206584176,8.199724174063977,0.3163358753571484,8.161492752524449,18.256035840693816,0.0,0.004879459271043135,8.431315010121745,0.09944810260103716,0.015188305069222292 -1998-10-06,0.014404941702886425,19.667195807710094,10.308377242833533,0.5901224494813813,7.324065542256758,10.589923104611163,0.0,0.000574011642232591,7.330995653367767,0.08556894238210773,0.0099742745020203 -1998-10-07,0.035670332674859306,19.833770877469718,10.44251659469838,0.6039461232197689,7.374739074047161,7.362452827991723,0.0,0.0012425989171949148,6.416899522479828,0.07516806891686563,0.006681987951734257 -1998-10-08,0.6245465432906075,20.56035894609287,10.519641599713953,0.4801311075868523,7.723066027691603,17.536378776021593,0.0,0.02006957087035033,5.633188275839002,0.07289837269596328,0.007405548752113356 -1998-10-09,0.8411055868193276,19.86656554863012,9.156996757591807,0.698338724567841,7.73471901130428,23.348027983433848,0.0,0.026570886970560093,5.426064476449798,0.07300828690032636,0.008866474244766966 -1998-10-10,0.28333548272044434,20.206041557217965,9.46885982092215,0.8792738257779548,7.827348284705567,12.972796904601596,0.0,0.008526293852738565,5.432972013875037,0.06659111106109582,0.007069912205452329 -1998-10-11,0.4815570999845616,21.02024256043603,10.136828459721619,1.2033451814024512,8.064147062982624,14.020416359098196,0.0,0.013469465162328886,4.947409615739998,0.06324378556071755,0.006653105612690027 -1998-10-12,0.3486721459144071,20.105165253596454,10.159279964229944,0.6955032977652522,7.610378510775592,11.109071838548685,0.0,0.009109540814667971,4.67721413566451,0.05854817148244526,0.005717921220446252 -1998-10-13,1.7326587457174831,18.20661053686813,9.866713784979227,0.2761152397571193,6.741022700339006,36.27447770062881,0.0,0.04892560976902072,4.369692256013766,0.07108825645438008,0.011171744828283805 -1998-10-14,3.645480076127676,17.879149555361636,8.690232091275384,0.5609314255758073,6.912744882724242,103.49899019312642,0.0,0.14289130056105082,5.394530300532754,0.10530999869132009,0.029029592227659655 -1998-10-15,0.2659960435647073,18.00791558843756,8.601836923981484,1.0143845354377186,7.002575993056951,35.05896940715447,0.0,0.011714574024059399,7.956443645581581,0.09578585386793965,0.020680617101711065 -1998-10-16,0.24114590961299784,19.570025701539237,9.639769108018912,1.0593924680157378,7.500124535878218,21.080311701472326,0.0,0.009620882702337935,7.2262821481876305,0.08699047968184102,0.014927031263113268 -1998-10-17,8.642861153952571,19.979779233585635,10.233961246352463,1.0020618125484748,7.5496195917383195,346.90664529857446,0.0,0.5151713574663948,6.500567597801774,0.17641068932251439,0.08815924548465726 -1998-10-18,22.96565783770864,17.483857420541426,10.835789404511118,1.0191859529410785,6.059437791352899,2244.0130400045487,0.0,3.301470749302826,13.127512779017332,0.42046099418496063,0.5600852189074293 -1998-10-19,13.396788038301954,14.956847296176381,9.395818729285619,0.338733182178924,5.200992790561342,2647.497756075175,0.0,3.198017638566755,31.916658871219433,0.5278709687171579,0.8515345826821874 -1998-10-20,4.237769823569541,13.33849045482457,8.463085842429287,0.34302147468587274,4.665285998580797,1498.9289019090652,0.0,1.1392354640181397,40.57429842742851,0.5220302468957241,0.7277744203065348 -1998-10-21,0.7931777417774062,13.925674770373789,5.494383056540365,0.5058283531989143,5.883897008410159,687.6849848462842,0.0,0.20296610421910843,40.610280351016215,0.4823222469772177,0.5046515299688531 -1998-10-22,0.35795426738773384,14.523030198213561,5.6167334391412975,0.4368287719632428,6.129955680955481,398.9461169479816,0.0,0.08051068501424763,36.62484171676993,0.4308245272315462,0.34076336855028677 -1998-10-23,0.0,15.560362234527176,5.69641397912504,0.603240500572152,6.5841039198257105,227.78335662864612,0.0,7.105427357601002e-15,32.63645258497179,0.38019257011985746,0.2218209370479159 -1998-10-24,0.032667668697853355,16.671583601495367,4.961862144596658,0.6829620835250643,7.22530736309384,148.4318391872363,0.0,0.00550472769587422,28.600824830985026,0.33356079606442635,0.1452331805461452 -1998-10-25,0.05464492049025932,16.794794889483203,5.492792155215566,0.58181705988958,7.183548041255101,100.02677311759226,0.0,0.007867978475947945,24.81532850955847,0.28971834768392507,0.09573799053116905 -1998-10-26,0.2413666116644439,16.806627677440723,6.6147166730866624,0.6786067408852324,6.959114487208402,82.4227293039747,0.0,0.03003311174341866,21.617861104619728,0.25464519909606115,0.06689391708662507 -1998-10-27,0.07248168867352106,16.502492703086865,6.265068173195754,0.8973692340745912,6.901184628275495,50.46278243541052,0.0,0.007867073371021716,19.117848470970486,0.22355435002771382,0.04474267414880807 -1998-10-28,0.004666355477460246,16.952385629085594,4.711354761830561,1.178125252930803,7.40770194116273,30.00657240037957,0.0,0.0004410340599135228,16.824367266190237,0.19604684450912316,0.02919253191612326 -1998-10-29,0.01210859421588186,16.30125314404255,4.443959863338511,0.9269999587565868,7.177627936861648,19.717083179797495,0.0,0.0009866585155031884,14.619447628139666,0.17044772101218109,0.01915319956310033 -1998-10-30,1.7419899113720947,16.48781490559653,5.343666711374565,0.8914523610703787,7.0964176294209995,98.79063894988963,0.0,0.1320480436543987,12.781975074352577,0.1691943559698081,0.03257409808224083 -1998-10-31,2.33293270937415,15.309070532105371,6.6568519916312825,0.5443805050420837,6.27086767417485,146.37688749579823,0.0,0.17988312665528738,12.709213693862019,0.17523081855406472,0.048594070281448694 -1998-11-01,3.680571166235089,14.564355589101785,2.222760036681356,0.6978939020161127,6.819293271454794,247.0130877532819,0.0,0.312828236962178,13.377603792650067,0.19871618590554446,0.07926517626151876 -1998-11-02,4.270764038752373,11.120809473112669,0.491388550639622,0.3923815869070748,5.706463597763149,339.41232417250757,0.0,0.4115206899339485,14.99378010284152,0.2244188926572442,0.11425800864237154 -1998-11-03,1.1103257903740182,8.891107245212295,-0.5615816533291778,0.3469041724191247,5.009783506115582,172.7144228010735,0.0,0.11177212305257278,17.297445641853432,0.21443807082820218,0.09139555042286904 -1998-11-04,0.007901601983863592,10.612297917728323,-0.6768805382939715,0.3072933077148889,5.677927566983261,68.39819587870011,0.0,0.0007438975027098775,16.76102059473011,0.1953465871178757,0.05960747711866192 -1998-11-05,0.0007946610750213857,12.234346273369635,0.02189501239188078,0.28903669327055986,6.209716120824406,39.51269389383015,0.0,6.687222012583547e-5,15.078857661574471,0.1756677371149694,0.03881184833622909 -1998-11-06,0.3760135002174881,12.462903281431988,0.22900659093833656,0.3731610428490759,6.2749262427364565,43.87519547186777,0.0,0.028417715633637652,13.426959518136924,0.1607952878297709,0.029591706124748353 -1998-11-07,0.009889911345709488,12.134456168575987,-0.30387012153273835,0.4913066673228035,6.21740345351946,21.352263545473242,0.0,0.0006712249738197711,12.280229372095357,0.14317156637307735,0.019365013795166384 -1998-11-08,0.011164033886239159,12.293699308179905,-0.2641710934244012,0.4271636732846237,6.2765239362173615,13.211439625386943,0.0,0.0006726854048123045,10.952578300616445,0.12772017318468817,0.012708140115341292 -1998-11-09,0.001025199196324964,13.018418075407295,0.6015746176395661,0.4487416758444692,6.452750785429369,8.358418888460834,0.0,5.481379424257852e-5,9.763800716911236,0.11375360885660221,0.00828074814242896 -1998-11-10,0.0702693813632306,12.508251995645516,0.6697609621883511,0.5913715304100036,6.247126461624286,7.577279669751245,0.0,0.0033372106474055807,8.669863599725769,0.10181663011989482,0.005898517466604883 -1998-11-11,0.4562843441305806,10.459761573748676,-2.126758682935705,0.6217383332582994,5.804427524127715,17.048427050042324,0.0,0.019922953610760796,7.793869141917457,0.09610870083313672,0.00687322164568551 -1998-11-12,0.0568532767632263,10.17383069141074,-2.431592906673755,0.4395769751959471,5.733379234287892,7.147618299124083,0.0,0.0023007703197381116,7.421183781700538,0.08711406735479718,0.004824470519946835 -1998-11-13,0.0,11.869029251267884,-1.5066602840731558,0.4485886543699048,6.265897743485268,3.3640924670747556,0.0,0.0,6.737375723054027,0.07848586439785266,0.0031405035583709517 -1998-11-14,0.0,12.353827658794234,-0.8062030681886307,0.6134345743363996,6.3783807972565425,2.060411035063045,0.0,8.881784197001252e-16,6.00966657566634,0.07000854565971093,0.002044320212832381 -1998-11-15,0.0,13.636754894412785,-0.04291305932705728,0.7126441207593847,6.7883960225466735,1.3317538182865334,0.0,0.0,5.350183845531391,0.062326018477356526,0.0013307563755038771 -1998-11-16,0.0,14.884508666099133,1.0038356014744159,0.7292102861811176,7.16021996351986,0.8663162912270749,0.0,0.0,4.726458869912813,0.05506004491877292,0.0008662598549033753 -1998-11-17,0.0643010330679707,15.212444320667613,2.3436895122321557,0.7233161319170838,7.120726933161788,1.5069525670037258,0.0,0.0014436283277398793,4.146233776525195,0.04904987901704373,0.0007837081906743098 -1998-11-18,0.2877022672681249,15.556906526196126,3.609128366490744,0.7060113462553929,7.0720445105547185,4.468417312221621,0.0,0.0059311291874726835,3.6971527401042694,0.04642086215906678,0.001413259236081302 -1998-11-19,0.08351690289155632,16.438252680961625,5.186648490589596,0.6555688944454746,7.174087611150964,2.3072777617408953,0.0,0.0015872062957866667,3.5025769878336757,0.04177556520446579,0.00116164094553539 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-1998-12-14,0.017635645351814732,7.982272958061002,-4.378392222060813,0.25632267873686804,5.192239308253644,2.510379493227318,0.0,0.0004865539850314009,5.109871612464634,0.05973198703449538,0.0022395303273775352 -1998-12-15,0.0,7.128983962046274,-5.31860440027842,0.42300442327048493,4.973066457319182,1.487870343405377,0.0,0.0,4.670373312210925,0.05440668615455769,0.0014578289851973887 -1998-12-16,0.04962383047111064,7.461832143031055,-4.6735323547398755,0.525459076495532,5.039590983345336,1.6999851387044378,0.0,0.0011461408227196948,4.272026491599795,0.050344299486275425,0.0011234950233808766 -1998-12-17,0.09415175474894427,8.93680121986683,-3.7577589657323283,0.6614141443024915,5.476359189623414,2.1175961246911994,0.0,0.002020092133656115,3.9484603541477403,0.04709369327678773,0.0010389313257412683 -1998-12-18,0.045329463120468254,8.492198004261255,-3.9012665158834268,0.4945548942298415,5.333866884002705,1.3841583957774444,0.0,0.0008963744986835095,3.6635686733875676,0.04320615150070113,0.0008127817226799781 -1998-12-19,0.0,9.40933633007902,-3.489763509071699,0.5057000829054561,5.622345671600647,0.5904451034213888,0.0,0.0,3.370472894016072,0.03926372661854027,0.0005290827007236998 -1998-12-20,0.0585749650890675,8.481677921043904,-4.105382855003104,0.4263336681508153,5.348259119156577,0.979138466075221,0.0,0.0009645831816072412,3.0465886792923076,0.03617305353657567,0.000491280010287968 -1998-12-21,0.04021668003638725,10.505875408604926,-2.3450109015796,0.5607328547110312,5.91641265539818,0.775411609625496,0.0,0.0006113605292830324,2.821499043001772,0.0333370501239856,0.00041288886863326594 -1998-12-22,0.015245419063762457,11.389445525372665,-3.0244287870554034,0.6448173213408482,6.295894220703738,0.4459232228449652,0.0,0.00021026867991872505,2.5727187550585597,0.03014802997280259,0.00030078776048031366 -1998-12-23,0.0,10.47554619259442,-3.242978500758136,0.7644866074084861,5.984624453152362,0.21100947000752646,0.0,4.440892098500626e-16,2.3100513816267867,0.026910534152049137,0.00019579869504800923 -1998-12-24,0.00011789383727397829,10.350723413193355,-2.9773555156842635,0.7232818104832341,5.918845415333549,0.1294416883051992,0.0,1.3050947576790408e-6,2.074400431839372,0.024166733561077354,0.00012765446789436027 -1998-12-25,0.6578252153029731,11.297348225456105,-2.4322423170006484,0.9648218581710586,6.216445675365337,5.117284145256119,0.0,0.007706105768713778,1.865340467038036,0.029393171427251834,0.0012564655029622712 -1998-12-26,0.3644571900515891,9.414860328717408,-3.0906071621481606,0.7111794326748678,5.5942896396113815,4.365902093796874,0.0,0.0047470740164114456,2.255670770425433,0.030522716301445124,0.0015407121351709424 -1998-12-27,0.6574489212708727,9.7378952717815,-2.2908820719563514,0.7406197402291745,5.633969182773196,7.5108570351905755,0.0,0.009488051588685265,2.370075081887885,0.035268604296488745,0.0024476272060866516 -1998-12-28,0.5980974119872438,9.73627434594381,-1.725796200775267,0.6402659472417793,5.571980084328182,8.515541647412823,0.0,0.009718251910017406,2.736246151493439,0.038842844385791594,0.003073037691872873 -1998-12-29,0.32769547219537154,9.528839973663446,-2.121195793032658,0.7718905334311331,5.540109203760063,6.254579317540689,0.0,0.005582145423596252,3.0168279419063166,0.03896143275139167,0.0028503672093539868 -1998-12-30,0.08516066268349727,10.475134804159538,-1.4447194423560148,0.87130625767549,5.815575719813598,3.1400107078616224,0.0,0.0013998759897392993,3.02785035923168,0.03626447017033846,0.002068606885570434 -1998-12-31,0.07818308325502271,10.570593838912195,-1.912899974314236,0.9778770432357399,5.901954164315761,2.2324600792693508,0.0,0.0011890540005882744,2.8037959802352233,0.033573104317241885,0.0015276168952411257 -1999-01-01,0.028779391610030264,9.221822403980438,-3.6188954862453935,0.9526399329024432,5.572752401996515,1.333315610137733,0.0,0.00040091646962012173,2.591631776174367,0.030526015474778605,0.0010554522559703917 -1999-01-02,0.02567322914263444,6.92298203188388,-5.443951932941307,0.7747412053184152,4.921640062062441,0.9297170863413823,0.0,0.00032695795306599343,2.3712932037057946,0.027923035637007442,0.0007368339908227106 -1999-01-03,0.007133377214177017,7.7894991094807065,-5.345397425101087,0.4553428481855255,5.204151638271333,0.5554875294071244,0.0,8.375620126050993e-5,2.1958132124817316,0.025662835860994555,0.0004923974157843761 -1999-01-04,0.005816900187000924,10.214943310079306,-3.9818466518342728,0.8358374445256195,5.949200071617956,0.36774516362822607,0.0,6.239446380179158e-5,2.007564646801871,0.023454531493231998,0.0003300280538524685 -1999-01-05,0.0,12.354327054308419,-3.170589646875614,1.1324047144831726,6.659905117255752,0.2189284869602862,0.0,4.440892098500626e-16,1.8093583526542532,0.021077799450550994,0.00021483275173949352 -1999-01-06,0.000414675893179208,12.164148969146144,-3.1330139560984303,0.7971559472876597,6.588118764154744,0.14247109429065605,0.0,3.5450022089841696e-6,1.604221174197901,0.018692920940602202,0.00014038580319904049 -1999-01-07,0.0,12.016490160424631,-2.7492106894812407,1.0949537976007122,6.506616023031178,0.09160984345719028,0.0,0.0,1.424758111863857,0.016597467109463526,9.1384559749825e-5 -1999-01-08,0.00028996935183775555,11.402609690492705,-2.4785751914868217,1.455570905677833,6.260109854024352,0.0607816883901119,0.0,1.9558027125343995e-6,1.2670878006797581,0.014764092710338376,5.978485317851307e-5 -1999-01-09,0.08909556305989849,10.207536708080422,-1.5523321986928118,1.2000144010600042,5.726785799341682,0.4035492972585123,0.0,0.0005580034497024433,1.1324866562689744,0.0142306055589272,0.0001238813980272514 -1999-01-10,1.7794734014610942,7.736491724094097,-1.5134055814480707,1.1821240290288406,4.799505214850498,12.474367287648938,0.0,0.01892275433568269,1.1026515567057236,0.0335748038914192,0.0029619098575522002 -1999-01-11,0.8131035445984565,6.82595838428074,-4.121132061621762,0.8835415321479638,4.781639191308554,11.708423456920816,0.0,0.013287878072053783,2.645965691824492,0.04029581400718004,0.003951339843271427 -1999-01-12,0.3861367161482474,6.770140334605161,-3.6511999542607416,0.6367352768974278,4.715379586618765,7.982271076797278,0.0,0.006972146528374523,3.176272633416141,0.0414996563399038,0.003633748832138042 -1999-01-13,0.02764939740702864,7.764742397706961,-1.7055059698484067,0.8406774005642909,4.835888797780944,3.1529815947548308,0.0,0.0004871954452421029,3.2751203814969916,0.03847503117829428,0.00243958240731061 -1999-01-14,0.031641049413155715,9.363185322881067,-3.1478900207368588,0.7599166254563778,5.578471015661533,1.9886577423369076,0.0,0.0005158726338886435,3.0297998868746787,0.03566371359776327,0.0016666027161840143 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-1999-05-29,12.729589690003625,20.684090177751838,13.664951158677109,1.4036351811512648,6.57083396625072,4494.304935771428,0.0,5.046155473651364,51.04150179550498,0.7428900278944036,1.7546037041114593 -1999-05-30,4.8819117301464585,20.86636663536586,13.205826867320258,1.3371931179690866,6.835127609855826,2686.836910680433,0.0,1.8920361037637816,54.1571975987083,0.6877656404256518,1.4302549924903767 -1999-05-31,1.5742963784870765,20.20822415954402,12.67349013207484,1.039592017614014,6.660859518395843,1410.3354622907586,0.0,0.5295966624249215,50.193352425781924,0.6030580497900093,1.011667693611653 -1999-06-01,1.752118178638058,21.5249937678829,13.022445293061805,1.4807960701185974,7.245625902876427,1031.886868276059,0.0,0.5092072946292006,44.60035647840471,0.5399749383115096,0.7360824531894963 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-1999-07-24,10.415007922834151,21.31124947807844,13.832218327432575,0.3472065275198816,6.832662226313546,1796.5609029081063,0.0,2.3001295535330737,30.978839579980544,0.4822102901125755,0.6021942773947602 -1999-07-25,4.688623663408527,21.086351817680217,14.008428867113352,0.5593648084066771,6.643652194925532,1248.9922059370624,0.0,1.1027299450462413,35.86617600390132,0.4724359510601449,0.5599070960062009 -1999-07-26,6.1362915000569735,21.53891271160355,14.21886686305617,0.8311439181004697,6.821100852814842,1386.785512853303,0.0,1.4509707541067662,35.307666224807654,0.48279404026314227,0.5854049360945456 -1999-07-27,9.266774397193961,21.60937707297016,14.56926259528487,0.7784204744508972,6.730306772204184,2001.028028187163,0.0,2.3424156595716124,35.917304639666234,0.5263639206128965,0.7377384875968106 -1999-07-28,3.896518273644848,21.577063721795735,13.501283195014794,0.7928612195820716,7.099468495146699,1275.5384522174272,0.0,0.9989920594779531,39.11619854922628,0.5010690213388932,0.6323443806920113 -1999-07-29,9.388753005344745,22.913552729039665,13.794764041214785,0.2750372780346577,7.719786948352103,2084.0381865990084,0.0,2.4547088632301435,37.00058328441137,0.5404043513686919,0.7853921590190379 -1999-07-30,4.199772655990505,23.231145313574945,13.871019829655307,0.08595252701736937,7.86577998531703,1367.6755124826539,0.0,1.085151324411659,39.22780569522029,0.5059018771859756,0.6764837019659317 -1999-07-31,2.1835352463664144,23.970512508330692,14.231060839521122,0.4509508260423841,8.146957080818321,845.7418624904101,0.0,0.5068910671235862,36.708576220142255,0.45306675954875963,0.5175407484208204 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-1999-08-05,6.252719171452742,22.667826638761305,14.534909486352436,1.0068229383460856,7.354181287403055,1445.8129389162584,0.0,1.4538212749411015,34.708294620493014,0.4771680705103889,0.6116971716446787 -1999-08-06,5.995027772312576,22.08090712141564,14.693796951165126,0.9071564203296444,6.969774899434098,1408.595074478743,0.0,1.4052330822816232,35.09779146193787,0.4787035146501935,0.612153604992326 -1999-08-07,3.367274734037391,21.8201970953759,14.356433966544593,0.9056381409776266,6.950106584577738,987.9749599078666,0.0,0.766870448538949,35.50662542411604,0.45285461013972705,0.5152505802520554 -1999-08-08,4.1695198894268986,21.966422517225624,14.767477543022625,1.0518941511093105,6.880882672168071,978.7897526822535,0.0,0.9064916599872008,33.66104466404698,0.44070045692690735,0.47343065762892717 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-2001-01-31,0.04892087640512226,15.651603569346062,-0.26786287298756656,1.8740671574886736,7.645042823833841,0.7464762175273361,0.0,0.00038568625305528126,1.4557585893471414,0.017528496756854913,0.0004876700325703048 -2001-02-01,0.36987809467484295,15.625668784217346,0.16378862579275644,1.9440233381660352,7.592071483561375,2.2673920001364265,0.0,0.002943320506140823,1.309008163465773,0.01955788790952456,0.0007656142988862842 -2001-02-02,0.11603305238056875,15.523924616683331,0.4209854759593977,1.916820842556504,7.523826959747675,1.2848503477823638,0.0,0.0009394975566578284,1.4619833873203845,0.01838282283711047,0.0006414313067229778 -2001-02-03,0.0,15.045171288637775,-0.5739732808559315,1.5454367400833051,7.430227887346555,0.4853358403600729,0.0,3.1086244689504383e-15,1.3760251975453137,0.01602976166120873,0.0004175416334057159 -2001-02-04,0.0011246677766711289,14.643964747611985,-0.7816041649011678,1.9706522879393065,7.2918939380326835,0.28156247856553474,0.0,7.19808953146832e-6,1.2021627040789724,0.014017482975745454,0.000272895994357526 -2001-02-05,0.031018806765935568,13.265455441572865,-0.5479016209659728,1.861591972563617,6.738372568712452,0.2936694492637512,0.0,0.0001764852097034461,1.0541408258921654,0.012641374814142058,0.00020451494657483505 -2001-02-06,0.02936869600581725,12.415652803206026,-3.920473741854922,1.5265571609348692,6.685253648844838,0.24294303168676937,0.0,0.00015235560807123905,0.9608963559130489,0.011535917214307538,0.00015632801006702524 -2001-02-07,0.00012958987143191108,12.802842818752904,-4.3710961936388655,0.8805913140238036,6.842284816301996,0.11178684977242095,0.0,6.04737782016249e-7,0.8777873980385232,0.01022713835446274,0.0001018542673981486 -2001-02-08,0.005979565682518982,12.844345767238591,-2.8752650501610484,1.2343366881988955,6.772293946296436,0.0832384151317146,0.0,2.47499880014811e-5,0.775885906667801,0.009108203247485435,7.007089222572276e-5 -2001-02-09,1.9944149094643973,12.317153065191336,-1.8570217976317824,0.9450307947686424,6.49769666204949,11.783901776558237,0.0,0.017966693952512935,0.6919472255737051,0.031294299579087866,0.0027813074303331938 -2001-02-10,1.3394891993473188,11.112433961085367,-1.2452526228883265,1.199028146463672,5.9867226798846005,17.181399490730502,0.0,0.021934408581468334,2.388571365827472,0.0434293808172325,0.005150338155076674 -2001-02-11,0.5019706621990268,14.500652326249984,-0.4151295511805281,1.6807308405268495,7.184706382282567,11.031398317811188,0.0,0.009684072346224593,3.346275349307802,0.044829459873404816,0.004827171148735117 -2001-02-12,7.905160254498633e-5,15.434616161458425,-0.17767541696223724,1.4136852988109467,7.520900882119836,3.8082268256422624,0.0,1.429899331082616e-6,3.3752515978307933,0.039320316179317305,0.0031424792640793587 -2001-02-13,0.0,15.036476691947042,-0.7950632172289026,0.9885307047026496,7.419334966020503,2.095653514033737,0.0,0.0,2.9415779493597425,0.034267390975266654,0.0020456063043902506 -2001-02-14,0.010652650316127906,13.49520412986066,0.16421768211295756,1.0076970216183294,6.726000358066708,1.4305249668425688,0.0,0.00014658196599089644,2.5690571628496617,0.030051872257787743,0.0013539128304113938 -2001-02-15,0.09020058040689916,15.719684717708185,1.3764000144704234,1.1946524841046104,7.460349506107919,1.6229134222588717,0.0,0.001121916467016315,2.2837795558541347,0.0276552608488516,0.001052161974656825 -2001-02-16,1.259886194773882,14.00239342330207,0.8042722932871145,1.401542517527926,6.84254059072348,12.643994267236158,0.0,0.018206334281966052,2.072092770549642,0.038815298418645484,0.0034570913470352593 -2001-02-17,0.4764596428960136,13.730311825173054,0.29815402540512825,1.3430834621652867,6.793455853215004,8.613419124358739,0.0,0.0081162881899558,2.9424175828184964,0.03982760430179796,0.0034862287609307495 -2001-02-18,0.011053876951469649,15.529675994870141,0.6739289508807851,1.5164401122311468,7.454264202213609,2.938956970648356,0.0,0.00017913623006960387,3.0219352326614555,0.03533226908552729,0.0022966472079877427 -2001-02-19,0.08433971905733685,15.360065477679898,0.4208568607665927,1.2317048559489912,7.410895990268611,2.3392082675503754,0.0,0.0012127250744075196,2.6470001488602986,0.031818259706712405,0.0016796646979168964 -2001-02-20,0.3255668162028029,14.646152559112132,-0.8189496375238134,1.2751368566238828,7.250232520920617,4.064342239874178,0.0,0.004435000290163416,2.3860122718170556,0.03158806000356305,0.0017686770856971139 -2001-02-21,0.13218188821029336,14.631831928607767,-1.1437469259596027,1.5917351330195322,7.269085676327567,2.5408993002637166,0.0,0.0017247734669911252,2.3761913989368653,0.02922085004114726,0.001413947895065913 -2001-02-22,0.4567112556728047,13.448381706116313,-0.597894243086987,1.6747178681338333,6.766879868380488,4.90729387352511,0.0,0.00591903725906795,2.1974662880927256,0.0309193708872419,0.0018216744876427477 -2001-02-23,0.11567975104818565,13.804990735976872,-0.644546959865576,1.368929775374388,6.903990889817023,2.5092843450694895,0.0,0.0014866214505368236,2.347800017342374,0.028697870951022282,0.0014121845501749715 -2001-02-24,2.484308399280524,13.192144159350807,-0.2324787284781417,1.2740496544847046,6.624078093553261,30.757400573472175,0.0,0.04550277732795127,2.173492565278695,0.05426022681882879,0.007847735821554567 -2001-02-25,0.4324489880666274,12.437200800507743,-0.02276444936384308,1.3555426525274616,6.306950391309523,14.355162514790234,0.0,0.010101941283598148,4.128847026585018,0.053136009508778885,0.0066466769707354415 -2001-02-26,1.156922404047767,14.179932055558856,1.7852313095198276,1.421022910442569,6.752295401553818,24.016803004709505,0.0,0.028932118333754975,4.068186602783662,0.06086898131135762,0.008732016739132384 -2001-02-27,0.03382512295013576,14.102926504546726,0.3818971583599311,1.4594486553167243,6.897025309184202,7.971819071032659,0.0,0.0008439121176541386,4.6193919705444815,0.05420682782527667,0.005812630579254656 -2001-02-28,0.03525846541093085,15.074045771636722,0.14279979233731038,1.229631406739438,7.296269968992917,4.475746666705401,0.0,0.0007805101014683319,4.103049214849155,0.048208481874936204,0.0039025935067335416 -2001-03-01,0.1305640582949463,16.184902356335346,1.0082088877037565,1.6803666081244089,7.638207452157986,4.284810639389362,0.0,0.002582182776009273,3.6214036656819975,0.043707883026551646,0.002933580424731666 -2001-03-02,0.04877862903029412,16.106007648797878,1.8215559648876285,1.6212409957372105,7.509534051990145,2.624625224306122,0.0,0.00085878900738795,3.2618541559128866,0.03856662987356036,0.0020403862913220038 -2001-03-03,0.00602401829551107,15.69915658058468,0.0891210062451643,0.8932873523567233,7.532611935846885,1.450656194014968,0.0,9.311401254146357e-5,2.885903280593202,0.03368899452235695,0.0013423735614599857 -2001-03-04,0.395017196272178,15.134666947898207,1.384386857900116,1.5341930049429942,7.166474410640388,4.634002892196248,0.0,0.0057407697954670045,2.520153064512804,0.03395975928753886,0.0017479391056143556 -2001-03-05,0.5035475355869187,15.366325426453107,3.113028643616133,1.4203355993041722,7.015890317927026,6.416626520816184,0.0,0.0075700040690250825,2.558586292771581,0.03567178532113687,0.002290471154357861 -2001-03-06,0.5275477116749139,14.27513719896913,-0.6797402895806759,1.369690546136543,7.047096788014871,7.413420696324174,0.0,0.008354543692728367,2.6953044116133427,0.037544044613274596,0.002763091766647216 -2001-03-07,0.06857976505392785,14.82443200629567,-2.1137483714787404,1.0626432733619038,7.36102764555753,3.0064503725942355,0.0,0.0010527414420854753,2.834901250860794,0.03382358750114713,0.001958938311281122 -2001-03-08,1.7744125216681808,15.241797999669185,-0.9340350706043752,1.1392540352185594,7.4272660011336,22.666076956428228,0.0,0.03259097960468327,2.53870525277527,0.05024490108494163,0.006237634875705822 -2001-03-09,1.7906911304924351,10.830082518656925,1.7165414855409062,0.9953235723357934,5.375276404382535,35.29904958680789,0.0,0.044915394690525856,3.7644835475853697,0.06471402284988804,0.010899439503469732 -2001-03-10,1.4198928330500145,11.410873463942776,1.837689620676715,0.8124548313790919,5.586418538448332,38.66594226068751,0.0,0.04411689473030722,5.041902242010145,0.07527553648113754,0.013812471796295047 -2001-03-11,1.2103249836902008,11.33496490286622,1.393866954983742,0.6229039299902547,5.629079411195366,39.35004773110744,0.0,0.04223407673337176,5.839853384449382,0.08212980337270707,0.015422032051860607 -2001-03-12,2.9864568611767663,10.636156003448782,0.5930950261740631,0.8656569585987935,5.479273663678243,96.12888281222733,0.0,0.1277136111178332,6.3653589353141555,0.10894232066730725,0.02948530201185638 -2001-03-13,0.2338715015778964,10.813467487350914,0.9866456788014544,1.0719033006371217,5.482971144838342,33.95086158128985,0.0,0.010941328596663663,8.46196238897397,0.10130057571595999,0.020859524713534496 -2001-03-14,1.4705951241632216,11.853085445622225,1.3037675392164794,1.239273853574665,5.840281313681317,59.883588042429565,0.0,0.0690173111582244,7.8693489663823275,0.10880402333295919,0.024087475394313537 -2001-03-15,0.579445768467478,12.202846369196903,1.7282054300754726,1.4338075302344648,5.90864008638319,37.69859152571869,0.0,0.027446191209364312,8.3928605390938,0.10452129213777046,0.019858902439348257 -2001-03-16,0.2871235875455025,14.11202593352628,2.167216889644632,1.3360142406074345,6.605061462754166,23.206021522713733,0.0,0.012816891120974505,8.05281561417234,0.09715464361480633,0.014878773134266755 -2001-03-17,0.2828812918890873,15.918678502265179,1.83312300677985,1.1420453898379517,7.371938612648983,18.130711624585143,0.0,0.011571201781087392,7.386446790274552,0.08934247823223437,0.011447268418406287 -2001-03-18,2.411496809186664,15.453617912595089,2.02718740853651,1.2635719245145405,7.1567243186588465,75.89971568007223,0.0,0.10365122791333459,6.692737636599574,0.10605816560195241,0.02323406438846825 -2001-03-19,0.026328495834435698,14.700148550077467,0.6752978540856557,1.25328857714125,7.020312977373733,21.93966201213271,0.0,0.0011445111653230512,7.974386198776428,0.09320290784116922,0.015298552648432997 -2001-03-20,0.8315993801039009,15.655698767649419,0.145666508960981,1.0064355366504156,7.440055090401458,32.46461214225227,0.0,0.0336347813405683,7.029541876085492,0.09157697180735042,0.015080031081491063 -2001-03-21,2.0313012928692142,16.830140536759785,3.4975890775424348,1.696889670807327,7.501133623741384,68.59353697851833,0.0,0.08693590505526405,6.850396732790712,0.10346576701657263,0.02305366730486136 -2001-03-22,1.1883655645929032,17.104483441943582,4.8940588918648364,1.8312685911555129,7.388683466558283,55.40076239627116,0.0,0.05388267841137662,7.727290566288475,0.1038613559448402,0.023211287679803967 -2001-03-23,6.0394503420524215,17.252293763108803,5.5183807837187615,1.603880432057335,7.335888026168282,252.9028403608804,0.0,0.35861927508614055,7.774046040985259,0.16091787790155718,0.06971453979530952 -2001-03-24,3.904662576475439,15.604481967173204,3.8129083243768873,1.1742311230132911,6.9273657177781205,264.8078317152055,0.0,0.3036500457543658,12.033297462561388,0.18566644073624686,0.09161609405391073 -2001-03-25,0.42196159441545256,15.12547408211874,1.3746141816725777,1.26510517883509,7.079958969376666,100.63967086791003,0.0,0.03332251738702674,13.98547131276629,0.16783683617419634,0.06471161681206826 -2001-03-26,0.0981514812675828,14.650092432309412,-0.37594940815474304,1.3407710470365155,7.080593996269,50.01122981197971,0.0,0.006874569189204954,12.612009023267827,0.14806476213289094,0.043170975814427186 -2001-03-27,0.8261972168637356,15.077768614468374,0.012202867578968296,1.3048142163757095,7.201631280236687,63.08336439685967,0.0,0.05256727315849752,11.133871147911924,0.13932669669212425,0.036106420124048653 -2001-03-28,0.2709931982675784,15.34728571719354,0.9567210440120608,0.8332817532524722,7.202772929411786,36.893532872822696,0.0,0.015760077336472778,10.45476982075007,0.12494787532682348,0.0259032870941159 -2001-03-29,0.4236002210512275,16.342403644897946,2.6139458930198263,1.0432714854239875,7.390258539221777,32.53952730809448,0.0,0.022235616758887744,9.38022953511816,0.11420797717862008,0.0202475235778583 -2001-03-30,0.9132266542970956,17.23087177315436,4.948791675675096,1.4319954461100033,7.398739837974366,43.88466628425599,0.0,0.04489679521042256,8.545232144168539,0.11018463941811209,0.02001638653818968 -2001-03-31,5.874327390142898,17.73964590518075,5.45601860042027,1.199108296682902,7.5248633323004,252.08148583679068,0.0,0.36179346627996,8.243941060766042,0.16446826609044,0.06811812681345468 -2001-04-01,3.7444278801335393,17.75933916369967,5.1266945176177705,1.3497087315764684,7.5863430331376085,257.7083008752192,0.0,0.2941815388465141,12.250544751314703,0.18633059882700923,0.08913518418095942 -2001-04-02,0.4153356084782374,16.890423561464857,4.784345448712948,1.3576930905807925,7.268444044060638,97.92409946192119,0.0,0.0324622430921267,13.850002889710401,0.1661815325405034,0.06296567161747374 -2001-04-03,0.10160486140079457,17.84041385829427,3.324228791757579,1.3610948797232552,7.883586541250114,48.87632514798136,0.0,0.0070172377121998225,12.441324620690589,0.14611663397584843,0.04205617094241126 -2001-04-04,0.07628006799770028,18.825576737262484,3.4890327849336815,1.4326671148111043,8.26256843550904,30.991652604846397,0.0,0.004549512045675788,10.812723953366074,0.12684952245190023,0.028069321061506617 -2001-04-05,0.02005874415965931,18.71211708801187,3.8394940830642295,1.291434621247025,8.165118448684854,19.250259052979317,0.0,0.0010234810439943634,9.322236914883291,0.10883141751339323,0.01842764886159006 -2001-04-06,0.48535380087668606,18.864018719598285,4.30412057808487,1.4115480727467251,8.159662020201834,26.347894976845073,0.0,0.021844190707517364,8.019331165506296,0.09907382020182431,0.01532163404469708 -2001-04-07,0.136768376390262,19.717971282724093,5.6366958138850345,2.141824659487282,8.318088740420711,14.82377573231518,0.0,0.005475836760713643,7.3037736785915754,0.08667727595710065,0.010807440686612406 -2001-04-08,0.927768778396162,20.111494631132352,5.733088263327371,2.210183712946003,8.467975366049451,29.912719117995845,0.0,0.03438455173372723,6.372493234623505,0.08504310847056819,0.012270691895182073 -2001-04-09,1.1442083553182267,19.15120919524542,6.513633076581242,1.6869417009876624,7.910964038755515,37.58935943648849,0.0,0.04221425839159254,6.233905609258402,0.08595003098226658,0.01441538816458293 -2001-04-10,0.7988467078118746,18.23871688460498,4.662696194165883,1.5453221288694399,7.825012399972972,31.13714982157168,0.0,0.029313502349607834,6.370873317375835,0.08352238271971742,0.013847153947428189 -2001-04-11,0.6662569634828127,18.61555407308085,4.53487544611268,1.1108246605063188,7.998383525405619,26.316855531546786,0.0,0.023580227311053803,6.20205110269659,0.0800111375235101,0.012604284357865987 -2001-04-12,3.636356771203576,16.6429228196981,3.8103566787696335,1.495846924575776,7.280897463058515,109.741556520034,0.0,0.15311848028151687,5.921567204161703,0.11134334136785509,0.03151934732868357 -2001-04-13,1.1886830762294849,18.76926920904774,5.460292509581762,1.4663442583917965,7.90977082152346,67.43705500806138,0.0,0.05805392566262735,8.349789397884713,0.1111167445514859,0.029357181503397136 -2001-04-14,1.1393121719362154,18.522219769571272,6.495538598419485,1.0439413264576982,7.613740539945143,58.91005535559153,0.0,0.05471089434121312,8.229128528988168,0.10913598954501687,0.027440687268277603 -2001-04-15,0.9674456783884222,19.569277300896854,7.617249339626618,1.4420858272223809,7.8571153583132975,51.034621352350065,0.0,0.04545624092533429,8.130950889584877,0.10599015827903739,0.02478398189663976 -2001-04-16,0.7094744091130526,19.149042320480195,7.501801614127246,1.53622343433997,7.685715339427716,39.7683625106702,0.0,0.031740396104126156,7.859191725832809,0.09981915748539888,0.02096615156925752 -2001-04-17,0.0702902051017793,20.564601955967586,7.497516897641147,1.7712320752188715,8.320526117473044,17.5710601586655,0.0,0.002850068412566076,7.42857608834434,0.08735671383608844,0.014081944281795222 -2001-04-18,0.5208711183661703,20.555598699408765,7.524273270611911,1.7918810883336909,8.306744650989398,21.80798478047214,0.0,0.01885923208272855,6.421970726592769,0.08087940556952887,0.01203828056451517 -2001-04-19,1.0531087950183409,20.18260943574644,7.788240525925204,1.9384941652347645,8.082765057762183,33.07392473932694,0.0,0.0369244745778472,5.948847528556949,0.08156804921111124,0.01345865158103737 -2001-04-20,0.24979151500244334,20.43084566872611,6.892091490173756,1.899898689963368,8.356891841186705,16.417113682999855,0.0,0.008310328207468909,6.026307224988568,0.07311229993733843,0.010026319859117805 -2001-04-21,0.1571526493923922,20.25092119984202,6.744891382367668,1.7202962367503054,8.29877008520646,10.199700863494892,0.0,0.0046233922733511235,5.373666055215795,0.06443029225364522,0.00723064276536563 -2001-04-22,0.1812308910250675,19.834491562801468,7.436945044129666,1.627534817447806,7.981518453283611,8.104268621131785,0.0,0.004716632475658011,4.7425301588294975,0.057358481695472315,0.005424985572377389 -2001-04-23,1.0247442496937236,19.592062600902974,7.761348691724789,1.6892624319022362,7.80279600915081,20.991749035602624,0.0,0.026273196582259573,4.24978043791648,0.061444640526481874,0.007531892941886 -2001-04-24,0.4491061481400689,20.20986874167696,6.2350946065045845,1.6719393763651649,8.353477926750935,14.019746555839868,0.0,0.011588749409433996,4.568052125127582,0.05844649609651756,0.006667466602179006 -2001-04-25,1.4976466147806218,21.237244015559767,7.000178033856447,1.5236217477577014,8.670389158334954,31.742726585024464,0.0,0.04073660320263195,4.298286558767788,0.06751869627243118,0.010542957018788102 -2001-04-26,1.2651251375072874,19.490423233317,8.409990998154951,1.6999231048501608,7.60456353848163,34.11305102566612,0.0,0.03800647264458923,4.932389427987902,0.07219684752428814,0.01265001642278903 -2001-04-27,1.3357823371620008,19.653673492489602,8.713179071005445,1.988120659589321,7.6078346998289215,39.192338064575715,0.0,0.043730786891153395,5.3865806512339205,0.07831097620621073,0.014893224471247784 -2001-04-28,2.2530650821368825,19.583541034663373,7.701175018240218,1.7870857960128763,7.790302402490913,68.04391279504509,0.0,0.08515942580037805,5.8411983158997165,0.09429268688177452,0.022661569771356773 -2001-04-29,1.0155756643171163,19.718779416908113,7.507843637447856,1.156306178756892,7.885841650961724,46.97725662146447,0.0,0.041452597660628365,7.004041464856807,0.09342310840246923,0.021063387192553924 -2001-04-30,5.645371564121738,18.688003245127973,6.7439152827987074,1.2552003141671788,7.572469467490197,213.56863153996298,0.0,0.30165730465888263,6.926456649652329,0.146453284628766,0.059643056043516274 -2001-05-01,7.779538543505748,19.575008502473125,6.456596299011246,1.2473392469032163,8.009849878533194,476.2824997232061,0.0,0.6425544412368112,10.90559216143805,0.2176691185183902,0.13666323227367458 -2001-05-02,1.3693771283110077,18.254357237661072,7.626846414040763,1.2519264988633565,7.188144805996373,211.48626751150965,0.0,0.12842395779384708,16.01892304845585,0.2025619211220495,0.10851578579508644 -2001-05-03,0.9127060273691708,17.869253792395032,8.668168521451456,1.1034745521215057,6.7563490401644355,133.14634525765229,0.0,0.0797473100509486,15.168675455218017,0.18733720342381968,0.08278138235778523 -2001-05-04,4.7672305791497065,17.819782137298912,10.179639813621296,0.9487306657994012,6.298340453979589,348.4710845222672,0.0,0.44269812242850026,14.158824181216973,0.2204757206022546,0.12129411822493652 -2001-05-05,4.591727602189347,18.318142014221912,9.021414291293064,1.2505970550723366,6.872207114432182,429.6182566220947,0.0,0.496867372299568,16.79686961668193,0.24916267252788302,0.15461216770077252 -2001-05-06,3.183216744414341,18.726828338686275,8.961889436937707,1.5999353394411049,7.07874453095182,372.2292702679717,0.0,0.36855314382293924,18.743610725750823,0.255432690447965,0.15676291511393206 -2001-05-07,3.0126780917899305,17.487242583482992,8.657442066746505,1.2242875816998608,6.56387543688171,357.269097968101,0.0,0.3543721627325711,19.129517067832,0.25794157817594826,0.1560036867308227 -2001-05-08,6.368232579509241,16.199474760195518,7.373695095235866,1.3904583890810385,6.286071723814598,666.966093774432,0.0,0.831318038315148,19.51910727472373,0.3015699775311703,0.2281315201254001 -2001-05-09,14.890129886508191,17.42868628599255,7.828162395591593,0.5644758068206898,6.73953768208085,1956.1416772505024,0.0,2.6907195354051723,22.90971571315962,0.44034260191896746,0.5582046961740869 -2001-05-10,9.684575560459859,17.038011020106104,7.550237721289723,0.19762496074063585,6.623154544824628,1991.452673423637,0.0,2.247515960676129,32.906233642271246,0.49615408329418514,0.7055825287278099 -2001-05-11,0.11490577240810053,15.225577738806384,7.871985783152088,0.3460529791996981,5.6838342821507775,618.9871941173426,0.0,0.026086505096842086,37.03879087969571,0.432815404273482,0.46327311959493156 -2001-05-12,0.5509643285355323,15.907868956430548,7.633439347936545,0.5471202991880963,6.072042511562918,386.16326348041184,0.0,0.11057208318163059,33.0961463657452,0.3919660526419002,0.31840526014445886 -2001-05-13,0.4672506518966093,14.937000535239596,7.110938183211544,0.5799521032012698,5.7535559719510205,268.77797540859336,0.0,0.08310486957305208,29.788378925825132,0.35245759445820446,0.2199208033917614 -2001-05-14,0.2739059704304118,16.244967367652038,7.603213289696359,0.4587208250960054,6.232027105333959,176.94681392915805,0.0,0.04351493170864201,27.01228607048115,0.3178656581565828,0.1497838979207363 -2001-05-15,1.1839968771554454,18.1909401392515,8.308134257589359,0.643114325494188,6.958680113886321,211.34168083773216,0.0,0.1697796459982308,24.157958954447917,0.2952166230197999,0.1233537369288799 -2001-05-16,0.7114275375938803,17.829725782226713,10.244977432513064,0.6911326775431639,6.248184900181721,150.3447703373472,0.0,0.09181653752471708,22.125257365021692,0.26603191335018883,0.09427790934146706 -2001-05-17,6.51237072784383,18.830815468515368,10.713984687290164,0.7852149866878153,6.610085723576661,644.4414582896112,0.0,0.8832279183693252,20.254102160387877,0.3118112819990204,0.1958549862495105 -2001-05-18,11.728964531713071,17.724746984257788,10.408188742336495,0.44917448643888463,6.137227247538681,1512.1388764144333,0.0,2.040493100309881,23.52029990229314,0.41063005867771113,0.43818760920313415 -2001-05-19,10.980347436371588,17.07773084965196,8.841692477217409,1.0136868011304407,6.282755532725392,2014.556797296929,0.0,2.459974624106902,31.134885864205458,0.4906139461099655,0.6598070160316103 -2001-05-20,6.46645879490616,18.767682644150657,8.527454568930558,1.0636595467823864,7.159416080889535,1635.8558904125587,0.0,1.6138994741636878,36.913455062939754,0.5053466181182606,0.6752433932785371 -2001-05-21,3.265208884471321,19.785559415702306,9.504474010505387,1.302272301339818,7.398324452034931,1056.9502991890479,0.0,0.7840436681408538,37.25489595496081,0.47203177981186495,0.5589339435874296 -2001-05-22,1.2360882573512681,20.812518196018825,11.648806760447656,1.4514079904572708,7.3232757822885155,590.3364242726215,0.0,0.26491264652794855,34.69877994670643,0.4186168782850531,0.4041765913181421 -2001-05-23,5.286194781996091,19.68996143669621,11.751539534941099,1.1154834864421799,6.711456294212974,980.6544993042172,0.0,1.0687621780390621,30.931449746395582,0.4219110309579783,0.42583479487535714 -2001-05-24,0.5847569583274678,20.350127939734033,11.81205755873018,1.032421161332045,7.032555832059117,413.3544370668088,0.0,0.11133135133795602,31.582036214716975,0.37472135603993445,0.29415028014660255 -2001-05-25,3.2541419629548183,19.24396838254287,12.273409829658926,0.6481979757887861,6.291555204354268,574.3679520635134,0.0,0.568780314041891,27.931258274868807,0.36328879297666555,0.27808321260866037 -2001-05-26,13.398799577213062,17.906858820694858,11.832931360182586,0.457017221680904,5.715424390319542,2027.9283860421717,0.0,2.7755065157815473,27.52021834386036,0.47667884705573177,0.6036309705553973 -2001-05-27,19.84235761119185,18.169318836836577,11.782035862256574,0.6533451693047966,5.877949309554914,4429.200431558998,0.0,5.92831349845811,36.340289364463864,0.6544897885025345,1.2956086991651279 -2001-05-28,11.080456276136832,16.58870123851439,9.764304309474902,1.0280148719532942,5.74029501308213,3874.0454692502926,0.0,4.093718147013025,49.05430393009812,0.7005292311357852,1.46670943315075 -2001-05-29,3.3155116327668237,18.322015389490577,9.9740580837036,0.9286868991626874,6.5457751811634095,2007.8248519120177,0.0,1.206708338137953,52.4187459296023,0.6492663555020232,1.138498076592288 -2001-05-30,25.61742108334948,17.87868025121453,10.645008926677633,0.5295298617427665,6.113013345953496,8110.14613261352,0.0,11.142644310830502,47.926641565412325,0.8567385233640193,2.437740942943225 -2001-05-31,28.807493437862608,16.582193439473983,11.711328288495887,0.7164291745312309,4.9966803478169926,15020.854266018137,4.795718957285565,14.76950728661851,61.83012551942296,1.0,4.565949509036025 -2001-06-01,16.89212002827092,16.28278621401569,11.173174732465556,0.8306571010431029,5.049049362345727,11928.027393945995,1.1574088631029156,10.738030817351014,70.10718883483199,1.0,4.783474951174904 -2001-06-02,5.889687588298882,17.274659603114774,9.09115047488052,1.1880959091147478,6.277445217258594,6121.259770661035,0.0,3.4086306219677507,69.99403621680717,0.8839939913387992,3.632831737139286 -2001-06-03,4.403501430415983,18.28944697430741,9.483037567515266,0.9947155427733876,6.6578858781667005,3996.360618736651,0.0,2.1045286788057043,63.040582354966425,0.785677900714947,2.6852482989365094 -2001-06-04,9.186288631139961,17.381120998996614,10.716615431715416,0.9914260035593914,5.8200003996056635,4502.875736236256,0.0,4.001241260539297,56.74404497740916,0.7680437363169865,2.3572185274316313 -2001-06-05,5.677755342826522,17.73172620996112,11.036039265631533,1.0772540506549342,5.893369344830462,3327.271681279293,0.0,2.3729611636780277,56.84124041576623,0.728303960636854,1.895756864561591 -2001-06-06,6.566575798035915,19.325170310186362,11.623706781072528,1.2834970476249397,6.5329810350057755,3086.0859786646292,0.0,2.5959626154891584,54.10744738090492,0.7068112795609235,1.6293222761276716 -2001-06-07,2.6130603837818227,20.327908356213538,12.161408769486634,1.6032652850902251,6.881310559147888,1829.8246927733235,0.0,0.9289427558234578,51.83759262031742,0.6343132316980314,1.20205748128109 -2001-06-08,2.7158028385714856,20.480966420334724,12.319734429174616,1.4712690334996372,6.908863586256325,1399.1138692375398,0.0,0.8425218377321158,46.526849679491924,0.5736435530674812,0.9107693198221137 -2001-06-09,3.718887130994836,20.636937165889236,12.70140762213383,1.0362740776424721,6.864594046936246,1327.3811079653606,0.0,1.0420126582177707,42.295599822398025,0.5360376104605428,0.7515298417148374 -2001-06-10,3.4831630049028104,20.65445379946874,13.204468242538388,0.7684770373989129,6.699980324127976,1143.3288744623223,0.0,0.9025557350033933,39.6859417219127,0.5028908345087366,0.6266380489924528 -2001-06-11,8.292728299193094,19.977014212463587,12.382338153190608,0.7607727349438315,6.617245578728668,1877.4927267303538,0.0,2.1619605812684384,37.460652424595,0.5329958997155013,0.7371023546367983 -2001-06-12,11.882045380157368,19.885361237720332,11.368330109086141,0.8459119946438678,6.8921139046296,2879.8390058098726,0.0,3.475331747012955,39.68957775068411,0.6007744834497079,1.0089895879561959 -2001-06-13,0.5560834631936661,21.259291292957524,11.491514030535688,1.0532725649372,7.544629802056205,971.0258067689499,0.0,0.15720981269409895,44.20363121737066,0.5214203632557566,0.6807423156622192 -2001-06-14,0.2458664757515343,23.269281662675237,12.02933417271353,1.5799996281060973,8.393319908254828,506.17687174894587,0.0,0.057760286826053386,38.061433976367354,0.4462541072846581,0.45192610955827806 -2001-06-15,4.531931907080623,21.278214778818022,12.844915102975252,1.3812727413827959,7.1484347838757705,915.126707529728,0.0,0.9427471584319322,32.1490315494804,0.42730838269610794,0.43772983869120097 -2001-06-16,4.1739035080137725,20.506173285557583,12.987976012055213,1.165176129802046,6.687424558018862,894.743894781615,0.0,0.8492260344727143,31.676345200585658,0.41763111847011114,0.4142487608888784 -2001-06-17,1.642404160976373,20.63638871053604,13.451604649980496,1.2496856156265832,6.592574558339973,529.1330561040271,0.0,0.31531308422483706,31.285372205071596,0.38358629487520635,0.3176675487804133 -2001-06-18,3.08259613496476,21.201003113533204,13.549481883950165,1.6734102245823068,6.866963332189121,592.2966864193817,0.0,0.5559066186436077,28.845946124075603,0.3719458942432584,0.2914316388726006 -2001-06-19,4.285625527655683,22.17322402964607,13.833094754467727,1.6071479057383635,7.296238836241298,720.6935093457364,0.0,0.7609163395341811,27.82577920268434,0.37407611819333014,0.3055690531856249 -2001-06-20,5.0056507691859835,20.27282862328898,13.395812488190561,1.1599221846771302,6.408252682687479,832.0430711612796,0.0,0.8976685042278341,27.728388559474602,0.38132938959483176,0.33559438273328573 -2001-06-21,4.770467986176662,19.93671459791289,12.429067892425852,0.2152058748653733,6.568873435129253,852.8049210178481,0.0,0.8858923524389581,28.791107639087315,0.39096962701505883,0.35334636800161495 -2001-06-22,1.9419335862282527,19.560665568139527,13.215749240732947,0.3725572128054397,6.074600947077549,514.2919800458114,0.0,0.350020138009715,29.40464164687381,0.36516637251857265,0.2833076150827294 -2001-06-23,4.860930704687573,21.264536396391577,13.989669134074367,0.7922352911490611,6.739544993791951,778.0680913483184,0.0,0.8711932043990602,27.785329761042,0.38030682528846144,0.3170719773023868 -2001-06-24,8.664082616723608,21.533567867071465,14.174663830017106,1.0370203763960668,6.821135780841263,1375.375271293414,0.0,1.7093061146101043,28.515529736183684,0.43311730463686493,0.4666660620447719 -2001-06-25,11.128199545344343,22.17634616662517,14.290332491477075,1.2113528684347858,7.135688932330766,2102.099248565134,0.0,2.5949601882947153,32.32333591270333,0.5061809612560728,0.69889869660792 -2001-06-26,11.58060465492927,22.71603652625127,14.94330169107667,1.0033527871420038,7.200934790868291,2675.930531228941,0.0,3.1573735772074176,37.33381952933006,0.5698199152658472,0.9357069736627998 -2001-06-27,14.89711312655304,21.85574582786619,14.24839858351162,1.0677522324546396,6.97220757831937,3940.950614819594,0.0,4.80150633580106,41.74767333099631,0.6598734004903124,1.3402015329932442 -2001-06-28,7.1821350307253535,20.186979752676407,13.28875317848616,1.1571241938886918,6.395555667513113,2777.0218659138477,0.0,2.4664530761902324,48.16108026027206,0.6447109778674216,1.2479621257991826 -2001-06-29,8.842164915671832,19.78567000957453,12.036710444253695,0.9773564593980116,6.615895217448792,2985.387945999688,0.0,3.07311529813842,47.78235871967743,0.659637352334341,1.2802918923653372 -2001-06-30,4.0020467357391825,19.900113286857017,12.709755854547154,0.9389587167513814,6.447156985426335,1894.2451253067863,0.0,1.3319762597262086,48.55635367089572,0.6122697704341925,1.036222910786418 -2001-07-01,1.1333483104247128,21.1386089967158,12.249104274322882,0.9975602732709062,7.250090712324961,984.811515250672,0.0,0.33444238579651886,45.467378452077696,0.5428669072155021,0.7254562063364924 -2001-07-02,6.953123111496309,21.407547957902374,12.575736240140875,0.64452709752464,7.288766259957808,1741.430493355564,0.0,1.902634286553882,39.82122492371604,0.5448894774604517,0.761942071266002 -2001-07-03,13.534515468121045,23.035348847873742,13.0335412805426,0.6217983596486969,7.988947935397631,3272.260205572298,0.0,4.078028115274998,39.927746136389345,0.6227991412644687,1.116928501601958 -2001-07-04,5.211441833327316,22.826575973705086,13.435153363188148,0.668324945083956,7.762161247791876,2008.4863701903525,0.0,1.5863012466593416,44.55761505179435,0.5797758074451016,0.9686057578341036 -2001-07-05,5.6681133128877175,23.12976933509743,13.989219707715373,0.7185100551559873,7.749204214245188,1795.7765843409345,0.0,1.6141447956941786,41.891541692379015,0.5540377718254924,0.8762942144782012 -2001-07-06,10.083551815493221,22.862184658590536,14.509431187868914,0.6458061092438905,7.4336121786189695,2574.210326062084,0.0,2.911362383434101,40.14148028638779,0.5850876099187112,1.0137242796784018 -2001-07-07,10.448301773049238,24.442154264456263,14.689777380996327,0.9728317349089396,8.226303122048199,2952.629131432857,0.0,3.2393752373937517,42.576549408718755,0.6177036060684583,1.1531295955975942 -2001-07-08,9.991096743411926,22.041472230725645,14.651294133950989,0.7648734182632172,6.927585320605737,3038.785008758611,0.0,3.194384459235639,43.970434443463354,0.6286152937769933,1.23702539359635 -2001-07-09,6.769063552219302,21.604871519637648,14.336068723453801,1.0657454513210411,6.799330661307277,2437.2749505077686,0.0,2.191170456957069,46.08618774129973,0.6157278822290634,1.138883462854277 -2001-07-10,7.529554272559756,21.275463992241693,14.473370922691734,0.8841645131168476,6.560136733954317,2460.8407184409593,0.0,2.4142429151608686,45.33619226618945,0.6158501447282645,1.1089637557805019 -2001-07-11,1.689548089607027,21.948378604726066,14.802036922952944,0.7628393719023555,6.8189332033401735,1202.0407749928386,0.0,0.5041654580686812,45.59800808148084,0.5508680046817216,0.7986499226480623 -2001-07-12,4.9192330037433525,21.932326198117195,14.149130985050707,0.9036896516076006,7.051024865789782,1438.1225148182807,0.0,1.3432817560493238,40.77773483835271,0.5323387278484756,0.7244180545021922 -2001-07-13,16.85409253986141,21.84805030055181,14.213512185503982,0.9905233952387392,6.982021682253336,3965.0769099650797,0.0,5.224027496551916,39.25857262061235,0.6536745477496858,1.2669974657480358 -2001-07-14,7.404760853223106,20.105915231070075,13.957818071453554,0.6897233975272633,6.091466290694934,2781.7111755281358,0.0,2.5223964474831,47.73143199074724,0.6422993065620676,1.2088279233338466 -2001-07-15,7.727863573008195,20.830265411361204,14.037914469725598,1.1471643554132578,6.47728745783375,2693.910952424603,0.0,2.6589083554058366,47.95704322125407,0.6486914524755657,1.1917482398364179 -2001-07-16,13.707559830375983,21.23286025206556,14.335860092448744,1.3338120564473126,6.592630834986974,4273.652922012221,0.0,5.098859580538635,47.96478596542453,0.7184410619499396,1.5521487875870428 -2001-07-17,5.456433639410964,22.38299291013836,14.788154248445153,1.5270844217174269,7.07475648054316,2655.435333871078,0.0,2.046084274272072,52.531418082613726,0.6755192012528228,1.321922466898299 -2001-07-18,12.55083032089854,22.634673353517837,15.442656181613266,1.2969346369028998,6.971236668337842,4092.6759782202435,0.0,4.729953134023075,49.08956697540939,0.7180688835674413,1.5807146349488195 -2001-07-19,9.894190749783247,20.646782579002547,14.717203047830386,0.9956669571966772,6.097645895180346,3845.323611565187,0.0,3.874980319546543,52.01851671861599,0.721241112654767,1.6189939317628146 -2001-07-20,4.230593469734687,20.92991804625613,13.119090880706596,0.7620586571105658,6.869757621610791,2342.2251050428126,0.0,1.5946946099481227,53.36305275639268,0.6709269741947391,1.296704769347882 -2001-07-21,7.728183355074186,21.627581850670644,13.15787330568346,0.09122812927747788,7.23044215689755,2740.159773080692,0.0,2.732213775227236,49.02452730404831,0.6611306443487679,1.2601137694746394 -2001-07-22,5.047138271123678,22.501198188865324,13.633576316427918,0.23775617544925304,7.541448602283471,2082.1607888400217,0.0,1.6763540939802004,47.94820416711676,0.6173598491906684,1.0755245138498335 -2001-07-23,7.449702825055004,22.559651823435864,13.585067683792154,0.7490628610525857,7.5892055517320625,2341.4437714998667,0.0,2.3441771569404803,44.66513986218309,0.6071026233953127,1.0570515110920244 -2001-07-24,5.114664261552012,22.340224421789895,14.113173645092076,0.9923893618354204,7.298901317116535,1830.7282265093434,0.0,1.528282041115678,43.921514517043896,0.571238273833593,0.9207943700799683 -2001-07-25,9.770198389033617,21.854409450053573,15.0926830188975,1.1312699921772789,6.663699910703894,2616.4521820047976,0.0,2.9351481946151665,41.7522356553448,0.6002014639049045,1.0463135306034255 -2001-07-26,7.809303291328027,22.164025167183574,15.27656843512002,0.9896605439409668,6.77251504222413,2460.5677212399773,0.0,2.4518559178693087,44.397906063146216,0.6081786325148237,1.054432215984116 -2001-07-27,13.174308235561789,21.344480368547504,15.119455439442786,1.1090832566301851,6.353869653562858,3779.3810901499796,0.0,4.496217504249309,44.84111961019568,0.6758404444188383,1.3710013510803745 -2001-07-28,10.017533656665114,20.244054229444266,14.884944802411392,0.965941184165968,5.787500259452272,3605.1007819298234,0.0,3.735176862990498,49.97039355495316,0.698818726188706,1.4611932989382397 -2001-07-29,6.1256580454813045,20.191935554736094,14.864449230416033,1.2682530296578651,5.765819880135402,2691.1099153152227,0.0,2.299904398945851,52.24132245010324,0.6799357947061347,1.3013625823139536 -2001-07-30,12.812933010295346,21.01888925714926,14.76504721903084,1.2772161423575608,6.3128803995114815,4313.739577065708,0.0,5.074848889333438,50.96331552238535,0.742950104001434,1.6198465902244519 -2001-07-31,10.850334225270576,20.785749711329636,14.570314112326484,1.2192172151941705,6.257312655454153,4346.582512654582,0.0,4.571506407726982,54.51173273098111,0.7614238146668665,1.7505233820183859 -2001-08-01,10.734369005859248,20.94771029091548,14.312344882262321,0.8159512067222466,6.458165774134241,4471.0804442079025,0.0,4.658194669741446,55.78794350674881,0.7749398896413996,1.8487874001879485 -2001-08-02,14.641361946324814,22.042388164603054,13.458457496836026,0.5859259761428426,7.372412555472145,5919.601936297616,0.0,6.77223970810963,56.36335020999918,0.8271568098600333,2.234647245084719 -2001-08-03,7.544638947455917,22.309237797668494,13.629100717634456,0.7434763226362292,7.461293351139431,4044.4881161324574,0.0,3.329177707086247,58.12787117502492,0.7650402673109618,1.9615668153432373 -2001-08-04,5.6134720970412495,22.278987656587194,13.8607113383882,0.4663551304525778,7.370670899393627,2942.101167427543,0.0,2.2049416656890806,54.331053398095875,0.6983131255847917,1.612622744933577 -2001-08-05,0.6848607439097324,22.573036739252014,13.64809401530074,0.5173715507919935,7.600084360154764,1343.4892959601364,0.0,0.22797858230368628,50.231853402218036,0.5931452373040178,1.0844547207227633 -2001-08-06,4.031777818782452,22.527658774053418,13.618384941727733,0.8177687711949054,7.587763299170168,1485.2276692637479,0.0,1.1559526703294978,42.962258748553744,0.5474487000792876,0.8819399245454786 -2001-08-07,3.2688676946807065,22.4985421331706,13.699485645252638,0.7376587345233012,7.5484892028925294,1196.844463657667,0.0,0.8480342439619322,39.834376697906066,0.5021236062177885,0.7032271811946167 -2001-08-08,3.6138023617735495,23.244831707615905,13.469183050070134,0.39782842861543893,8.01609969060873,1072.6125991312663,0.0,0.8578279480600539,36.705965493778855,0.4696979896245587,0.5883848209016119 -2001-08-09,2.7972196919456356,24.355380536528454,13.711696991623946,0.4811753952907527,8.523719818742562,830.4308297343651,0.0,0.6024178563139597,34.06332263290245,0.4294003548948484,0.4747378823486993 -2001-08-10,10.201434451547524,23.44179032249967,13.81161280199615,0.3202401337228345,8.020882151758105,1810.1143584439706,0.0,2.238088142790442,30.883615200780717,0.47861300428262005,0.6498140313192744 -2001-08-11,8.516658654886893,22.38352301022889,14.432686939453333,0.292998424713078,7.2467985988725205,1895.1046135256142,0.0,2.0502602896274666,34.68259257947359,0.5032420209054144,0.7351808103308667 -2001-08-12,4.983692388761781,21.09147871567865,13.826420050283554,0.323245762241772,6.748001961871661,1404.946786469698,0.0,1.2204414537251358,37.03337403438553,0.48947036846979525,0.6643983947066726 -2001-08-13,8.703779740131411,20.94811173611763,12.880129894300088,0.3993706291903767,7.003748619069598,1961.1369105680697,0.0,2.2166388253892197,36.4560871940744,0.5260818660142169,0.7700081353792074 -2001-08-14,13.805753356928566,21.063801194872887,12.783815022670092,0.4393781193902877,7.099750207537197,3285.1839732506437,0.0,4.055531403885073,38.85742931320654,0.6134904128419234,1.1187536735858823 -2001-08-15,6.31992577875269,23.015584426700162,13.783743849662876,1.1128535886593327,7.8182921673703625,2260.0565779067306,0.0,1.969024223524805,44.86566938391302,0.5962775190514855,1.028069086134142 -2001-08-16,5.485421321742876,22.400641242270297,15.046763042973321,0.8767891584548818,7.043066067912642,1850.4729056596166,0.0,1.6046319437642609,42.955949359668175,0.564309162325287,0.913553574187212 -2001-08-17,11.496435224184651,21.90187256214565,15.161160584681909,0.8370993205532592,6.710176229416167,2993.6413106310174,0.0,3.51452162845068,41.513687014452785,0.6175320238559193,1.1298182770697622 -2001-08-18,3.4303926122805395,21.800089170126782,14.575226214796551,0.6857462368761815,6.883951966239723,1631.0341697662723,0.0,1.0469378774141278,45.555617121742586,0.5706538384404717,0.8948703549640388 -2001-08-19,6.6606679148872185,22.224648733863805,14.38344820509817,0.5989165132812087,7.197665860627081,1923.5623093823244,0.0,1.9350698961379162,42.1100993213835,0.5681464091110603,0.8771615202818159 -2001-08-20,4.515771524536191,22.161439174050575,14.665766337329217,0.2853139616558936,7.061544085679017,1509.509932986998,0.0,1.2561112424492507,41.63441592083079,0.5376184292911386,0.7622524160676311 -2001-08-21,4.936875545909556,20.520537682494627,14.016935719803527,0.3688828748359837,6.372368654353499,1430.1886198249647,0.0,1.3044259351283198,39.62182278877451,0.5190786589612307,0.694808615656258 -2001-08-22,3.292388618916513,21.606994421306663,14.163285404444098,0.8750982770617475,6.9401689179049475,1077.1868186390377,0.0,0.8312890670449291,38.90391150743275,0.4915583197290515,0.5788637937203212 -2001-08-23,4.454672266452558,21.63134235100052,14.469893520771064,1.06995953908803,6.8418274926265825,1125.6469548368962,0.0,1.0629648300742183,36.451509760489955,0.47652931758200273,0.5386652214698953 -2001-08-24,2.8898408029948084,22.119678928405904,13.826465814917164,1.5001335785393102,7.349920676303055,842.307621822909,0.0,0.6519537963782409,35.45000316739957,0.44663321723301075,0.44991533859964256 -2001-08-25,6.571841185931491,21.866594289807573,13.978832722219574,1.00172798875288,7.16109000054308,1283.618314359396,0.0,1.451061810626599,32.92366929073018,0.4600959493750916,0.5138193363357795 -2001-08-26,12.354231228306839,20.87618515702759,13.69917310422724,0.290267371611552,6.712431638590504,2442.851093130006,0.0,3.093712994263571,34.02609030839179,0.5402993356006639,0.8055357446566721 -2001-08-27,7.611993664168298,20.751434959959518,13.62537128275126,0.3880762993673621,6.672686014698476,2095.9840914562433,0.0,2.1208963633848255,40.1252166163472,0.5561061705357815,0.8473037125158404 -2001-08-28,2.5362174869862115,20.707706129667976,14.062896503549124,0.5510429572986821,6.482690191988118,1132.36459814214,0.0,0.6789410511243701,41.28441181003595,0.5104806545174578,0.6549336984741586 -2001-08-29,3.096104822429224,22.116799830942224,13.481516336211175,0.8440363496322523,7.4805645778749765,974.4842205571566,0.0,0.7628976083078722,38.189026587757645,0.48094382125962815,0.5424934868291394 -2001-08-30,2.789286121790223,22.04859340377874,13.659534876736116,0.6503287577492731,7.388022375059253,809.1005953458107,0.0,0.6245852830132854,35.26706669043358,0.4433307372299985,0.4482400989503763 -2001-08-31,15.364676742793266,22.04169672876638,14.038394502817301,0.8827726705885944,7.257289121651351,2858.7546543570584,0.0,3.86847907248122,32.66013717658194,0.5594565581537129,0.8808163242236368 -2001-09-01,23.280246116570243,21.341262096179694,14.022435519790001,1.0690436717093426,6.873998058437164,6185.786202410918,0.0,8.243382422345608,40.973203969539,0.748509178922056,1.8285467804267503 -2001-09-02,19.30026740703674,21.126475628479888,13.135359594034213,0.8075711324315412,7.0747276117129925,7552.115711123975,0.0,8.979969977076951,54.10589497906126,0.8551320786946469,2.5576311007593775 -2001-09-03,17.344622831011304,20.031736175973453,12.773520185982273,0.16745298131598865,6.6052057755459375,8190.156841624633,0.0,9.133362795584151,60.151209073294545,0.9027739589210613,3.0555870489935466 -2001-09-04,4.959820917091583,20.475047710330873,12.747944159414372,0.5044907977716596,6.860283300663499,4134.70937105685,0.0,2.4084060643226044,63.413576514463436,0.7965037753306372,2.3557589585218035 -2001-09-05,3.9136502654962126,21.45230396281093,13.924113258930523,1.0033097265995583,6.986826248513647,2769.0676547537487,0.0,1.6108331053952267,57.10804392389368,0.7108614113782419,1.7787614981544746 -2001-09-06,5.300441232021057,21.47821433097695,13.921212018187626,1.2594539636632007,7.006042602823968,2528.736339151526,0.0,1.9347024675539464,51.52900194640608,0.6620245262328437,1.4524771651851978 -2001-09-07,1.6073445794058516,21.701472968113553,13.585291455320164,1.1073183496483092,7.252853106108724,1401.8741395027073,0.0,0.5145067303560653,48.26686705938127,0.5810007891109951,1.0238356185156823 -2001-09-08,28.633488779436263,21.892186594531545,13.535521623455253,0.8043143911403272,7.378004012186926,8106.342051337668,0.0,11.32923152088528,42.472596776930985,0.828337741317087,2.391511731019127 -2001-09-09,5.662130467589506,18.995724436227942,12.83481019453949,0.2225645934637198,6.0173114438078965,3813.505044058764,0.0,2.444326295345199,58.18591519690436,0.7437864919636433,1.9289465238763395 -2001-09-10,2.1433775371147585,20.56225235715911,12.892938154428634,0.8250832679797051,6.879051006270949,1983.3921729174476,0.0,0.8190894273839642,54.97099652829241,0.6653437781014536,1.3803719921285673 -2001-09-11,0.7044041450409321,22.209115061863102,13.331438116632908,0.8705380601057742,7.628748985325904,1107.255364846829,0.0,0.22499293067029635,48.63775475098315,0.5748027349816824,0.932815786864436 -2001-09-12,1.7845311881439017,22.257618809370946,13.33638875675354,0.8262676136208826,7.657314713937954,937.0669870530991,0.0,0.47797472197907354,41.68079387820926,0.5063416008540487,0.6799979473578316 -2001-09-13,3.5098303577931813,22.123355471907644,13.535232777605856,1.1737859214991957,7.523899924124852,1018.5039758409802,0.0,0.8371040320180936,36.911869267901444,0.4708854257151185,0.5701081590799926 -2001-09-14,1.449819204450387,22.950002805571877,13.627786571273589,1.080967420797708,7.944333774941787,624.3933179940591,0.0,0.30999818081520836,34.52142394860062,0.41904062180649554,0.41831541905093944 -2001-09-15,3.046010293726044,23.098960717489433,13.066712515497553,0.8658382469976591,8.198784059413425,675.7206651637661,0.0,0.5840732153348278,30.5468224128815,0.3913337508443726,0.36123745241482996 -2001-09-16,8.460290810825697,22.47889603667511,12.840650024833131,0.7438535909444285,7.9458296938672195,1353.450993375443,0.0,1.6575337631290843,28.42060073391691,0.42963740952544865,0.48753260522954517 -2001-09-17,6.844108580569862,21.24887455155638,13.1010593344131,0.905241927274053,7.209819604808447,1356.1560080145855,0.0,1.4388611759830665,31.296017545211214,0.44430663959885647,0.5364486820381792 -2001-09-18,2.946557172390885,20.82940740224917,12.92988046025717,1.1024178331388923,7.043122763240975,839.4555834667763,0.0,0.6111038393822907,32.85741367477209,0.41709201272528884,0.44225246618566205 -2001-09-19,6.840156079723202,21.05838155814001,13.029738156543742,0.8267555906311609,7.138136056182172,1260.5654032653392,0.0,1.4241149935083266,31.008412408174802,0.440910190570083,0.5047281155628153 -2001-09-20,8.169531703727504,21.249851680065227,12.73227614028074,0.4192231187899533,7.345254302795251,1613.751183375744,0.0,1.8360731734826565,32.6642235005973,0.47568559414836814,0.6081235456328337 -2001-09-21,2.659416908237152,20.939280257906333,12.451041141156,0.5419355138390919,7.274370582419603,893.7957598734896,0.0,0.5891562556573082,34.999332912750454,0.43869893165211404,0.4855675898175803 -2001-09-22,3.079312844884805,21.806927489841517,12.503505975892567,0.5993649176874342,7.721651811641089,770.7162739757197,0.0,0.6304188991056363,32.40882498085891,0.4134127719184188,0.41207226974197336 -2001-09-23,2.359130082474864,21.420164179522157,12.879341044857721,0.5518564039078719,7.401509253285192,597.2206092511376,0.0,0.4427481082899489,30.29419189000422,0.3803890870598051,0.33565462032617316 -2001-09-24,1.5331026332879116,21.5720310869868,12.332120083301044,0.5951955947447902,7.659340336067238,417.7716701579145,0.0,0.2611139853758513,28.123126033120013,0.3454749797757031,0.25825384372595106 -2001-09-25,4.084342332845558,20.454790793472124,11.635633141849649,0.6289134079152429,7.291868227983828,615.4225007046447,0.0,0.6582314917710503,25.45142665936644,0.34407170615063276,0.2683365828858454 -2001-09-26,1.1858223228583022,21.71197808301619,11.881072354564733,0.8480898707777332,7.874253214968678,332.15611882003003,0.0,0.18062991023390618,25.547747998442272,0.3114279893769893,0.20217807588374612 -2001-09-27,0.76220894543628,21.378152975818807,12.293704578881409,0.8745506392220741,7.582441994005017,211.8150622437456,0.0,0.10210515659155772,22.88056594206655,0.2754223157630811,0.14715544350189522 -2001-09-28,0.019065231008150902,20.157107134043667,11.402164147648064,0.5604059709289146,7.220863456502099,104.16322360635063,0.0,0.002215129904845809,20.395404961445553,0.237814752381456,0.09612856366559518 -2001-09-29,0.0024330310412323283,19.781092786484034,11.00078081546955,0.2425594246374811,7.151795415238676,63.38317774313343,0.0,0.000243748772221056,17.771554250411288,0.2070549146914563,0.06261229125523513 -2001-09-30,0.7158723864076394,20.11597835327228,11.272269042116628,0.6624497769919213,7.247380645381776,82.35788834748823,0.0,0.06359425531227647,15.513820260794095,0.189064928050308,0.050440823666613975 -2001-10-01,3.912069171458316,19.15960049998921,10.210944253051679,0.7354923824797491,7.074825194911356,267.1496689034517,0.0,0.3530375916558244,14.148385684103937,0.21039206792443146,0.08658979417511703 -2001-10-02,11.485959471880145,17.760837629167927,9.055534472482432,0.5831053903365426,6.707585202864846,1003.1741456085725,0.0,1.4175929123624602,15.786362910228787,0.31770408602452804,0.27221534902561123 -2001-10-03,22.773325982971567,17.208865813281495,8.835048192895165,0.37340173500317664,6.501048492907104,3471.9358417805247,0.0,4.91527204037412,23.910248243260973,0.5438320240608903,0.9256221786211791 -2001-10-04,3.3595726818703,16.921447176724186,10.366978961176473,0.8499175744322113,5.871199639048318,1476.489637250372,0.0,0.891570712758134,40.568804546548186,0.5117358449477293,0.7382913460621595 -2001-10-05,4.992232786715273,18.338772804802254,10.852440249459152,1.1977629711301467,6.468359355500229,1396.644332439909,0.0,1.2888168099582726,38.79898693215989,0.5101380528491932,0.6768343653552062 -2001-10-06,1.5232659425745703,20.163439373768327,10.819005475487463,1.3256927985236109,7.430804745998306,760.0478400688048,0.0,0.36628924840504107,38.17640194171815,0.4624742449117822,0.4963603098222068 -2001-10-07,0.3661441998560129,19.894055281632173,10.046895940218363,1.043468146902152,7.513182980698576,399.80452388776985,0.0,0.07553509932298041,33.99458186026263,0.4002791883697663,0.3346085674972894 -2001-10-08,8.192222737850253,20.043119004193283,9.772558421385314,0.2815867795613966,7.6628566258693995,1307.2155324638645,0.0,1.657840618703462,29.488408663254678,0.43895383724154446,0.47024517600013543 -2001-10-09,21.17744255561027,16.589478771407766,8.920516543358891,0.4719513936285321,6.189395063412928,4151.501610829465,0.0,5.738621732427063,32.15327808499636,0.6212667781189213,1.1798974423833515 -2001-10-10,0.10144976990437728,18.82069975034589,9.782948392258476,1.022914097508251,7.063389944728001,1128.1099791487318,0.0,0.030256339995403905,46.37358693860864,0.5414027032080256,0.7726647545472322 -2001-10-11,0.0194886860557085,19.23139920017995,10.52636551969973,1.267994724917416,7.060915385335182,534.0422732015227,0.0,0.004824580262776962,39.88683381919152,0.4648816312924951,0.5037030535843998 -2001-10-12,0.25979337755359144,19.71690964129227,10.711007846836896,1.4171178250597731,7.259800721917873,365.46504515396543,0.0,0.05431714981053237,34.44454648413964,0.4042820564513744,0.3361576023155132 -2001-10-13,0.3659350432958777,20.056259463853873,10.247924060912343,1.3368751407166832,7.566561498947792,264.77775872536955,0.0,0.06533016458282531,29.93900609738928,0.35303204077129186,0.2287702823679341 -2001-10-14,1.0840054986336245,19.043400942610983,9.840543763252072,0.6961225650074796,7.175542553097111,262.88666653617696,0.0,0.1682786017383595,26.048689648068542,0.3160775232922637,0.1745416046807296 -2001-10-15,3.168851250250404,18.931652943832702,8.651063930753597,0.8273291959880155,7.435365967972478,425.7791141550898,0.0,0.4624426089789737,23.559436150105945,0.3113664469257595,0.18403209998558206 -2001-10-16,7.2866597419144465,16.305219264031095,7.848273511489531,0.5375576774962331,6.381424884444519,891.2901513593155,0.0,1.1387609614987593,23.087965740972482,0.35384381616537997,0.2931894266694203 -2001-10-17,0.2708138349668329,17.66665526221116,8.0785056929112,0.93099057756281,6.979865547995073,286.8399948500897,0.0,0.04258727230384357,26.7664385540753,0.3149656798025456,0.1973370782006815 -2001-10-18,0.21984269752094995,16.31931330751039,8.40089488649607,0.9566486743293448,6.240685440543697,155.78117080820638,0.0,0.03003492345345357,23.573645329379914,0.2771780217690995,0.13303042386197406 -2001-10-19,0.07009380786758691,16.063357017227524,7.108283018686534,0.7238681959250308,6.469974779216602,94.3902010337769,0.0,0.008458099225106333,21.09682499572866,0.2465802691179511,0.08788442406113886 -2001-10-20,0.06198347391214443,15.942626718210432,4.5575896710531785,0.7005478162813681,6.967562652510438,62.15686749362882,0.0,0.006569519713737315,18.703089847884723,0.2186003958649199,0.05820893592255356 -2001-10-21,0.12192361931122217,15.908420803111069,4.001145670214522,0.4220921825111608,7.054577221712575,45.6901150149642,0.0,0.011281286945179575,16.43263236929963,0.19284936596942578,0.03960902405930619 -2001-10-22,0.2640132990849388,16.94230740410911,5.252958639899053,0.4326889396501789,7.28167106096027,40.515820591796185,0.0,0.02150078884911405,14.485657060400705,0.1718236707189105,0.02905742576782368 -2001-10-23,0.4732834412126353,16.694162785148713,6.5645799808691825,0.6466956440393333,6.907101109325159,42.645137213608464,0.0,0.03433663131941833,12.857633473523641,0.15529615391476978,0.02414327784275409 -2001-10-24,0.7627596775230338,15.040031718227098,5.9847475099837215,0.7107926497161103,6.286236493315463,51.083682684680916,0.0,0.0509395357621788,11.715075328134393,0.14535832740954507,0.023472435981449328 -2001-10-25,6.395093287215665,12.535601858878335,4.752754868463419,0.5206323632255133,5.446345260030007,351.1916694336956,0.0,0.5094465065554266,11.104148029955722,0.20385431027471884,0.09285020919894257 -2001-10-26,6.654256688625373,13.913911428348827,4.911210698955673,0.4830810169824425,6.031188351759156,561.8054438189284,0.0,0.7218920291508217,15.803168776531253,0.26161379775094246,0.170359848040679 -2001-10-27,12.261252516155787,13.386682478614668,4.185722138323577,0.4554239900130403,5.960183419731319,1377.9902197745546,0.0,1.8720589579160265,20.008416756013453,0.37591979292361005,0.3959448860756333 -2001-10-28,9.7158067675676,13.04082633422116,3.762685328404328,0.5264425138659465,5.901816008308547,1651.581413497784,0.0,1.9623050959857657,28.657606568616977,0.4470242776101715,0.5565314510497695 -2001-10-29,0.9414896105748758,12.038335273040486,4.35500419245367,0.7547336406174828,5.331551671810996,612.8251972069282,0.0,0.19615711232698896,33.999200014469125,0.40703537113046195,0.39214363579873524 -2001-10-30,0.7499207983941562,14.01633772924758,6.2781727192910015,0.7840898380162014,5.755113014684286,368.8990511202004,0.0,0.14224103657507803,31.39466383462392,0.37446264158899184,0.27692537527245725 -2001-10-31,1.28289486690817,13.879167675143526,5.803973108520965,0.7937680147773096,5.81791850513631,335.0745055674131,0.0,0.22209496083018454,28.670441050309414,0.3489360780366882,0.21408264256278575 -2001-11-01,6.014353843534512,14.41759835350184,4.563593625350715,0.9765396383397216,6.348609648679166,844.1496553411336,0.0,1.058062468771685,26.710945440358287,0.38122757399233714,0.3004633798504814 -2001-11-02,3.5578758383185245,15.541550106765628,4.3990092319264855,1.114564577995992,6.8732223806073875,680.4619164288501,0.0,0.6467123955221488,28.819674407404612,0.3771765332049167,0.29405905448140124 -2001-11-03,0.3867898776336869,16.483875759108205,4.8024112443248335,1.1443823869021326,7.211755559697906,275.9434467185541,0.0,0.06461958553818725,28.205614852193314,0.3330821513716146,0.20125791020288 -2001-11-04,1.3701119998030222,16.380184582279774,4.514364765559914,0.7955711393103019,7.222121333470137,270.444214096355,0.0,0.2028056253538928,24.787363683762997,0.3047168769978999,0.1618895928893958 -2001-11-05,9.538777350447086,15.850666037030448,4.020745288100588,0.7900378639156752,7.08421727611129,1122.1763663140473,0.0,1.5377462074209323,22.702948578983822,0.3755942719048729,0.3395270930725183 -2001-11-06,0.5962744448924927,14.821504735927933,4.063306925305317,0.8327723564773297,6.6389142044113285,375.86776126688346,0.0,0.09908093524339179,27.964347716341244,0.3327119059717194,0.2361027159114724 -2001-11-07,0.4312774031134501,14.861215310271339,5.1104655662500775,0.9864766004837056,6.449738767923695,207.72437461377166,0.0,0.0632867760672211,25.058146722646793,0.29693452877627646,0.16332811781047343 -2001-11-08,0.5178313806934494,14.925647316009874,5.763685414669367,0.879533969000763,6.335855333882532,155.09683482352176,0.0,0.0676882571414783,22.486472917010833,0.26798456578552293,0.11662546536863316 -2001-11-09,1.6983130256089851,13.036237487567034,2.337644018441556,0.7877733527781461,6.203100138951909,214.62607661227364,0.0,0.20580813012614674,20.36505350875163,0.2570232780770302,0.10725502473421651 -2001-11-10,0.5063411210450351,11.144882987051217,1.9610157403758757,0.6360230145134864,5.494173604565122,119.37634007048268,0.0,0.05709474338730203,19.592717596319595,0.23414042230384732,0.07851149824632524 -2001-11-11,0.0210946640668366,11.945909836385978,2.197566159169721,0.7434573815668085,5.783852512722617,56.77073918665189,0.0,0.0021584232781959554,18.11708093855382,0.2112974619925777,0.05143594714802247 -2001-11-12,0.0,13.272358877540267,3.2690605281671408,0.7043737934084936,6.1443376976419195,33.92359704448757,0.0,7.105427357601002e-15,16.268035537860204,0.18951159675939377,0.033482384103847754 -2001-11-13,1.9459638011055482,13.358867700062232,1.7973677597169009,0.7466412215024886,6.433085189549171,131.74089370179865,0.0,0.16825911845235386,14.497329323349424,0.19155322895293525,0.04741539482391055 -2001-11-14,0.3088561466188157,9.104700610696948,0.026137460763921413,0.6361682098085307,5.026176898089319,57.18214743405747,0.0,0.02534430818109218,14.568887846451808,0.1733156418144359,0.03472423883402967 -2001-11-15,0.0033808063866185532,11.269133269438194,-0.6136316342563946,0.7196538879007055,5.948956585245818,24.99328910860538,0.0,0.00025440942379686624,13.557470158299724,0.15797472987767444,0.02264258503484327 -2001-11-16,0.0,12.05938444545872,-0.7234083285389119,0.7592965952636197,6.263699346504708,14.915913514363309,0.0,0.0,12.143207272908096,0.14146014094408554,0.014739258656186329 -2001-11-17,0.07427668205320258,12.106866003920825,-0.9633420690583671,0.7005389599506944,6.31052342654118,12.499371979153267,0.0,0.004429471506407254,10.81241821719568,0.12682262274307632,0.01026901711261193 -2001-11-18,0.5010704517353669,10.875470749799778,-2.219005229059304,0.7857392569638805,5.982888370911866,24.768259474731277,0.0,0.027288121151284206,9.68901481118821,0.1187075922471844,0.010839667064018118 -2001-11-19,0.0059460825712096856,9.093714655620587,-2.714898537238396,0.6355686405405413,5.391430816202008,8.852480868183243,0.0,0.0002966812454086344,9.129131404417802,0.10641746614402771,0.007101287896752919 -2001-11-20,0.00590134444862946,10.264570649828693,-3.3649837810411967,0.5761967681539988,5.866526414487535,4.937202328369638,0.0,0.0002662990601952813,8.280264233489103,0.09652821731506098,0.004663152626155153 -2001-11-21,0.011539991878651713,10.941907599611314,-2.169275199849233,0.7514289076606991,6.009930590923168,3.3653028702717536,0.0,0.0004670562248151114,7.444609181537874,0.08685908831720322,0.0031066094014145446 -2001-11-22,0.14120395837052138,11.554503585357626,-1.1811349099416144,0.7635453157138508,6.139380246841587,5.426823133021596,0.0,0.005167583020316419,6.682159266698674,0.07948756056272283,0.0028090975642442954 -2001-11-23,0.07517196497763518,10.742761714451943,-2.479740470524065,0.7317540814590349,5.970825151308783,3.760816294842611,0.0,0.0024956803892801083,6.101053263797701,0.07194884116935128,0.0022085946942176247 -2001-11-24,0.12799724485423022,10.223953204774718,-3.2432443725652376,0.6349597371228561,5.851917643672462,4.136035109850744,0.0,0.003873417365759607,5.541418623673437,0.06604485535068151,0.0020274763571807406 -2001-11-25,0.09025312203471822,11.720057430433274,-2.5940052034083454,0.6288246438049687,6.339470092592385,3.1919620041460304,0.0,0.0025026223439416906,5.099042103274411,0.0604517750109111,0.0017008530397653859 -2001-11-26,0.1659095841596986,11.862098883904535,-3.0407597552092787,0.8848381269615742,6.42684854184883,4.016646248395569,0.0,0.004203845083330049,4.624501871392825,0.05580504923064988,0.0017472729053360828 -2001-11-27,0.21285632542574648,11.954492459053618,-1.755609534735604,1.2108759702980951,6.357757495480712,4.659724571033458,0.0,0.004999816503692162,4.262394662931392,0.05213364322501178,0.0018986884635736145 -2001-11-28,0.11539067891000378,11.98267785270391,-2.716056810538277,1.2428640913304678,6.451274623518296,3.183300318287018,0.0,0.002507068615708166,3.987658035850789,0.04779773880541779,0.0016176951846185205 -2001-11-29,0.0280236171199773,12.018981558742356,-2.3012823899322483,1.038544400581218,6.433915051886222,1.581872424076907,0.0,0.0005507563753115938,3.6498674177789483,0.04284493976599919,0.0011369043278734584 -2001-11-30,0.06974701236358773,12.901582911998663,-1.9132821586982531,1.3156785431487057,6.729823981854935,1.5922997439799043,0.0,0.001236197585071666,3.273191649306208,0.03894297145880737,0.0009283006273814193 -2001-12-01,0.0012777162880968293,12.224363278509585,-1.9052593166158829,1.0874770570783328,6.480058197090748,0.6924716561378138,0.0,2.0234646861648498e-5,2.9585170503550273,0.03447960455958133,0.0006073611022030966 -2001-12-02,0.09827951454440452,13.406414840850976,-0.10753177765345047,1.1981633503659408,6.7506976541792385,1.3227765738900872,0.0,0.0014091020129084336,2.6323626873819954,0.03181013237039721,0.0006099201294240287 -2001-12-03,0.07741167352049452,13.161299638795773,0.2370310632743864,1.2565374574839805,6.6172479182240345,1.1424877901648673,0.0,0.0010153382131234123,2.4161325367424253,0.029048101338191724,0.0005516295803555075 -2001-12-04,0.039543807757722815,14.132180032727232,0.5379012120666868,1.4222835218413508,6.964844040121711,0.7321396562153136,0.0,0.0004712274163722885,2.2121791000238775,0.02623104693374215,0.0004308362657169285 -2001-12-05,0.13915763136404075,13.828424792457724,0.08422266240272924,1.3324195667252114,6.899637201252401,1.3090987804210878,0.0,0.0015252296550666844,1.9844652506057114,0.024738768386647455,0.0005126929065890351 -2001-12-06,0.017045789878483653,13.300753453946221,-0.5748200539022005,1.190816393566319,6.76828544805268,0.5364203576252444,0.0,0.00017113359218851043,1.8740049273380641,0.02202946017290563,0.0003597966031575949 -2001-12-07,0.2629139681268813,13.006761174104495,-0.16531797615727525,1.1705242178270792,6.61204399728161,1.9036240748315403,0.0,0.002529655940097353,1.6731215870432723,0.022553503069831327,0.0006193881652216362 -2001-12-08,0.12920946573940886,12.790624339914313,1.5618643057220427,0.9918840313182228,6.29693172013529,1.3533206030935545,0.0,0.0012280002489008235,1.7180459680317648,0.021519274780394816,0.0005901737632250272 -2001-12-09,0.07570865321949342,12.443063792945043,-0.3224102963005456,0.9031583662629172,6.415657014728469,0.9114930532386651,0.0,0.0006807395387495169,1.6492118060742385,0.02009415517706076,0.0004878280329031005 -2001-12-10,0.00029518757240244915,12.623733820618591,-1.5330508448811584,0.9923276794373751,6.612032530297746,0.3648437884085128,0.0,2.416478669624864e-6,1.5365634440132745,0.017903362246008966,0.0003179210660780026 -2001-12-11,0.003032972157699899,12.471048064630208,-1.6323534338066932,0.9867385774318164,6.565477801391832,0.22493941103250725,0.0,2.205023366860315e-5,1.3639818369082977,0.015924796737560535,0.0002103091455466313 -2001-12-12,0.0058017891475231785,12.751601671877177,-1.6244368563731408,0.9974210754237176,6.67131065203377,0.1629616791541367,0.0,3.75839563825529e-5,1.2143878809671775,0.014214383303662906,0.00014262408180090665 -2001-12-13,0.263968184161323,12.565645790651374,-1.2154394459823026,0.9076850578724458,6.564396191216207,1.2089836834282979,0.0,0.0017050815057621516,1.0818093342628465,0.01567739668418534,0.00035246542201795226 -2001-12-14,0.02478328410667048,12.442299161820225,-0.4279998695067571,1.1126722949245254,6.434820494044719,0.4325766608000897,0.0,0.00015930898571354934,1.1955541442285533,0.0142161045868652,0.0002536955703751172 -2001-12-15,0.1412518162943439,12.585222857095285,0.7265327045259649,1.226502785113495,6.346308085359647,0.7502930174260501,0.0,0.0008699004744383565,1.0868445446053137,0.014306490896632735,0.0002975990907300613 -2001-12-16,0.30707894793451845,12.182547521627288,0.6232259515579043,1.3339709880987864,6.202022489725537,1.5790338175255814,0.0,0.002041554412483715,1.0955994953271777,0.016340253923336927,0.0005045798397040914 -2001-12-17,0.6558204599459124,12.029598100077276,-0.7830179811440355,1.0018794295769042,6.3203753842271695,4.063567655444303,0.0,0.005530369252103262,1.2547231676751607,0.02225653937786877,0.0011705381781218103 -2001-12-18,0.009695086311816307,12.050376171103231,-1.1215294057554763,0.8239849054519287,6.365966225458157,1.1498344058445578,0.0,8.835349576846036e-5,1.7049210311556482,0.01997411657322898,0.0007754184636230807 -2001-12-19,0.04641738130439184,12.894683719283565,-1.0048424648485006,0.8621940423516019,6.67552890060159,0.7859597338767095,0.0,0.00038379543653628556,1.5288383802533954,0.018350662806365974,0.0005631995001005476 -2001-12-20,0.9549809840042632,12.701244174051167,-0.4760707377947442,0.9518637231011714,6.546629299453253,6.625795965975903,0.0,0.009544377542574867,1.39634241199096,0.02739132516865567,0.0018198888823219798 -2001-12-21,3.3080490979576815,8.318458959828847,-2.4713564883825097,0.7312944116938365,5.134606977913204,45.17408855117948,0.0,0.06648877791867847,2.0889266681037615,0.06287111266248119,0.01130856079181626 -2001-12-22,1.1840148859308386,4.885114186209593,-3.8931523876001033,0.612374846436447,4.089308647693689,34.27468609828627,0.0,0.03523011173419932,4.920814574058418,0.0711171288145912,0.012725646532393945 -2001-12-23,0.01134231260505161,8.386252847596259,-4.29585374296955,0.6112974333238657,5.332001386391101,10.854795414912187,0.0,0.0003479286219066034,5.674927117832052,0.06624118793313177,0.008336775059770141 -2001-12-24,0.14169253623567007,9.1330397551927,-4.195308068178436,0.7895889682828493,5.583434565063259,8.23715900140591,0.0,0.0040001699077692465,5.164928142408558,0.06181853708555179,0.006035933697690435 -2001-12-25,0.11185139382705536,9.44516960506541,-3.5753060894306214,0.9225047630697538,5.645989297718459,6.083729805415841,0.0,0.0029235145905437687,4.797685419674578,0.057192778975088315,0.004374257433248549 -2001-12-26,0.025222981887341976,9.759719595409743,-3.1308028019847667,0.8320945533233778,5.7210382004199065,3.4296660587662116,0.0,0.0006031562236761476,4.4339070733479105,0.05194584527177582,0.002939275444312429 -2001-12-27,0.01100487217465465,10.164410617071892,-3.98409342926994,0.7807258555069421,5.930450632502545,2.1180831139337895,0.0,0.00023802570706013548,4.021907942286514,0.046980703065299924,0.0019495730985099598 -2001-12-28,0.1278473002639084,9.80993623533144,-4.012432229054494,0.773015285796846,5.80834705950832,2.9385378643348177,0.0,0.0025289445330320404,3.6234702355560278,0.043700308774851634,0.001654149621965569 -2001-12-29,0.26536744092195275,9.616822804579485,-3.9865152873818714,1.0717744294157818,5.739160391614446,4.488140194865668,0.0,0.004995607457530249,3.378563285363918,0.04244932516971166,0.001837428693436138 -2001-12-30,0.005509167538326611,9.5892518611626,-4.085563189570425,1.1858116302258148,5.736775326637975,1.5606394111599793,0.0,9.707599458716118e-5,3.2862530383237862,0.038346800407051955,0.001210860974539453 -2001-12-31,0.1096476389467905,9.731130312606853,-4.183436972013847,1.10822750538508,5.793210696749269,1.9763395988959025,0.0,0.0017748098646253874,2.9690735449123298,0.035865016779208295,0.001058454604777512 -2002-01-01,0.2418925465587708,10.083456528736338,-4.060159716171897,0.6190737057443616,5.90831627848867,3.241605697703659,0.0,0.0037470119231738375,2.774113397314091,0.03513442670622227,0.0012595421195421615 -2002-01-02,0.9491585935954006,8.280880651922295,-3.4282964730547523,0.5419881680579712,5.224682702426042,11.62703074201004,0.0,0.016198530507395947,2.7117269608819976,0.04264683743576736,0.003286368288906826 -2002-01-03,0.017339749954850794,9.30684190969253,-4.481297692080811,0.583147644597255,5.665757623235142,3.2989373996928517,0.0,0.0003105530846040615,3.333713127672503,0.039037496579495026,0.002186557591641447 -2002-01-04,0.0545620401636859,9.594429081751118,-4.416844650354099,0.7546403600528783,5.761078413537681,2.0976808290608915,0.0,0.000892001382228412,3.0265665526567527,0.035893061463229944,0.0015591666117629902 -2002-01-05,0.0,9.859747549887292,-4.671121588239494,0.8202569840945765,5.868376095181382,1.0727976653095501,0.0,4.884981308350689e-15,2.7779702243617646,0.03236147177965265,0.0010149441834276976 -2002-01-06,0.0,9.627134969583324,-5.040351631822652,0.3468772129913472,5.808702545296277,0.6650367377256331,0.0,0.0,2.499764548032641,0.029120564060588605,0.0006606809610348101 -2002-01-07,2.0407515621147924e-5,10.024196637131832,-4.396824708722834,0.5321872817262923,5.908565710987271,0.43050931621934313,0.0,2.4540440678663474e-7,2.252135624740151,0.026236092540539904,0.0004301096200747386 -2002-01-08,0.4713261863295599,10.425013617385073,-3.194029224068906,0.6818932054235823,5.964932363015239,3.9973182159308407,0.0,0.005690451715084643,2.025361476442291,0.02908472043106981,0.0011464364851001495 -2002-01-09,1.8743360794603527,8.256623583218119,-3.12945094661611,0.5785034784812433,5.1858102258150005,21.93467322633788,0.0,0.03192995537937171,2.2427180944704137,0.04796089291978354,0.005608083670958868 -2002-01-10,2.181937721927593,7.146604347673107,-3.9624815551959216,0.6076472548329941,4.877587528423311,42.70614232757121,0.0,0.05691229565367806,3.7514209123692943,0.06911960982104179,0.012316336657664528 -2002-01-11,0.1614201371802921,8.455589293835263,-5.461105619585786,0.908514350717294,5.432093544867546,14.602040394393958,0.0,0.004805535723729076,5.435334180532239,0.06519839749251276,0.008749070101520644 -2002-01-12,0.3503028416969917,8.987419768979002,-4.707234452630825,0.723173663627198,5.567549799333596,12.715350399916936,0.0,0.00991552245610311,5.074125089332128,0.06319091179283216,0.007205018203866161 -2002-01-13,0.15986619696528606,10.531913939911037,-4.306647404096082,0.9153107948525758,6.077415526831104,8.108648776703134,0.0,0.0042938796647275235,4.905512651805532,0.059008233144546174,0.005343934826484505 -2002-01-14,0.04649112351547917,11.440524527640235,-1.5546371028258024,1.380829596374057,6.184437543815144,4.519542635932355,0.0,0.0011406028671751417,4.5369956483700165,0.05339451680223173,0.0036523240435414254 -2002-01-15,0.01772871333768876,11.612036037880538,-1.9226369102822876,1.4818176452742096,6.283433135592596,2.7213296939725877,0.0,0.00039108158526378334,4.097563231355555,0.04794036414260686,0.0024370392418457862 -2002-01-16,0.04008721103231315,12.603904297000188,-2.2477152002043166,1.6004472351961472,6.678006513355355,2.134340950371446,0.0,0.0007940963062544742,3.6725557498575205,0.043249776168629,0.001707310899258338 -2002-01-17,0.05154003961713149,12.018359408496465,-0.9957844516592006,1.7269036291828312,6.340957939754977,1.7574910306170493,0.0,0.0009152571705301968,3.2886022665104897,0.03891039581052634,0.001250740576938417 -2002-01-18,0.040528137015283884,12.718472916460627,-1.1293914283695026,1.6095691608913805,6.6193321863721515,1.2958503284597167,0.0,0.0006504396981485763,2.9782169519555928,0.035166335891573655,0.0009132123836449913 -2002-01-19,0.0010760139426955284,13.389473902733537,-1.1938306193099042,1.5069050634965175,6.878971988460024,0.6465821690795304,0.0,1.5407854300661947e-5,2.6775710065397162,0.03120442371944717,0.0005968044142054379 -2002-01-20,0.1804801736109994,12.78620342112749,-1.1616925839285477,1.1335604530204682,6.645852132582863,1.938772006394358,0.0,0.0023669191000033896,2.3643086497526844,0.029645066376253137,0.0007488900228619381 -2002-01-21,0.007976079233398067,12.278051739914545,-1.8030542130751428,1.3410018533898658,6.513730356107724,0.6879305519059958,0.0,9.62660180399335e-5,2.256364994514409,0.02637804002180529,0.0005021501304182211 -2002-01-22,0.02994740922426394,11.354396741117739,-1.2327868453539883,1.28458292516433,6.110049556432435,0.5547501949775329,0.0,0.00032403853601055757,2.0129735189894213,0.023798645279446112,0.0003762157879134648 -2002-01-23,1.0752834021782829,9.486302194847836,-0.035853176548307615,1.2318949656344056,5.235211465055528,9.150503456961584,0.0,0.013602221340990983,1.830295046639099,0.03384802117401155,0.002316037937986959 -2002-01-24,0.3728389438609094,9.365816315693396,-1.708521851191278,1.269430786982239,5.419883590770641,5.988377896165848,0.0,0.005649120106481387,2.645883913004316,0.035166076902599146,0.002367793833436216 -2002-01-25,0.0005269874043290503,9.108133012539907,-3.8587504715026055,1.0157440050554396,5.537006005563274,1.934998072952719,0.0,7.720910356669077e-6,2.739325605097439,0.031917427183016316,0.0015424981219181498 -2002-01-26,0.7129997291967576,9.348116002883273,-3.5077355394526584,1.1930017590704742,5.591670866095572,8.104171719439185,0.0,0.01082339663357379,2.4809718179727724,0.037207605460381585,0.0026521158094006173 -2002-01-27,0.00048814967456361515,10.227968481874226,-4.530665523630653,1.2122888280443704,5.969030043530729,2.3609711760714824,0.0,7.545881537779592e-6,2.888857190809969,0.03365891645553666,0.0017275517144147614 -2002-01-28,0.1803992569373903,10.399958636377995,-2.5130406128448044,1.297495620043446,5.877851061092795,2.865516554774745,0.0,0.0025900599472009345,2.5949449478559203,0.03233088043010827,0.001518929860578263 -2002-01-29,0.052928794854501963,10.022680724365179,-1.4064135288029085,1.2808140697564612,5.621052419412587,1.6084035406297523,0.0,0.0007137716760029431,2.496954918292733,0.02970441839180208,0.0010974342316178028 -2002-01-30,1.7102742867005694,9.009965759817463,-2.593456732901537,1.6251443022129275,5.3804903079547,19.682298656015586,0.0,0.028954683120311797,2.305414108930684,0.04678005025088276,0.005123156352474121 -2002-01-31,0.917142540392824,8.40449401589577,-4.135913045208226,1.2285583350329854,5.306040580002643,18.2284905994317,0.0,0.020222244691132207,3.645779449921974,0.05315495102408962,0.006414069490715561 -2002-02-01,0.4250414222795768,9.185795065581845,-4.608963356777171,0.8908547438433978,5.6064485429326725,11.987218863440896,0.0,0.009964311084044775,4.147828642607587,0.05327083935568952,0.005692471340610009 -2002-02-02,1.185018181415989,9.553166836194936,-3.8673592696357337,1.2893052248985666,5.68077816856099,24.0764949087323,0.0,0.030147819659308572,4.13333700707039,0.061955236178211096,0.008295982207725578 -2002-02-03,0.056754585110767024,10.882610541534977,-2.5507768671118147,1.5905863179003874,6.045853642158852,8.163570746352248,0.0,0.0014753991724111223,4.799399034109154,0.056570900914587406,0.00562494582585683 -2002-02-04,0.0,12.052696213945227,-3.99531597641496,1.1489850713657284,6.564674588455922,3.885333257141186,0.0,0.0,4.352492922080567,0.05070359488874975,0.0036615753601789815 -2002-02-05,0.0166183473945841,11.419790499500074,-4.139095878842946,1.4079156076696218,6.346751993305399,2.624572869463556,0.0,0.00034533238020282436,3.8630142569492953,0.04519509242390813,0.002436095421850108 -2002-02-06,0.0452231800311981,12.776548557759831,-3.8402849396225376,1.6777207660252516,6.809890799310354,2.1580262229831484,0.0,0.0008438935478777554,3.458298420326728,0.0408136539423979,0.0017142788824830244 -2002-02-07,6.692760407064239e-5,13.769268395356493,-3.3165652025671557,1.5281924571416008,7.1379498185212915,1.16718309599732,0.0,1.1093111001659115e-6,3.095683831706676,0.036063399800222815,0.0011160838903916147 -2002-02-08,0.00013962074595878172,14.998258554383225,-1.503563621975218,1.4434163838201168,7.475584500399362,0.7317881771771209,0.0,2.0296929801677597e-6,2.718417814996772,0.0316693530285645,0.0007268272074425921 -2002-02-09,0.0211043153549464,15.859067772994285,-1.0561515544275233,1.61283008745291,7.767474743282418,0.648950043798768,0.0,0.00026857594461039344,2.3718592794963644,0.02787640528519652,0.0005140250063547104 -2002-02-10,0.3918933677955703,15.412074060905447,-1.5451227730333346,1.2152152745917508,7.629827106053789,3.4562296808365742,0.0,0.0047546978186943645,2.0761311707435515,0.02875081444538299,0.0010585791031053177 -2002-02-11,0.0025441367805506122,15.414468226757686,-1.3516710420357392,1.2420689459358485,7.61384200465066,0.9851158774437256,0.0,2.9172643172994516e-5,2.1469820603335252,0.025040524465489187,0.000693527208788719 -2002-02-12,0.013070829022860615,15.874364843243669,-0.17646027717409227,1.6542720006990463,7.691917420592511,0.5599891167103227,0.0,0.00013085608689900746,1.8707118180557505,0.021944792077978368,0.000471378389485126 -2002-02-13,0.02010870426423108,15.89226245384852,-0.8174910497337212,1.6922589570507136,7.749788827491595,0.431242774184707,0.0,0.00017650736607745937,1.6370898666982712,0.019305241041525204,0.0003337210307655871 -2002-02-14,0.02386247037271841,14.47612327640528,-1.4989717852238094,0.9107695181228048,7.260895777233045,0.3485724121207712,0.0,0.0001843461219042386,1.4386637507709372,0.017037440004748914,0.0002453061265101047 -2002-02-15,2.7624896770229554,13.687988592782428,-0.4271750558268113,1.1500086994256358,6.862149387823825,25.886746590764048,0.0,0.03936533554218169,1.281906539691633,0.04711447692460895,0.006153636631889844 -2002-02-16,0.5518031287716625,12.696697717607462,-0.6507298575731583,0.7653487116198798,6.50426603865041,13.729434579345115,0.0,0.011388627991869571,3.569350488202329,0.04800864865495745,0.005739815080238217 -2002-02-17,0.2401377334981021,13.317406616877555,-0.25926997181615496,0.9870531287574432,6.696366649448812,7.757069014770308,0.0,0.004873933947188852,3.6622175947684834,0.04545979676902056,0.004478478291085965 -2002-02-18,0.05932581383478582,14.77449475262724,0.2948232055353475,1.085511290206015,7.198167766133231,3.9843035384931476,0.0,0.001108333048713571,3.4552113835257368,0.04094197818734817,0.003084038958877469 -2002-02-19,0.7520304275608362,14.664032230312193,1.5371811465936862,0.9521846559380166,7.0036629569360125,11.20466516352164,0.0,0.013941091297142827,3.0821064606200075,0.044665098141826357,0.004130301511481085 -2002-02-20,3.766615245090244,12.022681690171433,-0.6001275050192171,1.1853059138446609,6.231516189857999,73.32328400391158,0.0,0.10687963711686432,3.3747526046613068,0.08319209907692574,0.018962635823417735 -2002-02-21,0.9191226207562352,13.05902755137885,-0.4772805568963449,1.3290280832055026,6.609121016215491,40.846760492754235,0.0,0.034046814012706705,6.373427644817187,0.08495327183547222,0.017527915077710357 -2002-02-22,0.09695818603582423,13.828007982621582,-2.623588464627771,1.4603245427275169,7.0745790699937645,16.09950417951079,0.0,0.0034174880457789603,6.460613410528951,0.07639126809360901,0.011930211944452214 -2002-02-23,0.005066653597571705,14.315833973688536,-2.7751908250493327,1.2933848610045893,7.259139451407763,8.250625596449549,0.0,0.0001576629140361413,5.758456699878555,0.06714114381760104,0.007790013763663279 -2002-02-24,0.006032921436347521,15.381835027398145,-0.5686837184817863,1.5799018988370357,7.4960066375270396,5.214160887468204,0.0,0.00016408567519525172,5.04435265655336,0.058833571693889676,0.005095917297552882 -2002-02-25,0.09021472884839367,15.976487556804994,0.2229106731438704,1.560209809187597,7.650740422434042,4.738156528209323,0.0,0.0021570236422823325,4.400844812585189,0.05231780216227253,0.0036456413674318595 -2002-02-26,0.871430911972927,14.519763408687101,-0.15968579771125513,1.876645096996135,7.119590214228964,15.775878541097358,0.0,0.020324055972381738,3.9023710670222838,0.05561156007724912,0.0054677789502663 -2002-02-27,0.06765587750128266,14.167959697105331,0.026094410080684437,1.5769251570783296,6.961345019059813,5.751206472938957,0.0,0.0015360727686709597,4.191015897960929,0.04961064206945806,0.0037931568821540098 -2002-02-28,0.011991475412417869,14.360199629541794,-1.1730478743087718,1.4412698100545043,7.144663223973913,2.807773937361791,0.0,0.00024173314313315555,3.750965645593014,0.04383590205954705,0.0025059742940286163 -2002-03-01,0.10557026058122096,14.622656403709659,-1.1641390003032377,1.4499500537449854,7.239140753817014,2.8982475669167185,0.0,0.0018984854368812865,3.303116928882405,0.03970889728050784,0.0019203439383506326 -2002-03-02,0.3022498239280914,15.709366868380489,0.8386793796778853,1.5521975926960525,7.464612933142716,4.679974159094896,0.0,0.005079107728679699,2.9870052276805734,0.03831759375792783,0.0020234228320860892 -2002-03-03,0.8444466224592173,15.826923036290447,1.2735977084370338,1.7017878873688204,7.458914204393625,11.350280621697305,0.0,0.014894572328095768,2.869811319906582,0.043268589609104645,0.00358507183445455 -2002-03-04,0.0842504870058073,14.021745697481974,-0.005830453301152111,1.448136075779424,6.8907355636066265,4.188769330989259,0.0,0.001481645498852338,3.240487989471171,0.03873095162708396,0.002559315681121403 -2002-03-05,0.8316494731501605,13.791813334850756,-0.28311205936331624,0.7996872744413017,6.8282013431380095,11.570534062378847,0.0,0.014925964251811585,2.9332956655303875,0.043859061119110226,0.003938692776345293 -2002-03-06,1.2734065170077098,11.683692856588335,-2.0193924113781865,0.5187012700317686,6.206679652502797,21.138577939699378,0.0,0.027092043048005054,3.3252137961002126,0.05357081230853374,0.006689067658503528 -2002-03-07,1.1734389521462414,5.815760145109648,-3.97897454056942,0.3622645749568201,4.337672703796508,25.36988805106015,0.0,0.029661998982287496,4.1093225256805,0.061540593554275255,0.008870746195634303 -2002-03-08,0.01891513670863525,8.164670325251066,-4.217704233651824,0.7846188092706677,5.149234690235691,7.946429809768015,0.0,0.0004990419341978532,4.88905562521791,0.05717453553482094,0.005850425355020035 -2002-03-09,0.0886115127352829,11.535886010179675,-1.393674946280596,0.980638353680413,6.082756434664557,5.3851160384143055,0.0,0.0021538200375417205,4.474278004948643,0.05315457273993151,0.004136302854816273 -2002-03-10,0.1784974709682685,13.528985498911068,-1.0522769214628085,1.0190322647462846,6.785561138986377,5.445309826767494,0.0,0.004005508180946027,4.087117416713708,0.04969152462471098,0.0033024365454115607 -2002-03-11,0.20327447718386904,14.605629202023618,-0.06839558293967869,1.2871316723374215,7.094942704792197,5.1519081610407955,0.0,0.004224326188087657,3.769895972686998,0.046284744977346345,0.0027929470438497923 -2002-03-12,0.19894742518389066,15.636238692332055,1.2089765900093676,1.558952008272096,7.354794855554255,4.5839417256877395,0.0,0.003830472520554823,3.4907656707653607,0.04298265877094113,0.002401323285132382 -2002-03-13,0.1367637203396866,17.066501301437818,1.7706253716688112,1.5172297936699013,7.856197836410237,3.382121447822267,0.0,0.0024136220014814858,3.2256631091091776,0.0391699954153958,0.0019306582021315754 -2002-03-14,0.450337233514447,17.271098278822034,2.146964832476633,1.6140142963600963,7.8908985123728135,6.355857610802493,0.0,0.00756317439136589,2.911106761825647,0.03915854606363669,0.0024083727790758925 -2002-03-15,0.1771379465513145,17.13751062839761,1.6878879088885996,1.4609629603997143,7.884986805543608,3.8744905851803852,0.0,0.0028413351627893657,2.908266515211313,0.03594287244064527,0.0020003727386969762 -2002-03-16,0.6538221252166276,15.45776771457604,-0.08697470686024814,1.1250783624660277,7.40298354694747,8.353027050717214,0.0,0.010488217928727561,2.6700292828603422,0.038720617880976194,0.002899134755472484 -2002-03-17,0.10307224571778258,15.791405069095449,-0.7927316151070071,0.9350079829092492,7.586320689428854,3.5752506765997762,0.0,0.001629993793967846,2.9034559754967506,0.03502401765588289,0.002135391101199304 -2002-03-18,5.632543812200178,14.379413270145335,-0.17801903361947982,0.8842256262951532,6.991661469260041,109.5825872012175,0.0,0.16540306307264974,2.6171606044606137,0.09610346947890008,0.026575099064334102 -2002-03-19,0.2308467929389945,15.446593559015165,1.47108924223012,1.254276807796788,7.219973661900159,32.93628425134573,0.0,0.009236057754062804,7.2517247750719385,0.08716689132010047,0.018705466696807886 -2002-03-20,0.04584881202806991,17.691507465175476,2.149343963477672,1.5693668851463234,8.03305562549848,14.519352090062894,0.0,0.0016321831989721952,6.549804874277582,0.07683489864862791,0.012424903666662985 -2002-03-21,0.0786818876444641,18.257824531368342,2.180054565889514,1.769802775065974,8.253490835455983,9.860244776602839,0.0,0.0024317500733336828,5.68319688381794,0.06712198555090701,0.008458298188972124 -2002-03-22,0.2719097784116805,17.82978427090952,3.439807569213412,1.8277942798824829,7.919547051978406,10.523236647891569,0.0,0.0074450710549284205,4.9446602414522465,0.060769507896073216,0.006639576633738955 -2002-03-23,1.0516084959508476,14.119706280223387,1.9031850443573832,1.7232464930328286,6.6199186449025165,23.39824418627099,0.0,0.028522964381543447,4.5075284424931406,0.06476018049977911,0.008665095019885709 -2002-03-24,0.2076364007461328,15.239745355486715,2.276033562881508,1.4973438186528665,7.01246141004993,11.005661531430956,0.0,0.0056282985865398205,4.926771015431173,0.05981236920638181,0.006497561204065991 -2002-03-25,0.3908901965909096,15.648459039256162,2.167561499642342,1.5762855211250248,7.187176120145161,11.162271938207267,0.0,0.009914009342305907,4.516453929819663,0.057167235655438346,0.005739161338612796 -2002-03-26,0.04967568051027837,17.418013444698428,2.2376572943684443,1.664017840138173,7.884783712802297,5.099340871784187,0.0,0.0011555647680555545,4.302374994037968,0.050698443004503,0.003911876097729234 -2002-03-27,0.2840626890709765,17.720510811540574,3.0445555413764747,1.4766464043181566,7.90367957005696,6.551428329935141,0.0,0.0059570712930893666,3.7643623667345767,0.04716141017155437,0.003453499588500364 -2002-03-28,0.3017949832195617,17.28065683508974,2.625100641938792,1.1192251517224658,7.773186851209305,6.463367716182099,0.0,0.005911408971057075,3.5008361986627508,0.04429807800016441,0.0031481652615980788 -2002-03-29,0.059784572171403275,16.832346044638893,2.2453546107240445,0.9868122142849276,7.634780576081299,3.1155363892339607,0.0,0.0010657422286640267,3.297071164872781,0.03910509596181101,0.0022115826198546053 -2002-03-30,4.60920504604818,17.150058862078122,1.609704836595566,0.734794703851341,7.829874485585872,86.43087292502918,0.0,0.12996674598403146,2.9189728955754415,0.0876981746865298,0.021228993391255745 -2002-03-31,1.9961435972599637,15.926137681114351,2.569645007777945,1.2625166742394347,7.219375343662586,74.57131476479424,0.0,0.08145026751930251,6.510561920507061,0.09909735825706356,0.02622108341415842 -2002-04-01,0.4331830938653568,16.442707978829674,2.8781771425741334,1.5262541328083974,7.381983717743243,34.158755841484464,0.0,0.018038632920777675,7.443496536886833,0.09175798334790108,0.019815341255181862 -2002-04-02,0.06905157602297983,16.997495989931508,3.6558560028644354,1.65795009393408,7.494270833145483,16.036348254685212,0.0,0.002585851176289608,6.871778183417791,0.08085596613589367,0.013292589877962608 -2002-04-03,0.1065447617250942,17.73788886723683,4.016540058288421,2.007136467271711,7.744351299423279,11.20405051611913,0.0,0.0035129643365597873,6.044072522500681,0.07165052595790372,0.009187751975425302 -2002-04-04,0.01551085381634052,15.76007272644324,1.9158976658484468,2.054400076799788,7.2215113027677225,6.494577343342337,0.0,0.00044667105070081946,5.331157770591432,0.06228506853189145,0.006048806977714791 -2002-04-05,0.2295521875020714,19.321832324659226,1.4449602456588582,1.7711829683726867,8.67712875544866,7.854460546066661,0.0,0.005930646404280315,4.683664491471807,0.05723564691571224,0.004840517575928562 -2002-04-06,0.6707297963188392,21.256954881892398,3.925078663981464,1.7360967396910632,9.207655813010815,14.14584095237488,0.0,0.01629971305499489,4.182204666923773,0.05653339992757164,0.005632821542790413 -2002-04-07,0.4207985577537553,21.00852263809323,4.875688534183326,1.6970659384321458,8.98078971963081,10.988631104184666,0.0,0.009720295572399729,4.086951794161778,0.052512238800813286,0.005146760678721542 -2002-04-08,0.5614229434821566,21.66174462075045,6.411438679575267,1.8564089001055764,9.03725318512573,12.056428120152562,0.0,0.012349992718805214,3.8143220649518437,0.05097446594767824,0.005230768139629853 -2002-04-09,1.563284139290802,20.486517759987603,6.821505041030058,1.6691941397717482,8.446898079551787,28.781822879884718,0.0,0.03767640814037376,3.698613649780076,0.061297545709855884,0.009141773938587316 -2002-04-10,0.9304753388848632,16.51060180235415,5.454994107037074,0.7393691179062853,6.948430963621795,24.450913247639924,0.0,0.02488540888707691,4.499086851773034,0.06325072244041544,0.009740036301119949 -2002-04-11,1.2508539784172434,16.100529399113572,5.017684054943394,0.12063955409739785,6.850583509383644,31.794442066069674,0.0,0.03649182524967021,4.781557054523886,0.07027350318365658,0.01189672533138619 -2002-04-12,8.518290718076335,14.93532669321317,3.5852124292318255,0.3909510376141591,6.611338040751604,302.39990905012985,0.0,0.44763140068453033,5.321481618463781,0.16122397496490776,0.07590270257249392 -2002-04-13,5.487224263229488,15.30547524277518,3.0826273402732687,1.1599778525892934,6.840061629981099,375.1916994057936,0.0,0.45870266389345904,12.231347389080234,0.20640936014125646,0.11925334885275196 -2002-04-14,0.60355796514798,16.962216776190147,4.194478508711415,1.7621196801409542,7.345128325146132,141.25733568260102,0.0,0.05359294723605179,15.563343381147149,0.18833345191911097,0.0857886431308612 -2002-04-15,0.9838102074710492,19.18582175499196,5.9553263263101295,1.9167402131362288,7.997365054859341,113.25087604806679,0.0,0.07977807026450001,14.066269544743804,0.17532323669693767,0.0679917643560078 -2002-04-16,3.856640658401017,18.69809621039095,6.570317972858998,1.4849497513572305,7.668494967492275,258.05755398248596,0.0,0.3196180308800267,12.929142973660072,0.19554301142054278,0.09292600984076319 -2002-04-17,1.7469267419552401,19.29871409731457,7.475729652295127,1.2470294141468992,7.754442585827519,177.46263002176403,0.0,0.1501008591727735,14.505153929793309,0.18932573337436087,0.08334553810440247 -2002-04-18,3.1702595635661406,20.00219251077424,8.30369003833988,1.5708003385765812,7.898422408720009,245.19524347000865,0.0,0.27673857421272485,14.022969196463087,0.2002894712259308,0.09639156419593899 -2002-04-19,0.6413843758290557,19.516059063400537,6.781494486872545,1.6706255922858035,7.977287830280817,114.88590447935704,0.0,0.05407321118961439,14.78477210762757,0.17970427592418883,0.07097982310493284 -2002-04-20,0.16894540351721793,20.334842842502717,5.582875086861943,1.4561290969585892,8.52848003005955,58.79231899610291,0.0,0.012497699164405407,13.255260915865989,0.15638291230020782,0.04810748811354126 -2002-04-21,0.7937455157326074,21.142355653677317,6.258418031613032,1.5500528297952687,8.768178906453583,66.15023812880142,0.0,0.051718281714563163,11.416916608389393,0.1422459442780507,0.039190586125365565 -2002-04-22,7.54424834364896,20.791992979087667,7.019525576375031,1.1525420732981306,8.484735238533807,415.86806684464796,0.0,0.5928494674317744,10.340096956755083,0.20834051087410743,0.11578131907909368 -2002-04-23,0.4193695957677255,19.566104545722887,6.909032627571772,1.2208440859265188,7.958107847605978,133.55943295494964,0.0,0.0360809803851696,15.18907133757912,0.18182776631629596,0.08086205927960317 -2002-04-24,1.1174710192335615,20.036685820974334,7.34255486404184,1.5244238957901324,8.081413070355724,114.10216672650633,0.0,0.08680107785022262,13.41596576587113,0.16930469601796666,0.0658541464727628 -2002-04-25,0.29834792790129505,20.271147632792445,8.148653131635069,1.81580430034808,8.023490030256516,61.83553197834739,0.0,0.020819008448382803,12.467015137005248,0.14870783457619816,0.046037955800406836 -2002-04-26,0.03965839332108044,19.996950408264013,9.004121071814641,2.1299891516560043,7.705731062837137,33.15094840532466,0.0,0.0023972937627766283,10.972279963895064,0.12828162420934466,0.030333568832290245 -2002-04-27,0.32058553615617513,20.396857362491573,8.242633627444334,2.2139207495982984,8.05291871814867,31.117441589038755,0.0,0.017012310849871648,9.533300814522947,0.11479110260466185,0.022336103278614634 -2002-04-28,0.17364662571805434,19.18390694134762,7.549381892049997,1.8861234471882367,7.641033792996016,20.8411610345816,0.0,0.008107835387538898,8.475707155944429,0.10075911392527989,0.01577429115078852 -2002-04-29,0.15906398290488682,20.337964080044802,7.6948340136053,1.9863078895169175,8.127148310644824,15.0989960451433,0.0,0.006556646557117685,7.504953035111317,0.08928060793174666,0.011266668445894234 -2002-04-30,0.4877984496136039,19.60085934884548,6.335495577665903,1.9533790126104609,8.046284081659039,19.55806027875432,0.0,0.01806718803185353,6.588451018540724,0.08243351403165969,0.010085067905845917 -2002-05-01,0.3458846499412737,19.77883561991595,6.409156239844117,1.7445438071074462,8.106713794763516,15.306981546352898,0.0,0.011729319738282562,6.094500466522997,0.07502612496303404,0.008350867413679559 -2002-05-02,0.4584286469171228,19.908133602703852,7.613900062565983,1.304125941983772,7.937621572366587,15.534385793483503,0.0,0.014290251273979093,5.541612494845128,0.06989641587339343,0.007611924059167189 -2002-05-03,1.7009859455433805,19.983833790151913,7.779606803009101,1.4179200477119769,7.934749233158009,42.080649908377076,0.0,0.05547463542477771,5.1810509107602085,0.08017106863086196,0.013401837561758412 -2002-05-04,1.8831933561919016,17.964686723643908,6.70066601303715,1.3725366586561492,7.246639596483577,57.92231076258369,0.0,0.07028389388179646,5.940897677653681,0.0911453618086923,0.019425727500453214 -2002-05-05,0.4342829140250453,18.241582609395707,7.176229537766441,1.2884303114834628,7.268533164414134,27.84263323724434,0.0,0.016637215131018845,6.844283171041986,0.08479036560312658,0.015178497375718197 -2002-05-06,0.11312357433929413,19.64525960170932,8.228325495433394,1.201925204915118,7.676494673509354,13.745449053254529,0.0,0.003932886527530238,6.365629570253494,0.07547308650662193,0.01047932847581779 -2002-05-07,1.9570846779563493,19.191562871856426,8.659344720617616,1.1526193409764396,7.366871074049384,52.86548371970723,0.0,0.06998843045816505,5.622408127317597,0.08829595809591759,0.017478322772360003 -2002-05-08,3.3646987114151705,19.33194076331879,9.427936676367516,0.8055893791119584,7.2426678794610515,114.86331179819761,0.0,0.15216581704889398,6.615229346940958,0.11625940313944738,0.034547060206033924 -2002-05-09,1.470680473075354,19.315734552707898,9.10608241163824,0.7206079860350951,7.311502752670059,81.33990749280933,0.0,0.07609771228371831,8.72361678235461,0.11875665910738188,0.03407551335453951 -2002-05-10,2.098946488481331,20.69803149446711,10.072468218465346,0.6248543889761048,7.728978528296635,102.04057231674284,0.0,0.11441808057367053,8.898094498016643,0.1281080799294747,0.03960340068858377 -2002-05-11,10.251948958416932,16.887035799488206,10.56751074322109,0.759141539699022,5.660179391162742,580.4785400886749,0.0,0.8383833552778359,9.516029024132218,0.23028355596217173,0.15343620360750088 -2002-05-12,21.079091180687488,15.378463735255265,8.610675870999941,1.1693743823256355,5.533059321804257,2456.7451285849593,0.0,3.532630532091158,17.762382947326696,0.4524768688485948,0.6377749424374431 -2002-05-13,12.479754151010873,17.644234277048746,8.338143699796904,1.2196011014174182,6.702255812523732,2709.1923531880548,0.0,3.1922572672490155,34.67576249263462,0.5493298336085931,0.9012298396532237 -2002-05-14,12.0985531381366,21.113161295120626,9.115912864548315,0.9317587978040724,8.131082863404176,3176.249298937885,0.0,3.6561386988808504,40.77625740749345,0.6159557342699784,1.1433593961587265 -2002-05-15,28.298622416679834,20.287833753416226,9.853032319626774,0.8577866652998277,7.569708035621605,8527.625723997597,0.0,11.56668681281262,43.95395835763967,0.8416936341614004,2.505472168725048 -2002-05-16,4.557025511511503,20.29408105756575,10.559725790275332,1.1907442867831333,7.387369405560316,3600.525238548105,0.0,1.9615268187326986,58.62822661787611,0.7360653961455608,1.9296160600631322 -2002-05-17,6.53175527539315,19.21619528906411,11.106394561347322,1.2681754525969091,6.686108838679203,3048.5668352584057,0.0,2.4888103896995064,52.629439717480636,0.6891878557309867,1.6350475117010388 -2002-05-18,22.60570001052341,18.52490236124343,11.788717431317101,1.5497343700937074,6.090276735161541,7787.7253885187965,0.0,10.052549267553442,50.47023940601824,0.8512852047373328,2.5949882132696827 -2002-05-19,11.013551048026056,18.356300344295107,12.306489976497552,2.0209730300181845,5.799884242576459,5888.888040985883,0.0,5.518116646138257,61.55676106292134,0.8453949890548486,2.5294301398558607 -2002-05-20,0.4296713468924603,20.609180699582147,12.062809352433119,1.6249424092033817,7.099686320549692,2136.0769788039825,0.0,0.18940591074825425,61.69726365903517,0.7237367183849337,1.6753799857985463 -2002-05-21,1.2031506044821587,21.20843145910081,11.245003354022137,2.0510622217656778,7.638187895510833,1406.3297909412902,0.0,0.4242020804167741,52.21947355974407,0.6223373919289558,1.1551846612957106 -2002-05-22,0.13114223038102404,18.664835315583225,9.687896269743774,1.5626747323221946,6.8107121375613655,803.7272322226333,0.0,0.03757557576759832,44.89830851242035,0.5245626057065532,0.757692357331885 -2002-05-23,0.9197424982163944,19.996847601444408,9.35393148574903,1.1657439253607642,7.528711121554049,643.8796699173108,0.0,0.22414522626129307,38.917595199207405,0.4640780050001666,0.5273515350353843 -2002-05-24,1.6632991960636203,19.886253178119162,9.820332490155248,0.5187653428967489,7.359183798367669,585.9983250315689,0.0,0.3511930134198251,34.03516039088924,0.4158628779995883,0.3967553881867175 -2002-05-25,3.50142492567439,18.34429609889337,10.77022401238591,0.19673714444395846,6.3234733196683015,724.3910625482288,0.0,0.6807943884192702,30.709309421986436,0.398531886499027,0.3619301130892914 -2002-05-26,4.181921198767982,16.827246959887027,10.837585321830055,0.3319420921396739,5.495401823776772,803.2145227557029,0.0,0.8059532244033933,30.117514047215277,0.3995651918932743,0.3583177775150831 -2002-05-27,2.5745665644104134,17.449351439223694,10.431988799081811,0.7313210993191321,5.966492979347706,604.9486968546718,0.0,0.49261651090453906,30.72361445849015,0.38790125827714167,0.3082561733421104 -2002-05-28,1.6259971416592758,18.223623877079888,9.438723682822758,1.226695453458604,6.650486448017564,424.40413048596304,0.0,0.2929376735250595,29.550534018756004,0.3631854742312936,0.24526436911234994 -2002-05-29,2.928101371483517,20.00521960845941,10.099976681627467,0.8881909054813858,7.332111948770147,503.4003013646986,0.0,0.4964469224514221,27.306682890564595,0.35221476064775026,0.235246954726081 -2002-05-30,11.375391783929393,20.725358148760506,11.284865302790749,1.3573500640981764,7.3632095911125655,1597.500594635729,0.0,2.1647113338451316,26.118999330568155,0.436784264030707,0.48274399036696763 -2002-05-31,3.39376456077183,21.46345921594545,12.117184463996425,1.7323149848964428,7.494204812428144,895.3441762795327,0.0,0.6938086399185703,32.20900057251677,0.41474810242187793,0.41988626369216486 -2002-06-01,0.7257779920898267,21.562651046866893,11.925326949408571,1.540218205255366,7.597491853026375,410.5421610914433,0.0,0.13338929758606233,30.53976336052587,0.36422238268975526,0.2936367141014331 -2002-06-02,3.9714433491136014,22.25790968384439,12.584833339131976,0.8796488107789388,7.758532448774626,643.4745362779319,0.0,0.6748633362273844,26.840009925832337,0.35893256410850577,0.2939016125229315 -2002-06-03,5.971228721079585,21.928064316828753,12.817330970278752,0.5157942705225917,7.517068693515411,908.0072879342721,0.0,1.035916618632287,26.367343913828343,0.37672247043585855,0.3490497449627884 -2002-06-04,2.647308300767772,20.98824135975636,12.386783096757119,0.4985085007670431,7.159669147343636,587.4931926480731,0.0,0.45483532189872333,27.78914417216504,0.35456405872811314,0.2964703755876343 -2002-06-05,2.4122566434936745,21.99738643177004,13.035596495024045,1.0156363554272303,7.481739524403608,479.13269575054966,0.0,0.39024640881402295,26.385919575089456,0.33547924986030286,0.25240906117788287 -2002-06-06,2.5257566625269883,21.861417023723035,13.244084272085944,1.5660444694398017,7.34215707526312,440.0338415171936,0.0,0.38384438846377567,24.82131150152891,0.3185748237638717,0.22275241420475658 -2002-06-07,1.2410449966564785,21.96806433687339,12.990456781005044,1.4916344316201369,7.476597230268178,282.99069732741845,0.0,0.17425221542203828,23.660160394536124,0.29008217887992466,0.17153382627670474 -2002-06-08,0.5555647780512818,22.354994481877185,13.137546714471181,1.7670879446833172,7.631283458734459,168.88361394534473,0.0,0.06931074926151592,21.51340775559684,0.2570885841721598,0.12221404430589536 -2002-06-09,4.7639564311340274,22.621103198648104,13.390250113121494,1.2343835299608747,7.690752790817321,465.6411590165386,0.0,0.5834919163027239,19.03460775917131,0.27723715563501433,0.16840086285536127 -2002-06-10,4.600365915675146,23.14726069415082,13.134921459624536,1.0341672781103626,8.03816290271473,537.488208235131,0.0,0.6026110945260488,20.48187618786681,0.2921911339746902,0.20137748827908022 -2002-06-11,2.931097820616094,23.05354242985088,14.131061435768089,1.1796545375607437,7.681671521340601,420.61363293709843,0.0,0.3856697460549854,21.41452900264555,0.2836100648198799,0.18981119639048483 -2002-06-12,6.340951534056394,21.247300399880785,14.079968698871445,1.0789914353992016,6.707720032005104,726.5643534495637,0.0,0.8844511213191097,20.950265447739852,0.3179241953148317,0.2582289167731792 -2002-06-13,10.382399898322744,21.36450405880608,14.155090916168776,1.2750041277099071,6.744280997450889,1388.6213766701192,0.0,1.786931540260566,23.92650761170658,0.39967553735447753,0.4401816130650498 -2002-06-14,4.760874959555959,21.496265094071607,14.187657454242256,1.1407434583446632,6.804916369294463,995.9417471206759,0.0,0.9210551205181936,29.93382250786604,0.4041697290882658,0.4267817902407233 -2002-06-15,5.2266287745580415,21.208416829298198,13.92499207118466,1.103354533222645,6.739500754229131,1012.3663519218989,0.0,1.0300292633991406,30.22384732159568,0.4129740382744758,0.43465205848169136 -2002-06-16,5.652828553468297,22.026516148363047,14.060048973390172,1.6248500163008943,7.142190341945824,1098.134227418511,0.0,1.1493280191015005,30.9101802110318,0.4259342904164528,0.45794023113748983 -2002-06-17,6.231195137316144,22.133905851076225,14.06844128929173,1.4225417837436851,7.196868469577287,1224.725336418286,0.0,1.3089266394147412,31.58140657684519,0.4404912020139505,0.49740098465508475 -2002-06-18,4.624089031011164,22.039188312989157,13.971743611350785,1.6816882720665598,7.177464661958162,1043.9360047031926,0.0,0.9778378638306338,32.59240832884921,0.4335469899881105,0.47267492334536854 -2002-06-19,5.240911105866392,22.049029674990074,14.3251354571621,1.6444639290684988,7.057584678241396,1090.3752558895262,0.0,1.101814056961043,32.10619627505686,0.435068508280027,0.4754566264384753 -2002-06-20,1.5303541342635851,22.60968006870572,14.147427620843375,1.980573526265596,7.425524334252408,576.6917618925058,0.0,0.30388370379210894,32.29963490079831,0.39409646146068406,0.3557707004685716 -2002-06-21,1.1272408385567252,22.43209523164683,14.123260431365527,1.6065292913783096,7.336472484746818,383.6514650245142,0.0,0.19777897577225034,29.098457291343223,0.3521089133616562,0.2617047755946743 -2002-06-22,1.1147514320146392,22.030229911505195,13.451015166045654,1.1609926457419937,7.343063334317336,296.9274302144799,0.0,0.17359847531076866,26.108888721378,0.3171369710292135,0.1967904411910366 -2002-06-23,0.3604399682252625,21.95097669043164,12.8156708893873,1.3488451114734457,7.5003376203311705,171.40679301627958,0.0,0.049360194017482484,23.554600912232164,0.27859403019338375,0.13561714679255835 -2002-06-24,5.638642043937003,23.83379077885218,13.543789556225965,0.9167873740708874,8.254820438030599,590.791676667565,0.0,0.7635754841495297,20.66239564205681,0.30638927710120367,0.20454603617337014 -2002-06-25,10.074568661417716,23.215076376309295,14.336786144638458,1.280928382219075,7.68533311822035,1234.5824771267255,0.0,1.6178577888567975,22.335965649494973,0.37756077522646503,0.37949260454433303 -2002-06-26,7.9834585402813945,22.155262381828646,14.738468181776529,1.1257760032098088,6.96061357952414,1333.4298895763973,0.0,1.5141563841189667,27.74944418941673,0.41626411728652474,0.4775845272326327 -2002-06-27,10.09920175727489,20.911918121735265,14.687899151147786,0.8515717005198495,6.262154281044658,1856.7414119618786,0.0,2.2205366031785196,31.003309839013696,0.47881642410394676,0.6489945821549303 -2002-06-28,9.16763965888648,21.572201984338175,14.775477565638935,0.7339621017260548,6.612271488293427,2076.88526323101,0.0,2.324325975974725,36.06879545986727,0.5269738335096701,0.7763779369056715 -2002-06-29,5.2422984259310415,22.26479364588825,13.588172000666926,0.8619064905502941,7.41922304926816,1550.0839466878394,0.0,1.3769314777546402,39.26312276444008,0.5184580163110453,0.7150437057978054 -2002-06-30,12.04358208062399,22.577370082063673,14.671619757092552,1.0913401896020976,7.220061058479498,2754.617900645237,0.0,3.3650435497449163,37.961334233611666,0.5825234100624015,0.9778374370178644 -2002-07-01,6.381851337526512,22.219901363516854,14.408961349788376,0.6872106878449094,7.115334740241645,2061.731340721874,0.0,1.8724175212326122,42.610075963652505,0.5707227740902638,0.9216294416150369 -2002-07-02,7.163060579189532,22.068828303209774,15.134351623577773,0.8536502019379695,6.7574274949005595,2084.8816326350034,0.0,2.0831800934692435,41.89256624408474,0.571464830383231,0.9171323935620421 -2002-07-03,9.931532067648448,21.757579722754212,15.663191292699528,0.9564505674878035,6.353764945424067,2709.1274725692615,0.0,3.0339198097002864,42.28898623669262,0.6083336727675072,1.0589691935341645 -2002-07-04,6.072565231965473,21.959493012856555,15.488688410162704,1.0964448434279874,6.549495609868949,2120.982575739108,0.0,1.9070027863248624,45.28926756963794,0.598330568191098,0.9797085194464371 -2002-07-05,17.347873588007797,23.10336114740522,15.810899642516505,1.4000512610638849,7.092503977060769,4803.498316490403,0.0,6.185859727960715,44.38390590589349,0.7191334242823294,1.5796327259716831 -2002-07-06,22.097622873943077,20.612896455055076,15.185400141602088,0.9644437014104592,5.862984201086072,8006.005957975478,0.0,10.117844408754546,51.931634485067185,0.8623907131483607,2.5688579420953848 -2002-07-07,9.222005221130573,21.879058217275144,15.34455669065664,0.7485852229874872,6.561780933625374,5311.4145329325065,0.0,4.62927152519142,62.57478585345835,0.8363839928355375,2.377080761039891 -2002-07-08,18.081949178122148,20.95082792196237,15.399239039890638,0.6623160047325892,5.97584656776421,8112.111303300199,0.0,9.566182387407064,59.92862280011425,0.9087703321831926,3.00396044051876 -2002-07-09,7.837543219519034,21.867663772147246,15.719663538813649,0.8590605809286103,6.397096476044618,5203.774903575347,0.0,4.086873610553539,64.84560702686647,0.8467094769149508,2.5777239424511276 -2002-07-10,11.895482877505653,21.831678271162943,15.565517491687816,0.8330007653094508,6.441865672938381,5823.920469205654,0.0,5.915893860726893,60.78812496902911,0.8467148076467875,2.5787593681820433 -2002-07-11,5.191067081652948,21.7726503925258,15.231130054213569,1.1869058170938642,6.546845632438234,3590.017164107476,0.0,2.3683186553068314,60.71519046826061,0.7677632665389927,2.039262648988185 -2002-07-12,2.8150124042737708,22.721023876146244,15.069541353152532,1.3109598736319077,7.157798808395393,2215.568097972799,0.0,1.1066458455005708,55.78303052712581,0.6826275156001858,1.4959673173930808 -2002-07-13,2.7756074251825007,23.320347511921305,15.162449315851932,0.8758932873478195,7.461223452551571,1658.3334573503662,0.0,0.9306686580375265,49.46226465474282,0.6085358325005076,1.1155124649364498 -2002-07-14,10.334154384815346,23.043059088136534,14.81647352779935,0.8544222803275641,7.430237738984839,2964.57035595433,0.0,3.3351644680696815,44.15085227386569,0.6347134285084677,1.233974245602391 -2002-07-15,6.524496303409977,23.505636197777662,15.139960161009435,0.7343183550713501,7.573755480663308,2371.6492557221604,0.0,2.0978423391274266,45.95389293733552,0.6113376945378131,1.1226867242560499 -2002-07-16,3.801484766821367,23.00893235949606,14.943472961349562,0.8443934695176667,7.368022045997652,1602.4923430481274,0.0,1.1248070262158119,44.22423566453925,0.5594671184044228,0.9020847775164906 -2002-07-17,5.529701014771804,21.915127601669866,15.27323834043972,1.0461370710238191,6.617604122165947,1660.5114886010986,0.0,1.5272647328484457,40.870361321666095,0.5405293025484978,0.8197634097465861 -2002-07-18,9.209945356188939,21.402572958048452,15.101964379327578,1.0791088850437351,6.385640096435292,2347.7202211682,0.0,2.6326946111218206,40.22720156375083,0.5759092811312398,0.9344940977053449 -2002-07-19,11.686988777234518,19.346197391262518,14.22386269044347,0.906522220011902,5.52413624014281,3200.4548384581417,0.0,3.7232867963437783,42.96443203816183,0.6366520407329795,1.1752371545353455 -2002-07-20,15.945994888418523,18.37917844485231,13.521459668608243,1.0050064488557466,5.250516437864849,5005.448202802989,0.0,6.141919755101034,48.195367031547214,0.7472034276963316,1.7002221675839564 -2002-07-21,7.22940098404234,16.96247227687803,13.334442185686806,1.084980230660741,4.43045387839814,3464.6296180864438,0.0,3.0373901682115845,56.26456977542397,0.7396617591114166,1.569252244553344 -2002-07-22,3.776661843435081,19.327163239568325,13.600819963555974,1.4194012933329936,5.789327194511839,2234.8007770130976,0.0,1.5438318532727728,56.89573447092597,0.7067923276903361,1.256580662744153 -2002-07-23,4.469721893348372,20.45737199269997,13.732026775507086,1.2807410965493091,6.390663565057808,2011.1660711669542,0.0,1.665847208225622,52.78560991631584,0.6669858403607587,1.0716247988519416 -2002-07-24,7.036316041790137,20.92888560369901,14.34793277307639,1.0797578558405094,6.42139726858705,2424.8215591474504,0.0,2.4840817153616896,49.3214264129874,0.6565295322538007,1.0758155157180909 -2002-07-25,4.015465860092924,20.937616580883997,13.832215717721155,0.7779289878709799,6.625938946269264,1725.793691202999,0.0,1.3370847653133993,48.56815160840136,0.6125635321270182,0.9038962454213954 -2002-07-26,5.282183931745316,20.23581341126607,13.296192982503307,0.5535755081935667,6.434328982797382,1749.9979208386035,0.0,1.6416686981539295,45.299525602004394,0.5892426604461191,0.8383622839994901 -2002-07-27,4.665557787808543,20.95141888554376,13.841132474537408,0.6242465107015698,6.63315323163602,1551.2723222239852,0.0,1.3832184814759616,43.860847336760045,0.565299755999909,0.7563498916848506 -2002-07-28,7.691861370697727,21.73721246294065,13.930390995027974,0.6653438541898298,7.03844105429453,2055.7428010189005,0.0,2.2585293216015403,41.97301998141926,0.5785622330367454,0.8362426850803104 -2002-07-29,5.888432953865221,21.67291057266044,14.46364085930696,0.5520291677827607,6.809804105420028,1799.921904423377,0.0,1.7112573295022973,42.51310479556301,0.5638451356438783,0.8049188930771979 -2002-07-30,6.8444764213761555,22.124493631216602,14.182864581907172,0.8823423170875342,7.166081557589154,1921.5005876721357,0.0,1.9712828644210258,41.7022840883357,0.5655368824514819,0.8241213057005947 -2002-07-31,21.163535216280188,22.29124728359657,14.453799278671724,0.8832613143129626,7.164051370712615,5478.106969477757,0.0,7.376883597458054,41.48276782509719,0.7297870042645536,1.6597037413224853 -2002-08-01,32.92372315262464,20.772389246931727,14.138180799894107,0.6214918193721226,6.425753516846468,13316.387505513861,0.0,18.061578042454407,52.52400164708154,0.9954081258651799,3.8305312067495003 -2002-08-02,8.331749768945599,20.94797339889138,13.697609173987837,0.4045658020309532,6.6940768509988295,6596.603093928348,0.0,4.625962340883611,67.09613306007716,0.8786837526781534,3.197866885489466 -2002-08-03,2.1871167608841167,22.86026196793018,13.680126504220679,0.580090031443403,7.737755372242718,3081.709603916364,0.0,0.9930849317671364,62.0419199703969,0.748224779871846,2.232872894226582 -2002-08-04,3.6345046861145116,23.78561650251171,13.98796949524657,0.7472881962031249,8.132733122180996,2415.716181056413,0.0,1.3449451431426178,52.92192649631818,0.6588441213723449,1.6582830757779998 -2002-08-05,9.197637805934534,23.416400719472104,14.031166108709122,0.6115588687600214,7.926688227678945,3207.8176998814206,0.0,3.129355684872536,46.76831446969577,0.6519654420001224,1.555954975425715 -2002-08-06,5.00530789711422,23.37841754442236,14.475239891872445,0.7536692970053905,7.765699978673449,2247.3159165086263,0.0,1.602075565284152,46.551388665990636,0.6006005990443462,1.2567932310907393 -2002-08-07,9.202050592250384,22.894474400069353,15.041776284622436,0.821836383119859,7.3036575951503995,2793.4991265370545,0.0,2.859608944926922,43.30119538655965,0.6116272587024522,1.2535310304829514 -2002-08-08,7.038845260963327,22.429072806359592,15.260591285896272,0.8710272903710347,6.957034548398914,2423.469124860982,0.0,2.1944432717051603,44.52498239374132,0.6006836714320705,1.1501261910965879 -2002-08-09,18.036189626688774,20.790134549184266,13.527125513679092,0.9223572135210348,6.6827073150048,5102.098854421297,0.0,6.448996410373631,44.13085437199297,0.7242039609873703,1.7306330677509436 -2002-08-10,10.137895142074967,19.5529920089034,13.224064185156784,0.7080634760494955,6.102820782721931,4162.9137664211075,0.0,4.059127174418364,52.792537007708304,0.7330969159557661,1.7446228643713895 -2002-08-11,9.573896609179585,18.9359122436259,12.594004487519667,0.7544652435764467,5.999707383115082,3970.6793371311433,0.0,3.9342089545282803,54.146859359569646,0.742303653213049,1.7347089200794654 -2002-08-12,9.513497305780712,18.93505061530836,12.549222309618282,0.6391244144555229,6.018463212371333,3976.3941231368935,0.0,3.978443849908965,54.89708224065436,0.7503396307215366,1.7349908245962187 -2002-08-13,11.567197234790044,19.776620250315254,12.711809267808814,0.564004348351184,6.427402807166314,4661.8450314159045,0.0,5.025325022374652,55.40117618277853,0.7801361970968557,1.8945774550716667 -2002-08-14,4.285691090423883,21.061041588398737,12.946344434736568,0.8254507005233729,7.044698375969562,2690.9165190959834,0.0,1.7560631000829563,56.73494780741168,0.7108491179463126,1.5006674270854221 -2002-08-15,4.137966696901898,22.02444302380221,13.320923732315647,0.8565304445447204,7.438831086214836,2072.8060012825913,0.0,1.4854588396730284,51.45483719418576,0.6476185160287419,1.2030470164049567 -2002-08-16,14.473712068631757,22.178827184978832,13.396620718658134,0.8288096526774106,7.499473733684799,4329.621886521115,0.0,5.282729963386965,46.80939806581703,0.7139067300985741,1.5875007421615517 -2002-08-17,16.80614364948513,20.448926738263086,12.663893262752936,0.3589796093798017,6.819233052975891,5937.591723004269,0.0,7.027235205388301,51.07660897291486,0.790788095585023,2.1033887426431717 -2002-08-18,10.396228592813753,18.899845418610767,11.836020621621707,0.26238432971310804,6.273469787674236,4809.917913067759,0.0,4.606215047819834,56.82138589793477,0.7830396868050279,2.070571499960091 -2002-08-19,6.871157831048253,21.630278490642123,12.24474991359419,0.3923524657234561,7.57656935593009,3565.893842007994,0.0,2.935900437451865,57.142603837595225,0.7457169711835768,1.7948789427149092 -2002-08-20,3.7665720012065615,21.44679766465317,12.355670230720511,0.4595557378661895,7.452061341487235,2274.801455663537,0.0,1.3982431495673349,52.98246815923593,0.66108788552493,1.3812850078991072 -2002-08-21,3.0918354302555078,20.614773636101607,12.734500514570632,0.3132993220917865,6.895632890431698,1644.2584644588928,0.0,0.9941305232175002,47.69082244998662,0.5915835725938281,1.0505226780081467 -2002-08-22,7.576957923922764,19.825004972283672,12.920115389803955,0.3367064380581117,6.400941075607831,2263.604578421354,0.0,2.319034180981591,43.5612867313714,0.5957259177079511,1.0369481015232234 -2002-08-23,6.870159315996531,20.512768269649442,12.241757559257293,0.4152288269132872,7.009573572024181,2203.9812985952412,0.0,2.1271500539815804,44.352359578024476,0.5967076555157914,0.9988944972331314 -2002-08-24,4.160633608231411,21.713755079017282,12.542146720706263,0.7005883419711995,7.546765519883624,1583.224753565849,0.0,1.2229932992159114,43.80198264385512,0.5587319974521363,0.8364521665106617 -2002-08-25,3.7751674414326,21.947810849529592,12.551066875100837,0.5840223874657298,7.668802808599847,1285.6572464300466,0.0,1.0103669516449538,40.652616090111216,0.5175535901645213,0.6983343414935659 -2002-08-26,4.398298341968767,21.31667509769816,12.139315475763269,0.2574061158870474,7.469364168463381,1230.5413785077053,0.0,1.0887523464420408,37.68537736768633,0.49024632154757875,0.6203614632756129 -2002-08-27,6.4522535540331925,22.04399941516283,12.0757084701078,0.296696533741273,7.862988386468672,1492.915213568863,0.0,1.5629915077640755,35.933508600031715,0.4937654240419295,0.6418147024373064 -2002-08-28,5.357968603438937,22.246631483653143,12.36566606869864,0.2306514218971271,7.8874314851275855,1345.4621319129435,0.0,1.2733669439340813,35.864953938968725,0.48021913007992206,0.6116801344175588 -2002-08-29,3.24242074492288,21.47310405089489,11.492795747545081,0.1439014782957811,7.744734106778391,951.5151206835124,0.0,0.7227783902115466,34.898528985269905,0.4443162340324805,0.5082287059170518 -2002-08-30,0.002308621859157668,22.00325199235728,10.983304973407959,0.2656694290761997,8.144441495990707,379.21631154728647,0.0,0.00044905991388374377,32.47584119518968,0.3783484500814735,0.3309013768085882 -2002-08-31,0.08516655269635631,23.40558007278833,11.228414365547463,0.4529970310470299,8.771255139052737,228.0498816382706,0.0,0.01376718353486961,27.532431298180207,0.32172631140359853,0.21749750101085139 -2002-09-01,0.3096645927186915,23.31735213171461,12.293399689455393,0.953189580874999,8.46577412139221,169.7996135409195,0.0,0.04161890172369265,23.176926516319774,0.2736028805168393,0.14791774339107652 -2002-09-02,0.6963666448846124,22.48849937958016,12.216586898784788,0.5771875197120182,8.07194912021395,151.1690304047549,0.0,0.08020262025243219,19.891503576602993,0.23983474528741333,0.10849953256515472 -2002-09-03,7.6250845728212155,22.097418210106,12.410853531432586,0.7020297639606442,7.820528191260033,686.1246107306182,0.0,0.934788581206945,17.60981976693167,0.2939695456385854,0.21296346716474285 -2002-09-04,2.8549797422986716,21.801392267910682,12.23983672977292,0.7731837177033417,7.722018520117746,440.82757054138045,0.0,0.3790410709237131,21.641581507524176,0.28536834867148614,0.19634381039114915 -2002-09-05,0.6841527076681921,22.39954380546424,11.864708086034751,0.8826356743007259,8.135597624360328,208.68250865343066,0.0,0.08370328733836851,21.060626691694416,0.2533119537121454,0.14055565443557652 -2002-09-06,0.5641362329375427,21.431533652504967,11.64746120102319,0.7708978246929343,7.711287886199496,137.6245627910345,0.0,0.060171822080260395,18.562974677296964,0.22281788858627904,0.10065717374041643 -2002-09-07,0.9190049521865112,22.44563331998808,11.693392887227471,0.8203055722350585,8.21283721391913,126.71263840004885,0.0,0.0875619563780915,16.495070961105835,0.20286219099638228,0.07885569061255451 -2002-09-08,4.258439096116161,22.13770588796626,11.847698240285744,0.7360317389788008,8.020853649117551,322.70995765257,0.0,0.40719183323407115,14.876675201893459,0.22291112263369775,0.11333232034878744 -2002-09-09,1.085599807703966,20.71270746877228,11.683118963148894,0.7918102244450881,7.34580747264799,165.30973175753724,0.0,0.10334082962860136,16.397153734217092,0.20366223885912424,0.08950918187340014 -2002-09-10,0.38784286417087577,21.380438262625386,11.948195952863571,0.9272338789851712,7.614845291640597,87.90263100905143,0.0,0.03336161542444094,15.201819203623634,0.18160900525028584,0.06334606926121253 -2002-09-11,2.4606810278239464,22.481597696731008,12.27873290444566,0.8477327484976174,8.088637189501316,175.68206800851692,0.0,0.2019590749772866,13.493770550481722,0.18585855600010798,0.07198656649212837 -2002-09-12,3.729528790249711,22.404589794909207,12.778049175265323,0.7446578401476235,7.908289536973428,270.45867839957907,0.0,0.3240692366717415,13.67455704261361,0.20274581332500008,0.09620420011428328 -2002-09-13,6.3781181722689295,22.74725625644786,12.630098129540546,0.7859262291038712,8.134029675005863,509.57835342772614,0.0,0.6540223975702792,14.961510380832273,0.2485922207348766,0.1622089844556831 -2002-09-14,10.783740552281623,21.076606045949728,12.935118461982045,0.6862589565729922,7.160256741243986,1106.2343060248559,0.0,1.4714067512110436,18.22180908824715,0.3378950097857663,0.32963383974263 -2002-09-15,19.24486645021961,18.291598033269718,12.5142105827205,0.4688607632808126,5.757121127159862,2965.0611330228626,0.0,4.0751718108272605,25.16662933942966,0.5173638490020523,0.8350812468193133 -2002-09-16,7.0637178001880025,18.770137220129907,11.795902826754642,0.5505022802417344,6.30605442618106,2033.1193889053836,0.0,1.9079617871638357,39.309966606841456,0.5402220175349038,0.8341140109134355 -2002-09-17,3.883049375973608,18.95173297606276,11.434337256062506,0.4021646687088633,6.532846828266989,1349.021093404257,0.0,1.0359141117654382,40.48691629781232,0.516880051277825,0.7007022446247709 -2002-09-18,0.8435940196681457,19.975399150524293,11.036090313919477,0.8332220610386195,7.195503788269688,658.8278682984295,0.0,0.20341569650342706,38.60744836212504,0.45957792618515186,0.4870972730593108 -2002-09-19,0.34870771808737017,19.55709657416445,10.858699130573127,0.6923691644892466,7.038376204381212,381.061287684018,0.0,0.07184058661026255,33.96334719042341,0.39971220241526323,0.3280162217885263 -2002-09-20,0.8446835164784028,21.283615115800046,10.990855593675585,0.7167968739014139,7.8763227313936985,317.63014335400567,0.0,0.1510836874135586,29.74929603659741,0.3563991425291823,0.23652786696122913 -2002-09-21,1.8161846296350759,20.943481673872192,11.067096976575042,0.4598179129291883,7.689747911740083,350.68307747237645,0.0,0.28710521156399826,26.119211943516117,0.3254284512941954,0.19768453439337216 -2002-09-22,2.7755230065266905,19.317022041815182,10.543938205856866,0.5074174462563045,7.021103607603319,413.2806796328019,0.0,0.40909695812346003,23.98485017522344,0.31174022454943484,0.1909743961028995 -2002-09-23,1.390001945011201,17.18908634515351,9.496102117689382,0.6475424785160678,6.259339738524393,275.31174683902515,0.0,0.1927871517920725,23.315774711563037,0.287805566472483,0.15367004793467764 -2002-09-24,2.673952551985756,17.962241845901392,9.635710408863208,0.5615474957118897,6.611222887768942,346.75147360586516,0.0,0.3576275462635503,21.888225437233448,0.28613273924760757,0.15448605579563945 -2002-09-25,2.1650364215277618,18.69495748061485,10.749032026527383,0.6805160029464762,6.650854379103034,306.6797588908229,0.0,0.2822621308194426,21.60672692949264,0.27692494400776785,0.14354174070042783 -2002-09-26,0.7951925539891546,18.648521200202282,10.92815022388258,0.6521511648696283,6.572966143976498,174.6975301949245,0.0,0.0967833963535808,20.90250451051334,0.25276347639675373,0.10817562859172376 -2002-09-27,4.11506179931853,18.89014236536609,10.760008002049462,0.7004634599780604,6.756680143975496,402.76341767830854,0.0,0.4980650811413465,19.127629572725095,0.2707616137578924,0.14625501638324967 -2002-09-28,15.548956508098387,17.85092788000799,10.88701079927706,0.4410034063632721,6.16950662049979,1812.8186019289185,0.0,2.58430388306431,20.398370007493636,0.4187620091772436,0.4887035853065134 -2002-09-29,7.9940795580946835,18.626406241683156,10.614153583690607,0.5132826114986789,6.673208230165313,1605.1984948676445,0.0,1.73734232272452,31.716346016462907,0.4625995647179011,0.5826590990288776 -2002-09-30,6.304775038507285,18.446383382283507,10.524753484728055,0.4053941666649897,6.611666416301337,1446.0839829419274,0.0,1.4608752691704447,34.57188180958494,0.4761853692438335,0.6017235294541302 -2002-10-01,6.677786267563787,19.187174731632627,10.110742526936313,0.4828834439341234,7.117191252541193,1534.7419332046886,0.0,1.6070161339378597,35.60415543101057,0.4925559860461425,0.636385683204807 -2002-10-02,9.253750317860078,18.837838895724413,10.222064084195447,0.6288384096299041,6.912862909407084,2063.3869361004918,0.0,2.3709643683218324,36.380122558122665,0.5316037142232727,0.7752715205223478 -2002-10-03,14.272928198160505,17.889952520756793,9.6731362237705,0.4772364570378454,6.598520933866262,3442.5791170027614,0.0,4.275145929448362,39.32860685529345,0.6244215826240328,1.155619445775635 -2002-10-04,2.2853346349681023,18.453901993286784,8.925664758680313,0.4888674577771454,7.089136530621957,1467.1936413300893,0.0,0.697863167646553,46.15286385725234,0.5642722084695289,0.8585139217601563 -2002-10-05,9.0709536334356,17.542544414161867,6.400638040557608,0.2573499115008744,7.25195776578347,2368.5078396146346,0.0,2.677876440824086,41.467458980838295,0.5887382806563449,0.9665984607868698 -2002-10-06,0.989781977606926,16.31859107388708,3.426425386973065,0.4669721299385173,7.255061091548314,966.7527473953461,0.0,0.27222425489251567,43.00772588029982,0.5125411699636978,0.6706603321691758 -2002-10-07,0.3049824098112402,17.756945382219396,2.198292048862973,0.5250732865534095,8.005099848052327,510.9180457830039,0.0,0.07087481288398073,37.68407776357172,0.4425468235603238,0.44736009248825204 -2002-10-08,1.0845778639651904,17.1167367713908,4.0660455973903735,0.7300094267142684,7.497996061972571,436.26809740659013,0.0,0.2126921132920323,32.165657211760056,0.387342720463145,0.3235959105943952 -2002-10-09,1.7946764885551119,17.430830305489852,3.9583572481949583,0.7336678705782381,7.650393643567315,427.5780306796576,0.0,0.31252064862747986,28.566656812204677,0.3536889712455082,0.2582316143508504 -2002-10-10,0.891409962353126,16.946319736687837,3.1612506821671125,0.6835084736919982,7.569060440168628,277.23950831658067,0.0,0.13782912931333824,26.04975394392937,0.3138463140527237,0.1890831651180247 -2002-10-11,0.0338574871001248,17.107868383662304,2.6907252973027056,0.9578638711216676,7.702237980050914,135.4971539729927,0.0,0.004526775555127802,23.203870050470854,0.2707037884479605,0.12377352203453693 -2002-10-12,0.5182793697214265,17.21597705499683,3.931191031025275,0.6780462802396285,7.578006466849701,120.57927723179199,0.0,0.05975537064552228,20.000611644298218,0.23903118423543335,0.08966938342446572 -2002-10-13,0.952435138679083,17.149354543490933,5.062276064842546,0.7369596345302272,7.368240927670972,125.86509777952084,0.0,0.09791516607985895,17.731354623102252,0.21765349743867896,0.07327958466610937 -2002-10-14,0.061893326702813375,17.636740203360006,4.9844842070429,0.5898284708575933,7.596387773232375,57.33699223550869,0.0,0.0056410270687529546,16.22961621896452,0.1897850530529652,0.04856049518219662 -2002-10-15,1.7569823673435263,16.848824907440903,6.3631405846048485,0.8455505003639078,6.989709669443128,128.31826046302666,0.0,0.14684157512638873,14.101959351679179,0.1847459308219262,0.05396939909601856 -2002-10-16,0.5289795802763171,16.50430976193284,7.094897026193174,1.2646400406211806,6.668754656449651,70.92548498066326,0.0,0.041672592353826365,13.899225966528505,0.16807882335788027,0.04147681005690968 -2002-10-17,0.0034958745311852984,18.81331365486752,7.0338391602621995,1.2988527855655272,7.749328459965862,30.23800954446898,0.0,0.0002463614650123607,12.733965617904303,0.14838280015278657,0.027036966109474776 -2002-10-18,3.4173739569349157,18.22690488749502,8.63655662736269,1.109942928372902,7.112028270357068,174.9828760148328,0.0,0.24054951446796213,11.009245398636464,0.1680603453042323,0.054227011369881 -2002-10-19,2.4238791296569766,16.81802646784711,8.287337830185566,0.9853035605932036,6.522578332751373,170.9594812127807,0.0,0.18628750733246457,12.620605241143524,0.17525805429283953,0.06366426071357707 -2002-10-20,1.4987409933393794,16.983780720415147,7.732257512620514,1.2069194071903604,6.7528725199079975,129.8787888634122,0.0,0.11718895043077193,13.313210850497773,0.17254920783250552,0.05928619041746898 -2002-10-21,3.8917493283757305,17.238649189364022,7.056919537096722,1.377078848136743,7.038861754413209,259.03875451335034,0.0,0.3256716836020561,13.04882022575541,0.19734616258646584,0.08818084842513994 -2002-10-22,4.097443445231061,15.396275540346927,4.257164009676764,1.5055555463934078,6.79560653548198,330.7039881002237,0.0,0.3885649755991114,14.825615148168772,0.22044081728619513,0.116566345556412 -2002-10-23,3.1883230760657417,13.940220530048693,3.7134175769386832,0.8037320208242724,6.27925730459419,314.24672663510216,0.0,0.3281055426439492,16.627433522495217,0.23084014448143575,0.12583812824736576 -2002-10-24,0.4646442746971747,15.48524712030228,4.901653026283944,0.7262149373816651,6.719487663490163,133.27317927835713,0.0,0.04667907370862384,17.586713202399878,0.21028608962636025,0.08902228565023233 -2002-10-25,0.464377962968395,15.875806250349465,5.604784814987356,0.5330583641656647,6.752601623139484,89.64512757822322,0.0,0.04194742687316072,15.891826813077131,0.1905387086731017,0.06433643933368159 -2002-10-26,1.5373451586979818,15.450242794236596,4.835694516020689,0.8478293499735585,6.724660602957537,129.6697303192331,0.0,0.1301893133267178,14.400228573328295,0.18566194052119392,0.061703244409560626 -2002-10-27,1.0665720367343534,14.895136396074236,5.275171606860922,1.0105394340754268,6.392143689703107,104.49313751996243,0.0,0.0865962130121345,14.041921168270525,0.17600371386240146,0.053351464758635746 -2002-10-28,11.185763684691516,14.656892432741977,4.943053318251073,1.001462983619947,6.361051254454726,828.3663429016061,0.0,1.206298452608614,13.404106802464852,0.2864553380942916,0.2184060558665334 -2002-10-29,0.27571127883053376,14.633038334491873,4.084074213282672,0.9381542614642392,6.526385439295412,235.13138449880918,0.0,0.03454827424145063,21.74162653091983,0.25648707460750947,0.14743256241283956 -2002-10-30,0.0631970227669067,15.364812076567302,3.176494871515064,0.8792061643786502,6.996266044166132,107.95938216341017,0.0,0.00697572876761704,19.424910674532942,0.22702325667651638,0.09703382655631056 -2002-10-31,0.04219613080447974,15.312533946538535,3.338586396501791,0.6537457876747924,6.952256942229644,66.71811307553935,0.0,0.004049803758284044,17.050262599439197,0.1991155686237569,0.06378110294749023 -2002-11-01,0.8630655372252488,15.52786678377285,3.811873414783197,0.5183744773059791,6.967955778547502,90.37725485401732,0.0,0.07433946405596792,14.983632852736958,0.1846033043299625,0.05283778191227672 -2002-11-02,10.755310444167398,13.294877783215515,4.229476131143662,0.5503846765643788,5.929870582819913,808.0593389366766,0.0,1.1776914974837869,13.894624358225718,0.2871550466892405,0.21371584095377977 -2002-11-03,3.623711117209583,10.645020488366887,1.1886964080561575,0.3350097991252923,5.410446337716448,532.9461106374628,0.0,0.49779693036377504,21.985846543717205,0.2983340031025267,0.2149159043237414 -2002-11-04,0.3832009297840994,8.530756137301173,-0.04516515833330595,0.4511863502236077,4.791223359341008,207.6035262034069,0.0,0.05134014921832314,23.073016499451597,0.2732490477172068,0.1477174488240119 -2002-11-05,4.568420270000136e-5,10.112634162457018,-0.9164517627689376,0.5977618775725503,5.523857977994645,101.70711597142945,0.0,5.592210023151875e-6,21.413209081177612,0.2494499162457997,0.0961579679609257 -2002-11-06,0.027402465804305904,11.04058440630641,-1.7897178555578106,0.5397224052850941,5.96816912747051,64.94569788026742,0.0,0.002997647944786592,19.280798841097507,0.22492746906699193,0.06305075390134575 -2002-11-07,0.02117030399533034,11.78124562748734,-1.2961290606286768,0.3998088076960911,6.194276115892427,42.5837884511578,0.0,0.002055378569189213,17.24655121211105,0.20115726138524873,0.04135603915521886 -2002-11-08,0.009859212846296254,12.83687327339679,0.7896146449942993,0.6748388280283051,6.353717191598507,27.60793049132923,0.0,0.0008466899460768881,15.367087576076607,0.17913101630931869,0.027049758808487093 -2002-11-09,6.927187911725333e-5,13.169051303151068,0.026441033895189058,0.905567035456627,6.581399647087144,17.670794577216625,0.0,5.249948265388077e-6,13.651245230151329,0.15902856882280617,0.01760892102784099 -2002-11-10,0.0025644698679693945,13.595324563362553,0.20175814312015744,0.8871647738814386,6.729107045003628,11.578981032232186,0.0,0.000170930719151714,12.072814306004048,0.14066998488933746,0.011488606696954062 -2002-11-11,0.014237033666557604,13.988711760298425,1.2344016210355626,0.8819150422049075,6.75935750358364,8.033415339342552,0.0,0.0008337561725633227,10.654396436245957,0.12428235476978626,0.0076054946893966266 -2002-11-12,0.7374067723067971,14.50450840539942,3.7169146273888063,0.7198453774038104,6.586248077194506,30.802124114595564,0.0,0.03949794115512162,9.412547662746244,0.1182400952804288,0.010964964620994146 -2002-11-13,0.9140973961243032,14.604931823428768,5.8766408418071645,1.1879367961253031,6.176004452281404,40.27884080317004,0.0,0.04721984271584401,8.987104421192484,0.1153422957473773,0.01432759523818192 -2002-11-14,1.9498048165809412,14.148440488583601,1.6615110353301141,1.5143435922805724,6.774811226575764,80.70225807021556,0.0,0.10479836838003043,8.83801430523443,0.12567078689795277,0.025283690855324257 -2002-11-15,0.03845073879736066,11.89720708835463,-1.9706376934773135,1.0173931016267623,6.325401011624364,24.06969765889565,0.0,0.0020056452518279477,9.514386155881823,0.11128408032300291,0.01676388353195293 -2002-11-16,0.0189030627222872,11.313170435864045,-2.7020306216018284,0.4587252529179877,6.177938107495516,12.08532195987207,0.0,0.0008773352482508989,8.503332802961948,0.09927827629262907,0.011046087529028484 -2002-11-17,0.8519949505880797,9.209484336077782,-1.6407765641274843,0.7788223565242213,5.309966992774708,31.627972134589655,0.0,0.037269810705992334,7.610294300281556,0.09857993882788749,0.012865363075103307 -2002-11-18,0.5215410530473371,10.1378143246936,-0.4816268276479487,0.9288087785790664,5.5095852567616035,25.271320132958543,0.0,0.02254660930874841,7.6838226173558795,0.09558692981403273,0.011807801033860131 -2002-11-19,0.6228793439895652,11.195321370980551,0.5483915173325473,0.7809408590129416,5.773629511246453,26.273720481581147,0.0,0.02619578988519078,7.422774409392462,0.09372641744162265,0.011675019501841424 -2002-11-20,0.2267486465109941,11.48430166556125,-1.4010693306875586,0.8049506204337671,6.1314159818582405,15.147542745520365,0.0,0.009057179120735753,7.241958402859597,0.0870053790674553,0.008978978290900486 -2002-11-21,0.1083387607581092,9.965760640584222,-2.9150965590730062,0.7021084987383095,5.7257384615428055,9.076442388935689,0.0,0.003952312752485629,6.677750805600559,0.07905334768171102,0.006446690858727835 -2002-11-22,0.0038784588838889295,10.466799646277877,-1.5988611687278118,0.9097081512764754,5.780034035808831,4.5580465670399954,0.0,0.0001283223040089371,6.1160985483706325,0.07129358748180692,0.0042160317210278376 -2002-11-23,0.057600712949321065,11.301188011116507,-0.3258764116621876,0.959559762063618,5.945245545159507,3.8977687919019175,0.0,0.0017223474483947787,5.511106644962156,0.06487166940516784,0.003006691339827948 -2002-11-24,1.2981660347168766,11.73186767181336,0.15642314337873045,0.6307319595357089,6.050650681293207,27.92635300200233,0.0,0.039597735065382444,4.999694240480935,0.07336580708485962,0.00798655488125605 -2002-11-25,6.424940497981948,9.863151188859172,2.158870168456034,0.7136510107021596,4.952047678454908,210.63884448654852,0.0,0.3109597339710879,5.641704265949854,0.14056823956519837,0.052547085105784014 -2002-11-26,6.704273002317383,8.472120150303322,0.0828578721729488,0.7771111774364279,4.793063543154948,403.1594939117698,0.0,0.5369134846332697,11.020512047398324,0.20648174201311606,0.11595869244717566 -2002-11-27,2.2724898971573197,7.207064511298318,-1.8831619283468681,0.7456890360005534,4.625866802143397,252.9707868410911,0.0,0.22187872352233606,16.21079175900183,0.21531771379896242,0.10926797215306766 -2002-11-28,0.9673123482738556,9.098185934364821,-1.2136022393139274,0.8332061073285321,5.23702321737018,148.531170847377,0.0,0.09497139177214631,16.955465931266538,0.20878822905294958,0.08558911166859122 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-2002-12-07,0.4196573967811541,12.561640084198467,-1.257374978193046,1.171590613254465,6.5575615619807905,20.061560745832193,0.0,0.018208406173410463,7.763057694867521,0.09532308920991585,0.009114785044737913 -2002-12-08,0.26075838797839657,11.785147484223009,-1.6692683359146598,0.5845777882829757,6.308199981892764,13.961837895422716,0.0,0.01045825769739972,7.254298523056335,0.0875453235661691,0.007525720901510281 -2002-12-09,1.353170035259462,9.66309035673856,-0.6803219842674311,0.8682193015821584,5.395295467117776,40.99315281956626,0.0,0.05418593743247202,6.6961980698787995,0.09376968712409979,0.013149500050653047 -2002-12-10,2.94229900598981,9.066187453794127,-2.5474556675843933,1.1438188284722979,5.402340653545631,103.75634116381183,0.0,0.1408355465912563,7.297868085404069,0.11929101163177748,0.030003999011762563 -2002-12-11,1.8366514752540013,8.792121243849152,-3.968808122122217,0.4376209841725542,5.436225421199135,95.03385272351893,0.0,0.1026988521459753,9.277022391214041,0.12946677399344658,0.035168610558558584 -2002-12-12,0.7598053088146463,8.74427227837371,-1.9668085140584919,0.6085765064810043,5.222443234355454,57.93499676697804,0.0,0.04353468095150903,10.059204606616307,0.12603413852012774,0.02952191085336274 -2002-12-13,0.060374128383639834,9.019375838997473,-2.2789960025317506,0.7930829865545653,5.360166148845221,24.374458452980438,0.0,0.003261999856550367,9.833581429130213,0.11525788172808211,0.01971406410279293 -2002-12-14,0.03996982435668036,9.654087744193145,-2.0818362085516533,0.7702296632070057,5.571447752001656,14.531072087860196,0.0,0.001962647313213904,8.971523220095206,0.10497779108397981,0.013131771217158038 -2002-12-15,0.02310486277935972,10.375675038056773,-1.0317166674561202,0.8146730618307351,5.719446952963556,9.360974747762294,0.0,0.0010256350622552535,8.140460288294054,0.09510000537119302,0.008704333958862942 -2002-12-16,0.4206724862547399,9.51723150073461,-0.28663637384590074,0.9028522587577744,5.289848436124251,17.035138570004193,0.0,0.017296489549011695,7.355467293038097,0.09058676216734296,0.008299758355114513 -2002-12-17,0.13837935465615805,9.527497888204236,-1.8486596463760776,1.096231341476866,5.501985826232319,9.910703781638116,0.0,0.00535704733217271,7.064839407955584,0.08391262032424425,0.006218442195502553 -2002-12-18,0.02471586591269956,9.339506462558187,-2.8084428307069227,1.1333720702595835,5.535688525251638,5.007458384585658,0.0,0.0008742086843424868,6.519019337559041,0.07623008348454241,0.00418102478919891 -2002-12-19,0.04599880937034812,8.736743186038964,-3.416439173699529,1.211648741762436,5.378594748275822,3.7664307677780564,0.0,0.0014773705487463665,5.919480164716028,0.06949379002662309,0.002946602120564449 -2002-12-20,0.02869175302502917,8.867233356272129,-4.482302726093471,1.3091197791790834,5.509055751409056,2.55841793146288,0.0,0.000840235715501441,5.413359422617595,0.06339621065753,0.0020460377905154644 -2002-12-21,0.07047341549880436,8.609733678210537,-5.169591131578095,1.1489336861183692,5.465518732399474,2.6182139339094563,0.0,0.001883857613270798,4.926887913790532,0.05821587510632146,0.0016187195893404799 -2002-12-22,0.009635654191439622,8.732763575227104,-6.015781439393576,1.0119433337520558,5.550418116417464,1.320685334174513,0.0,0.00023498611497317634,4.528571514692308,0.052867040092119906,0.0010894904802498486 -2002-12-23,0.0007728026855632023,8.908443873667723,-5.990299513483835,0.9392840006899814,5.608532808242682,0.7426739346766321,0.0,1.7048927346631536e-5,4.106398488126593,0.04784576402447006,0.0007118030476391687 -2002-12-24,0.0195355020339866,8.516185260039006,-5.309383676761346,0.6962712218901984,5.443812822366363,0.7208183002770088,0.0,0.00039015409268197687,3.7127251581680363,0.04347830907985521,0.0005227570535529727 -2002-12-25,3.4618202139576257,8.470944176020105,-3.1970566989222187,0.7430056407509059,5.267908106160018,62.757900106299665,0.0,0.0955139382541379,3.384669819752027,0.07975697222113738,0.014883698380736143 -2002-12-26,0.08792284653384982,8.316950131768909,-5.004591958039383,0.8897372591598628,5.359131930921593,17.17809211695038,0.0,0.002981983328868981,6.224388723503537,0.07353415488284146,0.010142639126128778 -2002-12-27,0.08049124628453462,7.692793563212616,-4.506058211051596,0.9805741441217908,5.112147838198994,8.841798069710295,0.0,0.002508662032521189,5.729666377421604,0.06768440148349628,0.0069843622215098175 -2002-12-28,0.06887993381940008,7.160942303136898,-2.9513638744028143,1.0453931305971829,4.777490723615655,6.0273161392093995,0.0,0.001981573099938544,5.299223700348648,0.06253477187909458,0.004848215319047031 -2002-12-29,0.486993345031015,7.9582958442303315,-4.449616265111863,0.9528696432758409,5.1991404484654264,12.152750967007085,0.0,0.01357540589968631,4.9274226634113,0.06307427967510407,0.005223016401698892 -2002-12-30,0.0,8.524261079237139,-5.098563641021826,0.9632067117166236,5.436389576003694,4.197032600324997,0.0,8.881784197001252e-16,4.930698163220446,0.057439294368140104,0.003399938195735234 -2002-12-31,0.005268951515025721,9.962446893069288,-4.414617955498547,0.8444646387687883,5.888721539673591,2.357399564475919,0.0,0.00012676742498897095,4.470703533435602,0.052142048171704355,0.002232502181494092 -2003-01-01,2.3059299998356404,9.144836715718009,-2.643926650690811,0.9365750476011576,5.45597832539858,43.51935505257498,0.0,0.0643774751453221,4.024232250148784,0.07374210321514812,0.011255675619634016 -2003-01-02,0.4401801441942809,8.322126001503152,-3.940300188879249,0.7190022157945793,5.284468195641293,20.317505614878876,0.0,0.014168982227581395,5.73530005840396,0.07194016211894473,0.00948435267145923 -2003-01-03,0.0011706218845098702,8.57826741344619,-3.894227188801074,0.7284418059325495,5.369810551664793,7.307067432059128,0.0,3.548144732388168e-5,5.613598244841534,0.06540825478846629,0.0061792703990601406 -2003-01-04,1.5806864965953045,9.623834154947788,-1.6168667271604291,0.9093090578169332,5.518182543511153,36.957738598744186,0.0,0.05028875872096794,5.096435718437329,0.07778395183509025,0.011679621025624485 -2003-01-05,3.346006063756826,6.904035955850757,-3.1836685524385357,0.9464060630802932,4.71353581391163,102.25350433815447,0.0,0.1404180801285455,6.041927331063317,0.10936306622779952,0.02898361141468269 -2003-01-06,0.0005330875355229797,6.781629578762537,-5.65525657347894,0.5123436440714471,4.8882331522732985,27.252928587230876,0.0,2.5060850689128658e-5,8.61912144913067,0.10041313783439315,0.01887078468595855 -2003-01-07,0.0026206349791172675,7.600978613065598,-3.9235084107665767,0.9255146681590256,5.032140034644336,13.00200003022504,0.0,0.00011249938839399693,7.889237348889254,0.09193480088241723,0.01230112359749385 -2003-01-08,0.02001290621652627,9.467496158712343,-3.4753918892015334,1.2283158758777468,5.64677736302536,8.567342270035253,0.0,0.0007837473265653629,7.204853846767953,0.08416480475134497,0.008126790417779334 -2003-01-09,0.060750187286469005,9.70429836050433,-5.00724890171509,0.8118054364229033,5.832406309817089,6.746486667782116,0.0,0.002155327296231503,6.520546902516787,0.07666765402214136,0.005618339023916592 -2003-01-10,0.003321833415344821,8.888073463097225,-4.419416819802066,0.8659273821435574,5.515244841736264,3.8553961297321058,0.0,0.00010630446054400418,5.919803363050476,0.06900039720073554,0.003673461067169 -2003-01-11,0.5374539369542366,9.190046941260592,-3.6998960085092034,0.8828088219505118,5.565922896204091,13.079249855307276,0.0,0.016336618355375254,5.361083006841081,0.06871396070910962,0.0048787419844217505 -2003-01-12,0.1441601253852879,9.25965046243084,-4.375543305945186,1.0127618365049529,5.639578286076474,6.8709852478820155,0.0,0.004204384845168413,5.333729745693695,0.06381370718820277,0.0038160114342406675 -2003-01-13,0.4116290063848632,9.535895649615547,-4.003582523344338,1.0592940240378117,5.709110017005991,10.270185403269277,0.0,0.011433683826452934,4.947016747438452,0.062424593978270694,0.0042249913613694925 -2003-01-14,0.35214895860960865,9.292600649080754,-4.98329801587665,0.9299458260903604,5.687331728984556,9.645637001154828,0.0,0.009504261458149477,4.83309903075824,0.06040462745311845,0.004197435013309525 -2003-01-15,0.2276082311705566,8.977258320025008,-5.153591323883057,0.7123323022352394,5.588788976535069,7.172958006986691,0.0,0.005873246857972608,4.678872621364861,0.057157179099430674,0.00362662151270512 -2003-01-16,1.8916945104952176,9.268820335074393,-4.234835735426679,0.7117844938006131,5.630293301372089,38.63167877423121,0.0,0.054931749351614156,4.435960224490693,0.07371289236358831,0.01072493048863933 -2003-01-17,0.2442914371801581,11.06234131790648,-3.3232759725241166,0.6962945404788653,6.197187086434307,15.22868571442051,0.0,0.007703023327685576,5.714067486118566,0.069410846256883,0.008154324773311412 -2003-01-18,0.19830623780534531,12.018473333520195,-2.5526223604786717,0.6327872662881401,6.484476690382424,9.792452699425997,0.0,0.005801490128110071,5.323132003924252,0.06432101621387222,0.006191444750477521 -2003-01-19,0.005497609881602651,12.442459087120195,-2.8002714382986804,0.8778315512006916,6.657056457269955,4.512183746363968,0.0,0.0001453600475405225,4.906248154676765,0.05721851175892389,0.004052472749272002 -2003-01-20,0.0012812703416001756,12.756355293741189,-3.4506772843623232,0.9596664807411018,6.812113358182035,2.6950898275336628,0.0,2.9974552999560743e-5,4.350819797591111,0.05069903005330394,0.0026425333620594166 -2003-01-21,0.046015598902565215,12.153891287959278,-3.945843821176259,1.3326580052071444,6.622307379717841,2.34838681727466,0.0,0.0009551946949694981,3.844245003415046,0.045318901402667124,0.0018656075228515112 -2003-01-22,0.001325642033677232,11.041269505041928,-4.492241481883938,0.6468090782488815,6.257218404777058,1.2861208985891983,0.0,2.451591782591761e-5,3.44943971416349,0.04019907942621456,0.001218155724480752 -2003-01-23,0.3624547425480939,10.0749919128881,-3.2096131695300163,1.4324596990555531,5.828768396126761,4.9374305561374285,0.0,0.006335602587987654,3.08168448169727,0.04012188947641378,0.001757651211992307 -2003-01-24,0.07349964495431169,10.100295019777963,-3.030762317134814,1.5923100587986665,5.821560978504102,2.3187250279498,0.0,0.001234941201034595,3.1009724370046063,0.036980449896366674,0.0013321863708092693 -2003-01-25,5.163013738864355e-7,10.971298702421157,-2.8114224654142808,1.4822975883004978,6.115264754648591,0.9672054905204458,0.0,7.896505015609003e-9,2.8587792212810825,0.03330284788177401,0.0008671919169969484 -2003-01-26,0.00090612445448075,11.554764875995495,-4.3586158471539616,1.3514086463981358,6.42470749455315,0.5799568767684005,0.0,1.240225535354962e-5,2.5603860713491216,0.0298373194885435,0.0005663896065386544 -2003-01-27,0.1136013076856553,11.645005321476825,-3.977821872630084,0.945802156616192,6.434242620260444,1.2963231660436525,0.0,0.0014182086040036013,2.2806388940928297,0.027891276891337274,0.0005846362244309524 -2003-01-28,0.04266645221832117,11.5505893537271,-2.0973592556674614,1.2205540171245466,6.260456570926777,0.7832080129457574,0.0,0.0004903153609197644,2.1316101583856057,0.025328850020839788,0.0004552284612377028 -2003-01-29,0.8315159563443297,12.397795633393724,0.10754658482275027,1.6141807324604285,6.341665086456306,7.173285933678756,0.0,0.010473978605565426,1.942337460861231,0.032313513764322094,0.0018911503053212866 -2003-01-30,1.0104259441620913,10.411988679002953,-0.640719351044474,1.6624650163639887,5.670536014607651,12.365678689511109,0.0,0.016110961310398242,2.4736772258896997,0.0405874423801406,0.003684181828378295 -2003-01-31,0.029865134368916982,10.520848200649995,-2.1992569892847547,1.2667586290387194,5.887181007199912,3.7099904586785772,0.0,0.0005055982649749408,3.146335655088133,0.03700058816798149,0.0024752140186778764 -2003-02-01,0.003434737591983,12.372334666120686,-1.898193882424476,1.1917394725754211,6.539316826971119,1.7500298513161077,0.0,5.252691322167862e-5,2.8567773534673857,0.033319533829742454,0.001619245989608529 -2003-02-02,0.0,13.459315182122193,-1.836947838188079,1.2899046217012315,6.9368563748383885,1.06417634545597,0.0,0.0,2.5409839074789256,0.02960074168301174,0.0010540530346736408 -2003-02-03,0.011628545229742606,13.455010483626449,-1.21322839965483,1.1321828006913524,6.879895864015546,0.7779031093241853,0.0,0.00013946421712501995,2.240394012113668,0.026234537648204558,0.0007073744724155763 -2003-02-04,0.04082065036675632,12.350717720804315,-1.1916373286937811,1.0328847741443297,6.458891187667522,0.7543306701297082,0.0,0.00043740414602334854,1.98798690407168,0.023634234033012277,0.0005270687778627339 -2003-02-05,3.0429681101382595,9.178979179603237,-0.5298771731810518,0.8105546146115642,5.173553695188937,35.83371555750739,0.0,0.054289228274716717,1.8056099895282605,0.056482651242184996,0.00860943401143605 -2003-02-06,4.935742832753463,6.863262465752933,-2.5692151642789187,1.0239936846513376,4.595928090442244,129.26167859106278,0.0,0.1844714438020949,4.418179307371674,0.10896685814415964,0.033692839378504987 -2003-02-07,0.11040413259088656,9.630723740926307,-4.242361896187824,1.2164364676260333,5.724629337463464,36.282710475260025,0.0,0.005216757012817555,8.607038639983474,0.10155230455726587,0.0227267831933176 -2003-02-08,0.026306518905016268,10.68413875610301,-2.255158619469304,1.5915272344680114,5.936611248305133,16.673360223558177,0.0,0.0011256248151086216,7.852427516501807,0.09178191577081617,0.014965460706781482 -2003-02-09,0.0638188142618761,11.41979948354157,-2.403271328603213,1.2745624367573716,6.215605000532339,11.49093269872027,0.0,0.002459179664350969,7.069914270241058,0.08310315923229722,0.010116257976352898 -2003-02-10,0.011051929679501388,11.7529568132886,-2.9207203943940545,1.179814057608136,6.37514658368444,6.986586318018532,0.0,0.0003812959395722293,6.368583780034252,0.07431843551591652,0.0066432664180931895 -2003-02-11,0.020771430961001182,11.455183890292098,-2.5502172677993715,0.9535841862509068,6.236090440436227,4.775063766884142,0.0,0.0006382006062761528,5.679233817415275,0.06640120090976873,0.004421629674978859 -2003-02-12,3.5873346148922507,10.993083085936547,-2.4444479797873835,1.084816271741845,6.0570802615535575,90.41485714878132,0.0,0.13394055320979215,5.088923649838704,0.1010725329324136,0.023272701006351232 -2003-02-13,3.408525209997656,10.655961374598824,-1.4638180870761557,1.2487710184076557,5.833943934113961,138.30607225161575,0.0,0.17663153310947122,7.765568348367136,0.13017062248581163,0.042044194798182985 -2003-02-14,2.8054894024044,10.613999381520653,-1.7130359207001045,1.3371323153934185,5.842990312304487,153.70947885281564,0.0,0.17680181710000387,10.036394171371061,0.14959924668227825,0.05428948324958887 -2003-02-15,0.1348784623493728,10.664379402699767,-3.409807366373467,1.424062068837754,6.009873533296342,52.05298454059351,0.0,0.008617524649431746,11.526011671041598,0.1358414729099772,0.036652047422699924 -2003-02-16,0.08972330059997902,12.265903678927277,-3.0213943379334536,1.088552635454134,6.551609427826155,28.575347581789377,0.0,0.0051622450541969345,10.43624713273697,0.12262042700985125,0.024644788296315626 -2003-02-17,0.017198493630632337,13.529404179744695,-3.04585440579934,1.0378430469291977,7.00749983073309,17.007895367953672,0.0,0.0008776791290031928,9.325109651221446,0.10883156296461377,0.0161762384890293 -2003-02-18,0.007884143214316517,14.27736016215375,-2.9231040952353853,1.0822870070899828,7.2701370747515055,10.839881361018186,0.0,0.0003525499290696326,8.20628131980956,0.09568946473719567,0.010583651908003058 -2003-02-19,0.0038466748951750014,15.276098349877456,-1.9434666145255908,1.2637930103616004,7.577303586381993,7.013598146311667,0.0,0.00014996340190655613,7.181123121731602,0.0837000322293283,0.00691229410379143 -2003-02-20,0.1740245816663002,14.536667768474054,0.5668364656179073,1.7243130013261736,7.068757118863292,8.406355143056064,0.0,0.005964217741863287,6.24582106460549,0.07478685404530644,0.005407718843199527 -2003-02-21,0.2646313253743487,13.043526359407695,-1.012080330858048,1.588977807347663,6.657782604848827,9.255561270301072,0.0,0.008248983011583555,5.6384340958644295,0.06876671440448986,0.004776200328309581 -2003-02-22,0.024461819391111483,12.62189627128421,-2.9983010337080467,1.4245493502893445,6.6606721998617475,4.0657122996300386,0.0,0.0006910726064410892,5.227145975514412,0.061177674246557026,0.003214307945729074 -2003-02-23,0.03139351287306183,13.635860983012435,-3.4957294225101627,1.133106081982135,7.051830006994127,2.6861572809358036,0.0,0.0007884632621238119,4.651025269855866,0.05454700772849772,0.0022124185796724917 -2003-02-24,0.03983963650650026,14.274774194382838,-2.32102460631603,1.283600586905989,7.2124457188061895,2.0698075260913162,0.0,0.0008853051047911439,4.116350237358396,0.048416797320013846,0.0015749812923421043 -2003-02-25,0.0795902103542457,13.559762595166939,-1.0758356472624506,1.3488320540645395,6.845329106145587,2.107618147390798,0.0,0.0015723773452492457,3.642985250406366,0.04336548306550311,0.0012646564764399373 -2003-02-26,0.049253268067222016,13.717568869231371,-1.4886836164428188,1.4242031243134263,6.9371066343509975,1.489482963946456,0.0,0.0008738489646980471,3.2867492713449318,0.03886217033187935,0.0009562883413880084 -2003-02-27,0.06547424078512132,14.083027444581651,-1.8953678940636312,1.3379892124881017,7.101411288792768,1.3611132117339457,0.0,0.0010418989850858873,2.9405823089949172,0.03501852300310267,0.0007811432769466204 -2003-02-28,0.00953338912691786,14.792810442411318,-2.4111738862370142,1.3680993417815577,7.394941502889549,0.6614083847758705,0.0,0.00013488080429029624,2.6416096679856325,0.030884021172790335,0.0005290251545799254 -2003-03-01,0.0004004135454732371,15.483242441089047,-1.6138550703572223,1.6652804951653293,7.596671342242229,0.36037273058868013,0.0,4.954622585844309e-6,2.316740549867595,0.02699312297855789,0.000345124925931659 -2003-03-02,0.0,15.576727789720387,-0.4614320514742151,1.982385098271635,7.5391078920911685,0.2258672432401036,0.0,0.0,2.0171425760877106,0.023498344935139026,0.00022466010590999123 -2003-03-03,0.10740045651858617,16.50117361880559,0.06010403301433472,2.228664543051857,7.846804646599009,0.8241011744402765,0.0,0.0010375434203257622,1.758147677595236,0.021732372350959407,0.00030422448309883906 -2003-03-04,0.21572347092946773,17.506886033211778,1.8817423936357327,2.781621376363116,8.060057793746722,1.5533813803535235,0.0,0.001982636343713401,1.6163379488896759,0.021342274807747075,0.0004999215123870086 -2003-03-05,0.006117569617737861,16.336799282466234,0.9604904015263156,2.266740431006105,7.687485095061064,0.4787834891316388,0.0,5.1620925567052306e-5,1.5806977457339437,0.018485323779549166,0.00033328545675656953 -2003-03-06,0.008531078146629248,15.973144739254373,-0.7032277695739507,1.5376502804898602,7.694956344330355,0.2701751079347649,0.0,6.284568337001917e-5,1.3792777272578667,0.016167032712515635,0.00022652235163248438 -2003-03-07,0.05569319274545798,15.263852901074465,0.1371885991841564,1.5230316742972847,7.343659270985811,0.3908595301013384,0.0,0.00036576913026026975,1.2062079087020037,0.014700293230315985,0.00020314915788221188 -2003-03-08,0.2671917318306175,13.857298305490833,0.3942547289103778,1.7035746558057332,6.7682729516368445,1.3037683938763822,0.0,0.0017603938537583685,1.10435767950106,0.015977621782971692,0.0004002865239695378 -2003-03-09,0.030012236369420738,12.756441981371609,-0.5315007600321723,1.4118015109799464,6.447252857209876,0.4925271693476036,0.0,0.00019624767227532577,1.2136864880421787,0.014488247865105495,0.00029044932087103636 -2003-03-10,0.4842401670815514,12.561958118719437,0.13183973916776862,1.3807459464265328,6.293358468826337,2.48126822583323,0.0,0.0034792477046247106,1.1073799280510188,0.018541296210039273,0.0007188357180633593 -2003-03-11,0.7561069290464593,13.398517412566983,1.1665098801584648,1.5365187511465077,6.481325364784705,5.409727885286598,0.0,0.007253867612703191,1.421185755654106,0.02536398524147957,0.0015724367712225663 -2003-03-12,0.6372543852923462,14.729564913212831,1.3807373644586074,1.399194266716699,6.975436154422745,6.47360238872432,0.0,0.007674876135754127,1.9368412074630654,0.0299864703921443,0.002192195704693136 -2003-03-13,19.71276699629377,13.083473438502176,1.989137305239777,1.4820849254407416,6.228077121442322,872.8592468902172,0.0,1.3332553861758747,2.267871922153914,0.2560595573775474,0.20443484484433547 -2003-03-14,3.5589920376366067,13.407622297478529,0.8847457519779233,1.8099547545902888,6.511365548051913,493.3201733539711,0.0,0.4330296814355066,19.51013089573977,0.26873965899375923,0.19901264161971877 -2003-03-15,0.2743159149040825,13.822808189139854,1.3673991284102365,1.8020875533395213,6.6069253064441815,181.54404553083748,0.0,0.03200927761511324,20.34920146158208,0.2402500105017033,0.13442176148415824 -2003-03-16,0.08914718784461588,15.766774060727766,1.550439409073146,1.7805344574260844,7.349950507581254,97.67291329702597,0.0,0.009172156673460316,18.177001429860532,0.21278826095071462,0.08889884525545942 -2003-03-17,0.026808989995316317,16.403692845056046,2.517616812864543,1.4448068556584346,7.4800014296332344,60.24870284369075,0.0,0.0023843237672003074,15.875872490807827,0.18525546942464163,0.058232018532295315 -2003-03-18,0.7345046741316238,16.40769953064915,2.477556019274789,1.4140685069658492,7.482613074264937,75.914112536995,0.0,0.05788079255832124,13.800360932529781,0.16932134082145672,0.046719512888608754 -2003-03-19,0.4233544340984444,15.107548110236996,0.6938452132292406,1.058311167612959,7.176438832769515,53.42756526238265,0.0,0.030071033426671057,12.620446947792473,0.15195145240134383,0.034990966146252515 -2003-03-20,0.3284834094133277,15.357507253100954,0.6730382298979268,1.1276482391697409,7.271616785263948,38.45899231428655,0.0,0.020937396889089743,11.40278146332559,0.13666129096325827,0.02596550236635156 -2003-03-21,1.24516311830686,13.949886307591328,1.302317212057843,1.1013127414046588,6.642879659610391,66.84462571340472,0.0,0.07436106978002055,10.241436077904543,0.13381110152747558,0.028224893057847037 -2003-03-22,0.4907607226549262,13.621048517116106,0.5190379121296685,0.9700697192142778,6.6094556931137465,41.08634099243658,0.0,0.028009056961352252,10.154376100327095,0.12400863474575961,0.02263787150552735 -2003-03-23,0.2784686005284741,13.844203737031734,-0.1396963729822833,0.986181019176376,6.7645253766202025,26.21481520116803,0.0,0.014565042729160704,9.419590474423813,0.11297582037387671,0.016953933292261143 -2003-03-24,0.2143395313659787,15.223851779700597,0.2300781421985036,0.826240047311571,7.2488130455876725,18.646849968140124,0.0,0.01013190940090522,8.558426774406055,0.10219678625207544,0.012578946621457603 -2003-03-25,0.4946419375097762,15.961794282347636,2.8498233234039274,1.1597058808178498,7.220262377541772,22.772136726486064,0.0,0.0213112796784794,7.671067723176539,0.09512498745584984,0.011433260198611727 -2003-03-26,0.4188866646661708,15.676301144761126,2.578521325361301,1.041989083666519,7.138309771842041,19.658893973985936,0.0,0.016732027354023404,7.145915929092381,0.08812482708046482,0.009990213369777979 -2003-03-27,0.3574684974694259,16.899052739764105,2.235518089094743,0.9471859147197326,7.671798093822174,16.193521754618434,0.0,0.013197524403346761,6.632222424308833,0.08142516558671534,0.00851267741862711 -2003-03-28,1.645731266718255,16.694333437764413,2.2774501550009707,0.8262042262563992,7.579904964886194,46.5433766134007,0.0,0.061469800526665175,6.0651687495078805,0.08982676311016108,0.014901038115556261 -2003-03-29,0.2879979901377357,15.415192190933304,3.0408597358894345,1.1018040664230648,6.951982431960451,20.31101286160838,0.0,0.010687526306620898,6.701287438324649,0.08142044186419901,0.011327209229414225 -2003-03-30,0.279817310202508,15.322878627546554,3.6834504305645095,1.64735031840929,6.806997491332586,14.495312593067425,0.0,0.00952570564134747,6.151349311831673,0.07491873574599561,0.008823910234849587 -2003-03-31,0.6846773540743226,16.872794098794273,4.891371208521838,1.463111874932662,7.250782453947807,20.917937028328925,0.0,0.022281897412711804,5.677280090010007,0.0741124956936453,0.009136698886428332 -2003-04-01,0.6519964427890648,17.08765575803017,5.345953538217254,1.702719851441795,7.257353523195281,20.85218014258774,0.0,0.020766100455944292,5.567814813986316,0.07245658887763878,0.009109507118291177 -2003-04-02,0.3965001046297978,17.614108669249298,4.6623119236626565,1.7294119656190294,7.597016039724402,15.126341950745305,0.0,0.012076996802869111,5.442992995029467,0.06802613991138669,0.007768762161588959 -2003-04-03,0.029912225445212243,17.794739691719357,3.901088026264332,1.573830231066942,7.784861383370193,6.393324007377952,0.0,0.0008208484871401744,5.076853738105287,0.05949036500299387,0.005182085343778648 -2003-04-04,0.042907793873693686,19.590911672343726,4.025543279143793,1.5283437027016007,8.511092127986341,4.151527318407198,0.0,0.001025947745673536,4.424617058113219,0.052043638968696085,0.003529509701198655 -2003-04-05,0.05764625996831529,20.313818548152668,5.0074019617219525,1.822508226024128,8.677853471607051,3.141721696939124,0.0,0.0011896673660655097,3.81622522358664,0.045127979268340467,0.0024786893597378043 -2003-04-06,0.2690245775952864,19.925700362302546,6.566190656985164,1.9814079316485165,8.258120353659246,4.9217655975270205,0.0,0.0049509200647428475,3.2988944562538767,0.04156384043047933,0.0023673609936479428 -2003-04-07,0.07139142025327948,20.275717998424692,6.8937891035954735,1.6826392901177345,8.350330513482154,2.6079105827576172,0.0,0.0011849503033065506,3.0642998165737265,0.03652867931426269,0.001721466929622222 -2003-04-08,0.4528032775525518,19.946020364583138,5.346462130780177,1.500205547991679,8.45617858108305,5.825770721717249,0.0,0.007062997209598243,2.6886090901117936,0.03659532661397692,0.0021960397277155145 -2003-04-09,1.1876057705048693,20.188485647562747,5.397239967851719,1.7395455495438985,8.547491714607908,15.486957353167556,0.0,0.020881694905141135,2.687837862541893,0.045146293745207906,0.0046090651794946464 -2003-04-10,2.5989603582318304,19.55253742525032,6.050250994564724,2.135046342520031,8.164080906270593,46.35992736964389,0.0,0.06447187890572614,3.3088586260332558,0.0688220901944748,0.0128170808000018 -2003-04-11,2.8147111895947194,19.957420291559675,6.350783645444367,2.158636245076304,8.285199760252405,76.77579584568251,0.0,0.09888599491008954,5.078656157624339,0.0919523839432615,0.02340017074707917 -2003-04-12,1.877865324795127,18.901019478948946,5.8760590087551705,1.969978401281732,7.901097735615101,72.64195967678609,0.0,0.07865168693188562,6.763475058752702,0.10066576326418486,0.027208292590130235 -2003-04-13,1.4551780873075861,17.973688386756102,4.2456496314265255,1.7347206233004435,7.7634204980803405,65.12079185618173,0.0,0.0648846954852873,7.459244994100978,0.10384699175354418,0.027590973103336355 -2003-04-14,0.05489545537625558,19.720303255982436,3.9909499433446687,1.3777451575404849,8.519573146402342,23.615179898848822,0.0,0.0023112570378294867,7.7152857824876975,0.09051734919501961,0.01831234974230673 -2003-04-15,1.0226290540026022,20.434602379155773,5.347242096763004,1.6774994451300371,8.630231309388762,38.24757578661164,0.0,0.03961440391020021,6.626923739020149,0.08911210950622891,0.017952357213194003 -2003-04-16,3.3132578052778205,19.909063222750497,7.073644760837097,2.0113367922183047,8.111233311994766,110.30654086140373,0.0,0.1474042945620786,6.509823369597896,0.1144322431688455,0.03413062220771349 -2003-04-17,7.370028610179466,19.499962339914013,6.585717687737335,1.5595014654322057,8.014920180453288,353.7083022469168,0.0,0.49408445583754457,8.43941580718192,0.18416932077879666,0.0974490883350339 -2003-04-18,1.5957702233282185,18.226650392071708,5.280985812220696,1.228702747464232,7.684934149745837,176.14583688978058,0.0,0.12764278882590796,13.571670117837806,0.1766904080777106,0.08287027664036702 -2003-04-19,0.2590809918855876,21.19312492887992,6.0665828508555375,1.6826281290586491,8.82941470751942,76.02627308509025,0.0,0.019018015275665767,13.112227304050707,0.15576668615135844,0.05684042896512319 -2003-04-20,0.24579388208509625,22.089072235627466,8.57357188824359,2.0328407585626254,8.79288248745633,48.923271861649475,0.0,0.015466688499503417,11.302132310753013,0.13452551950548752,0.03935547956663376 -2003-04-21,1.4009776544723316,20.880924499260185,8.480749905738543,1.9734597135613103,8.252313336365951,79.28647937615051,0.0,0.0805822093282842,9.777111874221163,0.13021717283393652,0.03788839928623801 -2003-04-22,0.26422833974716625,18.295326766725346,7.390635685204733,1.5065644848636914,7.296791872844452,38.58302451161305,0.0,0.014035049428325841,9.57045797489331,0.11456743518771692,0.02680061079315564 -2003-04-23,0.7288141952714998,18.094150584206982,5.2132728143290485,1.9119251125886327,7.618478833518428,41.89908801591359,0.0,0.03562706099347468,8.587932596271408,0.1085337905095636,0.02287068434569648 -2003-04-24,0.280293143298302,21.39713758890184,5.492842489504656,1.6011356599590587,8.975445149127994,25.243897729395947,0.0,0.012557911653912956,8.085492006115823,0.09745573140172951,0.016799868151835266 -2003-04-25,0.6610887658158185,22.8530738253523,8.097866666914864,1.655486332315666,9.20194968039192,29.181648145209305,0.0,0.02656318631488952,7.06729736379412,0.09003046448890273,0.014980562102387974 -2003-04-26,0.4212090841457413,22.746792151076104,8.76251737898791,1.5251407633223195,9.02863566941563,21.365628608329487,0.0,0.015318033950717624,6.500653873810252,0.08063501574354708,0.012084038801637645 -2003-04-27,6.660883751527175,20.713541743018943,8.884159286570059,1.5033844215006933,8.06307927833605,227.37137197867523,0.0,0.3344699928262056,5.845072551707709,0.14568592148164106,0.05879413877948696 -2003-04-28,0.1705800650514764,19.898561953243878,8.906784185819884,0.7031709710054506,7.67385585797617,64.37880417627989,0.0,0.010150803443359308,10.741967025260214,0.12712378326099133,0.03981783080106544 -2003-04-29,1.331482399491096,18.718424803651825,9.031540835465057,0.1440280493143672,7.082201746952678,76.26885333220832,0.0,0.07387407285652126,9.453686687784591,0.1256399157902573,0.03716795533349355 -2003-04-30,0.9969885456291391,18.076510634589244,8.635528943648497,0.8705340807351829,6.873604767981386,64.14062531664582,0.0,0.05437302323384585,9.454523778362079,0.12175304046149046,0.03247368805789801 -2003-05-01,6.2539357702201155,15.813295931196713,8.890095350014981,1.5428234638013103,5.693449293453708,303.2003198032218,0.0,0.42643278720430544,9.201021584261094,0.18003978656671404,0.08606953612475153 -2003-05-02,2.4614949032702915,17.84662529642525,8.122086983959575,1.5898651024533903,6.885781607581012,216.84104554571093,0.0,0.20790679237296228,13.899484771352553,0.19059433300780673,0.08768410325534033 -2003-05-03,0.7573921931940949,18.455201586243557,8.946623810747026,2.0565135939568777,6.9638631976280205,111.7253224541119,0.0,0.06224662448935103,14.366061128965864,0.17617798909576746,0.06655619820243397 -2003-05-04,2.136124929141705,20.50034883973724,10.240814558010932,2.2238658960994298,7.6132334394985195,159.31950704448687,0.0,0.17042369708118033,13.265596095078745,0.179419619372596,0.06927448240597518 -2003-05-05,2.1351309990075724,20.10923313190312,9.586709316880938,1.942219716610969,7.584966380828948,167.14665611778454,0.0,0.1711771956641397,13.332681860922285,0.1801895444990134,0.07115868895366992 -2003-05-06,0.4599073930694947,20.554948840911575,8.288193189578969,1.753751809354858,8.078611829631011,79.76094157126177,0.0,0.034790693366158476,13.397155536444464,0.16142539866328634,0.05161835907175878 -2003-05-07,0.3979895853942249,20.4093364062988,7.373233899957756,1.2733571885574242,8.187080075355352,53.78894692348264,0.0,0.026564595274236047,11.891296579930918,0.1431618611112422,0.037645977757059745 -2003-05-08,1.2409791270607702,20.074956448908935,6.267526610475887,0.98198118444501,8.230438801625878,75.9963528906098,0.0,0.0761449259529492,10.530401459153417,0.13712861185754494,0.03609995200975139 -2003-05-09,1.3957985298788345,18.32893119925569,6.163653609705903,0.8367379391698953,7.491263553351162,82.05438767295581,0.0,0.08267344914102037,10.080156012209446,0.13368709851585628,0.03608762601148025 -2003-05-10,4.147915694695255,18.31347048974262,7.1927445748150936,1.019222202900719,7.279859291089292,208.9452521085111,0.0,0.2760179185031362,9.975794432707563,0.16453165793630872,0.06551915406742023 -2003-05-11,3.033448798085277,17.18922644060508,6.148607301591263,1.1055164167366551,6.992982678292948,211.3592818742296,0.0,0.23315304490613453,12.315731450907471,0.17880755492356004,0.07815088531024171 -2003-05-12,1.2924256028332792,18.484025923534414,7.750399467059318,1.291531477873148,7.230667831188006,131.85883834280963,0.0,0.10134332669699408,13.454478510868825,0.17179144582892625,0.06630357186068518 -2003-05-13,1.234085054332607,18.347074677756304,8.939801112603607,1.0667780896757089,6.881336789100119,110.48457546647012,0.0,0.09234028930980887,12.868409356205724,0.16428450920282905,0.05722068218639632 -2003-05-14,6.153554599009446,19.291923943224113,10.451678004963119,1.3301774812904263,6.928274050931212,391.01777620919887,0.0,0.5325477949522153,12.39563823090401,0.21608553433595318,0.11833624374014676 -2003-05-15,2.8544908783156733,19.86178469565811,11.598063658977326,1.2815465921410922,6.871507174327633,294.2272975035634,0.0,0.28451718148348926,16.2580583134387,0.22264825442766728,0.12035327687050477 -2003-05-16,5.141803545502093,19.218654898439105,11.263934098455513,1.3029931587717858,6.640730804114416,465.76895432930394,0.0,0.564115538666675,16.766815552374037,0.2552205752421152,0.1642392509723577 -2003-05-17,1.7521179590109364,18.57551528966821,11.010098664752109,1.235231875946469,6.385608295796801,272.3386885763609,0.0,0.20096288001291085,19.285177789566884,0.245070248312046,0.1375116004066183 -2003-05-18,1.5018269263384851,18.273595718018427,10.527980179657897,0.9815521996002732,6.380861623632588,211.57726500238098,0.0,0.16500772191371804,18.621275335518018,0.23442051331408675,0.11463845210857734 -2003-05-19,3.0889418032294103,18.19124151300096,10.91431023459486,1.2472996384752952,6.2114702054965365,306.9125829417217,0.0,0.33930286883072114,17.820804929056514,0.24358438865269672,0.12628811855172573 -2003-05-20,3.1411147616976858,17.316261354369107,10.248987758271188,1.0256819439561364,5.973238899490876,337.8691884630985,0.0,0.3600073061106168,18.574341298876668,0.25297035667400597,0.13702406031047473 -2003-05-21,0.95696167197446,18.847975245174105,10.31186076962258,0.9738890118563128,6.727779476303714,182.17046528995613,0.0,0.10795777292637454,19.375943961625214,0.23686458050904835,0.10563438889899245 -2003-05-22,0.3242720413722363,19.326835351056,9.038086219718323,1.3787253741157643,7.29276884647886,98.30165496521386,0.0,0.03301162991702389,17.879468975795007,0.2120612546689582,0.07378953068636927 -2003-05-23,3.535936745120442,20.328888040589884,9.989707696336037,1.139418918998233,7.5310746321421,279.72632062694663,0.0,0.35083693914251857,15.840481066286399,0.22572214514598166,0.10145362320077551 -2003-05-24,6.389675402360151,21.15630742926203,11.349519444921846,1.4269247621972871,7.57519090492501,560.6330788729466,0.0,0.725687794995812,16.769798969627573,0.26979219206457133,0.1765382276194416 -2003-05-25,1.8595355971139629,21.09362848634901,11.197498627951061,1.5502356622132132,7.582893386007677,303.5639813857907,0.0,0.22192654128893885,19.986727900224206,0.2544941747251421,0.1487096832734277 -2003-05-26,0.4349530614039363,21.997078839954046,11.43224808207848,1.7970441207198111,7.963442686247415,143.73829893749294,0.0,0.04701625111905905,18.86357544207248,0.22481478745783143,0.10396193325090904 -2003-05-27,0.3512555441629093,20.64520699193441,10.761597204712222,1.4075972464738118,7.474166827284712,93.1654781905265,0.0,0.032997890953682996,16.55537101004385,0.19695074962467934,0.07269874870475068 -2003-05-28,0.12331687904770774,23.17790999653705,11.539287720612464,1.6465598940622652,8.50848102801845,56.13681072916405,0.0,0.010122738329415598,14.666550925930006,0.17229194373584128,0.04886480501754712 -2003-05-29,2.531492406715404,23.695555791045823,12.342456995755153,1.0043166723339143,8.558497800403588,159.73783580315998,0.0,0.1946815965232278,12.574989686845987,0.17598028577607663,0.061451840485484716 -2003-05-30,2.4948692750206547,22.160575244723358,12.751413385461767,0.630884148773322,7.66647794349166,178.92791774163516,0.0,0.19529695538340164,12.828917632382115,0.17851173969125533,0.0697391064614861 -2003-05-31,9.156094354070516,22.696603818315648,12.357881220194043,0.4003421965114157,8.049981166724171,659.8672564421672,0.0,0.9219519841164452,13.251390776793174,0.2610320266776911,0.185777689971643 -2003-06-01,2.961641853227236,21.389515390422012,12.190503365523,0.6086207756479212,7.432600620413112,402.9163794012718,0.0,0.34838034584788735,19.155767547540226,0.2576528408710369,0.17397859883210876 -2003-06-02,7.530050668799351,22.38608158530221,13.093052492110045,0.6820322155116577,7.673293161358635,786.6314197348327,0.0,0.9934692307554585,19.15427522649966,0.3108543251640401,0.26452225756026304 -2003-06-03,10.668210032693153,20.56095611493875,12.36467602516798,0.8298849752715013,6.945405757628094,1392.0670373217856,0.0,1.7763802711493355,22.935891554937108,0.39146502567662483,0.44267169553634567 -2003-06-04,13.403757365726305,19.646326843596448,12.630509930211128,0.7593878264531099,6.36320281697788,2314.165378579085,0.0,2.936708498193928,29.206798261389245,0.4963841157653262,0.7353157205111656 -2003-06-05,9.957217220875751,19.39345883149931,12.911792466129716,0.9853908164731048,6.11708272610895,2385.61221979708,0.0,2.6458098815444266,37.26785691299322,0.5501401312630426,0.8815196147257198 -2003-06-06,6.9823071361362805,18.67869835403469,12.602906180419366,1.0782854481753668,5.831659692132316,2045.2932065058542,0.0,1.996676359472377,41.37475376490056,0.5633270104813248,0.8778513100147108 -2003-06-07,0.8926937121022087,19.129521108638876,12.489057992518955,0.9625635947591938,6.125798678487747,858.2737747805685,0.0,0.24233778204200096,42.597292092170726,0.5066288817497392,0.6083394511339105 -2003-06-08,3.0985075249189333,20.582093330769577,12.33177098099953,1.1421125697637928,6.95796318191799,918.8955618721446,0.0,0.7640059115783271,38.21021141558359,0.4812186000135427,0.5123315772859434 -2003-06-09,0.2817748249671297,21.000361922218445,12.01287964326563,1.4434164649310082,7.270981042697587,419.65016354528063,0.0,0.061427894901868285,35.696323248411396,0.41912047698593025,0.34285708169044626 -2003-06-10,0.03658283008535597,20.91552375619281,11.985950160036815,1.1672943137513965,7.234075706870129,234.68343321126218,0.0,0.006752723831757582,31.002728535807595,0.36158695655493356,0.22421204785773233 -2003-06-11,1.7143813417839768,20.610637791994247,12.426068868194706,1.275858306018957,6.937895208403602,328.9044847147716,0.0,0.2786980074507499,26.856285808135333,0.33282892328710467,0.18838739397622256 -2003-06-12,0.23223537474490816,20.43688842710366,12.573110351807141,1.2093329123240912,6.796510200768587,160.8792743337638,0.0,0.03371224692776839,24.911212102670444,0.2929041351299931,0.1277645268903753 -2003-06-13,2.7484085405936276,20.579653660421805,13.213891492464569,1.1206633219394404,6.651572760590591,328.5024921129182,0.0,0.3706483013909412,22.027710785988482,0.2886250109396706,0.13960538147657453 -2003-06-14,7.214623659003623,21.40366436773732,13.037104341061225,1.0606301152949342,7.153823950077423,808.0586335829862,0.0,1.0645996488080467,21.774626703874326,0.33770513423954907,0.25297756554768364 -2003-06-15,5.400031565919559,21.633071214064746,12.695641742630588,1.0479127613341903,7.380693443331884,805.0973820980076,0.0,0.8832730890571128,25.156124395672848,0.3559585233037993,0.29916788146042944 -2003-06-16,6.045884609768178,21.45550260830842,13.19343819018934,0.3047970726824049,7.127624826071209,936.9327246923425,0.0,1.0502601919835666,26.364210215368903,0.3775556555148136,0.3546618594640757 -2003-06-17,2.537653847344824,19.453907385368634,12.329063507214846,0.2739597513943803,6.347870553283139,583.4812736453987,0.0,0.440000691102838,28.08148209498593,0.3566921974272559,0.2978648066707351 -2003-06-18,2.1793106008904344,20.772897237632492,13.04398141649474,0.8061701033248937,6.810015635372144,459.3209848665338,0.0,0.35963293090814386,26.997169245341176,0.3398862309225636,0.248655416016458 -2003-06-19,12.021339225829973,20.853498592011398,13.982328900379805,1.1447156876274542,6.514337591269218,1663.8261850770218,0.0,2.263772360315137,25.49875573544334,0.4370836964381417,0.5065557731591032 -2003-06-20,6.4625712129437405,20.88153662640294,13.834622355976911,1.3950635651673406,6.5850271806762475,1390.389435030764,0.0,1.4199589124629783,32.82784985640194,0.45770679667325265,0.5459537214109477 -2003-06-21,2.516793246838167,21.4711703972648,14.163988635995102,1.0121188248344994,6.792318034943498,802.9812755950636,0.0,0.5434167104161118,34.282225623877274,0.4286836483199399,0.4381334347662874 -2003-06-22,9.672008321764249,22.89783121288404,14.381930967330439,1.3415511284360806,7.501026638695653,1749.2137206702237,0.0,2.18211964515897,32.02072935935182,0.4856921582713811,0.6174642257757874 -2003-06-23,14.923830849385354,21.677072447778887,14.721874247628273,1.4566620381204551,6.696275384359653,3187.255286504751,0.0,4.065610543387894,35.58667105428949,0.5884131397799308,1.0209894558843244 -2003-06-24,5.3122624045533495,21.708913140199233,14.853315962818865,1.7858634188122764,6.6625893109306125,1939.3774419583774,0.0,1.575204804246388,43.539735389539864,0.5690926900976472,0.9044643509240653 -2003-06-25,1.0658810380599506,21.405357747132932,14.727213839437445,1.6952333844697645,6.536073488322512,886.3818941986215,0.0,0.2869010950182529,42.213042118786746,0.5041701448458934,0.6324487126789676 -2003-06-26,1.7816194802370715,20.833888011929954,13.79454868189602,1.3922536249248707,6.569282106206514,713.3924802415447,0.0,0.4237242381814381,37.688889813822,0.45980470252940664,0.476212661725299 -2003-06-27,9.01032932997546,21.509467214298983,13.984441653266876,1.3270117671214667,6.875365857300371,1754.0068490190474,0.0,2.170109591841877,34.446680010490475,0.5062447282791497,0.6404233047626738 -2003-06-28,14.163450597934773,19.451775441943518,14.442972794271885,1.636743468008107,5.4828075280576565,3179.9476904115,0.0,4.033944063632266,37.5552246288651,0.6024875407790353,1.0311130478823918 -2003-06-29,1.5825656476240335,20.812552416410316,13.947497974058619,1.446319019676317,6.498467834403227,1224.611272833289,0.0,0.4739293056676639,45.7831746557956,0.5517787968744825,0.7433688699136745 -2003-06-30,5.018942297499406,21.78470166054628,14.703907456647904,1.7100267895809664,6.761661437326318,1435.8726586868602,0.0,1.386593765075423,41.13877097987215,0.5377061001372472,0.6950275805958879 -2003-07-01,7.108422948040063,21.268657997136774,14.86390473928548,1.1192962853770103,6.39882829811429,1812.4059015276696,0.0,1.9536591325060595,39.89649998015839,0.547575518810726,0.7499037526308518 -2003-07-02,11.26437862713274,20.836387977448894,14.319782057098749,0.9158498937330268,6.366478045610816,2815.11169191615,0.0,3.378835590662842,40.93026479955935,0.6080322479662275,1.0026297310609307 -2003-07-03,0.8837820289980516,20.96039972414986,14.223602688051908,0.8147609515992299,6.475622329600148,1026.5909870489413,0.0,0.2583979525628908,45.254763809003855,0.5374828124494204,0.6920097368648637 -2003-07-04,0.3686204661391633,21.489408915336767,13.330540762476152,1.0808759976638889,7.089734503072791,541.5412936347255,0.0,0.0924255857397901,40.13726376378077,0.47186611934171935,0.46453897505589387 -2003-07-05,3.81704644466208,22.562007938047675,13.511556692501145,1.0283015417854862,7.600063813580905,871.3788424762621,0.0,0.8594855358615314,34.923549444109035,0.4513017056795239,0.43326240928099646 -2003-07-06,8.989772538285951,21.89886725526956,14.201516385206888,0.8574886186261085,7.011698379924611,1687.4277767096494,0.0,2.0742308531978146,33.07556036145575,0.49003264023445087,0.5978657547263502 -2003-07-07,9.77457070333044,19.799411155352615,13.570362717287777,0.7408510647921673,6.06754377574628,2157.6096814654165,0.0,2.517004071696718,36.2848680915197,0.5365612689706325,0.7724335597751275 -2003-07-08,5.66036388824663,20.107027362857572,13.6454301025905,1.0036570497718735,6.214288114217776,1669.043266214549,0.0,1.547188264676068,40.43772004366743,0.5370114586456505,0.7384002126514982 -2003-07-09,1.7420890738748662,21.47540001876419,13.958438770569696,1.4403032277606376,6.8654105983708105,875.2405293835501,0.0,0.4484659369923927,40.33827732072899,0.4902077702684104,0.5489493976353013 -2003-07-10,4.872734647291072,21.72380934195494,14.264944265977435,1.9358262397278057,6.892644787691752,1154.6690299017412,0.0,1.1689677436117485,36.414828156067344,0.480972145343456,0.5353328651421535 -2003-07-11,6.273910030980883,21.465347458336144,14.540082861654678,1.3730800262543084,6.643511065777076,1402.692690596095,0.0,1.5061840517377796,35.72994105637367,0.489316418757676,0.5778153070107785 -2003-07-12,16.55822547564711,22.21439819818914,14.585491990559172,1.3879734645927615,7.050753059614913,3567.874146069399,0.0,4.743941105540689,36.52886100533562,0.6184286051564881,1.0984657222037606 -2003-07-13,5.018518483216868,21.42702213135317,14.555625291321025,1.010262786758218,6.61658365819607,2011.3782111364583,0.0,1.552375910288939,45.25598311282902,0.5856638960233393,0.9514217225615668 -2003-07-14,0.9209945734616676,22.697585409300288,14.53733693526053,1.5263075874615095,7.337296891335713,898.3344680413206,0.0,0.25606804011762363,43.42621236557497,0.5166149274309707,0.6583209665190316 -2003-07-15,0.5190698169664584,22.989358164727488,13.78438623776992,1.3278821021747975,7.7443029727542605,531.3310953363774,0.0,0.12185506653075018,37.901619479218205,0.44757501052731435,0.4470902421395153 -2003-07-16,1.0268615558474892,23.272010915714496,13.742319156366355,0.9399706039779336,7.9068089298891895,433.69671753105655,0.0,0.20500587057808062,32.70698809408493,0.39297650273272633,0.32224990669973164 -2003-07-17,0.7961596399098324,24.148864340357523,14.320702887866645,1.207595395423984,8.191603946012105,311.67005776946667,0.0,0.1367935862978319,28.718217841559508,0.34382250953752586,0.2305983878554149 -2003-07-18,1.5639857564040092,24.371610887314,14.386626451895976,1.1918326109200432,8.2899779468206,312.57139307577864,0.0,0.23508498866189664,25.046256643392297,0.30999130261324953,0.18590387475929102 -2003-07-19,4.3215472235592856,21.596309888924445,14.003532104677944,1.002409506855244,6.922956877767279,540.0391877152277,0.0,0.6195390523995421,22.57729714851981,0.31335332013945516,0.2153486580467237 -2003-07-20,6.906301178694589,21.867856847233725,13.052876044417186,1.0145599761733202,7.389336804490174,888.214368732309,0.0,1.088405092651234,23.48246476845734,0.35400854299767287,0.30590760915927606 -2003-07-21,11.02573251583576,21.95952372698851,12.77682694397655,0.5093759180965293,7.523374026798658,1631.8342266622906,0.0,2.0921933106739203,26.217730962889554,0.4338611270105312,0.5176988150294244 -2003-07-22,13.114113450691574,21.32415981414676,12.687109144903305,0.36197850795484304,7.222436621028404,2497.495930842023,0.0,3.113795827239594,31.888016022406752,0.5242443314173886,0.8111190109512115 -2003-07-23,4.462935397501557,20.963393146526887,13.148659895166896,0.4749920160208749,6.8811996592361,1459.2999990719147,0.0,1.1343405135051192,38.53753541488645,0.5009263636101717,0.7007204541137597 -2003-07-24,0.3129430000649094,22.150468242646326,13.724517720423892,0.8713043024113893,7.327308331760605,583.2380867409684,0.0,0.07156674806380603,37.170067447805685,0.4366516869718704,0.46703317640140013 -2003-07-25,12.181193494062047,24.39493022538105,14.294092003203437,1.7446977021472028,8.340075296572415,2195.328670730879,0.0,2.8796651827105144,32.22467527034372,0.5172982979687748,0.7424882120923041 -2003-07-26,3.0199021905710315,22.594390111812267,14.764288537354036,1.1030111594348282,7.213016079123489,1120.6869233298692,0.0,0.7189280810778915,37.09855459672652,0.4673528520139647,0.5927923500581761 -2003-07-27,5.673607414403546,22.38265790885913,14.68153547877467,0.8276039926147071,7.126023446971725,1288.956598526653,0.0,1.2988011470288088,34.506544325946265,0.468071556435142,0.5836416202251289 -2003-07-28,14.616125025831744,22.374636672916065,14.561190422323751,1.0295871676508994,7.166730626010518,2977.7212023448756,0.0,3.855193918662474,34.62401317395326,0.573614262962318,0.9669334897740435 -2003-07-29,17.471948073473662,20.383006219261123,14.28788401770776,0.9039653738962063,6.1335957748072385,4698.462669637925,0.0,5.877300023381693,42.04429883696006,0.6933239701175501,1.5243340087653041 -2003-07-30,3.9601649886345136,21.483166807292772,14.583104056546864,1.2410810513778778,6.6572511455719185,2276.8313893676113,0.0,1.4175747248579746,51.43123764215168,0.6452723277418858,1.208116489429499 -2003-07-31,2.634091297721033,22.81449608264062,15.134457115074385,1.4247477699751596,7.209759239001686,1443.645903190432,0.0,0.838202747142629,47.52654096525301,0.5843373954091656,0.9140558040059908 -2003-08-01,1.9061002509970564,22.678991890237928,14.973401147952535,1.2067207071846322,7.194490887899167,996.1087140603528,0.0,0.5271810952962284,42.745677565440225,0.5201629718871237,0.6752784774901189 -2003-08-02,10.849085962702246,23.478458995471573,14.549497188801267,0.561425122709231,7.786369176139907,2437.9531270352622,0.0,3.0057870664821476,38.273795246312375,0.5722482984301911,0.8972500355507659 -2003-08-03,5.154563148646763,23.213866436515175,13.826740199047448,0.5226058074454402,7.87875807906352,1698.8018697366076,0.0,1.435537826130532,41.354739057155896,0.5418018730457115,0.8026494433478044 -2003-08-04,1.7826230016318056,24.54070711394242,14.079219991087234,0.6787428739957658,8.500669231770152,909.200738899792,0.0,0.44367294853391637,39.181929281563065,0.47720929153705677,0.590042823806043 -2003-08-05,2.157819699474791,24.989359073881957,14.376167456303826,1.0093471453500549,8.650636314567516,719.005455379267,0.0,0.4621200212165899,34.21464642810289,0.4237145977381405,0.4544547463265115 -2003-08-06,6.206070504847827,25.619362165573285,15.618221802716382,0.9635196555721872,8.609801225561661,1142.908862106893,0.0,1.2519299625875044,30.401684031304057,0.42645554835286603,0.4864535118128998 -2003-08-07,13.674898744008555,23.09409283160377,15.345987324529547,0.8280082263432968,7.304560891547379,2448.5776612509258,0.0,3.1489847712746446,30.61994945817383,0.5160049836057029,0.7961378236554261 -2003-08-08,6.740983629821856,23.277865585928982,15.577334287035685,1.17735237250074,7.325263017156539,1842.5560146832236,0.0,1.7388693319571695,37.88650482555438,0.5198800172803286,0.7830168484987053 -2003-08-09,8.542995551936544,22.43425505487237,15.441019127100049,1.205358037008657,6.8911238147238825,2114.4922566610007,0.0,2.2800752310535035,38.14164848172775,0.5438444865929609,0.8568823036268477 -2003-08-10,9.054421299548137,22.245829462112848,15.507470664313187,1.2413633638269252,6.755412436757193,2385.2216436759654,0.0,2.5816576392286716,40.21498648540229,0.5739552338071552,0.9508856201031619 -2003-08-11,14.70176318725574,21.690531621758048,15.500766657968983,1.0039625981976663,6.427181217307499,3925.4420777306245,0.0,4.815841315246157,42.466163851962996,0.665967633978497,1.3522648308179814 -2003-08-12,4.35972294788148,22.516090237505196,15.530999265590012,0.6617078628296761,6.910315816648779,2140.269274070774,0.0,1.482498846709106,49.20879033375628,0.6240369013458202,1.1059931985007063 -2003-08-13,3.379518773928605,22.9278654010339,15.119519461183682,0.9697508358991662,7.30884548544639,1505.8445560711589,0.0,1.0372241934617277,45.79070201524108,0.5727997724790538,0.8778822967141158 -2003-08-14,1.3714812336966449,22.574066720584693,14.857319334927332,0.9525180244270736,7.207714985460821,879.397533993145,0.0,0.3669495614403533,41.850829426938716,0.5035106476049035,0.6273336062983883 -2003-08-15,19.784912681751546,22.53125525980597,14.614017369142148,0.6210555964301422,7.2748632501045964,4371.970586481454,0.0,6.027018729019208,37.08469470463728,0.6624924120550549,1.3260673305164794 -2003-08-16,25.742392644031863,19.915021550103454,14.286737703797247,0.13848365314202316,5.887800992757286,8552.853996968768,0.0,11.23317887650639,47.9878954942068,0.8589079241983072,2.5736249365670303 -2003-08-17,0.9919452679760772,19.34815224554407,13.32279269481781,0.10660185415965816,5.960667769312406,2645.9740221088286,0.0,0.4470594160475079,62.334078426561604,0.7377052895443563,1.7433802737501631 -2003-08-18,1.008853212452583,21.10774656840388,13.602145668440091,0.44421064862146215,6.854071239786444,1459.1387667987824,0.0,0.37707330452272214,54.645202957388946,0.6483320635941369,1.1922736003843581 -2003-08-19,3.1665200076677964,21.33123374994445,14.442135345206369,0.7372397891095479,6.668557399044073,1465.9997941333236,0.0,1.014429499255752,47.51400338664979,0.5903937750016902,0.9305759542269383 -2003-08-20,4.267347857812367,21.81766095143922,14.566050653721268,1.2139419570930439,6.9030989532469285,1485.0876870567479,0.0,1.2529300684559805,43.70640962449525,0.5588617852389989,0.7965383213521557 -2003-08-21,2.7993159139947124,22.55575588934187,14.569312838732412,1.0304768168111302,7.322082853279256,1086.9429939978818,0.0,0.7517715610731712,41.263382243839885,0.5133005928088101,0.6329773358509754 -2003-08-22,12.883970236525252,22.88026934882385,14.683546043216054,0.9285487643613192,7.465766973402684,2823.195317632744,0.0,3.6152074930232505,37.68108153979558,0.589048608853262,0.9625072432903948 -2003-08-23,19.38191071238236,21.98397554634337,14.748162378218368,0.6362901257287257,6.937771723004066,5297.8330869552865,0.0,6.824094298177034,42.8163840101218,0.7245680107558682,1.6656161454875549 -2003-08-24,3.504111126198078,21.965933143612908,14.32753490432316,0.3646277242601533,7.0880306173410075,2332.9231998092473,0.0,1.2804683036056823,52.48350844840596,0.6522178513593483,1.2792080420924856 -2003-08-25,5.186713437287148,23.731281673120947,14.569764623711928,0.7316596784448991,7.982925805755764,2053.3414019337924,0.0,1.7064874344207457,47.512751292761585,0.6139130742684952,1.0925422341294242 -2003-08-26,19.851447301258762,22.993303997251648,15.073350686656433,1.1119017626315209,7.402112109746466,5549.396940969466,0.0,7.242932652121926,43.97216964310123,0.7435019139180283,1.8140371396867268 -2003-08-27,7.95803779067004,20.50782223051997,14.543864139775536,1.33443860218942,6.163275008994244,3648.23986284318,0.0,3.121570002946263,53.07744592821686,0.7110220500581523,1.6561580654996175 -2003-08-28,4.210742216073065,21.933704394885588,14.548151936876831,1.165977371414315,7.000679275380998,2308.9747090997375,0.0,1.5566747655238515,52.59169909154878,0.6617099727245302,1.3151077907227218 -2003-08-29,2.6198008627257137,21.812668042280134,14.608231995922573,0.7516603256272395,6.911700221400912,1517.4002868502882,0.0,0.8495203281236625,48.25190784405801,0.5926209544148455,0.985425381453554 -2003-08-30,9.722817603973354,21.585503635510424,14.61388982059741,1.0390352858485,6.781409794106105,2703.291425323332,0.0,3.06858680867672,43.617306478279815,0.621376321845779,1.108703281604259 -2003-08-31,1.4799911997787063,21.088436604281185,14.072969564148364,0.9198437003102574,6.707582392517868,1192.830816423735,0.0,0.4421425690596308,45.74563108072053,0.550146516800062,0.7890364650976316 -2003-09-01,22.11102533894176,21.120617565747853,13.666396891638492,0.6431886834909574,6.880913644730694,5568.456566034024,0.0,7.6772306019814245,40.829311338479805,0.7332122969950755,1.6825974274853794 -2003-09-02,4.578097144776528,18.850399790782312,13.636476687093689,0.5026805017394252,5.56944265983344,2668.7905138200463,0.0,1.7226777509126805,53.11671086892172,0.6721054405098006,1.3575949795814515 -2003-09-03,2.8378149297639963,20.416583215648963,12.218527683634102,0.3761251327468946,7.002373354324447,1659.5785049665865,0.0,0.9818364414104179,50.65429310100913,0.6231468319174334,1.0332296274314208 -2003-09-04,9.332200485700794,21.497055378271195,12.688357011519255,0.41762064645928587,7.427123659009377,2757.1969420299247,0.0,3.0887480194054984,45.63091793615502,0.640283106756209,1.1428914411074815 -2003-09-05,7.570420011162042,19.30432283459266,13.38866016459244,0.3125510913400316,5.959342517258184,2556.489972075407,0.0,2.492686780191157,46.331371931137724,0.6279193720350991,1.123516998535535 -2003-09-06,4.193811557747972,20.23112241064489,12.884858289496686,0.6102467257795701,6.68550433629834,1769.9808835512724,0.0,1.3469579498052386,47.092578421855585,0.5974517104071969,0.9364510069594203 -2003-09-07,11.407491564702624,20.365752214862255,12.858306015681825,0.3039601330170069,6.772581562826458,3141.7926384174953,0.0,3.7382406590122343,44.1834087634344,0.6475963408095234,1.1787879569868578 -2003-09-08,13.046862509911222,20.01491057222889,12.199004439298141,0.12116718707313985,6.812446029990985,4102.062867374062,0.0,4.762488426161937,47.5557448286316,0.7059793333854776,1.4924947751842677 -2003-09-09,6.908968960344587,20.526154725438012,12.074839873859307,0.027610289597434917,7.1281389089556395,2942.1551541568183,0.0,2.5674928797708807,51.42911160521862,0.6795991300933835,1.3624826714201306 -2003-09-10,4.960556638624486,19.381224209611247,12.096115525140936,0.5456408839417546,6.512500722498735,2171.2903997431326,0.0,1.7038489775976489,49.297212314182325,0.6320662631279924,1.146348359885405 -2003-09-11,1.8177037359385064,20.26360151679312,12.484030723736426,0.4002963423256266,6.861004612117955,1224.3631263052791,0.0,0.5608757715684032,46.776541116190124,0.5660900428826556,0.8316205258449804 -2003-09-12,2.016568204739455,20.4392525450798,12.076262428130931,0.2574311691487197,7.093286855472132,937.67583945001,0.0,0.5439701754803306,41.811587520258584,0.5105683323062286,0.6241733713452958 -2003-09-13,3.5942451639526922,20.718262484559347,12.191646435657153,0.3756228578226869,7.207728510226676,1014.9609132679766,0.0,0.8787629817147646,37.680661111050135,0.48082470535953686,0.5401121743619711 -2003-09-14,2.6979255895772467,21.24600854089542,12.712747486658301,0.48807176713817296,7.3249327567218545,801.8483630374831,0.0,0.6072153725818032,35.47220011338164,0.4446561143562629,0.44404515099035596 -2003-09-15,3.367653857293232,22.527675468321814,13.13339458673066,0.8793533830724101,7.878030549618424,787.0091456827921,0.0,0.7020815285705502,32.800077548645866,0.4213295768842384,0.3959548076145175 -2003-09-16,3.4267057934374017,22.47265157634261,13.509158075773694,1.2198634200666874,7.734204109745726,736.7920837538564,0.0,0.6664228207502689,30.75353154930423,0.39817661704530816,0.3592206892780321 -2003-09-17,9.333747623613336,21.888927075871983,13.843793427712052,0.9289469120646324,7.305869722833249,1521.97880007404,0.0,1.9076181962097944,29.19765762059355,0.44886477634123767,0.5242988366017091 -2003-09-18,6.109616390076223,21.971714829178424,13.479914111520298,0.8275815286425026,7.48055855060862,1335.1647038056085,0.0,1.347155246757378,33.11516263873241,0.45694211135597684,0.546418188169704 -2003-09-19,1.1675491853930808,21.1823126972706,13.454137669857113,0.5216300796758684,7.05839599814615,599.7590476356617,0.0,0.24062455070473665,33.56400254356275,0.4045990562761988,0.3923312013891983 -2003-09-20,2.5245992033794287,21.185892720064388,12.309649114759882,0.30824781020530395,7.44587544792031,584.1113167202536,0.0,0.47175363150215466,30.091699545093622,0.3799577915734979,0.3272206320608709 -2003-09-21,11.2933365069745,19.95956291218803,10.938212835652983,0.6792422205935058,7.228386033027734,1742.7110719493382,0.0,2.297495818545416,28.065302059750703,0.4585014843185578,0.5628329309446628 -2003-09-22,3.59618653541616,20.01859573507744,10.841339395557013,0.6689962301840248,7.2905990505139595,1011.1110745836664,0.0,0.779597247429757,33.86183506540398,0.43636058382701387,0.4850829826604144 -2003-09-23,4.427666678503655,20.475163606067508,10.758712507047102,0.5424895884747555,7.5482591907420895,973.6587755974273,0.0,0.921925089224807,32.22952220102329,0.42703142497459806,0.456142937070399 -2003-09-24,3.6991226428669495,21.18163730372768,11.396290681528082,1.2890576400117029,7.731764809775996,837.2819504902576,0.0,0.7389533493221268,31.382936207266685,0.4086822268627982,0.4094441771665096 -2003-09-25,0.40727942082027785,21.480779512776028,11.287784989822766,1.075694219269132,7.9178155711373135,361.333307009492,0.0,0.07279781192807339,29.949959366378895,0.35364127293546826,0.2776134577533641 -2003-09-26,0.2441986139331343,21.51673194456692,11.655743096912927,1.3106329315065002,7.838356673689542,212.69876637319547,0.0,0.03700686217702104,25.898208350063673,0.3045413366199584,0.18634815462672072 -2003-09-27,0.046570023951681916,21.42689737454966,11.839203334176824,1.4629806075893663,7.744003819126901,127.92021157689683,0.0,0.005993306553930322,22.39948842226272,0.2614813796783902,0.12221645975954261 -2003-09-28,0.7051648418373786,22.29807217526979,12.235304901063365,1.4793048132928457,8.084254228555187,131.53371197393577,0.0,0.07872768722382006,19.310814607815235,0.23317260509905555,0.09154462453884524 -2003-09-29,2.246860928703605,22.37871994673039,12.592475264312947,1.3627884521656817,8.026867809179826,215.43482955803185,0.0,0.23151507896950507,17.121553659448196,0.22562891301511034,0.09484283887881582 -2003-09-30,5.054106992779639,21.19610143478395,12.781608729870644,1.2073209312445854,7.342590831801805,433.36468230850596,0.0,0.5477871880516982,16.592989522141814,0.2521740142625158,0.14514692223360237 -2003-10-01,3.5558654319535075,20.96565472411887,11.90864329604053,1.1963687951681026,7.501365718852809,399.5402545192256,0.0,0.41672330269131397,18.786229730127133,0.26027027782563805,0.15793610347765594 -2003-10-02,0.6710269790983641,20.655823914856523,11.242615991911409,1.0107858146242457,7.542898903697933,178.41483208593615,0.0,0.07488065178583225,19.31918119849233,0.23287238723269985,0.11421066579912505 -2003-10-03,0.12180338597041615,20.644012199445605,10.571400255646372,1.1711952032278747,7.728214288764419,88.48645978299953,0.0,0.011895210596676725,17.291557907132557,0.20285386615514073,0.07615699707296794 -2003-10-04,0.4381339030549553,18.96580436994448,9.473789688416383,0.5546857928395638,7.194740955957014,75.09185180485167,0.0,0.03729455672152099,15.024635407940075,0.18013079056958234,0.05525327292189175 -2003-10-05,0.25445681682509963,17.186547157414235,8.429893525164077,0.7407345942697721,6.609683001113294,50.785801682358475,0.0,0.019247046603061257,13.498650543887209,0.16021438668892823,0.03889793094660281 -2003-10-06,0.015286430589601243,18.283137940240746,7.954610753747616,0.8022437018125705,7.255585799755895,27.27978217824251,0.0,0.0010267380463935515,12.155559349587794,0.1417821108360532,0.025477060878853437 -2003-10-07,0.1423364932566186,18.937056778501297,8.546999685257836,1.1903963525487036,7.428212546706985,22.205602876178716,0.0,0.008365057677237303,10.626679990258792,0.12545174889553248,0.017858072817039366 -2003-10-08,0.8623352795534815,20.59524896797375,9.572637316734486,1.594181586649328,7.981194965496166,42.376345433742934,0.0,0.046315314098303695,9.37578315384162,0.1192671461535113,0.018676956853272232 -2003-10-09,6.578552752774018,20.877701371632646,10.896951748736,1.7607566558916483,7.784769842522966,302.4599604028368,0.0,0.44022393201513577,8.8174414579091,0.17935290587327538,0.07918841808831764 -2003-10-10,7.3209647982818415,20.00728724146576,11.885280392762375,1.7302921796905282,7.038999078201699,533.0938767092713,0.0,0.6977436636583336,13.281469933937107,0.24000441197386066,0.15778971874639786 -2003-10-11,6.41638589287698,20.965003319028632,11.372300788816492,2.01012265340668,7.704729330514383,653.3093553664731,0.0,0.7778647921437907,18.000176433416705,0.2844364153903127,0.22115509663979607 -2003-10-12,5.017392266974023,21.797127817790603,10.793140338911138,1.6658372849114351,8.287641156173954,636.6951102480836,0.0,0.6802366472357511,21.000370796954417,0.30308931959717156,0.2475376521713529 -2003-10-13,18.366828561872996,22.153685196137317,10.485812043120346,1.03403385782666,8.545148138186041,2450.5134238882674,0.0,3.4385345665413176,22.083957587551645,0.47122426401820844,0.6847030618676443 -2003-10-14,15.335082061893866,19.983116113104067,10.364005054896642,1.015383906063671,7.502484684105212,3253.541757774924,0.0,3.987913619481178,33.7679995022517,0.572017645976447,1.0529282734881351 -2003-10-15,0.10811721319286932,18.983544472601206,9.818367785510377,1.2244797818662383,7.155899580632039,950.7305370107504,0.0,0.02820529192067739,41.61082070330997,0.48599737326996306,0.6897014907782637 -2003-10-16,0.0005748829171551932,20.204291817686784,9.122472702039753,1.2456161823438223,7.937374704063156,469.53467187106963,0.0,0.00012550982674359545,35.88176467619236,0.4180049551455585,0.44898236525183766 -2003-10-17,0.0,20.721606408107053,9.230443674545947,1.425848263987663,8.165214770653574,293.60605844376363,0.0,0.0,30.478044851306382,0.35504858176841825,0.2922664176077795 -2003-10-18,0.030917397078758745,20.064859338410216,9.734215624462918,1.3926713567038185,7.728327804514155,193.3720458304355,0.0,0.0046568028029118184,25.861716662797313,0.3016316514414997,0.19096076836184325 -2003-10-19,0.009515749352402526,18.167736127642367,8.783467961887439,0.8406134036287003,7.049138885149995,125.37391511352641,0.0,0.00121404696840678,22.240076507712505,0.25919268162825976,0.12449134163327207 -2003-10-20,0.029446533279608576,17.938261282317935,8.6508554602234,0.7407173013482892,6.976068271935079,83.25019909865699,0.0,0.003246376991698628,19.419784003514437,0.22657036408553452,0.08153232116529996 -2003-10-21,0.15604750371784828,17.051732740893808,8.2457323075822,0.7674680340490407,6.655574175663247,63.07082119219831,0.0,0.01500495487188172,17.023519435207767,0.20013032026231498,0.05535843510410688 -2003-10-22,0.014017860104861541,17.310839072348262,7.52100843280266,0.7892936179523977,6.96782270987738,37.695732267329674,0.0,0.0011859929609987895,15.149304954314607,0.17664244167963977,0.03621632435508442 -2003-10-23,0.007050122688757123,16.847757674635282,6.963397865928483,0.8098304498899432,6.887019699645197,24.05174302802113,0.0,0.0005200184862903211,13.29929319436656,0.15500988814384722,0.023654305484587263 -2003-10-24,0.0,17.34113991519813,6.829266140416427,0.9084153218827214,7.149232580129551,15.437686326158431,0.0,0.0,11.698260626437978,0.13627681384542956,0.015397841118108532 -2003-10-25,0.4249914587117813,17.321314867135293,7.6524474016035695,0.4851757139359483,6.952615332955766,25.950685817552717,0.0,0.024377205885501352,10.237651571701866,0.12421257020655005,0.01373506058525456 -2003-10-26,0.8390439842586139,17.203438854263972,8.25973733403191,0.8645152973496905,6.744583121369608,39.74398448784357,0.0,0.04498875601920238,9.371529553520677,0.11894626677390985,0.01579108160742158 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-2003-11-20,0.09282109953587296,13.692452164067047,-1.3681455876830346,0.8725840204881588,6.953963955227195,1.2295862115373133,0.0,0.001037184273600819,2.0473911927891906,0.024932023782384405,0.0007021438176604658 -2003-11-21,0.02644860570134224,13.494613082174304,-1.706825221704654,0.7405729840145286,6.911019245443192,0.6928312746249932,0.0,0.00026799692990955165,1.8866547454721498,0.02228635842372422,0.0004978691161839886 -2003-11-22,1.0539368530048878,13.58523103963578,-0.9668483603950836,1.0016418961324451,6.883083064724539,8.486883064089884,0.0,0.012464648752239738,1.6879742464338179,0.03194140739474203,0.0022220163052035493 -2003-11-23,0.3272919089844569,13.442589682448627,0.3306836171198138,1.0027760917863189,6.692737981959951,5.123452024708288,0.0,0.004519809487421367,2.419906885419871,0.032003005460087997,0.002134635944667863 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-2003-11-28,1.2612667993600173,11.486557555472453,-1.8430455705998712,0.7795199841085293,6.195082721906553,14.375750804441923,0.0,0.01998945874375302,2.3303339625258466,0.04183971652405019,0.004157169698135481 -2003-11-29,2.5374970068632776,10.78119436964684,-2.4683139262206657,0.9652532877144224,5.996857996852841,43.83787943922841,0.0,0.06116598770438708,3.2111333088462852,0.06696765001368286,0.012019547308018137 -2003-11-30,0.37111657200291936,11.993336576106644,-2.053048464213494,1.1949700019268923,6.405544361520942,18.44703996847843,0.0,0.010692354694107453,5.155864163328506,0.06438558251077184,0.00945222933709854 -2003-12-01,0.3367990513227998,12.185950030083545,-2.0319118145071617,1.0303402852135213,6.476894095580963,13.084652668470236,0.0,0.00923367502315603,4.918647532020458,0.06122239353210096,0.00755892047327453 -2003-12-02,0.11987778474787975,11.999804002063735,-1.416311715222184,0.9955905790879462,6.352706436372848,7.516147038222409,0.0,0.0030528542665945735,4.670975227325983,0.055810193065086666,0.0053853441201645365 -2003-12-03,0.9736589061167902,11.532004427990596,-1.6059699374675576,1.3715994344042572,6.198936140527976,20.01302084037624,0.0,0.024928919661046267,4.268870009835398,0.06107191145527054,0.007301402199641418 -2003-12-04,0.04155026770974917,11.043194238896604,-1.4231741187602858,1.1245295016772412,5.999629766750014,6.902716456824811,0.0,0.0010523093308624706,4.684494543600937,0.05505522141647245,0.004913099307252798 -2003-12-05,0.003779375719066281,10.9468871884399,-2.1562300890046275,0.8509675901567342,6.03989275664675,3.428147758881748,0.0,8.615426917657574e-5,4.239783121960475,0.04943462921579719,0.003211314993576913 -2003-12-06,0.031373346654530884,10.358223182032841,-2.115809957973515,0.7814224406614144,5.8219817808221475,2.527554557925244,0.0,0.0006432342087145243,3.8045577121229814,0.04468599901420533,0.0021883570396674093 -2003-12-07,1.200653756752604,9.886549743230796,-2.9284598656067287,1.048642867832651,5.729715930925996,18.54304311725495,0.0,0.02614622597473737,3.453793343192226,0.05422115656742023,0.005405666737924925 -2003-12-08,0.8588628191288947,9.650683865251725,-3.1349630226778182,0.6361254122227387,5.665151720165834,19.006995443805497,0.0,0.021383354951500344,4.197153176313193,0.058899162244103256,0.006774766663658233 -2003-12-09,1.1699903521147241,10.033483393537775,-0.8874653149443437,0.6301082238821702,5.564176005618243,26.984023334399595,0.0,0.0324782329556601,4.564348835485286,0.06680116804963555,0.009355345446272157 -2003-12-10,0.6122430543780377,9.715612088236384,-2.0167077694460134,0.6352047003556254,5.5820188115864005,19.93041301391028,0.0,0.018145399752751645,5.185663587807276,0.06754168584555227,0.008852795355186559 -2003-12-11,0.3069793135954678,9.638051198813613,-3.8403926716817085,0.597510333202568,5.721633744249128,12.803567017916544,0.0,0.008934376490860596,5.241279620655905,0.06463345911788268,0.007123144501424651 -2003-12-12,0.002793296112194925,10.027885034732863,-3.976997707313709,0.56200411966593,5.86929739798975,5.295174592837156,0.0,7.531026070595626e-5,5.002654523927453,0.05831007724712114,0.004648299382372535 -2003-12-13,0.0,10.244242734302976,-4.331296078431081,0.6808923748155643,5.969135542143041,3.075972124097417,0.0,2.6645352591003757e-15,4.501248771157361,0.05243649978806809,0.0030258244278539544 -2003-12-14,0.0,11.036518037295213,-3.2829440554094935,0.7732855178318376,6.18006407346449,1.972911572195351,0.0,8.43769498715119e-15,4.040732072822137,0.04707179212974243,0.0019696694887861 -2003-12-15,0.005292930904273543,11.47946335226886,-3.1590514415836366,0.7049950645198697,6.331468520852947,1.3494037916981252,0.0,0.0001026447876846491,3.613240699135073,0.042153466198200956,0.0012977914480107118 -2003-12-16,0.12923387497996422,11.720723325874822,-1.677685172572919,0.9103944780273471,6.2960932553508915,2.3394409025311744,0.0,0.002278864690660437,3.2267568988415087,0.03909501972604839,0.0011917920508450592 -2003-12-17,0.015762711318179308,12.806932699258018,-1.096182971330705,1.313908192105201,6.649086343161136,1.073931260324878,0.0,0.00025334385865006387,2.994904244146239,0.03507223110700507,0.0008143759559539046 -2003-12-18,0.09995998120501416,12.434353749479277,-1.561543452330491,0.6879859832927179,6.554160089427799,1.5044454083119867,0.0,0.0014533417629602058,2.668884598590743,0.03225516420064977,0.0007514132250084826 -2003-12-19,0.18524893594002034,7.7578845829586385,-1.1542815290787922,0.7465121306739587,4.750355703588846,2.225678204617295,0.0,0.0025265212593011954,2.459182674362206,0.030805837362665858,0.0008738348786060784 -2003-12-20,0.008040996192377727,8.513011197582893,-1.706210427441834,0.782246367422922,5.112015389581087,0.7902891115660354,0.0,0.00010456903494391462,2.430095979836133,0.028402644582989318,0.0005847476160819586 -2003-12-21,0.23728769410879386,9.319707062382102,-3.1429328542115296,0.8372960346979116,5.562191666954433,2.3392714582552503,0.0,0.0029710199383599645,2.2255967253308,0.028690935538933714,0.0008330248908597594 -2003-12-22,0.036354694877228234,9.847026701821813,-3.9974247811690793,0.7527680961070484,5.817254380324346,1.0007828749574672,0.0,0.0004362552731976069,2.229277562341872,0.026393081434813306,0.0006086863618404311 -2003-12-23,0.006337070014638716,10.959218177459277,-3.780563512529184,0.9738906931805592,6.195576677694438,0.48005510558663705,0.0,6.912068171730824e-5,2.0409968736428823,0.02385005392072544,0.0004067508581972724 -2003-12-24,0.047493895207176916,11.278077087985206,-2.8305405735664113,1.2386558186596277,6.241912617331917,0.5785023999770819,0.0,0.0004698106915335884,1.8312654477650256,0.02188627398708792,0.0003363113096061599 -2003-12-25,0.30883772802964443,11.180849317325654,-5.174420051545467,0.952096805977066,6.348678212740061,2.219112017912611,0.0,0.0030194342010166353,1.6790818257395952,0.02315791651593499,0.0006786763185546005 -2003-12-26,0.4129261572288567,10.88788069936464,-4.575570534233745,0.8543380639690052,6.219055908691346,3.467556464851399,0.0,0.0043605002742355126,1.7729712982689954,0.025464224993829963,0.0011057369691864858 -2003-12-27,0.2471007329768522,10.159896459714194,-2.202894801332393,1.1823062240049722,5.779322706777217,2.7761832131826476,0.0,0.002739887232329652,1.9542531199937296,0.025644281556798976,0.0011369711042585448 -2003-12-28,0.8560497266240209,9.93054759587819,-1.2436336579940697,1.2588056118555837,5.586894142752636,8.127491786690168,0.0,0.011034107904103307,1.984548427093808,0.03309104474292658,0.0024202206844097275 -2003-12-29,0.42015618090011936,8.737489476066617,-4.385074358366587,1.4318065615069802,5.462122382964223,6.309855080156777,0.0,0.006246981563773402,2.5697133151037654,0.0348299547890236,0.0025266451437347807 -2003-12-30,0.008937416948869077,9.228491622283359,-5.384658099194857,0.7031883423467036,5.69085273914882,2.1420851087679447,0.0,0.00012977974081607863,2.7110080845316715,0.03168552305436553,0.0016644881190002877 -2003-12-31,0.013264907432595152,9.964736543243102,-4.888052220936874,1.0969389396708324,5.916822270347001,1.2362320292856797,0.0,0.00017452774185714413,2.4558232259449047,0.028763204604948165,0.0011100779614905145 -2004-01-01,0.020512545004013283,10.33387499922615,-4.220390545948981,1.0213637964319218,6.00646075687346,0.8948536799508048,0.0,0.0002442490569138367,2.2199674506586713,0.026100074621632146,0.000759799106426177 -2004-01-02,0.15527306561190088,10.103439919045822,-3.476189587595861,1.2618226190934652,5.873368179730616,1.6403619211385745,0.0,0.001730828037570159,2.011132043206869,0.025237152355886465,0.0007581376456392376 -2004-01-03,0.007728255060601502,10.645324545499179,-3.4069833277308903,1.232786521213135,6.061160084612606,0.647657853430576,0.0,8.05306017697292e-5,1.949590459981543,0.022801437468673743,0.000505773948624519 -2004-01-04,0.035665493968383546,11.011285492699416,-4.0725252672899375,1.1354637110141566,6.23568039849579,0.5619632964627544,0.0,0.00033713710484568893,1.7552737739890796,0.020863229587852358,0.0003805691738541265 -2004-01-05,0.0014887353100827142,11.19507661002903,-5.358775327911834,0.8716940575142096,6.363024322368525,0.2764485204311021,0.0,1.2704187128023464e-5,1.6008260558135912,0.01866588217553053,0.0002496670455946494 -2004-01-06,0.0195914904795063,11.482401216277738,-5.140042722718179,0.978646059927636,6.453841991080731,0.2628710731486623,0.0,0.00015009689291493877,1.4288322850344246,0.016873156063809527,0.00018537598163015386 -2004-01-07,0.01924466043646977,11.747765143095856,-4.5068580793698985,0.9781487211070076,6.518467728980247,0.2164650666314934,0.0,0.00013307490195612823,1.2894249659683106,0.015245114872862559,0.00014093367108315645 -2004-01-08,0.3379831949249275,10.672175137070663,-3.799910883128351,1.0078185397779718,6.097406600736036,1.6665280386876058,0.0,0.002397824868863696,1.1636230571821442,0.01749269589917129,0.0004568454548882926 -2004-01-09,1.1908072973628825,8.15229805696947,-4.437270913256841,1.0655330883132539,5.263920937231842,8.493677039181607,0.0,0.012333009142498463,1.3458492674774052,0.029550331071892488,0.0021752677545420797 -2004-01-10,0.015431746957472669,9.673929106751137,-5.166524244427451,0.6232778785626751,5.829886261492851,2.266799904821067,0.0,0.00019092221397525207,2.308904749003921,0.02707694605969106,0.0014450677981577545 -2004-01-11,0.0015511651108092446,10.888216988017778,-4.779125804562465,0.5876081391827306,6.2287708147288,1.0189691681621764,0.0,1.7335395044033126e-5,2.0933469725926215,0.024404144569300432,0.000943310788402136 -2004-01-12,1.24493285235322,10.25540938675692,-4.207296464177201,0.8980913751251738,5.975187143486081,11.464303515843415,0.0,0.016601217220139297,1.8726001813839648,0.036317148545607504,0.0031418315560367053 -2004-01-13,0.2065608872256829,9.653188020814476,-3.343794169921951,1.1978884505125142,5.699240146894406,5.1041400618386605,0.0,0.0032081786204557483,2.7993737371311482,0.035017102654494266,0.0025336772656743547 -2004-01-14,0.4761782283600168,9.584877805074196,-2.6707003064701094,1.6191166102525552,5.613495458268161,6.823136441711612,0.0,0.007521470193860513,2.7134019701986025,0.03715644922303234,0.002794559767387876 -2004-01-15,0.010553493918709387,9.397781894917117,-5.9416510346096665,1.3071898847300845,5.768600002926944,2.381075323885177,0.0,0.00016313022168965366,2.883700483912681,0.0337160987563345,0.0018439660504044602 -2004-01-16,0.008642143855507834,10.685251818039363,-5.675526714309484,1.049399593749414,6.193668485649529,1.3235415492600113,0.0,0.00012074239923560819,2.6092444985307384,0.03049660646358301,0.0012187200463970788 -2004-01-17,0.04424809947883983,10.470876865972064,-4.278404549848095,1.3407172016429991,6.051099712777994,1.1681938754098626,0.0,0.0005585845807249273,2.3413013567762677,0.027790035591652884,0.0008783822246415679 -2004-01-18,0.012395396355117893,10.687799776997755,-4.117835534925436,1.3443637597396438,6.116429984515336,0.6976352051072456,0.0,0.00014195960763275714,2.1394497204558975,0.025067538309508707,0.000593400991681501 -2004-01-19,0.03305284000121322,10.62748250296858,-4.324243149249856,1.636114465472328,6.106614645524549,0.6209657132877693,0.0,0.00034276299362156343,1.927588822198796,0.022840147552652134,0.00043846688508951095 -2004-01-20,0.06309485094221086,10.854850133594393,-4.378286231294053,1.3749778134105497,6.188192106687225,0.6990677193775968,0.0,0.0006015544871107031,1.7567351146650345,0.021199786649727527,0.0003770168915624197 -2004-01-21,0.004700467785279102,11.244430952101824,-3.7315555164833,1.1482013420975177,6.285658491546105,0.3085729263606442,0.0,4.083891572847706e-5,1.628106844248856,0.01902109939358443,0.0002516386048384351 -2004-01-22,0.024180777343526045,11.038410240407725,-2.4940479832309235,1.599703819014833,6.116775344507345,0.292660234818436,0.0,0.00018934817431511333,1.4581589194468125,0.017268253577685706,0.00019263596147947286 -2004-01-23,0.03421969694592725,11.645497314783954,-2.315411569070086,1.1155507446813644,6.322102995480397,0.29683428059710876,0.0,0.0002450708463695439,1.328100178267921,0.01587010393774891,0.00016271261377776033 -2004-01-24,0.6516026260720553,9.485787646944232,-0.9634640296435608,1.0562545234039171,5.369980217155377,3.617103160289337,0.0,0.005351830122371171,1.2158548440798667,0.021754614822737172,0.0009208134617770352 -2004-01-25,0.9822839226678328,8.950146832384752,-1.1537823594665801,1.4620194564417053,5.192424483641233,8.406313020270003,0.0,0.011473879393704589,1.6966981836761674,0.031208327242803344,0.002346473924515916 -2004-01-26,0.6061813662037381,9.13734976844186,-4.116427901040499,0.8829372471583,5.565280491171184,8.029799491223292,0.0,0.008898301666963482,2.4416316509103115,0.03550495756867042,0.002882342122300448 -2004-01-27,2.274537154648881,7.970964994910733,-4.720290655867135,1.1607227853470703,5.207267057130592,33.527635578680915,0.0,0.047580866715892345,2.7581405798680367,0.058627287309774345,0.009121159112136084 -2004-01-28,0.03362672678195512,8.43487579519746,-5.702478093118062,1.4636572208467826,5.421212546373388,9.283988559793803,0.0,0.0008322241308788142,4.5828128921998905,0.053778395154136224,0.0060641643057375814 -2004-01-29,0.0036442572168136414,10.50308797954787,-6.8418788353427935,1.0474495608727807,6.148654064824784,4.2650903128035145,0.0,8.203095713991276e-5,4.187313495519914,0.04882181956290259,0.0039599763723650915 -2004-01-30,0.015199428457551569,11.30772355907992,-5.067240851302646,1.494737770244689,6.364960361448042,2.8002730446338298,0.0,0.00030642579183343295,3.749656314266825,0.04385801971676275,0.0026244163530968158 -2004-01-31,0.018773186637605764,12.427417208765107,-4.259894089516521,1.7489122892689386,6.719378811851112,1.948650577349454,0.0,0.00033845676102741556,3.354932859738938,0.03930139065394107,0.0017599067401212793 -2004-02-01,0.01541795120050256,12.673104248915806,-3.4182607911490113,1.7728490249509812,6.760220999833592,1.328100559764686,0.0,0.00024707292817534483,2.98631837852262,0.03496819536523683,0.0011832370754782876 -2004-02-02,0.054591225986569285,12.632183265411305,-2.8712699569805102,1.7838583225829059,6.708389767629354,1.2976861178964127,0.0,0.0007830294759116826,2.6552851320867283,0.031568224352831166,0.0008894595292470434 -2004-02-03,0.005168722661831078,11.777571984130963,-2.7318353598791845,1.802473546515628,6.385433093366173,0.6689516880075077,0.0,6.633151414001288e-5,2.399728661556665,0.02801542584936373,0.000589096301872623 -2004-02-04,0.025866524089599982,11.426428738293245,-5.102179891611255,1.4602836363652631,6.3977659349165625,0.5853651032934701,0.0,0.0002976818701455469,2.14309122278085,0.02526688886045684,0.0004288004673202572 -2004-02-05,1.0772398895722872,11.575955348734153,-5.274830538365137,1.0843062691224616,6.454107923306596,9.589817140441033,0.0,0.014225560863035946,1.9325176862982496,0.035061637450598565,0.0024451807435085194 -2004-02-06,1.87754650415335,8.995370589485699,-1.8128995310719973,1.0926368212515312,5.27589562283766,26.21665315062604,0.0,0.036430756773324635,2.678089530084954,0.053070074570091115,0.007138818643915745 -2004-02-07,1.226036009660528,6.680271153630921,-2.980601307231078,1.1771457531165228,4.580336162294945,27.334343740008734,0.0,0.03139758254691216,4.143565054841142,0.06255221592837146,0.009427781186001686 -2004-02-08,0.006653776359419144,8.628029516931946,-4.479473078467952,0.7420630691754296,5.394186711415912,8.241173700961896,0.0,0.00017743401528195687,4.946964670825139,0.05770630015394066,0.006164059396397028 -2004-02-09,0.07243890601025951,10.07110609296962,-3.556410005840916,0.7634895603719198,5.825421996866815,5.32755172775158,0.0,0.001765736860173367,4.495041159712746,0.05320804951571442,0.004281372478119375 -2004-02-10,0.10289146650161414,11.430451324966887,-2.392319563195168,1.0855493481529794,6.216215840929889,4.403162213060748,0.0,0.00230128825051186,4.111346415511747,0.049093017302894754,0.0031373773913837525 -2004-02-11,0.0009198156612115496,13.369914954500198,-2.3638150077781277,0.9489962430851616,6.921731636008165,2.1964131304102907,0.0,1.858773715254921e-5,3.765588709459144,0.043877273512356506,0.0020451154826280123 -2004-02-12,0.22768900964072145,12.191254818241232,-3.6124322200304784,0.5567810616513825,6.573242492329842,4.0812768629900695,0.0,0.0041914545395479175,3.320574484618531,0.04133486670564436,0.0019694849319708595 -2004-02-13,0.8747116749014716,8.526454088368263,-5.067101521336936,0.4685059864997477,5.387715109540718,12.517807435209376,0.0,0.016826374494256058,3.1495111451678355,0.04687947051578899,0.0038441062145051046 -2004-02-14,0.08755423095304299,11.235578091706207,-4.9555536838998115,0.9505929536823052,6.302051712244828,4.6313560428126905,0.0,0.0017363783354029105,3.653022343963341,0.04357518385446249,0.002766721725403071 -2004-02-15,0.024821746938845927,12.0871278290075,-2.3925853251421363,1.1200244810788773,6.442914564319608,2.269299959511377,0.0,0.0004455459324155843,3.3373426678066553,0.03916693846181762,0.001868846757491984 -2004-02-16,0.1870372456040248,12.108602283219366,-2.7659146685128952,1.0741182852357258,6.476700762069817,3.273467685072384,0.0,0.0030897776114149345,2.9919806983925707,0.0370334061104961,0.0016869956893651988 -2004-02-17,0.7401508717527719,12.416329282675585,-3.339518520421306,0.8580648796691359,6.623538527083446,9.560526106374924,0.0,0.012675612912400935,2.8273253884926515,0.041558682417856825,0.003028204225313575 -2004-02-18,0.04273793717450385,13.737358200501909,-2.8681016514107998,1.088857277346671,7.069500483945873,3.196609756736795,0.0,0.0007289803313106843,3.163481271706221,0.037350282424791686,0.0020822166496105277 -2004-02-19,0.06404963021911711,12.97446804795398,-0.968726948993514,1.7763233160257608,6.6335423641465505,2.0935348308230055,0.0,0.0009769390608491413,2.8190606237028653,0.03358628191969169,0.001504178578863331 -2004-02-20,0.19881162963313664,11.785029489980744,-2.26291264089699,1.4277716459258172,6.3081981101218245,2.8870759479542163,0.0,0.00282325333634309,2.556675531142202,0.03209955931515191,0.001409031586290177 -2004-02-21,0.011378672260857672,13.255970139428479,-3.5496105777661984,1.1349218661521179,6.924636413332732,1.1836411748391573,0.0,0.00014984014803456555,2.4588843033048904,0.028776890720798913,0.0009400287142886496 -2004-02-22,0.4007271275547051,13.506427538844676,-1.643461427859675,1.1983501505561387,6.88445107189932,3.9601522174116663,0.0,0.005092363974342318,2.1786036162248674,0.030047456356156757,0.0013873021552714012 -2004-02-23,0.254019108386268,13.459589208294087,-0.9481694683331032,1.6143174362903498,6.802240293731838,3.330525085109507,0.0,0.0032615232432818275,2.2764795204361303,0.029478595287643895,0.0013996835955332261 -2004-02-24,0.22162851887438065,14.491376728882306,-1.452232319472091,1.5508392718252009,7.230660251676006,2.9386830085600364,0.0,0.0027791690435651495,2.2369610970800227,0.02864090398691552,0.0013342977785821728 -2004-02-25,0.06117344174056761,15.95523012955016,-1.4337632804713152,1.5056322748614006,7.777681568198442,1.512179600499459,0.0,0.0007138930820664927,2.1554991446747365,0.025822734427072377,0.0009772659098128862 -2004-02-26,0.001065243142051444,17.071273096858597,-0.32003312578655296,1.2825615597018414,8.120262833639067,0.6981635405074659,0.0,1.0928591830574458e-5,1.9229194321666638,0.02241311848070366,0.0006378182153426433 -2004-02-27,0.03522671988583027,16.4700532621584,0.7808437251080843,1.7823540605721298,7.782429913084229,0.6253773179234269,0.0,0.0003145778035842442,1.6579809896730227,0.01972472311958208,0.0004630887985257635 -2004-02-28,0.09829252984783124,16.121592915452627,1.34228453646042,2.0901344038059206,7.580034875301676,0.8392445696418488,0.0,0.0007948619040996363,1.46896543159585,0.018257493851413835,0.0004224785099097964 -2004-02-29,0.028153786396002325,15.544549809072814,0.9329763691864301,1.9719644905250255,7.393063728676289,0.45760128958909346,0.0,0.000206750084837639,1.3651510848235269,0.016231058157141553,0.00030649440815756307 -2004-03-01,0.0,16.424776422287387,0.6196280527879549,2.2988687100603973,7.768823113655979,0.2151544953278018,0.0,2.886579864025407e-15,1.2181320328866485,0.01419041322345671,0.0001995134544738297 -2004-03-02,0.0007190067862136353,16.374016457714216,-1.0961274297163506,1.5937575717122228,7.889634984634546,0.1336757563523371,0.0,4.044740396077703e-6,1.0572687857193406,0.012324841278042009,0.00013048975320758706 -2004-03-03,0.005156392904672139,16.101752197890214,-0.6018543963826851,1.3300686181837225,7.7442331124408925,0.10170346031635247,0.0,2.5186419224402547e-5,0.9161540797880798,0.010732643064665997,8.87777007208395e-5 -2004-03-04,0.009864042351620113,16.422253518620124,0.4655752896191332,1.5300227006854832,7.770602096951036,0.08684280930892337,0.0,4.2203558864114046e-5,0.8001138086145337,0.009435693419718737,6.421622591955042e-5 -2004-03-05,0.06633937236343693,16.467444418853162,0.6312286430100895,1.2629105863713177,7.768187918371706,0.2139004281230482,0.0,0.0002595268041689913,0.7030918426604664,0.008963352570526786,8.131853478590593e-5 -2004-03-06,0.5131726047003906,16.880738256281735,2.256301292012515,1.190104322576126,7.749662179024072,1.71610137665133,0.0,0.002522632365185684,0.6679369271167543,0.013759126158870493,0.000437042588142641 -2004-03-07,0.8364462712214101,12.360295147607724,2.0541338298973417,0.8190845186903774,5.941161104491627,4.633760773463613,0.0,0.006432084350836864,1.0255334046341407,0.02169080222892959,0.001263874046254148 -2004-03-08,0.0,11.894713513700015,-1.5660819485771436,0.6591035966399649,6.231753306856093,1.2071477302447642,0.0,0.0,1.673623431749432,0.019496579546228965,0.0008227226020312763 -2004-03-09,0.0,16.687519302882286,-1.14704755964013,1.2896280457969658,7.9826941597327625,0.5650769620705289,0.0,0.0,1.4961261433137034,0.017428856343041144,0.0005355537459600654 -2004-03-10,0.003485093162062026,19.253408957544092,1.0577356653787982,1.8031812554774316,8.810414671738885,0.3662046433600357,0.0,2.4018561776807147e-5,1.292983027228118,0.015102975591059612,0.000352277498446111 -2004-03-11,0.020944784221988547,17.030274165272008,2.766562434050023,1.5880879020669498,7.724563936222069,0.3118136378564374,0.0,0.00012398711227802617,1.1022818952860631,0.013084830129669215,0.0002481949639283729 -2004-03-12,0.002468736236966209,18.079639991688214,2.577198838388855,1.4229321420461387,8.173450029188169,0.17724638152434563,0.0,1.2825826962838648e-5,0.9757738628357364,0.011395863780656098,0.0001635161779826631 -2004-03-13,0.0,18.38167365534756,1.8166411421353088,1.1113260892743753,8.375353363186715,0.10774747211817921,0.0,3.552713678800501e-15,0.8424088552343733,0.009813492656084888,0.00010644134660688945 -2004-03-14,0.11786523358145475,18.84388131652586,1.891800985450292,0.859382333959915,8.549396779650355,0.38916038333591363,0.0,0.0004895168457083182,0.7225853899845982,0.009790680583328805,0.0001438244851962394 -2004-03-15,2.5837219228309785,18.1288258296358,2.5477089626327274,1.3715111253521477,8.183145425682053,18.24100014740085,0.0,0.02773652563560436,0.7184228614946003,0.03846775041472263,0.004316918754555986 -2004-03-16,0.8290862716363011,17.820662570557264,3.3461066342055954,1.373334830028121,7.95137862751044,13.86562915360025,0.0,0.014457824505929806,2.8405609878366875,0.04274890536524691,0.005011528577756734 -2004-03-17,0.4965684991628977,18.466749354024405,2.6759285984838885,1.0840183032622417,8.296762936579485,10.169680831885886,0.0,0.009099936832617339,3.1707602662176213,0.042721896479231226,0.004647869376680309 -2004-03-18,0.00024551039525863507,19.32509155187949,3.253177519117996,1.4992004302987996,8.577108608963691,3.6287515338866236,0.0,4.137728346258933e-6,3.147134447330608,0.03666484499674246,0.00302617454462477 -2004-03-19,0.0015001087804668194,19.42443398557026,4.7751794625995725,1.886029087583431,8.412039151273754,2.0295778410672285,0.0,2.1554157998332968e-5,2.68644668349049,0.03131275976266785,0.001973179337317855 -2004-03-20,0.002588475741583947,17.759807915264197,4.417098698166937,1.7253621936312773,7.752100150266851,1.3094031494888403,0.0,3.184309611704156e-5,2.3022847210041495,0.026850211805024515,0.001289295590960898 -2004-03-21,0.0030003600839153786,19.61132724522885,4.832791659912234,1.5010312853479748,8.473763989026653,0.8623145397926103,0.0,3.2044517647957654e-5,2.0003715804303592,0.023337926356642554,0.0008441500840222417 -2004-03-22,0.0011543129033168838,19.50094033256102,5.646466730997346,1.7271667476824617,8.295819803731217,0.5584108508175891,0.0,1.0551055444423928e-5,1.7142900579604126,0.01998376516437462,0.0005511085837046813 -2004-03-23,0.15253292001859606,20.886100924639052,6.370695359611515,2.286784952466479,8.781103080715438,1.1820542420525404,0.0,0.0012591485448045503,1.473267190316293,0.018939470239299098,0.0005504697529970203 -2004-03-24,0.01348051861770708,21.724459664076754,7.169293107773192,2.5270032017665134,9.016823970614912,0.4965769772094531,0.0,9.974702506379898e-5,1.382911651833965,0.016267023102373924,0.0003735178952324821 -2004-03-25,0.08053058381606748,21.762285788159094,6.5242183475505495,2.2210224927757234,9.13368477734598,0.5968364292708084,0.0,0.0005239444747617839,1.18229284460715,0.014711037714952925,0.0003229208808699277 -2004-03-26,0.04733762023207863,21.738660301236656,6.020842682982002,2.157203702996101,9.194412770670843,0.4207757696377998,0.0,0.0002745821591375319,1.066755204120195,0.01297842690285599,0.0002520155062436776 -2004-03-27,0.0017378043905745555,20.751961959572714,5.6973797749607735,1.9107525208745852,8.807070098939075,0.18805014765553918,0.0,8.693694545898164e-6,0.9400262551986657,0.010970913500158318,0.0001653739932607514 -2004-03-28,0.03543593519641236,19.53573824186876,5.640610745129262,1.2936699653847474,8.282650350946017,0.2102507011735027,0.0,0.00015417140079471148,0.8008738609781854,0.00974244274852488,0.00013112557035087208 -2004-03-29,0.5022523786656745,18.671603484748847,5.586589220348859,1.2930704461429698,7.91147547701378,1.7864928318307087,0.0,0.0025902162022569675,0.718671763148691,0.01422293940155525,0.0004797552649620493 -2004-03-30,3.6401258596292365,17.769537181411582,4.8225172046962514,1.236506713755028,7.646075755674876,37.11002730495359,0.0,0.056098904895931945,1.0567318398125558,0.05471521132968623,0.008854185137861714 -2004-03-31,6.7304998126617175,16.590927593477318,2.1812832425280084,0.7503466441534001,7.532459231361492,187.2033510888253,0.0,0.27274920764512967,4.081254687102074,0.12594961784121497,0.04729375451423968 -2004-04-01,6.107459364070488,15.653816451874556,2.009776377890993,0.5475710456032672,7.175932091526813,321.62947088246557,0.0,0.42062128599399173,9.393278791539146,0.18057310189557355,0.09483181593323303 -2004-04-02,0.2844960266703153,16.55829686100382,3.0165380214491737,0.7067153901515792,7.401133923745817,101.47893407015346,0.0,0.02160715244267547,13.536689273961093,0.16100744858433247,0.06502106323494086 -2004-04-03,0.6541446157188107,17.227932238838118,3.509434596227538,0.5706828277080667,7.601739908998735,74.70665122091364,0.0,0.0446464727947431,12.024201651230273,0.14769414781067386,0.04912374121283387 -2004-04-04,1.7414975726549249,16.13585727748342,4.330447142415967,0.8633523430278808,7.013736134541327,109.23315746846083,0.0,0.11395887351911482,10.991024348218353,0.14832525748932956,0.049329168699789386 -2004-04-05,1.8143531861875992,17.47913466789387,3.9160859746503527,1.238041757465596,7.637797877295333,117.94930242384468,0.0,0.12095680700722511,11.16819831985705,0.1512379328281952,0.05052843109141215 -2004-04-06,5.158609292380993,17.598475869070548,2.6834703400638897,1.3501350053743408,7.84835828093185,299.39173557873954,0.0,0.3964172895491691,11.245098578670406,0.19109208755923854,0.09325202233540822 -2004-04-07,7.403554660035756,17.613043581236745,2.8954239875260988,1.0265034972578004,7.823260702002771,570.9206346365416,0.0,0.7449650026236796,14.125716136539817,0.25080142443929565,0.1741346105711966 -2004-04-08,4.052080267832477,14.065761071353409,3.7204916163861816,0.5711211015749217,6.23715503807637,468.00062593686175,0.0,0.47397890107794627,18.5008212799133,0.26272602945351603,0.18552373684451912 -2004-04-09,1.3489977226712773,15.666825633589875,4.235562810200793,1.2842085683346154,6.812259920078236,255.61301801411545,0.0,0.15905658688531243,20.00938830892814,0.24881073265619028,0.14498594813617635 -2004-04-10,0.3661705815901782,17.758571829907567,5.966345088396657,1.5851137720593242,7.391191164267523,131.57445854928096,0.0,0.03923026811493019,18.740234008854465,0.22257667398373807,0.10035242575888365 -2004-04-11,0.6730334300974239,18.451938877859696,6.25178192264403,1.435246936727171,7.637547965388631,110.26623066265174,0.0,0.06399498808720705,16.585606832932214,0.20105147093703235,0.07506889492709982 -2004-04-12,1.0652112530639384,19.07315849699225,6.0481633810277335,1.0116244600939417,7.94155866754545,112.89830186170214,0.0,0.09198622294108727,14.919806054664392,0.18621462604774977,0.06287258369725507 -2004-04-13,2.0312891237992607,18.705802375877788,5.603847470854144,0.6941072363410417,7.8539861877556465,155.72652364378482,0.0,0.16710728389807894,13.741792733529588,0.183745721580357,0.06637164959311644 -2004-04-14,3.673507674315224,16.184809371697778,6.152272187605687,0.5176906657599583,6.642596536202107,260.1814901493177,0.0,0.31665127552821115,13.585207870241957,0.2010523479158451,0.0914196589458877 -2004-04-15,8.113989012821479,16.140447355223934,4.182497286960832,0.9140952582112952,6.9959375704345605,658.7322880213574,0.0,0.8879879589209647,15.222548540120993,0.2718548582095978,0.19471918607291877 -2004-04-16,8.638197922474829,14.560177298305511,2.876430650863359,0.9353177256747982,6.554614370311574,988.0308470013628,0.0,1.2373572508390343,20.37969050140648,0.33803874825558744,0.3151589590155364 -2004-04-17,8.696261269327822,15.486124406796176,2.5430450786834946,0.7037700818078718,6.971949963270281,1285.8433129628338,0.0,1.5382309140640782,25.497668023201427,0.3983361189876884,0.43937205050732603 -2004-04-18,10.081027414614237,14.929665507703474,2.6162846006349483,0.3045798329019697,6.735169977336581,1767.2793230039886,0.0,2.122074256508359,29.691289420441937,0.4633205559878821,0.6091277089470903 -2004-04-19,0.05058075220757706,16.873969692044653,3.4668934875429653,0.7541350502529609,7.393373482254133,533.7646732348152,0.0,0.010585398713463742,34.5775155078137,0.4033938701266081,0.3981252928524441 -2004-04-20,0.4407704479422944,20.10168298486169,5.475007236301319,0.9584856161273314,8.440407080433156,320.9260300674329,0.0,0.0783580724265453,29.789087355575894,0.35215737074223885,0.27109202785403447 -2004-04-21,1.551152714938291,21.3215173249282,7.035164341386603,1.1805210148233038,8.715872641663843,336.96116605282367,0.0,0.23767673626459396,25.504103691801074,0.31517541441579655,0.212657963057218 -2004-04-22,0.5110592804139077,21.031354125685393,8.50723490740391,1.2628808865745242,8.306870730881327,196.77093297138987,0.0,0.06760753767090322,22.7406822140929,0.2708670415555435,0.14872458538968883 -2004-04-23,0.3015531554466185,20.954919496138498,9.259513433151296,1.5136487161420884,8.106197757632263,124.1148774372917,0.0,0.034125050779183985,19.761328371353887,0.23371898253417628,0.10200875813719629 -2004-04-24,0.12248739799704357,21.571381762700707,9.034439154039667,1.7637501015102168,8.43810635536508,76.50279506916378,0.0,0.011860893829576794,17.15344305407311,0.20125288992986126,0.06820890343996637 -2004-04-25,0.2269366173538752,21.145103102296225,8.702468298198257,1.308995956648635,8.305563375007132,57.50082732469158,0.0,0.01873063739467387,14.691262367818073,0.17378691507494531,0.04725280656844293 -2004-04-26,0.26329054022083925,21.156303899315432,8.020652620732262,0.6656714020195073,8.44177855733606,44.162452240754504,0.0,0.018756068912714474,12.736217660420696,0.15143546683660936,0.03361524476595081 -2004-04-27,2.0312963324724738,21.276436417352187,8.372907026028628,0.9897337416649296,8.423414128364685,111.65989647210704,0.0,0.1356322200429254,11.077641771912829,0.15271025110564077,0.04253395359668194 -2004-04-28,2.4903880754221173,19.00079926560669,8.003386194157223,1.1604625821501364,7.457246515036654,147.3384180412789,0.0,0.1709820941311473,11.174495391592178,0.15918663807551203,0.05372215441307807 -2004-04-29,0.2699854727151214,20.554424724089007,8.62586779955372,1.7021138587163083,8.032317571465375,57.19151466953466,0.0,0.017896853988349726,11.875632676925898,0.14148822602529793,0.037695657988206226 -2004-04-30,0.5611556985423322,21.210950598056947,8.972805460717305,1.7205538887904928,8.257654921202656,47.97351184675332,0.0,0.03305400175016915,10.440662386684517,0.1281637298944554,0.029571061721347658 -2004-05-01,2.7082214445240904,22.361575947860302,9.8638975334588,2.0661177356898808,8.599361080379008,126.05484136722325,0.0,0.16036156481694164,9.41927372178058,0.1412771055429187,0.043666788575004126 -2004-05-02,2.2203571768959938,21.527715632222577,9.945479746763848,2.0045224035542755,8.182471779375982,129.0885003342963,0.0,0.1396188709935844,10.305655470734306,0.14591956431102177,0.04968406269509149 -2004-05-03,1.6007060753842777,21.842557873285465,9.605183839717784,1.6734868894650357,8.4033124467196,107.62100740120555,0.0,0.101726806725559,10.733075239888034,0.14368019947452598,0.04783139877831192 -2004-05-04,5.786132082796347,20.506181780300654,9.741014544272415,0.7609777235688541,7.736689819746042,319.2031313598271,0.0,0.4309128825052779,10.52193892214402,0.189977982837523,0.09674884468450684 -2004-05-05,6.467516590835941,18.120935965055963,8.948775303985261,1.2315242398830624,6.793423628480764,500.3418795970965,0.0,0.6304933840988989,14.075991121061666,0.23931795209446213,0.15898088258194065 -2004-05-06,4.426777794762868,16.914272318703844,6.993979311564794,1.5191081909583768,6.705400901664427,475.4179839191651,0.0,0.5103684598862532,18.038938472775143,0.26171037998387753,0.18120022005333197 -2004-05-07,0.07562405445189281,18.385220816524154,6.303136198704118,1.3480202599607958,7.493459110726832,156.05340207336405,0.0,0.008497855438853855,19.74444404107354,0.23089037050118222,0.11924675087214592 -2004-05-08,0.002945213585321713,22.710822185154647,8.944113341157037,1.585594302001219,8.918922788267523,80.77604567196171,0.0,0.00028431381350322053,17.16321600389812,0.1999741526863157,0.07766732119869582 -2004-05-09,0.19210263904528904,22.14570412008557,10.33703218984985,1.7018370752384917,8.35811924746333,60.93999062209875,0.0,0.015567995353058667,14.453737641709845,0.17061412061889514,0.05292823301179526 -2004-05-10,8.775470648555624,21.444550165517715,10.831941025420749,1.4177966422797241,7.895907236172477,579.8603404394519,0.0,0.8335062632683687,12.491917603682527,0.24775067015336508,0.16136743387599736 -2004-05-11,6.723448329978846,20.027408198344894,10.54407782741214,1.0684542250646314,7.2732107333942695,696.9631826158679,0.0,0.8320006570250156,18.250862273168433,0.2909338050899069,0.23172700620356684 -2004-05-12,6.570741782500258,20.313947416464142,10.862625157871662,1.0822694080486672,7.324050286378047,824.3167454388067,0.0,0.9513645806478426,21.66705161890402,0.32895116955011805,0.2957027016010551 -2004-05-13,5.808565709592433,19.34814759170273,10.092046147914992,0.9652452358421234,7.056440647158539,859.2937783137569,0.0,0.9302086945025501,24.427397463640595,0.3522284941646565,0.3341265762496291 -2004-05-14,10.30063794916299,18.203504570472635,9.873541767782084,0.9338713382645828,6.550976699259907,1538.397420279934,0.0,1.9325318432212768,26.27238060885405,0.42605089773195887,0.511757219245603 -2004-05-15,3.232131821863818,19.23201283427265,10.1857754712315,0.7260479917035717,6.967589196367648,876.9640970285775,0.0,0.6541043701701894,31.994241032270498,0.4103633872751456,0.43272695045757503 -2004-05-16,9.981512968343994,20.833298268192106,10.77694236285901,0.6262278717865665,7.590840349701882,1739.3022618040957,0.0,2.159566902553104,30.569714917544566,0.47239434222551646,0.6105108703664536 -2004-05-17,28.595500365591768,18.926093319948254,10.882136767436204,0.403654268229,6.604228929537072,6555.8205296202395,0.0,9.23018866283899,34.577037414223774,0.7359172825836281,1.8028464623382705 -2004-05-18,26.29980875263577,17.075047193544215,10.001540779696107,0.3944524866821894,5.932004156627073,10433.672833741737,0.0,13.340719131595712,53.660016828844846,0.9314778165613834,3.204889880892926 -2004-05-19,13.407962777843387,14.739877530500145,7.364726165433941,0.30231720488343233,5.574445205896391,7974.055075824876,0.0,7.764392100572238,65.99341051257093,0.9249722255729931,3.268476081838283 -2004-05-20,5.801471963886526,16.065938017440345,8.331089105681423,0.7693552290218758,5.933234875891243,4640.092033805948,0.0,3.0611777183448075,66.38033693498251,0.8408691897414787,2.5937338407156822 -2004-05-21,2.3749876076346226,19.976545727080158,10.059895703079158,1.294324116605835,7.346776157781181,2596.7480225672616,0.0,1.0593888442090176,61.209797693949234,0.7407196870244468,1.84970642649633 -2004-05-22,0.07599285721365208,19.67690250418255,10.990233702839596,0.984340052680896,6.939541596616522,1299.2733120332923,0.0,0.026923972674484722,52.976520385891114,0.6180258503493604,1.2081715200294887 -2004-05-23,1.2429625509306264,21.145032545259426,11.241710371894746,1.2181557245178178,7.5990728573631365,1032.9630184216642,0.0,0.3661261391029442,45.346242485651324,0.5427326869114262,0.842210988868068 -2004-05-24,0.3691977309469158,21.28486070263192,11.68218383004476,0.9393693254098969,7.543985175575592,629.279820810554,0.0,0.0908081929761983,39.497324959111204,0.46441799039930526,0.562066658709443 -2004-05-25,1.966739064551157,21.507232369249973,12.177666046757073,1.7845551571236458,7.5111296868372905,645.5775664071266,0.0,0.41754743637208347,34.047806425856166,0.41954506471090836,0.42945674322348126 -2004-05-26,5.162864296379217,20.474467514505857,11.194950423748406,1.4200262121037308,7.270536255761909,983.3297275635691,0.0,1.0394780669941586,30.87237555104794,0.4197861399552801,0.4378320470833983 -2004-05-27,4.217685927172523,21.001465802843143,11.67562018733226,1.234212334005505,7.395350829887002,896.2417270620967,0.0,0.8404748403990165,31.05100134920789,0.4108563216375734,0.41298279517095665 -2004-05-28,6.2436242865738665,21.37348514817924,12.629532983986099,1.7899204218653268,7.297578293690757,1143.502282108869,0.0,1.257012412091517,30.325191639371038,0.4260019399144812,0.46023109881138463 -2004-05-29,6.148861901824469,19.619550951200505,12.744750050099022,1.1266817491154577,6.316381820699984,1216.295701664214,0.0,1.2854616969251547,31.48024166966092,0.43835357292284294,0.495319347702833 -2004-05-30,4.504558658971041,20.29849915915717,12.027258894081509,0.9858073847938428,6.922157867345477,1033.6226873405387,0.0,0.9655524572854315,33.06102089288584,0.43761356111475735,0.46944924088990575 -2004-05-31,6.698809472274752,18.779048877170137,11.864874350631515,0.7502032099336111,6.170292365798086,1325.1823660235655,0.0,1.4656798671490483,32.57886050498056,0.457558255085865,0.5287608036886476 -2004-06-01,2.0475714814061576,18.794110890793906,12.130015834920435,0.6844899147289839,6.081501076418276,723.3178663792568,0.0,0.4430084235248679,34.58004277152791,0.4266869006037153,0.41165300840446656 -2004-06-02,5.43518937545294,19.60811915588992,12.305809440623472,1.3316200785927732,6.4589166652015875,1055.860613315359,0.0,1.156271141706811,32.36352130714791,0.44032938090374113,0.4440261234786596 -2004-06-03,3.1668853286881364,19.778178498350943,11.954349487859695,1.0021521826590776,6.66575954013798,792.7808333076817,0.0,0.6647577057608323,33.10483613389183,0.42254099061856704,0.3902593181981739 -2004-06-04,2.4121745206564458,18.50812068295617,11.388173131413653,0.6723321874287173,6.183762192204077,608.6692536156976,0.0,0.4756873260480279,31.659045807668583,0.3969066426573157,0.32647089658835526 -2004-06-05,8.60994214071358,18.786597977431573,11.147375922938215,0.6230272896570554,6.407300680851805,1413.4208648085557,0.0,1.7910303741247464,30.08571847853963,0.45077824022130464,0.4852280425587935 -2004-06-06,7.282437385355852,18.219576908771245,10.648257510479796,0.386578667712834,6.273401349503422,1518.5321127503028,0.0,1.6784484963568111,33.90742465133919,0.4798339975780481,0.5714292289588303 -2004-06-07,5.250162010209008,17.524866853414533,10.27343034448131,0.35515396603275673,6.036119404730816,1297.9991753621207,0.0,1.25603639781127,36.13431825042458,0.4821011680849747,0.5632236676322612 -2004-06-08,1.7058573791872087,18.914082846461838,11.247600702931594,0.8018584163368802,6.436311258942962,702.4860273688594,0.0,0.39030310836813786,36.48781789286582,0.4449304508876554,0.42606155023893466 -2004-06-09,3.173649733276213,19.799213218305177,12.033758519536292,0.6963155392817667,6.640847654568959,746.5101046944691,0.0,0.674149767273454,33.45809397278652,0.4267350059360608,0.379995305466492 -2004-06-10,10.714578742291943,20.30962222769924,12.498785645715454,0.9126821647745854,6.755097975964869,1892.6786381469192,0.0,2.455526222902991,31.982697151021913,0.49739434813667754,0.6212492265386507 -2004-06-11,3.2285612240022834,20.731454708251654,12.683717577035546,0.9612010559265765,6.916150013910313,1052.481353052741,0.0,0.7692351317546828,37.02029732461472,0.46887194422091083,0.5215314603371114 -2004-06-12,4.4606743859749205,20.36948570601134,12.39098712298888,0.5537870629839681,6.819649731085025,1056.5186401767016,0.0,1.012191030656611,34.841283351312185,0.4578411910417536,0.4936135060240723 -2004-06-13,2.098517702404791,20.668501811324642,11.879063856033753,0.5110949183571982,7.13419175021736,676.5443011875117,0.0,0.4475392975835386,34.11765946942842,0.421893937247815,0.3894636620569924 -2004-06-14,2.482439853955857,21.33060915012095,11.942990702086663,0.7695629949143191,7.450163715046233,600.3983266029213,0.0,0.48392364152189105,31.29492603878558,0.3934834374907992,0.32720706254070403 -2004-06-15,6.521335412029263,21.687164769907028,12.198097112981989,0.5387685951884928,7.555535201158559,1067.3602609365723,0.0,1.2613584431201161,29.038871991882875,0.414252333696157,0.40505687575571864 -2004-06-16,17.406796517442686,21.90638896732784,13.264887605032206,0.5934380208789816,7.3424646054431,3105.0569261166015,0.0,4.23405844698555,30.463703155540443,0.5576589016900038,0.9083709359383285 -2004-06-17,15.828761289609751,19.4596604386347,12.78486719592665,1.059215143619446,6.185253029062442,4132.1446409218315,0.0,5.035520214798559,40.768592838382844,0.6593208459737331,1.3580391273483277 -2004-06-18,6.8948646851159525,19.432244214012727,12.999941369473973,1.0346728636352804,6.087780258998153,2771.091060593849,0.0,2.4120639800070593,49.03418432286479,0.6515355439241297,1.2512920179837352 -2004-06-19,3.112700751903658,18.507101378341595,12.921873504431105,0.9916093600823462,5.588380445855469,1648.0078759389837,0.0,1.0253229510562871,48.60612606044647,0.602489306648037,0.9706528591820308 -2004-06-20,4.357160997801607,19.563949975058325,13.281361639739444,1.285369901752814,6.051480889340644,1586.0353779956995,0.0,1.3507759397990426,45.67304453988416,0.582818012388889,0.837524982233836 -2004-06-21,5.338596503159262,19.048154851650605,13.244460397756985,1.4314481801296093,5.768638000324135,1670.3711153240017,0.0,1.5942748321368638,43.78697299215942,0.5722796151450362,0.7879412948720826 -2004-06-22,3.633872699735608,20.286278419599572,13.513720550362619,1.6958646011335934,6.36924909163744,1295.0902162619004,0.0,1.046031537585971,43.306918244411776,0.5468284246288512,0.6721865041434896 -2004-06-23,0.04991188636249013,19.74437801639769,13.09821935398912,1.4702430524805883,6.221889485903317,514.1001221882943,0.0,0.012742428504746849,40.903894866754214,0.47708411338887774,0.4395020444130399 -2004-06-24,1.9180972038151989,21.320930267496433,13.212812892801912,1.5739216546590908,7.041410628471177,575.000407175808,0.0,0.43321805059885143,35.97362607143785,0.4414129146169068,0.35205902236842673 -2004-06-25,5.341537560587354,22.67305636933465,13.993608021499286,1.6113692931111767,7.506250122607296,1005.8570293784016,0.0,1.1498917621522677,32.769197737591135,0.44396425636173587,0.4042618847080001 -2004-06-26,17.829703926917905,23.00071008836246,14.366115306892574,1.3169408153023079,7.558852353370573,3373.435885993791,0.0,4.656118815913416,32.62101798515701,0.5877167433627973,0.9721183603177491 -2004-06-27,14.19114005542358,22.675684006915827,14.366645312039592,1.0931257750660828,7.38157788882208,3937.0627009282566,0.0,4.636690235180756,42.63291104836302,0.6619617122149744,1.338807948254063 -2004-06-28,5.407409183854512,21.83887512847025,14.287018305567017,0.8353024110468271,6.948093904145402,2336.808181057149,0.0,1.7989966008041174,47.829739872447966,0.6201767325315781,1.1454248590472282 -2004-06-29,3.5282626214414825,20.88738800664617,14.24275097706085,0.8612930468376279,6.426668985665233,1575.1013767766913,0.0,1.076193484943905,45.48506246258933,0.5709720437691945,0.9094841047559563 -2004-06-30,1.8564930059468772,22.796446391410974,14.870062894695954,0.6791078780847635,7.270695374941588,997.4733142344571,0.0,0.5106083824241061,42.5736443913699,0.5175810111066599,0.6697790757878921 -2004-07-01,6.081710744258197,23.584912489102358,14.47638674681099,0.4596467533389269,7.83587716218738,1490.0181167331725,0.0,1.5598716788898992,38.0264200897221,0.5138298527173828,0.6735082055202795 -2004-07-02,1.7813951384258717,23.232544448742317,14.020233531562605,0.607652843868777,7.7938146761074085,804.8441734061264,0.0,0.41839870654380484,37.2847857863362,0.4550945508517644,0.5021295709039327 -2004-07-03,3.5769328802876648,22.74141791349605,14.187538302261991,1.0345571590065241,7.476740341712188,853.7655705884061,0.0,0.7584905476764203,33.20272652950565,0.42845812371107017,0.44235414148911034 -2004-07-04,2.617190292133741,22.587735915645105,13.809602125383782,1.263708561246473,7.518663622481977,671.1692419519663,0.0,0.5157169626252651,31.53393033204335,0.39783742699284486,0.36647728161316007 -2004-07-05,6.1113303335593425,21.53072208492372,13.853843801092262,1.0030253677146734,6.93245984851777,1045.92859536117,0.0,1.1847095351636607,29.309373035667598,0.4126272061688633,0.4189490141154669 -2004-07-06,3.8330601551341736,21.406803223607454,14.597498885870651,1.1421579705833649,6.586182354586713,834.520096275047,0.0,0.7509431111614084,30.757499618845706,0.40295659548518703,0.38705829979973194 -2004-07-07,8.793964030522895,19.354294611761926,13.746248311064177,1.1178943645039354,5.734896066687366,1507.4195517711307,0.0,1.846823452786504,30.275807428827157,0.4551363781480845,0.5331629148882517 -2004-07-08,9.399145509900977,19.39194837248075,13.231261352043939,1.0194198228702784,5.969346598835621,1958.3239549277885,0.0,2.2968625931352395,34.72474573199014,0.5140134507960695,0.6967952598547767 -2004-07-09,12.870848765790491,18.4287738518226,12.346072487104106,1.0040990469479856,5.77107205861198,3034.309101007283,0.0,3.7336320004030483,38.88200550492276,0.6028857034934368,1.0220815930857625 -2004-07-10,11.638742685009355,18.637825291476293,13.058292624406517,1.2153305531672145,5.604313771153459,3479.3195090224604,0.0,3.9595918264619314,45.51100963198672,0.6657559107731315,1.268233429140515 -2004-07-11,13.589691978139866,18.324518157565734,12.945262076509847,0.9114918836706176,5.468364621654734,4554.953388135421,0.0,5.3307535110253905,50.16624970136196,0.7427135429143791,1.6372463276616969 -2004-07-12,6.003756068673616,19.50133361558164,12.704278580548197,0.5331623804671642,6.233465652857962,2992.834851476855,0.0,2.4478158510742096,55.65650819919712,0.7183003203315717,1.438486533174896 -2004-07-13,6.225511356257164,19.113283852397338,13.037625034481044,0.601426886824194,5.889203398656071,2660.8233130203816,0.0,2.3840630016216258,52.988672295063054,0.6898051377161994,1.2993959355364415 -2004-07-14,11.40882164809211,19.643440348408856,13.435597200068171,0.8376805484290964,6.035102168128031,3934.1580427980603,0.0,4.496687487094841,51.494038972659894,0.7327757263149115,1.530532781045319 -2004-07-15,8.431115564080095,19.6059184266411,13.487547004939715,1.0436472945597268,5.993393980546949,3503.3597395433044,0.0,3.4210002992435804,54.21650672122668,0.729802372562895,1.5172027387670592 -2004-07-16,0.6141137324811603,21.12481961260089,13.402778124424055,1.3439179258347418,6.874609370292211,1354.0037010683243,0.0,0.22517868699803012,54.07408697258551,0.6370805015390698,1.0219144560260427 -2004-07-17,2.7579104012594295,21.448661877711906,13.443290371523602,1.4243089021093311,7.036891855425607,1257.0945832475575,0.0,0.8605626600007805,46.72353175133798,0.5764252905934912,0.7962516588073087 -2004-07-18,1.5741488448876235,21.832946885505546,13.088398485446234,1.1855559624369627,7.358707382686716,850.3374958736302,0.0,0.42867407117423495,42.365733696817536,0.5118698740557369,0.5835943661124766 -2004-07-19,0.8226364225433106,21.558060819819183,13.982268742094766,1.3214618976403862,6.910474291695678,534.1044526115187,0.0,0.1919176510037549,37.54939916107862,0.4470082277258767,0.4091148009323306 -2004-07-20,17.87584404555093,22.07783521226233,14.488284758004365,1.2614592097989072,7.01760762712983,3389.2122937081353,0.0,4.760163426691079,33.267373822968466,0.5957838522739991,0.9911197097148917 -2004-07-21,19.584308082207688,20.70855213812375,14.306254623995953,0.9366721038300092,6.307905174544354,5545.011518190298,0.0,7.0765112914748265,43.72986713967664,0.7375672628621259,1.722675732481852 -2004-07-22,17.3338772375885,20.847993022087692,14.519224457304507,0.5532042090562796,6.3040056196944425,6694.304040857461,0.0,7.870020639085087,54.165889387344265,0.8329238591519149,2.3197078407065606 -2004-07-23,15.134044251617127,19.803197151580967,14.057292397523286,0.4288236254514658,5.880279740612114,7049.271424782669,0.0,7.730143252657669,60.13995624858334,0.8768911277616229,2.687049284186132 -2004-07-24,7.848826030950378,21.446092870991137,14.157737166886331,0.6303163695439139,6.790234243277757,4812.65255310192,0.0,3.9461247836963276,63.35427305394713,0.8294678832236649,2.349998586358247 -2004-07-25,6.644647656764879,21.5982042173142,14.052677141436439,0.4625346270978126,6.914985507143097,3737.8343785367197,0.0,2.9731669342231273,59.16660788775768,0.7666565575147166,1.9824472175513488 -2004-07-26,2.6673025346075225,21.98701619391285,13.664437460491555,0.41033152365118897,7.263943565575311,2156.8491983235476,0.0,1.0316049496702324,55.193468326999096,0.6740387952923528,1.4475570568979124 -2004-07-27,1.932542614804611,22.962050778745073,13.8028700425349,0.5988055346928959,7.7411165251021234,1427.8993499162964,0.0,0.6294552337717154,48.76767444442318,0.5906231928606869,1.0381354670231824 -2004-07-28,3.6135799397779267,21.97476861554566,13.530055735759694,0.6260152770286069,7.30533269287902,1384.8586121051328,0.0,1.0210833663494214,42.65006018113794,0.5389400761273442,0.8312524234624064 -2004-07-29,2.4159047800223274,22.252253085807038,13.117064929030562,0.6890784362019844,7.585478724054237,1003.7764118046623,0.0,0.6127479754226894,39.49664735575819,0.48825284780253614,0.634406190077647 -2004-07-30,11.105942133884957,23.00529261811252,13.521660932058248,0.6765209477819298,7.856832294973113,2326.7255336473117,0.0,2.8678699609098555,35.700309064390076,0.5452611277042451,0.8496441806961772 -2004-07-31,14.766247033960216,21.17175241338612,14.191423076532477,0.83697901588574,6.633554144750753,3640.575971928826,0.0,4.467047865199458,39.43963505344743,0.6314618162856094,1.2332524566827094 -2004-08-01,7.8758096727208615,21.601768883273035,14.533159592407074,0.6572104959988091,6.74977694908007,2787.7979486498466,0.0,2.6220918985046486,46.6021233633244,0.6346310255952544,1.2020416136477319 -2004-08-02,7.2715297739691565,21.45522570146028,14.31223201908565,0.8132530322518178,6.752309389498744,2527.980793798437,0.0,2.4073279623441834,46.69305092235529,0.6286508184968466,1.1490238397943293 -2004-08-03,6.36779933370206,21.76411283294869,14.334750948378439,0.8869811736330374,6.920283908001996,2246.7941623518363,0.0,2.0606673076879938,46.27876642414272,0.6132968370672688,1.0617275550277447 -2004-08-04,17.936927475764413,20.55762135184646,13.640996217918966,0.9998962523706362,6.502156166521177,5103.743217030355,0.0,6.554091823398352,45.040765106575286,0.7336474679887061,1.689092039593604 -2004-08-05,1.3794300105570814,22.114234968463144,14.413530315222884,1.024401668843941,7.091896247370559,1819.6879919439477,0.0,0.5052700994059351,53.64844244494004,0.6410374473945372,1.1764543673433063 -2004-08-06,6.206800537000356,22.113028773737426,13.749547262166539,0.3329828126036545,7.324899804105541,2150.7108078726637,0.0,2.0292496324813323,46.75268826664247,0.6169421786288843,1.0747997340497735 -2004-08-07,8.244926519446656,21.70561416066121,14.10889549022298,0.4904277369702726,6.978584221012851,2543.6325907813007,0.0,2.6362016785471436,44.86476792455088,0.6186919726147434,1.1010447609442238 -2004-08-08,14.265348370094078,21.906463256595792,14.263127677723212,0.969691337215642,7.03706694127085,4148.053867266445,0.0,5.00431657987588,45.35061519031304,0.6944856015582964,1.4787095173750424 -2004-08-09,8.987725178344979,21.661177435860647,14.140802269393296,0.9157626723711968,6.9468057049119745,3448.515075518003,0.0,3.342191111813042,50.39177226544335,0.6917309314424347,1.4714683667916502 -2004-08-10,2.8624411969470147,21.878136442342655,13.748541169478404,1.1453493941667592,7.20744190012928,1816.566150344989,0.0,0.9822670196510233,50.32048636929774,0.6195450888930086,1.1074214123540438 -2004-08-11,0.2301045946566157,23.42873912197001,14.015499874168372,0.794833397788659,7.956311748674725,837.7470330175499,0.0,0.06651207340611565,45.16618984479417,0.5288360863337227,0.7310067363824062 -2004-08-12,0.03085078602030225,23.698352274522676,14.305081727011776,1.3582480285068863,8.011584545865363,489.89592819472904,0.0,0.007259218607316625,38.220357108838755,0.4456006669803331,0.47695635134035763 -2004-08-13,5.764996409661776,24.19574995247455,14.615287240475777,1.071900104832478,8.182792164897661,1117.4755049398564,0.0,1.2337286548947217,32.37599143822725,0.44431667807782715,0.49832958112079156 -2004-08-14,4.22238015414756,21.410816664135886,14.011026657820794,0.5611484075584877,6.866490895993058,967.0740075375825,0.0,0.874175354242622,32.16375212694411,0.4238737991714031,0.45749524752917675 -2004-08-15,9.42183841834474,21.170923329503005,13.535159586350625,0.32838018612760445,6.907452407937738,1719.2881636530303,0.0,2.089926600142446,31.619912844988583,0.47810860737394356,0.6160301028251255 -2004-08-16,9.596693205329501,21.458839547679347,13.31794669767744,0.2283521279984196,7.142215807283038,2100.0138089837496,0.0,2.4087497663589517,35.51253876040375,0.5254920029232024,0.7677743794551102 -2004-08-17,8.209322430946822,21.055078849917873,13.457983735528217,0.2789027969641387,6.8764164029798005,2096.2834858271385,0.0,2.215319022210183,38.69516206249443,0.5464054790660651,0.8371000832479473 -2004-08-18,7.219945905406849,21.98681272532063,13.799944225319436,0.7599268537607023,7.270948389934758,2002.0733225868196,0.0,2.016481373157287,40.40945558750137,0.5548502711718661,0.8519518886498921 -2004-08-19,4.5848504643528,21.015078763746875,14.053032345890136,0.4836911356598513,6.640252208469482,1492.9046872457188,0.0,1.241055022471481,40.63949395569449,0.5268329850579646,0.7435495988136427 -2004-08-20,2.568129887615164,21.41025458231564,14.137982440240783,0.9426227411445622,6.8355427449946795,988.7874306163133,0.0,0.6476577527341543,39.22852644112548,0.48690274013903057,0.5826313025752383 -2004-08-21,4.693768819128807,23.768615117038692,14.70792652428834,0.9468411059068664,7.947293429346504,1151.7427419485434,0.0,1.1155520197727293,36.20135937472709,0.4764005479125683,0.5491248691536904 -2004-08-22,4.502544258382028,23.47173438301296,14.913327925232089,1.1761079411958766,7.7176580091974,1087.8842871277218,0.0,1.0140570257500672,34.584876504049866,0.45534198057629083,0.5118596435924204 -2004-08-23,3.843295662574781,23.89236500092285,14.909202765180044,1.068751394919218,7.954844798272965,933.2743256849872,0.0,0.8206008193915286,33.276054871325634,0.4324152952567501,0.4581451679077679 -2004-08-24,5.993971230811222,22.57089669545089,14.977361247490945,0.8994945641730695,7.193724617746515,1167.2886936027674,0.0,1.25003683947359,31.486174995559658,0.43661832073114504,0.48856754685164183 -2004-08-25,4.9625229472208705,22.56706736592176,14.425310189025293,1.1794556260251765,7.395601349246279,1077.6334772126304,0.0,1.0457090417085357,32.315996732471184,0.43426950801056424,0.4772591599868298 -2004-08-26,6.6617404049972,22.66471014565991,14.598647087578904,1.0900862981920023,7.39199572432705,1311.048560470689,0.0,1.4295752146134326,32.00616852504654,0.45045495183638457,0.5283472272388281 -2004-08-27,5.9293283646568655,21.902244428145533,14.300697656434034,0.9891445469530028,7.074829060696787,1284.8608182576165,0.0,1.3057130334597682,33.16642459494359,0.45543904503046256,0.5427433110076043 -2004-08-28,8.208427907390371,21.70203397749104,14.521255290041386,0.7789167068957468,6.881409698134104,1684.022328318349,0.0,1.910850007478162,33.75562042138074,0.4888527435759357,0.6442555287929822 -2004-08-29,5.0437880303449845,22.52194322240335,14.889047415908985,0.7157505253590396,7.215483883335922,1326.3467465678405,0.0,1.2091224515585992,36.304761078217986,0.4816825944971275,0.6034868246204186 -2004-08-30,3.673502156980753,23.203412057339577,14.843297520213294,0.9192526783804644,7.620802890247268,1021.4762935787313,0.0,0.8412536676240698,35.527248833154474,0.45666220097802157,0.5209348575234936 -2004-08-31,11.430286432235787,22.372521037076663,14.5166861821745,0.8945116017913242,7.27481515650243,2204.8456543525763,0.0,2.7722221331065082,33.44074636558165,0.5227171439334106,0.7612158815858068 -2004-09-01,10.46454953601807,22.29955082591039,14.858921734172045,0.8826738636241449,7.109751412031693,2549.804786835046,0.0,2.892223241530184,38.38468554600233,0.5690605063729997,0.9358994765533208 -2004-09-02,6.937051449574133,23.129346059997363,14.928586477415688,0.916899231622823,7.560116675136798,2099.3935474983286,0.0,2.0049584151248947,41.782059605087746,0.5675446495786077,0.9145111095333036 -2004-09-03,3.620235110159341,23.21295680173646,14.887807018504528,0.8710891507377825,7.625496971551486,1367.735664482092,0.0,0.9833631755912422,41.24785054392647,0.5226828117048412,0.7450353208051532 -2004-09-04,4.32271011054492,22.395292511207934,14.873450386516565,0.8711894393091822,7.17007912417556,1258.4005133115413,0.0,1.0815532046957035,38.080034494338435,0.49396325809288183,0.6496654301789957 -2004-09-05,5.271690651461004,23.15069764833468,15.141825101296927,0.9881011907556851,7.50635918133045,1322.5093150668201,0.0,1.2733929206588108,36.437595029719574,0.4858849312652746,0.616794544533284 -2004-09-06,32.23388591107886,22.35758765361443,14.29292646655276,1.0032939081330636,7.368886331809163,7831.8813481555935,0.0,11.253458868482141,35.59606798692493,0.7901730262028659,2.115009617083688 -2004-09-07,27.115290199012605,19.550398377100436,13.179189978302196,0.6485995452135822,6.197468090568884,11714.915100603503,0.0,14.817249857452389,55.98179681121594,0.9680247875481386,3.63291703848347 -2004-09-08,6.796436614633602,18.319600961200887,11.240264119893567,0.15943726879828587,6.2330379385201,5678.195958620562,0.0,3.6787940699606265,66.89022710010245,0.8583997292084176,2.9250089882292603 -2004-09-09,1.5759331954667968,18.17367660517279,10.911795030247095,0.17570593100880208,6.270255917490919,2647.433744272034,0.0,0.7048294320781363,61.722417719598376,0.7373829204044315,2.0113640692599803 -2004-09-10,3.3134959965832063,17.170186449357598,10.505093669075196,0.20638244643265385,5.879272566984733,2194.6873170370677,0.0,1.2607383921286508,54.20458881845469,0.6700467349282565,1.5012695198273056 -2004-09-11,5.823725578016777,16.057117313086128,10.376953138333606,0.3960657288794224,5.323918643220273,2404.759174951301,0.0,2.0664412331010595,50.13892746062743,0.6519270081235877,1.2919021026234931 -2004-09-12,6.390668699571596,16.37443273819217,9.277420933994113,0.7079608051533811,5.879138295782668,2435.535283067761,0.0,2.2484285660288537,49.5149943003663,0.6512631127682157,1.1833240141949681 -2004-09-13,13.321986538516716,18.12887886161227,8.758746067203013,0.4450929466924011,6.895427721829639,4201.2900594691355,0.0,5.03780792423729,48.82666963116506,0.7239897552323723,1.5373689960566657 -2004-09-14,4.424997901911267,19.093964536210596,9.222001490452383,0.5333071862819025,7.243436685784262,2372.7505345477007,0.0,1.6366142355216535,52.501140520927656,0.6631509603449939,1.249953654839391 -2004-09-15,5.759500454016718,20.00281033910456,10.292097339051336,0.6847996344879366,7.410571721942748,2197.0877465478143,0.0,1.9368743386528786,48.06804683167083,0.6270544720665263,1.1085788126151657 -2004-09-16,14.027186723439193,19.785258191941843,11.471182271063721,0.9709723211891508,6.960921688927815,4056.042620609494,0.0,4.918851268162655,45.45902438264976,0.6929740733381828,1.4706004746412469 -2004-09-17,3.2050668382583183,19.958517145891268,12.085761500988891,0.6972309775518883,6.857322051573418,1974.6583180066798,0.0,1.106535915444205,50.38547402612153,0.6242935077669513,1.125778230540361 -2004-09-18,2.857314674673156,20.27726528691074,12.339680541614936,0.7764318898974109,6.947706270172767,1389.5985234709356,0.0,0.8725297626677966,45.86528660660048,0.5675853083549366,0.8656842625875147 -2004-09-19,1.6104322321059004,19.327570573927147,11.103826493649569,0.5065727574258593,6.8491458332867445,902.8383391736829,0.0,0.43215827759306813,41.83382968591217,0.506096229440612,0.6293222497397999 -2004-09-20,3.1508985907380467,19.844778996854593,11.594844616825386,0.3669908787169619,6.968756108482093,937.1385322165884,0.0,0.7625007470111971,37.56647262386484,0.4743297994872304,0.5257612094459873 -2004-09-21,0.8470786693670445,19.756097259693924,11.84015019572468,0.5925642611669613,6.846101469461698,508.44777966348653,0.0,0.18334176746896103,35.193424272954225,0.41984745144645297,0.3701623291427389 -2004-09-22,2.76477369210196,20.421110866666414,12.31164003599272,1.0333679777299267,7.050525427490139,609.553878891961,0.0,0.5425282591829395,31.34064595246122,0.39730504153057167,0.3235662207699484 -2004-09-23,5.561038166482413,21.255832798304485,12.509655462352793,1.241942728970422,7.437026286112017,946.852240628588,0.0,1.0772407851382022,29.566493856076907,0.4092119585256072,0.37465222551959454 -2004-09-24,9.384110701336324,20.59520830148684,12.210791686236409,0.8911478283403026,7.185030991366406,1605.0566164582954,0.0,1.9842250369971648,30.17968339670975,0.46089140732027223,0.5460085646209437 -2004-09-25,8.442749983932579,20.77265966135129,12.482352157882804,0.6160406494298113,7.195666228864586,1776.6614459857276,0.0,1.991829579583687,34.065239831222335,0.49518929351697616,0.658711391577245 -2004-09-26,9.42672747494007,20.744568504719588,12.115116354921485,0.4768550359891227,7.303474040898695,2141.1986177221547,0.0,2.4304226592250124,36.50403137285643,0.535062234733813,0.7988579105205549 -2004-09-27,0.981274696459275,20.93290703378449,11.86688126336488,0.5441499644304649,7.4837578835317355,828.3248518985484,0.0,0.2416164499332626,39.22669174822947,0.4683955789036443,0.5568086272833338 -2004-09-28,4.690161367991483,20.364592271642152,11.855588194967465,0.8750715226849666,7.192980946953636,1075.465681201427,0.0,1.0524380719876847,34.37543579561907,0.45508775042969174,0.5227054902837672 -2004-09-29,1.0451320857893585,20.506160837753626,11.112464253084932,1.1257078124226207,7.495025521222179,543.9077403625461,0.0,0.21552717659506726,33.64340322557775,0.404097944143444,0.3730739035953178 -2004-09-30,1.6206085727495083,20.674787827170416,10.21209386871899,0.5778208832963164,7.828490312147865,452.48251188461904,0.0,0.29438100144528545,29.774507727513328,0.3657318430773647,0.2876774330717296 -2004-10-01,3.235272459269774,19.88873782345428,9.429882599654226,0.2834557078522131,7.646929456998955,559.2419584954888,0.0,0.5413357690438487,26.8161892649291,0.3500791772339484,0.26969085597772985 -2004-10-02,3.459698599954557,18.590033351710442,9.476333514167493,0.6418488823088544,7.004689334377352,572.9563311440778,0.0,0.5581377579725246,25.79092165701328,0.3407499164972797,0.26054079068564034 -2004-10-03,3.7144462255680537,19.80409145071608,10.638288420654495,1.1964255139986972,7.291138801508272,592.6956662902086,0.0,0.5942741775579776,25.45857893492848,0.3398459861733784,0.26008683195190474 -2004-10-04,4.565898581026568,19.649870579637557,10.402106738155982,1.1226664434871838,7.284666044212394,687.7229204205337,0.0,0.7367609396077679,25.239880939000376,0.34721714593953473,0.2814870406042471 -2004-10-05,11.045057369367557,16.127622214868527,9.459935398317565,0.5339080980095835,5.768333056718667,1576.9427943084593,0.0,2.0637413145112884,25.780995842364504,0.4289985800842253,0.49746993593512856 -2004-10-06,15.391474642054673,14.840638970121152,5.732338386972767,0.6076194258991287,6.193011177399992,2986.5021165037188,0.0,3.887461997116935,32.75193614968548,0.560838131399004,0.9157530650052986 -2004-10-07,0.15029130334307644,14.795881751146355,5.394792133884177,0.4228616393944173,6.252626485036196,857.0187152302409,0.0,0.0397627651810189,42.073514301944435,0.49187873993105363,0.6021666733309794 -2004-10-08,0.2483323168642147,16.247952367028336,8.599758765574713,0.8121690100783018,6.114021360336343,449.19404931365784,0.0,0.0564815974268032,37.03002128414993,0.43426757330644067,0.4005823601049591 -2004-10-09,2.5065296569430466,16.306679371509787,8.362239021264198,0.788525179695075,6.216534297323794,602.9404536257439,0.0,0.5167549925479151,32.90233928238374,0.4124893430751974,0.339443870596145 -2004-10-10,8.281985185635218,17.060213062228215,8.578559091512043,0.7848763040916324,6.5304835270418105,1413.6231786203537,0.0,1.7793381608423573,31.220368444805935,0.46017566748221034,0.4918925267089971 -2004-10-11,16.505212090100972,17.4339204687116,8.480702971639047,0.7843714887840266,6.7437495582490525,3340.687088179266,0.0,4.462209930864109,34.50271299860447,0.5942077830139529,0.999636297292351 -2004-10-12,2.73860780876633,17.113199547085852,8.443609334425782,1.2208222969287037,6.601338900913363,1434.6051519387956,0.0,0.7913746849470704,43.897516696949005,0.5432792669513995,0.7712147332423988 -2004-10-13,0.4861854480005023,18.029773774626168,8.543672181016008,1.3244559743667117,7.024099109295475,648.9104404634297,0.0,0.1232156044998946,40.4380743373151,0.4767399112241878,0.5207859402741625 -2004-10-14,1.5388964977642487,18.573535643018094,8.686241321084815,1.2425225450847956,7.254485560171185,572.0070222816264,0.0,0.3383007009083805,35.32348782948034,0.4294218129753022,0.39051844954456516 -2004-10-15,0.957836816870269,15.453029964877185,8.682556925120041,1.1774508133207184,5.708082407067338,395.3572216165683,0.0,0.18472374446795514,31.755831252628887,0.38109207822169777,0.28233607527040905 -2004-10-16,0.7277862861189648,15.006508516759789,6.536161203015142,0.8443658514503404,6.110974656493668,279.1652253567086,0.0,0.12720439093617641,29.19790238097042,0.34861400629633527,0.2031562628918299 -2004-10-17,0.2634939970372289,16.768910595241607,5.679074912663998,0.7754514760788356,7.107223055819159,167.34510464473541,0.0,0.04101757106184206,26.525654144391062,0.31207543334232224,0.13849070993717477 -2004-10-18,0.16251252193395424,16.861477358329697,5.839317179959866,0.7737533811329583,7.120459503950864,107.45872949605659,0.0,0.02189103488542707,23.29872147278112,0.273307487307656,0.09348417655913904 -2004-10-19,0.0135060991855536,17.86394293723402,5.959501390476987,1.0488747454893204,7.546775945306315,63.37419730048471,0.0,0.00157228254983547,20.434932525621367,0.23821046161381473,0.06109320842894506 -2004-10-20,0.01288009105021,18.26192532983828,5.653942162363349,1.0843488828472023,7.783098741577477,40.810796635014945,0.0,0.0012838712557722998,17.682445240407347,0.20613855624651317,0.039964295671524534 -2004-10-21,0.3673815942630571,18.727696665703288,6.525668051655751,1.0145598897921344,7.833290753341733,46.799268636675535,0.0,0.031681087977415145,15.248710892961741,0.1819169017370864,0.03083879182352065 -2004-10-22,0.06918643597195143,16.766245024390855,6.331410463479455,1.1416549145771728,6.99121392938794,25.30190564912519,0.0,0.005179013088260548,13.456663440182279,0.1575669909001808,0.020863185305160247 -2004-10-23,0.005331555826318502,15.451229945132244,4.404966885681131,0.8361027141690097,6.799718348369153,14.251587559754379,0.0,0.00034905237611071536,11.865579490765713,0.13828807431559684,0.013634101444697268 -2004-10-24,0.1331527295394422,15.115604828727609,2.830947077739216,0.6563107496933929,6.927697091902762,13.954901201547905,0.0,0.007695587426856582,10.460213410419936,0.12340554134938042,0.010046926108919831 -2004-10-25,0.5068379892640239,15.477554366357365,2.9414556519559234,0.4452152431055961,7.06390573340613,24.32647661502308,0.0,0.02653867124442877,9.315465729435104,0.1144231863309075,0.010580981439091917 -2004-10-26,0.6699346156001792,14.435706851844554,3.0549248335207246,0.8820468482464913,6.618517020753191,29.853320922710015,0.0,0.03274641506481657,8.616760232696777,0.10818370572292733,0.011873847060907458 -2004-10-27,0.7269785715106059,13.507925167535731,2.880169538779615,1.0655026469698403,6.266419604884209,31.979983309507375,0.0,0.034030236282801773,8.220079370521661,0.10422716577839339,0.012910922562110322 -2004-10-28,0.6689373117317142,14.37855085375309,2.3109266659032985,1.154602620834014,6.719799684506088,30.315792372014926,0.0,0.03028426329871914,7.974860080250524,0.1006943857484776,0.013015630245471092 -2004-10-29,0.14139309112507745,14.738312507008489,2.0961060321756633,1.1196725622218813,6.900707228654073,14.262364995664866,0.0,0.005925909739913443,7.637627237998007,0.09062031862206084,0.009374870855420632 -2004-10-30,0.024887321828460072,14.546660944653006,1.1703813652203932,0.84556854223479,6.9506867079594565,7.197218033646868,0.0,0.0009261126836538104,6.851345422335778,0.080103454655177,0.0062436146453216336 -2004-10-31,0.5296353648030373,14.689819430984874,2.0209355204037402,0.36678627530331626,6.899051580343993,15.981569260552964,0.0,0.018105855865614084,6.052246150028303,0.07667446217792641,0.006821183714124388 -2004-11-01,0.2016029950840273,14.55972223147739,2.137552269708239,0.8149480264666917,6.833383866583398,9.696077824993962,0.0,0.006428270253002133,5.799611118978849,0.06991008020631971,0.005419069111895064 -2004-11-02,0.37484617067184905,14.569159420951527,1.5331232965378534,0.7968696062674222,6.924162613452163,11.227554172999584,0.0,0.011091737736570184,5.295790022498943,0.06605907130632933,0.00521644022212239 -2004-11-03,0.19818166969388176,14.691859095116685,2.1164841515690904,0.9593760580127378,6.897159340198212,7.627887059851072,0.0,0.0054418459516548945,4.995804545006047,0.06050642186041932,0.004224258849406986 -2004-11-04,0.08581759645845004,14.808837395237315,1.0398594260506897,0.7887894698131991,7.088542880048414,4.5114952195654086,0.0,0.002134351629428363,4.579030345772212,0.05434231933625261,0.0030747805367495893 -2004-11-05,0.16885215889113836,14.59627045718623,0.912630862104092,0.7405932003757428,7.023429027075027,4.631864681072968,0.0,0.003794636338612656,4.09799720200602,0.04970590540164138,0.0025793270547341818 -2004-11-06,0.147132543204661,15.052739927851189,1.0905665066432917,0.9472942833138952,7.186216177818726,3.8846538544738465,0.0,0.0030221563415123998,3.753627696111673,0.04544121506299761,0.002139188632997066 -2004-11-07,1.0092236391904992,15.233777063230267,1.8548620561535183,1.0579770891497038,7.166586384366501,15.481574074693642,0.0,0.021272109086851287,3.421148416716434,0.05161083405547795,0.004631504115514287 -2004-11-08,1.0911906626210095,14.567011383999848,2.0663074561684374,1.302663601452872,6.870883745462813,21.253914898322193,0.0,0.026009188506600056,3.8864143953156876,0.05798572792466962,0.006975174677436292 -2004-11-09,0.1676816022709328,14.599413815349212,2.087930330371353,1.2776972414541885,6.884287589690898,8.781414090776366,0.0,0.004035534343467401,4.390831074867451,0.053103585511718454,0.0051549806017762035 -2004-11-10,0.13971204292763886,14.795579061882545,2.0259941301555924,1.3310062527670614,6.976122608789473,5.717699970110348,0.0,0.003069842940078865,4.020663922645148,0.04846556245344973,0.003823079025501516 -2004-11-11,0.102479841822724,15.588643493398786,2.5752563570612748,1.117923957642735,7.22614305196535,4.026772650428433,0.0,0.002042344334020993,3.6634587154496314,0.043870633772928554,0.0027996218569067855 -2004-11-12,0.2950217235465909,15.246238922072495,2.8310350596181584,1.3276834581425243,7.050017386439064,5.518225009925314,0.0,0.005452694855659301,3.3004890389411243,0.04188526538307884,0.002652675590018262 -2004-11-13,0.07861792505346149,15.122486951572304,1.6422980971015466,1.3083860238753882,7.169840402411532,2.9337506050384485,0.0,0.0013480409145085193,3.162125146120226,0.03775246203979278,0.0019320262769353818 -2004-11-14,0.09979110046388087,14.418972064650815,0.7644277535657851,1.1445992295551053,7.001305524133,2.3702250378688157,0.0,0.001545079774519481,2.8438338793812963,0.0342912374941046,0.0014929195218904524 -2004-11-15,1.561816556239468,13.49887609310032,-0.014198656470117515,0.9863288070454596,6.734962875490901,19.513336198149844,0.0,0.028234465656451713,2.59182664332324,0.0483871302890862,0.005270934940124523 -2004-11-16,1.2818223056723757,11.605140019672413,0.16218019656512658,0.8722111066244892,5.983436472069764,24.50377308972731,0.0,0.029739854756231088,3.6746656620101663,0.05773972812440711,0.007959463139938804 -2004-11-17,2.544408548246859,11.195410225634477,0.05288114588587814,0.7252998444177755,5.842191058870632,58.395028765887396,0.0,0.07862498077746638,4.447589588213427,0.08145204307523815,0.017153051244604117 -2004-11-18,0.2332685904451064,11.98069364068523,1.0982219265759197,0.8111382856102576,6.001766152498599,21.149735095888516,0.0,0.008086319153707056,6.287279114407309,0.07595996482897531,0.01239709171563714 -2004-11-19,0.07931109882417862,12.680020740257456,0.9141318465058236,1.3661137686807563,6.309302471953321,10.547789884441777,0.0,0.002522562819448612,5.846273987162898,0.06902905324773889,0.008454021498171439 -2004-11-20,0.7950990037183165,11.697148969069294,-0.195580802932562,0.7721085572288123,6.0758839202776,21.640548947288302,0.0,0.024388262865241428,5.28249895925626,0.07079990031644892,0.009216643960705737 -2004-11-21,1.425299914682394,10.899353885149678,-0.2896528382867344,0.7183109633316819,5.784113011079235,38.42651186064066,0.0,0.04745087494792899,5.442121341752661,0.08000080679056562,0.013224698729735411 -2004-11-22,0.2776345561612461,11.481557560826767,-0.8042258686840986,0.7959531118717946,6.0722371619612066,17.67502453929583,0.0,0.009497290929985747,6.182352952902955,0.07525447956142864,0.010054760157982208 -2004-11-23,0.11251919330791464,11.09078935166782,-1.6411524330515577,0.7720150638782745,6.019845151846197,9.634955492478369,0.0,0.003550625136222771,5.784255514533174,0.06869343185368787,0.007085811418819428 -2004-11-24,0.5062450531791599,10.415186227411873,-0.9451185027839298,0.494519508771869,5.691072724316651,14.762675135556451,0.0,0.015135973657841695,5.2861702068916205,0.06747771496286523,0.006917205790784174 -2004-11-25,3.5237272957466432,10.817616934943752,-1.3106635515671297,0.6745991811239525,5.887280639664512,92.68246406840534,0.0,0.13361180938745054,5.225476702677476,0.10192230132865324,0.024847147662241508 -2004-11-26,2.14942600343799,9.761742133654632,-0.4765493393413786,0.7246574552020181,5.384502339701127,92.47258881182405,0.0,0.1048289569731291,7.856356738654484,0.11656059269532099,0.03213608262960187 -2004-11-27,0.016885952021248575,9.902036152406193,-0.8860468063372449,0.7035975517967372,5.495976379681825,28.148578998669002,0.0,0.0008372708939237486,9.068404659019551,0.10583748275656527,0.021046566258430953 -2004-11-28,1.0169704209273904,10.916836558336966,-0.8504165382364209,0.4737128728508204,5.877145911731736,45.891839920092615,0.0,0.04842680242420183,8.218812905532042,0.10759062097250217,0.021074021514660254 -2004-11-29,7.696542659680544,8.22192653037608,-2.095311718205353,0.5929270691592411,5.030056547020793,354.1751058743121,0.0,0.5168163086306805,8.293638444047824,0.1862747807740552,0.09241111534518605 -2004-11-30,0.0635911879784243,8.908682853087008,-3.096823166988307,0.5964453484380889,5.386853803467848,93.72722526792654,0.0,0.005171013850977693,14.565139335412,0.17041480353289506,0.06094265601651138 -2004-12-01,1.081413895230633,11.065741254272664,-1.7475638630770316,0.9595247195158664,6.038253318208176,96.36723867708946,0.0,0.08276877788129577,13.238876808945697,0.16682168852479187,0.05227357392177299 -2004-12-02,0.4548012546811578,11.130116786144939,-3.5386348202660542,0.9340552148696124,6.2142370667872475,60.435868210227284,0.0,0.03281257939732113,12.797438298720799,0.15437961593816024,0.03902383971234308 -2004-12-03,0.04310563135232217,10.422750510011774,-4.105652114896493,0.5719881697965913,6.003767531391924,29.523511243429436,0.0,0.002812174262459187,11.806677237757466,0.13804194535663572,0.025830880607444342 -2004-12-04,0.005344071282800769,11.104621295486268,-3.9263610794206154,0.6880486352294783,6.234004914014209,17.352449737749403,0.0,0.0003113497986093417,10.605886377200406,0.12361364844537699,0.016862096830407406 -2004-12-05,3.1849188154613485e-5,11.493703711496597,-3.354374049704832,0.8029669262520015,6.336948588787693,11.019010572732828,0.0,1.6478473823622564e-6,9.458853220694772,0.11018960519143829,0.010976683427151494 -2004-12-06,0.8157689550994591,9.939728952980593,-2.769907305183112,0.4703590326058009,5.734499186237921,32.819688093299405,0.0,0.03929786105570421,8.418080445887133,0.10756809205046246,0.013128984892520295 -2004-12-07,0.00021383316053427839,8.43628936858766,-3.760697787378264,0.6397926617452779,5.291443526181002,10.832112032244247,0.0,9.687113310093219e-6,8.314707328046188,0.09686320038590389,0.008547827108848109 -2004-12-08,0.00023879622001134776,9.852939246100382,-2.7991459024393897,0.6870552011532417,5.708933643972006,5.747121138818816,0.0,9.80143917508086e-6,7.552983352976459,0.08798992274398017,0.005565726113895208 -2004-12-09,0.034620084211396326,10.410898845752627,-2.526128351108136,0.5471143558757655,5.886767311685763,4.4717242642234325,0.0,0.0012809296669952647,6.808146077129771,0.0797135916299752,0.0038180665757490506 -2004-12-10,0.026447122309936136,9.703635121200202,-2.5978366889960163,0.9119918231862048,5.6388401422153605,3.136120075099115,0.0,0.0008813476576974982,6.14811233987994,0.07192943611674342,0.002619580092549507 -2004-12-11,0.0,11.029510395419488,-2.3559755747762865,0.617226970358526,6.099347658774925,1.7621135203790488,0.0,0.0,5.575153148372664,0.06494675849873621,0.0017052235199853793 -2004-12-12,0.020374771545746368,11.290002542207414,-2.472851494126415,0.6651446723146887,6.206125036014654,1.4729568339410362,0.0,0.0005489759776372179,4.990729901411343,0.05837597575259972,0.001193610068518121 -2004-12-13,0.0002790857426445718,11.23117106478182,-3.286384619612537,0.9216503868630254,6.250109632517851,0.8134900840912765,0.0,6.7210204500759915e-6,4.47740359904609,0.052161970841613885,0.0007780074295839585 -2004-12-14,0.009715431081887715,11.504683861637163,-3.2022353576475227,0.4434634994897229,6.343648854709309,0.6457361388636617,0.0,0.00020884203883203556,3.9980710915511755,0.046687998781866004,0.0005382455559059037 -2004-12-15,0.2985710265145713,10.86140849203997,-2.2286387689512583,0.7720656690311293,6.030936302621636,4.257364539248927,0.0,0.005961990037134546,3.5726070307299413,0.045096602675902014,0.0012581736178533906 -2004-12-16,0.07137832754254735,10.353753926580117,-3.0099847814635625,0.8728256727974395,5.917117883724369,2.0425478711029332,0.0,0.0013422017076532983,3.471667413853306,0.04127408341842216,0.0010233819291435417 -2004-12-17,1.4437841371766982,10.09753815304949,-3.6548121236844073,1.0039997070099704,5.877559951557515,20.55298462262703,0.0,0.030282605715789446,3.1845891046280173,0.053917413778174945,0.005277147616331263 -2004-12-18,0.007039406789381886,11.832430943689545,-2.923237166918748,0.9262626967774876,6.446353710126721,5.302196192819981,0.0,0.00015754729002583935,4.161954122522973,0.04856595123491389,0.0034591639746163 -2004-12-19,0.02762580416967702,12.470293155891106,-2.4065917116491686,1.235171670923613,6.641632584669119,2.7573652965772695,0.0,0.0005517483793568354,3.7088030838487156,0.043526866111052914,0.0023357650083994587 -2004-12-20,0.07693180553962968,12.173048221619306,-1.9432070355198183,1.51134699002583,6.494027559397065,2.464197149055244,0.0,0.001381196394553294,3.3119681051456,0.0394783888833452,0.0017307807947353013 -2004-12-21,0.14593827110776633,10.844089888648758,-1.3408907949179445,1.481597417269466,5.938538600864058,2.7848084036248295,0.0,0.002411042105530753,3.0127905035648004,0.03679705102837387,0.001493773729109313 -2004-12-22,0.006445654674904514,10.773901092340381,-2.9661303207845133,1.3797740096511928,6.069744831963641,1.1825942923858903,0.0,9.798199921037549e-5,2.8383077194155377,0.033139450246213585,0.000987295697134132 -2004-12-23,0.0701816299696949,10.659489439326123,-3.1334241311949627,1.243235177910902,6.042569743286054,1.2930766153351145,0.0,0.0009697759454696531,2.5500424731777365,0.03052383629844437,0.0007903458099500943 -2004-12-24,0.0007408599765851479,11.06445876658958,-3.3243350454995824,1.3152997466045415,6.202922575444037,0.5779567514089524,0.0,9.301055600504965e-6,2.3501388377417585,0.027386156384217306,0.0005158941991423478 -2004-12-25,0.03647520588154135,11.630737095805092,-3.0702573282050682,1.4138397934756892,6.389057351720754,0.6104449371779359,0.0,0.00041281352335692523,2.1022970233824108,0.02491524802298123,0.00039867983396114654 -2004-12-26,0.10060500808419734,11.327090636691473,-2.125518480091647,1.5325924961014945,6.2009355377399755,0.9696068625638905,0.0,0.0010498488950844986,1.9059570419970853,0.023375088972649515,0.000419376837451381 -2004-12-27,0.0914539363333092,8.279808459970813,-4.617907857969623,1.7725875043580932,5.3212651309312395,0.9220326377205462,0.0,0.0008974777702409342,1.7946345593485495,0.02197165365260856,0.00040964885925725 -2004-12-28,0.34888583609248425,11.41656244719351,-4.2483150022231335,1.510444425809665,6.388427890253063,2.6203962041900652,0.0,0.003516034357442077,1.7151815174158636,0.024044986813063874,0.0008020303265081568 -2004-12-29,0.005538944321171089,13.512185413203586,-1.364818379432903,2.0458724533074584,6.950778967981207,0.7658830483623842,0.0,5.441115278493735e-5,1.8394472121911747,0.021492839237159778,0.0005303689489485929 -2004-12-30,0.2544712387220577,13.052665261906176,-1.3882657951659183,1.3468703019205057,6.779079363564866,1.918681517484852,0.0,0.0023792681563127305,1.6266603794662613,0.021913909386771718,0.0007075239836999588 -2004-12-31,1.1493732899074964,10.296736863717953,-1.431749451051059,0.9372326482248552,5.74759533849623,9.575857130670144,0.0,0.0137404937191965,1.6640052656399469,0.03277395485826203,0.0025527580142121263 -2005-01-01,0.1953935003053116,11.707766552319658,0.119268446490755,1.3511847499959315,6.09377730698409,4.267538017550357,0.0,0.00275260065208377,2.537397024198872,0.03183515887351263,0.002080849600551619 -2005-01-02,0.000375910989359014,13.356975293093386,0.06704806132341308,1.4627298920230758,6.745602014545864,1.579594563389765,0.0,4.9183053509271836e-6,2.4486376474104157,0.028529349401629912,0.0013552841746747473 -2005-01-03,0.0,14.01672201414215,-0.6976477455399109,1.2001701172969277,7.082691786863754,0.8988291437877179,0.0,0.0,2.167347782202544,0.025248133862397548,0.0008822262993570508 -2005-01-04,0.00016709886075057319,13.660842343289193,-1.4438179104377789,1.657028863853058,7.014254343723396,0.57644310155008,0.0,1.6985613627431108e-6,1.905808415338217,0.02220332395018013,0.0005745464873053723 -2005-01-05,0.01458096732678224,13.238481202013915,-2.54567107355617,1.1195671500222557,6.9415625862936,0.45973302007161193,0.0,0.00013099353657095025,1.67834077252482,0.01972139176616084,0.0003939484606364482 -2005-01-06,0.006721033894292224,13.659664853887188,-1.2134985294000271,1.142855153285243,6.993240382168102,0.29904235917510813,0.0,5.3565840680821174e-5,1.4929289852808756,0.017469907110340847,0.00026459812285831977 -2005-01-07,0.018004322203649375,12.430638090047017,-1.507063109760956,1.3891537459709051,6.554914981158071,0.25922576758039795,0.0,0.00012750183041380578,1.3212537022876942,0.015601448995086826,0.00019165497910980913 -2005-01-08,0.1848323375329841,11.020157381280336,-2.572433006565084,1.3670725902743386,6.128423451760792,0.9566124232530931,0.0,0.0012616566109941718,1.1899805687079865,0.01601563928851727,0.0003168642408537297 -2005-01-09,0.6969789161941959,10.452906901426172,-2.1183932886431114,1.3154934133718486,5.878158176896796,4.113146078161482,0.0,0.0058677361650674165,1.2315268086862163,0.022465785646408252,0.0010997132422594688 -2005-01-10,0.7397688347782972,10.176620052709923,-1.5539736816308003,1.6186994606601577,5.715005609685679,6.492127528625899,0.0,0.008312631832857131,1.7354559564687364,0.02883469251317869,0.0019815826316716928 -2005-01-11,0.16563162944200946,9.439939457802478,-1.9045848570928583,1.369769350589475,5.48151326513989,3.1374392584377273,0.0,0.0020493766383395673,2.233994050467062,0.027954014064333055,0.0016019650270734792 -2005-01-12,0.06069844582335525,7.77468577659833,-4.822182383425188,1.554717088769492,5.161967704146677,1.6675018062254003,0.0,0.0007147517154339894,2.175353708411107,0.026048493267675367,0.0011516354478346767 -2005-01-13,8.274295070558759e-6,9.693718641750726,-4.799089717926856,0.8864713105932885,5.815111066305103,0.8028405952250749,0.0,9.00357323190176e-8,2.039324422499529,0.023756844813483852,0.0007496742589446528 -2005-01-14,0.25752948924048763,8.003620338185138,-3.7325067238239513,0.7290762219217367,5.151734347647345,2.2563908240607704,0.0,0.002701018433566793,1.8373220915251047,0.024403602212504528,0.0008992726660254683 -2005-01-15,0.0094303951783927,8.039381131588206,-3.0605930114172786,0.8675093958086607,5.098431779462835,0.8052348201806224,0.0,9.63560076256715e-5,1.9109768108910945,0.022371443386848232,0.0006000558653772782 -2005-01-16,0.09773154561110377,10.725289041201037,-1.7675564345938983,1.3262494055431222,5.938403323585016,1.0218704499796403,0.0,0.0009392506397986194,1.7536600822188853,0.021567458640011337,0.0005336229510155192 -2005-01-17,0.06753548270035796,11.64563879596694,-0.3928681838065909,1.5739763505109987,6.128757069615429,0.8023141609605443,0.0,0.0006111945942798708,1.6641982125566792,0.02017352476188245,0.00044042686687313 -2005-01-18,0.04339253305531463,11.745294089379476,-0.5458365147560044,1.6222833789150857,6.184690743183497,0.563947343485697,0.0,0.0003636015474015389,1.5510819357187484,0.01857454772988556,0.0003420608972801244 -2005-01-19,0.3174604583105882,10.942122399599972,-1.2965690127289886,1.6254744078419516,5.96555225322727,1.9985514746148052,0.0,0.002681634431060731,1.4266801564498242,0.020318056971716753,0.0006309840246721246 -2005-01-20,0.5209233264563915,10.796359685951822,-0.9591860101470634,1.7596784768973628,5.870317107437321,3.8842003232916547,0.0,0.005076294422272198,1.5670320122484322,0.024323265662861887,0.0011836817607363398 -2005-01-21,0.3919218524998127,10.177946502767034,-4.462562471901137,1.5613838409389766,5.9557430716707875,3.9122145969296973,0.0,0.004340048308677735,1.879140861131748,0.026456342574332124,0.0014313576629018429 -2005-01-22,0.0943065517529222,11.545370473253447,-4.584106123999422,1.4076880302100114,6.438483599808337,1.8933307556583283,0.0,0.0010506819144080054,2.0405285561499475,0.02486938322547462,0.001091728407731854 -2005-01-23,1.0729126992194915,11.849364487844277,-1.2904200128866,1.7464358231561652,6.301115836442005,9.919655237561175,0.0,0.013971788047639988,1.9006541263536114,0.03464003971921758,0.0028380750150216495 -2005-01-24,0.07374660681316605,11.545946127067356,-2.1937994733806407,2.049421703179944,6.273523036694662,3.3569216397603396,0.0,0.0010609547425699806,2.653676244962316,0.0317726291213904,0.002008999478092498 -2005-01-25,0.013377422762458518,12.457239369695197,-2.8493081670466225,1.7869184750039266,6.657711160030485,1.5462446837152066,0.0,0.00017454612020712489,2.4354735687638462,0.0285274556076497,0.0013343414626009508 -2005-01-26,0.1283049126178349,12.494087696713615,-2.4661732206526006,1.5370702132651608,6.641522447031797,1.8876938466672677,0.0,0.001531079974356253,2.170870927247605,0.026783841455809348,0.001101723122553772 -2005-01-27,0.08301121975782651,12.83133233625098,-2.834922410017607,1.7958573843172108,6.790038475443561,1.4093313129327754,0.0,0.00092160062169451,2.038915222469528,0.024719006012534142,0.0008574972810796148 -2005-01-28,0.027897635213393897,13.505678736694856,-3.1346948972457302,1.795339584402481,7.053614486684118,0.8023131639338568,0.0,0.0002812631477912622,1.8764682038044174,0.02218457232444542,0.0006010168969088804 -2005-01-29,0.010412833951534809,14.050121538250865,-2.6371669387275785,1.7464630000436028,7.221710672278851,0.4730538079620807,0.0,9.328106530870697e-5,1.6756487363258712,0.019641475436557275,0.0004054371723102315 -2005-01-30,0.002299115628554689,14.715914260748573,-2.33051996529696,1.568242997544807,7.44791438996042,0.2827199867941551,0.0,1.812322232543507e-5,1.4788485295373996,0.01725436698355878,0.00026668007195682964 -2005-01-31,0.029748381684621492,16.171679891379352,-0.7246748252242634,1.6424604185975968,7.885890605377682,0.3105114826065621,0.0,0.0002071919754248787,1.2935108768106047,0.015415074206130414,0.0002051442319466384 -2005-02-01,0.03682188453018783,14.810768657073929,1.4821820753724078,1.8362464564804688,7.117959618468117,0.2946767954326325,0.0,0.0002280997682858263,1.145837477699427,0.013777180633578879,0.0001682708126144151 -2005-02-02,0.0039005862157517977,13.999846592305975,-0.7210014547331461,1.9592593467447463,7.04384234783723,0.13781564331668156,0.0,2.160730520601485e-5,1.0395718998057422,0.012155747787752764,0.00011282642170202152 -2005-02-03,0.012733305677856424,12.734052968643676,-2.364498061141376,1.5464376720258426,6.706925208982908,0.11668434629088273,0.0,6.261784179269203e-5,0.9185802952932186,0.010849172734656095,8.29791891406128e-5 -2005-02-04,0.0364388863889278,13.578743905256612,-1.7996323216698458,1.5886461906064078,6.974082210601485,0.16452673580496835,0.0,0.00016335699796201503,0.8252039543148035,0.010037555560905936,7.888906829025919e-5 -2005-02-05,0.8883152880505997,12.906871109786284,-2.52190794553172,1.8376581333936095,6.77769598334939,3.778908600853798,0.0,0.005691191804157669,0.7595786926267147,0.019196848866081882,0.0009179211027489506 -2005-02-06,0.14488194495890727,12.57901039516028,-2.339185849401951,1.8433193323355819,6.641303681644315,1.6998858043715683,0.0,0.0011810523158503061,1.4578343109317888,0.018670558968180997,0.0007773561581474088 -2005-02-07,0.014632643668140688,12.54503438941559,-3.2201037211206365,1.5674703710178988,6.688620910667121,0.6727837732730665,0.0,0.00011134563879081592,1.4216048593547534,0.016731194242239445,0.0005229763416083981 -2005-02-08,0.03359888617413845,13.019637231985294,-2.9484752645332564,1.5347126197636063,6.840903916891911,0.5044887573537725,0.0,0.0002306449203767491,1.272848331399889,0.01521922531507373,0.0003755521148999578 -2005-02-09,0.030363961577224607,13.061868498660564,-3.554721180883336,1.5356973125446771,6.889721683048368,0.3822255519871636,0.0,0.0001889742015074962,1.1544881584045918,0.013802724776383288,0.00027324088970996234 -2005-02-10,0.0409077287067001,13.364136707150235,-3.0824395023929285,1.4553108292567452,6.969469894854176,0.3415185258991481,0.0,0.000232071992740647,1.0460935441838854,0.012662828675630265,0.00021320336612958772 -2005-02-11,0.07481133806564227,14.250873149103755,-2.0300782587031514,1.37849871581978,7.224583747353653,0.4119234049031333,0.0,0.0003961134750118389,0.9582590839539055,0.012034570786755043,0.00019909949907181076 -2005-02-12,1.2069514128905166,14.150580383158387,0.07646272978999111,1.7674429178601845,6.996196687431017,6.495865675143959,0.0,0.009708620924381295,0.906254726119889,0.024617420385737103,0.0016078853755686223 -2005-02-13,1.990521572415636,12.80328457719756,-0.6385669192974353,1.84611656668194,6.551636747890194,21.49146259520645,0.0,0.030432090727096517,1.8613450845226427,0.04487163794065927,0.005680393189577179 -2005-02-14,1.095029600433587,12.324201072339466,-1.183561612255594,2.010784195624616,6.424255327975828,20.74683025109325,0.0,0.02333020982838585,3.4200900119062783,0.052598085694047614,0.0072500380870636335 -2005-02-15,0.6895612156765772,12.399252693187716,-0.8288070824386924,1.7413975926819667,6.41319682847772,16.77792333089004,0.0,0.016174920370202073,4.017994408304319,0.05483983490557521,0.007182304618276993 -2005-02-16,0.756349580973167,12.973147796968439,-0.0920780937919858,2.1057367000073732,6.547929754565717,17.870197950386647,0.0,0.018589049200843255,4.189881123740611,0.057620237957381866,0.007505800091501574 -2005-02-17,0.12334823822030322,14.080298034320213,-0.6497044794384176,1.97139821630483,7.028385530076735,7.973082874763438,0.0,0.002953473890300262,4.390563141898853,0.05258401060693153,0.00533563311787006 -2005-02-18,0.07326283254440731,14.935058740284395,0.28224909732644843,1.7893402527535722,7.262224296543118,4.7626396507127,0.0,0.00157642942600629,3.970254961713413,0.047104243897884604,0.003713281053378716 -2005-02-19,0.33291419769882963,15.18241809830714,-0.12706163758911165,1.8268835487624768,7.396233578975925,6.853016235803055,0.0,0.0066215467180101295,3.5409249113754115,0.045127602127565225,0.0034253997482086487 -2005-02-20,1.7567572129542228,14.284752546701624,-0.019688516014266747,1.9429135968048887,7.034631148886495,28.915601981601828,0.0,0.04025015267571175,3.3836688311388703,0.05988248214558501,0.008358454595030727 -2005-02-21,1.0361681820239064,14.705538257980482,0.19344625560175085,1.9317446838271344,7.172304219315065,26.181549960195824,0.0,0.028129881459670658,4.519786210252174,0.06472310599224948,0.009724151103628021 -2005-02-22,0.1471486086297524,14.833817688040098,-0.6136999746023729,1.7615491068555122,7.296991110478827,10.704100085514265,0.0,0.003919619992346995,4.871321442733423,0.058461777422950514,0.00692678538099622 -2005-02-23,0.1558965673241495,14.539228405332825,-2.070156472270819,1.8265435923258384,7.297062997385949,7.321282894497695,0.0,0.0037463479885937734,4.3901900144341655,0.05295882991590721,0.005079448549466064 -2005-02-24,0.07180578959014472,13.738408517285139,-2.988471879766682,1.6816587438182582,7.057572223676001,4.56110862866477,0.0,0.0015476671398921837,3.9776115745291656,0.047172969891385336,0.0035421374570617694 -2005-02-25,0.08714431528778052,14.57168633260996,-1.110136145639954,1.5772487088756766,7.229840186534271,3.514186489263804,0.0,0.0016842677861700073,3.560248761935385,0.04248965921331152,0.002562219655899108 -2005-02-26,0.049213442295422634,14.848244440108154,-1.3451745604974312,1.5497039225800575,7.349451599035971,2.32834035707003,0.0,0.0008490886860894123,3.196496313055277,0.03781032054685066,0.001797170867549438 -2005-02-27,0.011393531331486344,14.761018695521347,-1.8253541361535797,1.3157126190388173,7.348505373911636,1.3404103636701754,0.0,0.00017334394150702453,2.838240269591611,0.03319630391362607,0.0011962679436154664 -2005-02-28,0.09170475776216504,14.905456877252199,-0.9027138337238572,1.5681839098926085,7.3281047612366255,1.6057011507784793,0.0,0.0012439551061014381,2.492278136233961,0.030101650755588197,0.0009681247483166936 -2005-03-01,0.22001522009612756,15.106836209955313,1.0594209607189935,1.6057879990476216,7.205607257898936,2.523696290690204,0.0,0.002786504902390463,2.261047185540881,0.028902696767394577,0.0010544902451874317 -2005-03-02,0.4940956049804006,14.440859111190072,0.0634778779970797,1.3098785911084452,7.052107785057269,5.032429281958807,0.0,0.006396837489595075,2.1762438703179656,0.031107646444199936,0.001660436595631179 -2005-03-03,0.5527203183761064,11.385112169192462,-1.3103257008147169,0.6762034753778922,6.037817115477561,6.5326205369353385,0.0,0.007757947976305357,2.349102411578462,0.033804269592757945,0.0022621283693198373 -2005-03-04,0.7878199673355967,6.722510227076884,-4.357660070556545,0.2842402519638665,4.686063476494456,10.206925823283692,0.0,0.012636707070181497,2.602737166990882,0.03949769441643858,0.0033966645795015624 -2005-03-05,3.2957696208943634,5.941181041172631,-2.768451083720375,0.4591797074212984,4.240832361077388,58.267648920110936,0.0,0.08463337640905566,3.1189460338483213,0.07472709311819385,0.015097750829088354 -2005-03-06,3.867920661216708,9.716013674333988,-1.4092610827813754,0.7618836313693679,5.424766227738661,123.17418940854327,0.0,0.16590600825076063,5.9458793445031235,0.11432412383369696,0.0350895668495636 -2005-03-07,0.13279569591895782,12.329564725694722,-0.994093789021654,1.2061560810217022,6.342709418851416,37.08831478168338,0.0,0.006492996658616718,8.8880534720834,0.10508678358706364,0.02383031347050434 -2005-03-08,0.20226756796081866,14.511899639777464,-0.2646323714674401,1.4828660355970558,7.090145706052355,22.50513132276065,0.0,0.008953464771129876,8.028534384194806,0.0958832685687948,0.016875711323803638 -2005-03-09,0.14193883594704956,16.212278038843152,0.1718292911281248,1.7158739869879842,7.699636666433596,15.253894938438789,0.0,0.005619643186310336,7.221175449187337,0.08577529487504805,0.01184096860640076 -2005-03-10,0.5551023662020415,15.658595875115779,0.004921766944317307,1.6542767590982657,7.496698159764753,21.167752151289964,0.0,0.020036805809233393,6.38473561228061,0.08084441255939875,0.010758813721623404 -2005-03-11,0.5047635570059064,16.730680639941074,1.2328124689238984,1.1998859555539274,7.78966486884755,19.426215798346306,0.0,0.01719488162618754,6.042921503613482,0.0762760966453374,0.00962165681283821 -2005-03-12,0.44734322726595777,16.317971815698584,0.09750488344304156,0.8614669207904939,7.734584512676307,16.658115790351516,0.0,0.01424577674962324,5.669347555079201,0.07125530518715406,0.008432376327570833 -2005-03-13,4.89583225272961,14.299958584978032,-0.3574179665109272,0.9208267737062286,6.999007162932087,141.320164738815,0.0,0.2065385262845858,5.302846565961755,0.11880770135203632,0.036937622448795886 -2005-03-14,7.838244607519423,14.102747941811286,0.5356888624315935,1.2385495580561725,6.824406470021681,401.6680090391712,0.0,0.559622302047881,8.95712382223205,0.1956546678224908,0.10925541882664082 -2005-03-15,4.1949862381072185,14.062213699722989,1.556889885904141,1.2532961036831567,6.676054265452148,364.1572926015071,0.0,0.39747272248907617,14.762914674896818,0.22084670671320225,0.13164123643942968 -2005-03-16,0.13107597286418488,15.044827632389078,1.7462622960040937,1.0286555269809188,7.038067987996116,119.37077151344594,0.0,0.012339014728921127,16.697954489951954,0.19604680771064176,0.08757105505835448 -2005-03-17,0.21233994483368449,16.91300351589604,2.1492080254400148,0.9623796567535428,7.73271209554815,71.1377345994891,0.0,0.017563806868964776,14.728955757557253,0.1740559761886787,0.059678990065982665 -2005-03-18,0.21674920206340986,17.218726423003552,2.5245111843654984,1.2019696710716197,7.80610271299521,50.25256436692765,0.0,0.015624064092744527,12.905568035384624,0.15286610894502609,0.04122721218987223 -2005-03-19,0.5602340518209338,15.811144891368695,3.5773096934276643,1.4039470085018428,7.072926423772117,51.24379441069445,0.0,0.035838033373642664,11.32696314891645,0.138477796981863,0.03229384746622879 -2005-03-20,0.24595290321741106,15.851044574934935,3.4606237972326066,1.5965093258058212,7.103997712319709,32.474857380969745,0.0,0.014234763976395143,10.417990312091549,0.12422771648005182,0.023189229992553812 -2005-03-21,0.11976910287349013,15.92313003924674,2.3096109988255087,1.5556916172736401,7.295831132552983,20.109993898339894,0.0,0.006159997672649797,9.344662830895269,0.11025422239918688,0.016033049477479033 -2005-03-22,0.09821031861900976,16.924127488393072,1.9400149911841509,1.3347029708282572,7.739561746421772,13.77486815795861,0.0,0.004449289926323555,8.265971745455113,0.09743705654318141,0.011114231776310886 -2005-03-23,0.4319287070373394,15.992626756999073,3.760340842319098,1.0261010085379618,7.102827560449229,18.960308313159533,0.0,0.0175048829570294,7.244129488212826,0.08942087949183516,0.00990021954400262 -2005-03-24,2.4021681722451835,14.01225337823049,4.540522817833784,0.865639393418808,6.111075366574067,75.25278642120783,0.0,0.10374377630415976,6.734178865480579,0.10643225555032872,0.022241100142231483 -2005-03-25,2.6586715824530502,10.565303788695301,3.2534980524215,1.101454105406543,4.897020104535938,110.8288337352992,0.0,0.13816090904059664,8.167620553100832,0.12611897145279732,0.03551495028717553 -2005-03-26,0.6082559939840734,12.4085974454995,0.6079104605259347,1.1245561626132108,6.1165897855668305,53.84050413485128,0.0,0.03404370320417971,9.901456174010185,0.12243102922924888,0.028302220168283265 -2005-03-27,0.5561727344458256,13.314322072182806,0.4669450934108392,1.1249249730561284,6.478665784045129,40.27462784959483,0.0,0.029434318661508474,9.390103683056731,0.11586738431351772,0.022905224969016227 -2005-03-28,0.5640837880814193,15.334280570668447,1.4026211627730472,1.1896787617093243,7.146104370102979,35.147302376089996,0.0,0.02806872111092007,8.825942514349599,0.10938744718407932,0.019184102352277514 -2005-03-29,0.2921467528739131,15.393270960526376,2.2566785277418973,1.1628062005137003,7.056088448834207,22.966396335208945,0.0,0.01332793520176867,8.225539244396977,0.09922527340693636,0.014517324004045814 -2005-03-30,0.0001682302885625982,16.8694615675122,3.3985286295676933,1.2565777407678504,7.492188082527309,10.362390515237289,0.0,6.833857679510889e-6,7.477079937148143,0.08710487730859529,0.009451136168192622 -2005-03-31,0.014010794247635778,17.419461827141916,4.109303251578186,1.2103012085197729,7.610907592793686,6.543920266802603,0.0,0.0004944609754240891,6.51011318618953,0.07600162601756445,0.006227534430179851 -2005-04-01,0.18650371496374324,16.622492061782197,3.59708489644795,0.7145516013599513,7.352166966500843,7.878956861646576,0.0,0.005804917649542329,5.669033016813517,0.06821303736027814,0.004937716687017186 -2005-04-02,0.4450165732813067,16.229425910228017,2.86360231938003,0.52212942043695,7.292999796800104,11.923430343605418,0.0,0.012812887899147363,5.115367713802531,0.06477471126668723,0.0051651729555675695 -2005-04-03,2.636360004565161,12.95146499771364,2.5506600885700217,0.4114563822089962,6.007477028951012,61.73816024229266,0.0,0.08818414714470402,4.863690052971022,0.08737050388605314,0.016789623961377544 -2005-04-04,0.3661461103682042,11.016901776511874,1.9565811212309088,0.8258324215983284,5.326405354903572,25.058051089335827,0.0,0.013708504050740311,6.721728644558234,0.08256894074952253,0.013016578341381533 -2005-04-05,3.3093405873500967,11.922880970753104,1.208548099998302,1.2843811219058336,5.80762635550838,104.93168654476716,0.0,0.14583144398965553,6.436278077409394,0.11352985738618893,0.030678172408696466 -2005-04-06,0.16554349989350192,16.54905644114489,2.9260601517729103,1.6013685814788117,7.396781772747124,33.73586123442006,0.0,0.007991839767471864,8.761799663765816,0.1039975019618545,0.021186924030486217 -2005-04-07,0.3800260423026957,17.2198242228751,4.503943786002051,1.8349103448741912,7.4336744184824735,25.684936923175723,0.0,0.016488999607921773,7.782952286846466,0.09509316929319088,0.016302385537581482 -2005-04-08,0.2122170227571325,18.184910189259554,4.716872418774756,1.9589063546381218,7.803004748524406,17.079273001553286,0.0,0.008316472986761969,7.113492553101496,0.08533955534370312,0.011878392642755092 -2005-04-09,0.6691439362454848,19.072071320676773,5.528248001813028,1.9479128487041688,8.047400823222501,24.099664622098835,0.0,0.024196551243993558,6.339365147069747,0.08164438442433394,0.011416557703931558 -2005-04-10,0.9446286874689348,18.655015931031386,6.837048702088633,2.0376577512728717,7.624100730854962,30.626433536375487,0.0,0.033293609851081096,6.036191560696768,0.08132182824664533,0.012501086427046998 -2005-04-11,6.349549542122391,18.920276984591414,6.6997645212823445,1.6289894459408023,7.764575450688029,219.89440588319334,0.0,0.3210312850082513,6.063217903629526,0.14460033440256936,0.057019375389629263 -2005-04-12,1.0726518294414642,17.682921429839453,4.508292741522882,1.1350010070514678,7.606031913413786,99.33726238019355,0.0,0.06650487224968837,10.726845338981219,0.13745615099878594,0.04724328273186221 -2005-04-13,2.208926813538862,15.710990771824866,4.296908844731293,0.9836169368761546,6.8082066718583025,126.13920804056161,0.0,0.13789709236343395,10.232116003047803,0.14492972332376924,0.05175002606403175 -2005-04-14,0.2457775799039408,16.69875344732735,4.9177285724533135,1.2922058072720908,7.112757294712498,51.86260742848816,0.0,0.014982103810350839,10.95835244803343,0.13052052701463238,0.03596808134935856 -2005-04-15,0.12261510714989418,17.612559736753855,5.953154578046474,1.5028097708068435,7.312808150760184,29.257358650329312,0.0,0.0066330517931609545,9.81424154350538,0.11575765040912742,0.024423510582931622 -2005-04-16,0.08144517971411383,18.788813544475428,5.684692934331605,1.2724986947713888,7.867095993801241,18.921121795479998,0.0,0.00387243993995548,8.674046369972986,0.1019955470427274,0.016488193672168777 -2005-04-17,0.8032708996516652,19.507584248803244,6.399760876385717,1.1459087705869957,8.051422410622994,33.73670851857213,0.0,0.0348145013822686,7.562559853003743,0.09745626264860642,0.016034061278943842 -2005-04-18,1.6278104304787775,18.5405262358468,6.205924423912609,1.0874868419416923,7.658587567478839,58.86618579311271,0.0,0.0710136701938382,7.200564306226049,0.1028445868125569,0.02125030065018137 -2005-04-19,1.4523022761036732,18.203686745861923,5.9340709779353515,0.6465419186970285,7.557081857779028,61.4549537933555,0.0,0.06635428718627301,7.657059780154754,0.10611789879136446,0.023936367422524866 -2005-04-20,5.768298098377872,18.418379456320764,6.025563414822406,0.806019310639443,7.629580292496434,243.62211547546937,0.0,0.34269117097852053,7.915841163317918,0.15941095504288455,0.06776124347583212 -2005-04-21,4.470800348787726,17.92733135743827,5.863516545809079,1.3578605406747013,7.441602286838406,293.1710404070615,0.0,0.35035056459928704,11.85109306504561,0.19013900454012944,0.09745543384688901 -2005-04-22,1.1757690527718816,18.93249310131992,5.577355426112996,1.2043684776306014,7.920162332641454,148.50947351850482,0.0,0.09674053645817593,14.172455109194015,0.17879641715719127,0.07816908283425562 -2005-04-23,0.19227803317954187,19.245580423742553,5.969223078187878,1.3207023465392702,7.9849882802441225,67.42634586466806,0.0,0.014179651543171051,13.204147689659742,0.15605928716441836,0.05304346039895311 -2005-04-24,2.6984613515128797,19.87118739401864,6.6908626531297335,1.1735450904172613,8.127870628341643,161.50674631116343,0.0,0.19229267364964864,11.52035277833527,0.1656395551571919,0.06380819994337095 -2005-04-25,4.302943786375431,19.75113861990632,6.9129900492502045,1.3256609046055063,8.03049127773853,277.20487805025147,0.0,0.3435395702633244,12.187412643594556,0.19210148458934373,0.09384511379512726 -2005-04-26,8.48652889594798,19.885178733721357,7.663728760864784,1.1757258660651548,7.9423055741252995,658.7375770715065,0.0,0.883052283786439,14.146979190548315,0.26366504104052096,0.1955465137303732 -2005-04-27,7.548510689595227,19.446860949794733,7.753410304532835,1.314232518493878,7.7218342332697345,838.2789369752746,0.0,1.0075374652587659,19.39000290321215,0.31381543969561926,0.2807040529975169 -2005-04-28,0.3844101461896179,18.28857781705319,7.568589846752476,1.7093900056354792,7.231484163409295,278.94749912448634,0.0,0.05163495203544799,23.127253426872326,0.2738949577428033,0.19058732965162534 -2005-04-29,0.2565155476111509,19.478104392556926,7.584024219672438,1.893744002866844,7.762478959909456,151.4574834769453,0.0,0.0300480881488272,20.431542921810802,0.2410018705250228,0.1286386593140705 -2005-04-30,0.1606677169474942,19.7931893821006,7.4353307275482114,1.6016389610553834,7.92925627013544,96.6047764066838,0.0,0.016208154585243773,17.80821044440606,0.2093252614556942,0.08620565217206365 -2005-05-01,1.0944418401053495,20.41787751488759,8.175199376114147,1.3379089011292489,8.059473514687095,121.20857538312642,0.0,0.09794929130327734,15.436047168824883,0.19256900195510857,0.07103005448555538 -2005-05-02,3.5474245095121426,19.31245479808243,8.221993767758146,1.475528942252368,7.540495233665031,258.94324099132956,0.0,0.31678670783619944,14.172712762634381,0.2064275985520652,0.09447268315544248 -2005-05-03,1.4158456289029382,17.679304463465613,8.130517172180388,1.3894861275444528,6.802229213346316,163.47823284116882,0.0,0.12730707255797968,15.345692621491416,0.19526056914390708,0.08088165899823171 -2005-05-04,0.8136380675695171,19.326583813111547,8.481554229628998,1.6223202124478906,7.4813954411664,106.42020691710468,0.0,0.06879373629930352,14.739937699245731,0.18118862428272497,0.06312502119824043 -2005-05-05,0.2907971898244058,19.97886342089188,8.598195566584998,1.3016937945518388,7.753025139290328,60.13367758047191,0.0,0.022027479311494347,13.499162629264815,0.16064369287130437,0.044445431056999864 -2005-05-06,10.27904893900607,17.450465284069892,8.273467515661821,1.21895191439077,6.64929328444979,675.6431617042895,0.0,0.9874938639059181,11.91245471203468,0.25851598870762127,0.1792924155217509 -2005-05-07,1.3587815031268244,15.753921861819315,9.074416221146489,1.1097284259471747,5.5872501865378705,276.16458488451656,0.0,0.15623144618199114,19.528229281475124,0.24331953025972106,0.14049948141980895 -2005-05-08,0.4116804558711009,15.498652112793641,8.198846309891263,1.0808750172878587,5.72888338929775,133.8740312949075,0.0,0.04428006136996521,18.787068588534954,0.2236524243336419,0.0982008524131795 -2005-05-09,0.4424141359373185,18.45287748722824,8.785708725406769,1.4328357982117577,6.983115661173641,95.87402709824761,0.0,0.043470990124059194,17.23114534559537,0.20588499883544853,0.07054323991598205 -2005-05-10,4.879485192273988,19.391785306204945,10.474802286347023,1.3389513611086703,6.983927242663001,371.0017180380821,0.0,0.4933773249203295,15.479476040595944,0.23716811059482526,0.12104431994162779 -2005-05-11,0.3750998603833359,20.985961017421783,9.984285634567284,1.9301701875521708,7.884626914625399,132.49987910856828,0.0,0.03808516694026237,17.809435623640137,0.21183752321446142,0.08459319249055242 -2005-05-12,0.3506493215619028,20.49338674602161,9.346840195366141,1.677812748293585,7.798118075890554,79.76082276691147,0.0,0.031019690474328676,15.633925523586168,0.18620947165834018,0.059789398554012746 -2005-05-13,0.3828860536356789,20.56784847653993,8.847274690384861,1.8715272210179317,7.94090012269294,60.45819359620257,0.0,0.029736814482892282,13.78164796099604,0.1650072285752263,0.043447957658260976 -2005-05-14,0.2537300458588992,20.92219387290448,8.955095552632407,1.6630339185959675,8.077462230953001,41.442664771086214,0.0,0.017263257881144967,12.187459605527456,0.1449314338497442,0.03091116442075094 -2005-05-15,0.8111269509032573,20.554593884579283,9.019519955762563,2.0384197561646142,7.890180514090315,53.59034916541594,0.0,0.04948194493093272,10.683538806171681,0.13390507149859146,0.027656072316286487 -2005-05-16,0.7583668812939999,20.745725401214106,9.315599227890226,2.0043127989792,7.909545114194812,48.92875308684317,0.0,0.042815867819219866,9.912343439896222,0.12430654868065855,0.02452215162866014 -2005-05-17,1.4425398599129984,21.596788049655288,9.444818453919543,1.7174723216777432,8.273759345115124,69.90623241085287,0.0,0.07842771245586344,9.201528262361307,0.12399618510627451,0.027904545988231257 -2005-05-18,0.7994689275847098,20.827818453670183,9.108984478065796,1.65631478016822,7.986974831500091,50.0956200016484,0.0,0.04160113749863581,9.111489594196197,0.11545595474681837,0.024498935674544458 -2005-05-19,4.6766652365109405,21.497588803816924,9.383125442624925,1.819276191349685,8.234296327796006,201.4573078692636,0.0,0.279726927840942,8.53589287857108,0.15391735405532753,0.058540212790692034 -2005-05-20,1.8259259523847424,20.741735324547832,10.18288392995596,1.3287294947162198,7.689470862094303,135.04524645980018,0.0,0.12323663116309636,11.305791897800042,0.1529756197170005,0.05687152478265799 -2005-05-21,3.662994697719028,20.551994375405297,9.2995955690564,1.7652009631531105,7.806900618402813,220.46711907172656,0.0,0.26794086025484054,11.36172860120916,0.17502785118838457,0.07781864388506482 -2005-05-22,2.6059696823464686,20.900186536462893,9.166386840527224,1.7415583355561974,7.995267103574708,201.9256115708416,0.0,0.20680481862116684,12.957612179044192,0.1813051885080673,0.08214536841627983 -2005-05-23,1.482263910041089,21.194845847738584,10.113565325561245,1.5964242457613185,7.913737503949206,142.68026634914753,0.0,0.11629994172956493,13.367560041423172,0.1729903922381059,0.07118115821195105 -2005-05-24,2.5348997577843373,21.885811600352394,10.726213121083422,1.7460036106954144,8.09340259307974,183.43295418861828,0.0,0.1980040857045462,12.780053359926809,0.17840883202388516,0.07648463560679866 -2005-05-25,4.051348435980079,21.51156096152055,10.927873573359749,1.5290632703617602,7.859020755671229,285.8317479914559,0.0,0.3428607971975284,13.12926282047867,0.2001424858543293,0.10199352439288954 -2005-05-26,2.5661005682479714,22.7109903214768,11.183783329941368,1.5885307368731258,8.37433130491117,238.0972241697219,0.0,0.23098995264037425,14.785926711455707,0.20213936643648006,0.10156462334430387 -2005-05-27,2.4127248076966747,23.84151904207055,11.914913742656756,1.9772170339264192,8.743345514425027,222.15791930717228,0.0,0.2159237240042966,14.774845632028592,0.20022355562639302,0.098991373039648 -2005-05-28,5.443331322515917,23.49157391294605,11.976336487060024,1.702460048490225,8.553614782744509,423.3078782379532,0.0,0.5284466323579711,14.524601796781331,0.2326128978889942,0.14490253767247405 -2005-05-29,14.233335238881637,24.29151895417542,12.022696213891836,1.1009741955413663,8.931265415509932,1421.1885889930916,0.0,1.98265369807363,16.914981113003833,0.36285679081993144,0.39621305650359756 -2005-05-30,9.629287196944812,22.550698052476395,12.513223750209141,1.0224704963592526,7.9353743202771705,1528.601886878442,0.0,1.765411565114455,25.983298125860216,0.4148625009791842,0.5267260686484853 -2005-05-31,3.902918371149904,23.183521229287305,13.071844339284404,1.3903825366993123,8.096409812961015,945.6381980408355,0.0,0.7521434480698894,30.256495059208984,0.3979340325686977,0.4573988658058292 -2005-06-01,5.5017056734781375,22.022363987657762,13.037882891421086,1.2534472571940478,7.502589391968916,1030.2152995145748,0.0,1.0415004494087112,28.952073992904392,0.4013631998637324,0.45632899320363224 -2005-06-02,5.966090249227295,22.662103947665656,13.266850121023305,1.1266604358193384,7.764207753185874,1121.9835237291363,0.0,1.1643561961418767,29.573083712716336,0.4140073083417729,0.4743391587883427 -2005-06-03,3.2590080510062083,21.484551743791037,12.888432546709387,1.1356371164826824,7.263029159552968,787.533229901247,0.0,0.621992567158546,30.308560770768516,0.3910394436956163,0.4034800553586527 -2005-06-04,2.2093374417155136,21.404197056683213,12.947929782436187,1.1999132193291449,7.199549489952197,561.5561656421506,0.0,0.3938872572503289,28.978633084658146,0.3633187350975883,0.3226217062138564 -2005-06-05,3.959410396467616,20.67065954732184,12.358540626026395,1.0306573200298506,7.001038538846383,678.1926043632545,0.0,0.6769167340334175,27.002149200830875,0.36068120110690105,0.31308214024391395 -2005-06-06,6.943160087378033,21.548058894062773,12.183390100059738,0.7743577619244776,7.505169792537345,1063.6645982595833,0.0,1.2531727898130818,26.922560260114675,0.39451270705206565,0.39461582857075933 -2005-06-07,2.8971028141487416,21.849475785865675,12.448568372636062,1.184354200587775,7.579213117459235,675.787699503001,0.0,0.5251759721553668,29.078656454168943,0.3724959404244045,0.3368421575411293 -2005-06-08,1.5731386945045434,22.013695185272628,12.982409941775545,1.054150602521944,7.5010787554126095,426.116060848405,0.0,0.261117598138942,27.447525894305716,0.33807108869689817,0.25902742473518964 -2005-06-09,4.622004380129266,22.180760156373466,13.626896526749231,1.1611435509905688,7.382305163893302,669.4997028292972,0.0,0.7394021744892827,24.999472014823798,0.34507013934865216,0.28119958332747647 -2005-06-10,4.11570355059025,21.031957488888324,13.288456553868553,1.464516331609681,6.876072414921425,662.9629307364327,0.0,0.6669520806115825,25.57170097614716,0.34583815743520835,0.28460101939525023 -2005-06-11,2.9179634982699154,21.723524310778245,13.477420650539047,1.4031924142740952,7.18351235218186,532.8440764990974,0.0,0.46766596878104405,25.901937045754053,0.3357323235392503,0.25647093986581054 -2005-06-12,1.371488490923772,22.25716566691065,14.163888797330749,1.4479839846206382,7.237767225457709,331.10072036917757,0.0,0.2048554451340665,24.996068061944005,0.30716417685148834,0.19814279553069905 -2005-06-13,3.1779230967277616,23.379889959387263,14.260929316153753,1.3949631945724286,7.811281506946005,437.1096505579375,0.0,0.4499761280232537,22.875170265866117,0.30350089364976635,0.1974971600824793 -2005-06-14,7.2769317572207335,24.035930624262384,14.057813488163864,1.3144927102804262,8.219942881830006,875.3512928631209,0.0,1.1016063620792593,22.33685680005814,0.3449805812462081,0.2962972112952192 -2005-06-15,5.68181956339631,22.142906926584047,14.22698159328284,0.6730047396795652,7.148863305081561,868.3910284640708,0.0,0.9330854186758053,25.11368402702961,0.3587467610855063,0.334951597871252 -2005-06-16,21.59093284152254,22.149959154730396,14.422742940079551,0.7540932891473437,7.081826139361408,3542.326791089782,0.0,4.998222668127518,26.69743000745598,0.5625267246994594,0.9790909865053135 -2005-06-17,10.843604742279847,20.45421041754687,14.47963417895268,0.8667258574658561,6.084730409434291,3068.4356464041575,0.0,3.270855567343933,41.35235465530244,0.6080475781358787,1.1353782947945408 -2005-06-18,5.514261890224134,21.32942253862405,14.166758539437303,1.09832748720857,6.71440141305471,2082.033459010912,0.0,1.7307009308003742,45.55111766420346,0.594877088629534,1.0026026911617651 -2005-06-19,3.615582095597063,20.95251340761116,13.988235148413697,1.1272612268717266,6.568094981434169,1461.4345899046625,0.0,1.059788460081521,43.97403048602382,0.5543867573017476,0.8140156787207972 -2005-06-20,1.88385061553509,21.254932917905954,13.519958503962052,1.114933982340929,6.904784314322663,926.2345000206235,0.0,0.4992062841413387,41.259873554132085,0.502595168206519,0.6058974795504443 -2005-06-21,8.026495614250582,21.872289559435156,13.668017598564568,1.2753672301504766,7.187608594640216,1782.636726116205,0.0,2.072657992017259,37.269949408300874,0.5276729082482035,0.710003580273139 -2005-06-22,5.819586151079957,21.63895571718375,13.687238433683136,1.2603070759577393,7.054002352026981,1578.8085394998004,0.0,1.5213770951434107,38.80941421752533,0.5198976300455289,0.6938310983398899 -2005-06-23,10.525207399132793,21.49986798607933,14.089931844748815,1.0208075694203826,6.83403835568925,2450.823107076456,0.0,2.9108022739106296,38.37570747490898,0.5696625409507685,0.8948640818894797 -2005-06-24,10.793225777588694,19.506967452855587,12.98355988753183,1.2071091620223708,6.132455593227607,2926.613390239958,0.0,3.3185554133823967,42.088479591057414,0.6160360542887111,1.0878135447742687 -2005-06-25,2.312213480776569,20.416526929370008,12.7112583284688,1.5999379650112648,6.726650752929301,1374.4275003315204,0.0,0.704680053869764,46.06596429059784,0.5635730077197081,0.8154134387176627 -2005-06-26,2.2154644718985512,20.75984168823075,12.844869171448373,1.4064802366838949,6.864348509850643,978.3487899207039,0.0,0.5984836004929353,41.76199261706528,0.5123075920845628,0.6219237936331463 -2005-06-27,0.6322556310813423,22.36907010840403,13.16986029501395,1.648530753188444,7.6066252988710366,541.1352241501094,0.0,0.14913125998096866,37.99752629441055,0.45001079805423566,0.42755059665674866 -2005-06-28,5.577799658625146,23.604111923676484,14.094226191519724,1.4400971247221708,7.968302846024993,1082.8190918236317,0.0,1.2137928133451865,32.97911813459575,0.4491619802593011,0.4631332305079161 -2005-06-29,8.630949342408185,24.018640520582533,14.660646736830904,1.319937566100814,8.009804995488219,1649.1481578765952,0.0,1.9539372064951106,32.657669533131134,0.48098444786915623,0.5989937706308036 -2005-06-30,10.961002992815347,22.667751378661087,15.142973375151485,1.3845439271341595,7.098263983525042,2308.1219892585636,0.0,2.7545065709008103,34.85668653781891,0.5337450537631886,0.8093311091952975 -2005-07-01,6.562875477783103,24.007298925378407,15.308173088978613,1.6322664665626976,7.788292165864747,1845.4970611564142,0.0,1.7601156728435834,39.3160249500861,0.534458119261913,0.7948401265688549 -2005-07-02,6.715532386047147,23.278448653128933,14.818714336496885,1.4526659739808958,7.5553281421214695,1792.6686913133447,0.0,1.776134908183276,38.7557552350402,0.5297097061119027,0.7878463431848126 -2005-07-03,4.179748176694243,22.97787951178492,14.759188847158068,1.3411715416649306,7.410449073584595,1317.543347791449,0.0,1.0608010140090762,38.630736909281694,0.4987131585621467,0.674373566029893 -2005-07-04,6.433958946040434,23.076484477333604,14.764468064035244,1.0860472203057876,7.462954627927452,1546.9899623489412,0.0,1.5889292428898258,36.57885972290014,0.5010702077766286,0.6809234461076414 -2005-07-05,2.8213814499206973,24.072031219771162,14.769216960731859,1.2733667878207409,8.002836409633955,972.7707946850345,0.0,0.6614167970995166,36.70208970470191,0.46042167233743214,0.5439596383571833 -2005-07-06,1.1375836550797762,24.838842987427,15.277063003116972,1.2846613167040886,8.252539301223011,552.2508646325228,0.0,0.2332134588303416,33.423498825646014,0.4026132049817838,0.3896023527925598 -2005-07-07,4.443562647514382,24.824145587018705,15.207412047664475,1.2968182074722667,8.267231489512945,814.1305046278213,0.0,0.8320719594138364,29.18412917687626,0.3917398359587876,0.3803080682190945 -2005-07-08,9.904562697311928,24.05209198388888,15.535621983528259,1.3359721187921032,7.734571850331161,1596.9239010539025,0.0,1.9897938525256968,28.407030742274245,0.4463041176812976,0.5505381868249841 -2005-07-09,6.246538698946786,22.400438800942755,14.361903270744762,1.1969907248206344,7.23237868711232,1365.06563456236,0.0,1.3585537536237773,32.62396028614088,0.45281498877689874,0.565234362973981 -2005-07-10,1.1541708227437786,20.473296032497668,13.307985944275341,0.978621719857554,6.547334598883385,610.6479505788717,0.0,0.2369070633724908,33.451578961584886,0.4031335488185684,0.40401360446249845 -2005-07-11,12.008165047753534,20.74760122554223,12.801253757158685,0.3904305327035633,6.872302803758216,2024.1269932710763,0.0,2.66469984121707,30.31382284289489,0.4930224970631874,0.6687337837954369 -2005-07-12,15.209005461374323,20.000849766338344,12.825444135390255,0.2996734941699296,6.462680801868291,3389.251974941411,0.0,4.283025588373816,36.61118646804279,0.6036701416140267,1.0874681809161466 -2005-07-13,10.487570232825993,20.42646124005095,12.919355628428226,0.6647543311202757,6.661127100711344,3224.667197722816,0.0,3.454007961548177,44.84810344481676,0.6446231231792721,1.2338144123209727 -2005-07-14,8.565582476399836,20.654180047577558,13.235550095574505,0.8057792025028578,6.674630349919591,2946.131756841467,0.0,2.9432698127869266,47.477650888142655,0.6528657143486164,1.2513115025061068 -2005-07-15,11.670741400534904,21.04018641164858,13.653739632089255,1.0447862221657644,6.737916819660826,3768.1123869763564,0.0,4.234375288302932,48.02664911027237,0.6954341703854096,1.4592911677565819 -2005-07-16,4.868296602146038,22.332156862865144,14.509994557681198,1.3656738896765184,7.146513749381345,2343.9155905968873,0.0,1.736157367208924,50.823497020493676,0.648771679362173,1.2142855706051248 -2005-07-17,6.597878354231462,23.25339393141061,14.776825316189887,1.456704596649675,7.562391083502507,2344.5274822737156,0.0,2.1944390790217128,47.21445696236449,0.6268772629286625,1.1245786028547444 -2005-07-18,10.438472900666,22.9589387830832,15.061428313973508,1.274054245420168,7.299509475186266,3138.2373465632063,0.0,3.4747160311223553,45.28423340498254,0.649131791184125,1.2611246623222145 -2005-07-19,18.937395247038328,21.08329445362337,14.862200900442335,0.8589955239164927,6.29691618750202,5851.193326799109,0.0,7.375900977392494,47.06675088415501,0.7689036022174875,1.9440227689043574 -2005-07-20,5.451273519165863,20.498478397830922,14.325836380019526,0.5062091542143955,6.1749882422506905,3171.0858019732686,0.0,2.237418476205395,56.21162915830688,0.718331056016616,1.606147469446909 -2005-07-21,7.966751005521664,21.095438151514845,14.72545326612778,0.5913825502672034,6.3627105532187205,3250.4592628841447,0.0,3.1245264097688823,53.06697204244298,0.7110015394342931,1.5212818176011775 -2005-07-22,13.635840992920174,21.295587752971155,14.614219985601187,0.4870333118978461,6.525589556987052,4870.958544692722,0.0,5.644449205949785,52.33414533483795,0.7685056636416263,1.8497337389944681 -2005-07-23,5.357544768700595,22.257013933833576,14.295153873818602,0.4687234063663538,7.188791056282517,2968.794136995627,0.0,2.1776733079086084,55.860231159278065,0.7131456308397025,1.5356726580827715 -2005-07-24,13.198658266247895,22.74904590073503,14.335896005459492,0.6751338996677004,7.445685653148828,4622.859212904792,0.0,5.312937000315413,51.42125317205195,0.7527782054952167,1.8086238691038237 -2005-07-25,14.504371749588618,21.307436108205426,14.166702329880296,0.8093012838867603,6.708874169878927,5586.930730645898,0.0,6.261010674480797,53.59697515306901,0.7933345709106815,2.130660501375545 -2005-07-26,1.8257652362542,22.724818221415585,14.44855204258859,0.8519159606854735,7.396835419927999,2253.427542454614,0.0,0.7329861761102674,57.13969259862566,0.6869076504000944,1.4985678189302154 -2005-07-27,2.0938839781692504,23.98970193966395,14.919987502885736,0.8727641419495618,7.929747086865011,1502.1319106451726,0.0,0.6957850730761361,49.45634853346884,0.6005252972224298,1.0814407735126075 -2005-07-28,4.0822062489942335,24.18023159995301,15.246498122153707,0.8672147949487677,7.926468021045322,1518.1683020960666,0.0,1.176682024903159,43.12988028998566,0.5499888345782176,0.8831343370318427 -2005-07-29,4.54285886651823,23.733711872982717,15.506986254930705,0.8995107438726248,7.589266846820623,1427.9550562799589,0.0,1.1961580492570647,39.701072774783974,0.5154118401538433,0.7570116797088688 -2005-07-30,6.932798620339178,24.69515271631218,16.059727621756497,0.7293652819682634,7.934732237624318,1729.5091725988639,0.0,1.778586858922517,37.60332445633645,0.5188156724941506,0.7635951479382158 -2005-07-31,12.069233005380935,23.828317234415323,15.754134609624181,0.8364007275524997,7.556632876398475,2784.017354999155,0.0,3.3342190405975227,37.54680761273926,0.577993271562258,1.0047486570511832 -2005-08-01,16.046510085515298,21.357995792986557,15.64789721781616,0.7340321814284082,6.138594621719535,4307.627367273094,0.0,5.284127113286939,41.96928568329219,0.6758447304732013,1.4586305669572357 -2005-08-02,1.9711973761857384,21.94130270185501,14.389474868065655,0.7716498677987663,6.995722251451473,1707.245182196722,0.0,0.6671383073427852,50.22915471425264,0.6080987500327739,1.0510816062529105 -2005-08-03,4.749983296474784,24.04176673528886,15.087817547186587,1.163180741121304,7.9161105939074385,1687.2799480084452,0.0,1.4385489485931116,44.60341140589873,0.5749336245163902,0.9032450536687454 -2005-08-04,6.1699327568678575,22.09616984064972,15.06746888103982,1.3111673623639222,6.831055658729919,1816.624487281062,0.0,1.7461132503331163,41.413268425299165,0.5543120688401239,0.8538416147833333 -2005-08-05,4.112492918132394,21.410205707718294,14.819773616269153,1.0824136311799355,6.531698681866492,1393.7524481898608,0.0,1.1173999743206737,41.00989664968215,0.5256452800766822,0.7259514138958925 -2005-08-06,5.847295918669291,21.691982154194207,15.112864485133679,1.5192171199238835,6.5803065784292665,1557.1275947348963,0.0,1.5484224894506173,39.23839694929047,0.525217788375604,0.7083304492998658 -2005-08-07,11.448847445462368,21.21223418205401,15.225081065694518,1.288862232032692,6.247369194955052,2699.2732713285886,0.0,3.280268131497321,39.165255797488186,0.5896200252202078,0.9605591127614184 -2005-08-08,7.559268691386678,22.19729491681869,15.389794362683046,1.2706459508027723,6.770116806243475,2354.785063619793,0.0,2.3451373817095993,44.07579664476168,0.601513542176354,0.982360646763634 -2005-08-09,9.777635722737047,21.954137435162345,15.245685752204697,1.2414319915461685,6.687306369667725,2848.992144416725,0.0,3.1509288712622467,44.380167328216935,0.6309017280716525,1.1192460788159435 -2005-08-10,13.131216794877322,21.557541182862053,15.346870337469213,0.9651591531484728,6.410454679100697,3975.495875034518,0.0,4.6730687577525565,46.50472208792789,0.694718300536279,1.4401203454681768 -2005-08-11,11.870663157543065,22.470615243304348,14.991563346410905,0.3013797474969155,7.09120257406073,4274.222783704113,0.0,4.670317186037886,51.181482963480384,0.7345148012919501,1.6485754445262435 -2005-08-12,12.719448092963955,23.611801132815586,14.89876043936079,0.45672414719698207,7.766426734744805,4814.492654962656,0.0,5.279121210169873,52.92205873622043,0.764679099940523,1.8769693230436597 -2005-08-13,3.6474469923975463,22.640593294399327,14.49603502033639,0.792941142227495,7.372229739945622,2453.5778275425446,0.0,1.3827199147556173,53.887564256152736,0.67024391641553,1.432358345423366 -2005-08-14,7.978156423306217,22.042058132718765,14.798180340847635,0.8507857197788604,6.926859023904441,2856.6448454565225,0.0,2.784513617793145,48.38947964161985,0.6566447861117481,1.3563812954280006 -2005-08-15,6.4660323538541675,21.369865338681606,14.633839548580227,0.8147541902258991,6.604965836013555,2483.212110355959,0.0,2.190543021263686,47.995200316591486,0.6344364776460639,1.2164830088659893 -2005-08-16,12.104539212682084,21.019873410263976,14.344008931392832,0.6928734643998051,6.519133596944206,3731.8754625429287,0.0,4.28623380594744,46.83893120797487,0.6866515119150084,1.4445156807434707 -2005-08-17,14.14716091363379,21.1383606263802,14.359982445419968,0.9252602021618394,6.5840011160189595,4881.313995858066,0.0,5.636047994128951,50.503895589695446,0.7531410244103316,1.7984833832993052 -2005-08-18,3.60931002064026,21.07359203477801,14.595799525795224,1.0782318070889998,6.454402066609807,2431.2132303085664,0.0,1.3987403773898297,54.79941559953971,0.6804220971364796,1.3837070395922688 -2005-08-19,2.6411609776327354,21.51070643804316,14.9926745890215,1.2891549899216257,6.552821998549763,1596.3333262703804,0.0,0.9000742751951081,50.161156660673576,0.6151112409942734,1.0377778535684148 -2005-08-20,5.508644667750282,21.828882169053827,14.970050841120045,1.5269523720266909,6.752270960471261,1865.149299866457,0.0,1.7289513739819427,45.554257209099724,0.5948482253637211,0.9388029952728181 -2005-08-21,10.72177242524296,21.102205497999968,14.44694424583148,1.2227820504724252,6.539221791017898,2975.2651242539423,0.0,3.458597492070517,43.933619479874615,0.6366983012388773,1.1377391875531797 -2005-08-22,11.738874672014205,20.959085653863813,14.173426692403538,0.9266996393400876,6.567091176373483,3667.3997537379846,0.0,4.160959669407362,47.067757378522636,0.6850574375746208,1.3741823160891897 -2005-08-23,13.334496945061824,20.50693674472043,14.130105088967507,0.8558871965590632,6.324318305404926,4572.056566126119,0.0,5.235638593262225,50.337993356030566,0.741741390871968,1.6917314221235469 -2005-08-24,7.846599135889872,20.052253280442372,13.8396599935387,0.8198688892021516,6.178822691872244,3499.350498370012,0.0,3.176098447806649,54.417149237487415,0.725330501461143,1.5848455530030623 -2005-08-25,7.488134932088075,20.458522108607866,14.05781855207464,0.769940520386238,6.330833733846339,3169.3042481618068,0.0,2.9525116822602318,53.529180030523605,0.7108103963520341,1.4812234877822277 -2005-08-26,6.200780014598459,20.336328050658274,13.923445793232096,1.1169789389975648,6.316510289646713,2678.113987621296,0.0,2.3373252293262485,52.362248314773986,0.6822196191996268,1.3200991680687468 -2005-08-27,5.732286556878992,21.684962934949922,13.63111478528532,1.087159155259896,7.188994453962672,2346.736668013129,0.0,2.047640878027468,50.45028839333589,0.6544889494549267,1.171106086841176 -2005-08-28,13.537151541140153,22.15957125538205,14.122776816147047,1.0309817730765631,7.282599227816166,4140.793159747833,0.0,4.972534999364333,47.550952863531435,0.711635045411059,1.5194769325155077 -2005-08-29,17.091664180343948,22.190247697144766,14.218282795294176,0.6213326923944634,7.269306671600069,5988.015599269989,0.0,7.1956945266543215,51.20477373113384,0.7956072490412933,2.084758859962948 -2005-08-30,4.942158270466336,21.39582448174112,13.73946998768651,0.2203771598157587,7.001316896495741,3121.777121009936,0.0,2.0274833502536813,56.4509274194831,0.7151878708410396,1.6657943258718952 -2005-08-31,1.9183348712487218,22.93374909855018,13.738913284949145,0.1006672546586832,7.843092012956338,1676.702032318279,0.0,0.6751996997827705,51.79258538278814,0.6256958461315146,1.1871629426980914 -2005-09-01,1.4041017095666068,22.919698085967003,13.801954007636533,0.16385034023161318,7.819238818785613,1090.7072671970375,0.0,0.40952933890874355,44.90523372409279,0.5394723955744152,0.8351441707861201 -2005-09-02,4.589340373187149,22.760092995616823,13.46320006708447,0.1338449807690622,7.845131778773276,1346.7426456746462,0.0,1.187318547194323,39.07462627153946,0.508655640715392,0.72442639224738 -2005-09-03,8.339720928562434,21.947632547579428,12.696546891708849,0.3124835837973146,7.657528607169904,1941.3223697736607,0.0,2.1413174360535105,36.91729750967878,0.5272136152419882,0.7976147462273884 -2005-09-04,1.7245033521359756,20.952729082044407,12.617125618811192,0.2381271372098423,7.161195379040472,922.1731543481293,0.0,0.4184011320756509,38.36782565609524,0.467048481082446,0.582917465219903 -2005-09-05,0.3374239267139062,20.32579360444373,11.90143323593492,0.5007664159304429,7.0630632153329485,459.9226575345974,0.0,0.07082852976615273,34.524058855378065,0.40611266505158866,0.3902365627306011 -2005-09-06,3.5099885783652445,20.423814516719748,11.586413717864005,0.5841053948315803,7.214692646765219,698.507942118853,0.0,0.6702829896686806,30.198614828497405,0.392682401098562,0.35608614835948216 -2005-09-07,6.966019949452114,19.654692419837843,11.15362171480002,0.2427831618430045,6.953878875017239,1161.1300821112632,0.0,1.3623876971995186,29.127756778252948,0.4204680549673885,0.4392389997262738 -2005-09-08,0.7662928759870395,20.328195257359134,11.033508353122807,0.15978706654889,7.335647707578049,462.66960137287714,0.0,0.14496382697549692,31.313228928817075,0.3737047037030182,0.30799682876890927 -2005-09-09,4.172334508829056,22.061170233419514,10.96377940253828,0.5168503835767804,8.2189395241621,695.390584749457,0.0,0.7350869888715224,27.67819309745661,0.3710370763727931,0.31241931303371717 -2005-09-10,4.627039235299846,22.17458251802681,11.399533547526955,1.003268657865273,8.1678392358075,769.9061789944084,0.0,0.8003767463786096,26.96909768288185,0.36807359713824717,0.32523947252698326 -2005-09-11,2.7841506000816585,22.158085624712662,11.733505712676394,0.9148289464601228,8.075100891568319,562.7574983219638,0.0,0.46117614301310805,26.788060610395622,0.3444962333135367,0.2819364910011403 -2005-09-12,0.3571914668612051,21.73069007621416,11.763656793185135,0.3482481625891386,7.854999419539214,248.40631074480297,0.0,0.05255667509373213,25.156974305961665,0.2972227522086868,0.19152993481946137 -2005-09-13,1.6862977596809228,22.40542107682853,11.989834760793304,0.6938975548120327,8.138926800814122,273.75176313119675,0.0,0.22000533227443286,21.86168780432152,0.2743180843387954,0.15817604759628795 -2005-09-14,1.347183527210315,21.89587229434097,12.419429667991938,0.8204942188048786,7.758704760269298,220.2513902177749,0.0,0.15942355236761974,20.08026725055057,0.24961529017601994,0.12723976369276516 -2005-09-15,3.2597342057313536,20.974947213579878,12.487817782239722,0.7967979471244016,7.257013401029921,336.14897752564286,0.0,0.3720868333763132,18.438938315442734,0.252774839806366,0.13948282304473322 -2005-09-16,2.131338533136533,20.10760990415417,12.510642593143642,0.5075243953796068,6.785705708599974,270.87440730567016,0.0,0.2414354032111361,18.863602061992356,0.24457683945868963,0.1275588689276726 -2005-09-17,7.5148031856275,21.80708858302453,12.799702041160511,0.4937820025230541,7.608429578405953,724.0591648121709,0.0,0.9572180872218077,18.43439137484893,0.3022905429688349,0.22878542298552657 -2005-09-18,18.748601511517037,22.355488622796603,12.859260018189413,0.7382077047484117,7.8842318858909675,2536.772392817089,0.0,3.5685003148592074,22.343980661889308,0.47870075305190524,0.692285447163148 -2005-09-19,3.470445968126668,19.819816253341717,13.197724887625524,0.8778036807977614,6.38318932784354,1167.5161162726083,0.0,0.7738788732308843,34.794686237292304,0.4457628757683483,0.5684797795021521 -2005-09-20,2.4023555592529746,19.90051796692701,12.494719479693739,0.5882545156164115,6.692919076757999,761.3673338543978,0.0,0.5054320130253984,33.55741962748985,0.41890702776549477,0.4470131085404776 -2005-09-21,0.5739453582120301,21.503123484141728,12.742277574104357,0.6393356375555937,7.481855002153264,395.64680970853317,0.0,0.10844142839522164,31.37499684610131,0.3721835397901647,0.3074963335015398 -2005-09-22,8.657234535727605,21.331225617181,12.912219439121248,0.5767583591371127,7.3384263079295655,1284.4733942858572,0.0,1.646332839989375,27.482082190764437,0.4209985651120495,0.4508441566324521 -2005-09-23,8.324592068800014,20.65266915759928,12.66207131709198,0.8071890483067609,7.058266991575416,1553.864748405361,0.0,1.7822377777115026,31.0926658931433,0.45918436057383766,0.5648503866090057 -2005-09-24,2.582584568618463,21.392228400904628,12.896335978701144,0.8464222201544399,7.385116510174311,840.2044072586842,0.0,0.5537428312998127,34.037194288666136,0.4265956235507905,0.45200658011732425 -2005-09-25,9.829154190247248,22.160719646145157,13.311391781398726,0.8630014961108615,7.669241002147778,1761.4027496622912,0.0,2.183833449992161,31.463149152490562,0.4810273694167745,0.6267559434650474 -2005-09-26,13.748326709061828,21.478404643231386,12.942973516185615,0.6262590926008069,7.424949750322574,2910.33238702049,0.0,3.632071607727987,35.12546047125559,0.5693465216906595,0.9610252198467564 -2005-09-27,7.649078235689461,22.60606109017339,12.593418357902966,0.9208043637196496,8.135933805697857,2293.6005337949496,0.0,2.2156697412493527,41.50076464083252,0.5725623835973107,0.9629506997082297 -2005-09-28,8.82191812010085,20.099437025917638,12.385269367768212,1.0054927919767191,6.871484990693069,2447.9569838803554,0.0,2.565184437111075,41.042115696086476,0.5808822243704687,1.0174228723596368 -2005-09-29,7.866664911141032,19.859043941775294,12.227086585844473,1.3038435408845674,6.7987372539012165,2370.7210665308976,0.0,2.3706671908566745,42.838617279360335,0.590682198209748,1.023263572255035 -2005-09-30,4.339361344213216,19.9772587467618,12.185769886391585,1.1001720949130906,6.88126466902055,1646.3786623296878,0.0,1.2714844647986183,43.59579386628177,0.5584120949151287,0.8596987853141379 -2005-10-01,3.468255594036016,21.390692069067608,12.48215835693124,0.8796810436746382,7.548115287796669,1258.9100187780339,0.0,0.9401408846604795,41.252192279476006,0.5209629315463896,0.7027738416088144 -2005-10-02,1.849193886297744,20.67122698657213,11.819067700075705,0.6648112353041122,7.378796784443266,809.0178343830452,0.0,0.44484776685398564,38.026471348610656,0.46452449485517444,0.5252073846718406 -2005-10-03,7.95204031383645,20.07553159562446,11.56466285338203,0.37765002277283016,7.149033921540062,1592.7190444341113,0.0,1.8682127813370233,34.179543629257225,0.49080442002208335,0.6263483173853086 -2005-10-04,0.20179731771654136,20.02582966629957,11.262817491366699,0.6426112937852962,7.220487339892759,547.566459928508,0.0,0.04470299907754455,36.22974260545234,0.42440276745003175,0.41453000824538677 -2005-10-05,0.19496808739456573,20.581208433394558,11.148051673284074,1.0920638138142722,7.545288300377602,304.8768079439019,0.0,0.03664219563413529,31.41756972549588,0.3682646564543708,0.2754188680508505 -2005-10-06,0.09908713330056916,20.088655435462275,9.915110692221747,0.5558439784545071,7.639492961697855,192.4659181160535,0.0,0.015782003939781117,27.161938003206032,0.3175724807641327,0.18168778165868255 -2005-10-07,2.713609832719027,19.181765616232997,9.653323309275422,0.2249321468754051,7.265895203320426,374.14464265731425,0.0,0.389972116771081,23.440193888031907,0.3046741011178799,0.1776492222964478 -2005-10-08,0.5641704298239554,17.64353799134824,8.969136301466714,0.2786838549487461,6.697464456486235,187.01677787772417,0.0,0.07450962826101781,22.679137369712194,0.2707687947207151,0.12698648582086103 -2005-10-09,0.008727333741691597,17.474542541829162,8.23563869912625,0.6904268983920201,6.815700182433573,89.39791083132778,0.0,0.0010152362697076166,20.423586936346954,0.23802262380129804,0.08281681862450244 -2005-10-10,0.19467594264532076,18.958266435908,8.087733916265199,1.0307394149438347,7.558611790828654,67.35352603428436,0.0,0.019806515344781644,17.93411722046295,0.21118816292635967,0.05692569109320669 -2005-10-11,0.0031156544132580127,19.260804722546307,7.097988727972063,0.8801854582643628,7.912224637410872,38.415869262561834,0.0,0.00027346365573156003,15.690723575510235,0.18282259863683697,0.03709758827560793 -2005-10-12,0.06022624248427315,19.0786923186098,7.722258070631319,0.9254845819188088,7.704521934651164,27.209476699461465,0.0,0.004522413126532163,13.501439873128128,0.1579842258339156,0.02483739058803619 -2005-10-13,1.43575521074752,19.545776439391698,8.456138087128688,1.1113671321963392,7.764559255135257,80.96580118705661,0.0,0.09878019938365123,11.72792562972849,0.15334796690748936,0.03120871853273208 -2005-10-14,2.516455582228256,18.930639551310453,8.528975172455485,0.9621913835869624,7.460098085471712,140.9287540722401,0.0,0.17583297590391433,11.371990083226597,0.16179098628356145,0.04708857708355326 -2005-10-15,2.499072018202664,17.821866181014652,8.121962974038793,0.8570261395445701,7.034986491124153,161.8684385970021,0.0,0.18457503233905426,12.068058449486342,0.1696972046015874,0.05875672588377474 -2005-10-16,1.609169886553211,17.858185412907055,7.8620136655964865,0.9501080557595488,7.1198034347892465,128.9253818388591,0.0,0.12117296207891393,12.762423836452122,0.16741933395003294,0.056698240525881384 -2005-10-17,1.393095142834022,18.864888833553504,8.347832193652714,1.165246972548657,7.485038875911305,111.75509168199574,0.0,0.10247284007242219,12.57080308001673,0.1626699574782333,0.052510893477866895 -2005-10-18,0.4920488070869973,19.087563185264358,8.676278648514485,1.1067350113887653,7.516988685814261,62.702870396851644,0.0,0.033645136367543405,12.127136854075555,0.14700496681879774,0.03930509268726336 -2005-10-19,0.5658593048348877,18.41534922511204,8.84928652905668,0.8637182760102216,7.152752590419102,50.90620501954736,0.0,0.03501275741569643,10.958643286793368,0.13425265041463733,0.0309169775534048 -2005-10-20,1.4500841846309882,18.536594416484068,8.827315370952011,0.8669738877778498,7.221614501799998,78.62190589304207,0.0,0.08615857212801359,10.085582647361893,0.134382706254089,0.0332444147000275 -2005-10-21,2.0944707865046115,18.078566791860307,8.168237235741545,0.5291079256739653,7.170645826988668,110.59166516445981,0.0,0.1282591411904206,10.081501995516543,0.14184183693535624,0.04116990047639211 -2005-10-22,2.549777485661689,15.821509054481034,6.990742743393698,0.3864650486637887,6.396564385461219,144.23712773449583,0.0,0.1677788097694637,10.649135514207403,0.1537583977040244,0.052346472576688466 -2005-10-23,8.394231951020505,13.26185400059104,3.3636353262081014,0.7032805102888562,6.058290476750217,533.6626705263124,0.0,0.7489542870291217,11.717349831260155,0.2342863075290815,0.14811444772277782 -2005-10-24,1.8949323899699853,10.814063617458842,1.9915853320172965,0.8152489724310535,5.304256250819427,272.9005373481722,0.0,0.2024583620933751,17.926150878384604,0.23090219657713296,0.12724282059611786 -2005-10-25,0.4963033877559134,12.457815959024993,2.9920982512965204,0.8473094445458557,5.797591883759838,131.25792992833814,0.0,0.05094993916304136,17.935417630617817,0.2147170672873472,0.09058697670684851 -2005-10-26,1.4144484804166748,13.911502876528955,4.392826694609782,0.6895085881035778,6.142271339890027,152.6221134721977,0.0,0.13712037562214907,16.525014976084783,0.20898260006478722,0.07984646708998154 -2005-10-27,0.9038296951928416,14.190641434500172,4.834527431320908,0.66821556880554,6.174435949119138,114.63343150866643,0.0,0.08328349627790532,15.977186609060185,0.19665240755683447,0.06465743993120249 -2005-10-28,10.801271633568225,12.901671407273252,2.5742810814322685,0.47796856811957106,6.068852202170082,870.2846166831812,0.0,1.259438885758449,15.031111174514141,0.30092976516226183,0.23385713030362582 -2005-10-29,12.249684682417572,11.54425965354343,2.5446263399426043,0.21770919083247936,5.514457624089487,1602.279560573372,0.0,2.107282470429242,22.963264393936914,0.4102070093550409,0.47309488714894016 -2005-10-30,7.872224159559296,10.438416975723424,3.793750588112239,0.4596473685934561,4.754579079814161,1543.8231157595465,0.0,1.6960880397999114,31.513967065319726,0.45882245412647,0.5662169961201557 -2005-10-31,1.2633807376437571,9.944370577285165,3.6512469063035886,0.5250550814140194,4.57043962914072,659.801185323673,0.0,0.2802146971393993,35.736421007069765,0.4310226328251533,0.41124747947335727 -2005-11-01,0.5214051164986585,11.149477634319904,2.5997878410179447,0.6041956884629496,5.346691145131888,362.0257288153359,0.0,0.10692713157850797,33.74166840381532,0.39914160241460145,0.2839840159026468 -2005-11-02,0.01847868245145685,13.115613947737256,2.003443351281605,0.5710521885747863,6.267995145013147,195.0507330248471,0.0,0.003382830670934655,30.786872971142046,0.3588614843519715,0.18537533304744025 -2005-11-03,0.03977653095284061,13.815052173821245,2.30434796668626,0.5982328106238378,6.508624085845711,125.59705196270731,0.0,0.006338542252541039,27.203829044894405,0.31736955467955913,0.12163576586926013 -2005-11-04,0.149153669439362,13.940977517303992,3.2025801666304337,0.767261809717918,6.414288842902395,93.14184664046799,0.0,0.02073134626976378,23.983839454326322,0.2811330262233907,0.08233582042970351 -2005-11-05,2.178051305097352,14.123472742202596,2.3194652203808195,0.7428570663258807,6.639085842668327,237.82466586889504,0.0,0.28012719744923587,21.319120512607594,0.2737261386071947,0.0962502533936867 -2005-11-06,0.41077815757237945,13.840262302971489,2.615363217625417,0.6777974822890215,6.479041051758286,110.94970606194195,0.0,0.04891408770535466,20.66875088167471,0.24556223754654885,0.07010228364904478 -2005-11-07,13.789133103758608,14.020755408579811,3.1350399057575538,0.7476430020259556,6.469463264693407,1389.8100256329685,0.0,2.05139337877209,18.623184339416337,0.3775815475097236,0.3579882386108672 -2005-11-08,3.1249090185164774,11.960143643737476,3.660061241423324,0.6184184746630179,5.487410180514824,715.6767509224877,0.0,0.5562367945632238,28.47679963590669,0.36813850409209453,0.31772878704119173 -2005-11-09,1.3258725147135757,11.93722348608596,3.5243770071240594,0.88036391963008,5.510152895126612,396.516667214734,0.0,0.22690598638702975,28.350558553459646,0.345710324074528,0.2413762955772749 -2005-11-10,1.1898988985911192,12.190777565636509,0.554140653922824,0.9494188709758568,6.138646004097671,297.2695338837654,0.0,0.18967045703741015,26.63536950387703,0.3241455326882111,0.18600475278448392 -2005-11-11,0.25273759820373737,12.66155997934135,-0.37186160176346006,0.6770929528328755,6.438533914464596,157.02072835824893,0.0,0.036325081835269335,24.675968394225034,0.2904025422600009,0.1266113821722701 -2005-11-12,5.585015262370298e-5,13.634808373781409,0.5006144491122286,0.8982135560001486,6.715651378177649,85.45498179606352,0.0,7.0412519976179724e-6,22.002833577513126,0.2563187607411503,0.08241913119382147 -2005-11-13,0.0,13.45322821914203,0.5358665939823545,0.8263089568452681,6.643484075242872,53.872979561542195,0.0,3.552713678800501e-15,19.337853972575928,0.2252729025403204,0.05365098070801221 -2005-11-14,0.0,13.200596389413882,-0.06867031599868274,0.6851033431407961,6.620018657927432,34.93815235160279,0.0,3.552713678800501e-15,17.040961942954436,0.1985156659271805,0.034924266844823214 -2005-11-15,0.03649641394322473,13.638224219322279,0.4480542793038653,0.8000969844321938,6.7325613052614965,24.738004214588752,0.0,0.0030664329409178584,15.038632479655853,0.17561504222994923,0.02320096599052416 -2005-11-16,0.04250627981002554,13.969210799039626,2.4153537163640717,1.1259503548485903,6.595535784432591,17.329253651404343,0.0,0.003136028987054354,13.284630052328758,0.15525211268784572,0.01558024515566908 -2005-11-17,0.3698947213545584,13.735146551867153,3.4414273094839505,0.9051562953276407,6.323099780431413,26.297658096570878,0.0,0.02443161271960087,11.784289974792266,0.14158802049053928,0.013862081284950187 -2005-11-18,0.4329022397166356,12.720466628024829,0.3720355708611786,0.9004732474123152,6.392313922079329,27.604930846692493,0.0,0.026252333623465518,10.809570144852357,0.13096718950266703,0.013020869013591481 -2005-11-19,0.4547065794879441,9.514998327841322,-0.029009323289975623,0.7125146702771904,5.205727034458319,26.75109092986992,0.0,0.025475836131958862,9.988423213261246,0.1216553896494508,0.012355046147781922 -2005-11-20,0.007149742539756523,8.728582553922584,0.4887761923103988,0.7749082777290257,4.81016810322865,9.887470108207824,0.0,0.00037156521172098354,9.495995341026983,0.11070520437649609,0.00809913064758388 -2005-11-21,0.17802290738208604,9.333944808131724,0.1853567501765183,0.8386499199177369,5.104729464154248,10.999335949402667,0.0,0.00854740846289892,8.708720634231303,0.10352454386043868,0.006573622600154245 -2005-11-22,0.03348938623319614,9.37157200172215,0.08979824828298863,0.8255737396299041,5.137214815070792,5.751115327928021,0.0,0.0014799668152642442,8.09983065807409,0.0947476703603635,0.0045044661633307555 -2005-11-23,0.014241904969306163,9.955462813227136,-0.3888903733654827,0.7943825663233037,5.438107547596452,3.431672921347168,0.0,0.0005737773002139623,7.410062015487281,0.08648811268688819,0.0030195618326792593 -2005-11-24,0.0153463947640385,10.758912146962547,-2.3547901928752424,0.7317582117119182,5.967641470803891,2.3738584737472492,0.0,0.0005600746796839574,6.726859700909145,0.07854213496757625,0.0020508724775267734 -2005-11-25,0.0,9.915043247465398,-3.604731313725552,0.7041259924194201,5.773199327251332,1.370644190004503,0.0,0.0,6.048561477603681,0.0704616449263551,0.0013350215918634858 -2005-11-26,0.0160989653535464,10.120916320905637,-3.4041990185339164,0.8173809545291327,5.832491122273408,1.1813374842055284,0.0,0.0004739300603975524,5.447619408237853,0.06364861883988356,0.0009411991632625747 -2005-11-27,0.029054561851266883,11.079782840225015,-1.6765306511124027,0.9038611291676596,6.026084562731874,1.1444319064750839,0.0,0.0007716687874494005,4.916154246234982,0.05760833355373366,0.0007301743915288139 -2005-11-28,0.0059541448526415994,11.724386249576547,-2.047527306474772,0.7179731875525974,6.301669545419248,0.6150027626259306,0.0,0.0001420669921744864,4.433869492137535,0.05172093857417155,0.0004969410089761041 -2005-11-29,0.07122386030981047,11.812722395536895,-1.569600345259596,1.0081122419642536,6.291756340078953,1.3337097457692295,0.0,0.001528340178185747,3.960395422057391,0.04696563429242831,0.0005561976106238696 -2005-11-30,0.4831960782677032,11.941578711888704,-0.3973680913722412,1.2236383215723328,6.215061050492665,6.955477774308006,0.0,0.009956182903758048,3.5974026373612324,0.047536211519420425,0.0018780344311239649 -2005-12-01,0.0,12.329838397282026,-0.2418198551952846,1.0273900998219108,6.347837219508631,1.8068609621748146,0.0,4.884981308350689e-15,3.6464041258272646,0.042478138599300164,0.0012225121470441822 -2005-12-02,0.0,12.833854781516395,-0.44652267423530295,1.0707509862580926,6.567354108224092,0.8408088892548485,0.0,0.0,3.2505627258407546,0.037866854366466196,0.0007957979496548515 -2005-12-03,0.0,12.082893031680264,-0.8137490226269383,0.8250025312945253,6.3229315344759724,0.5209191526357164,0.0,2.6645352591003757e-15,2.885862226174806,0.03361834053270962,0.0005180270627220802 -2005-12-04,0.01313625873021496,12.85983171043274,-0.2255192189963653,1.246254490664198,6.556506590355248,0.455763125089415,0.0,0.00018122300675138883,2.574400440666551,0.03014305018175001,0.0003648051505110716 -2005-12-05,2.6624733391547464,12.474719829143805,-0.4410204063632416,1.0215572584888724,6.434640710815336,34.12347554552478,0.0,0.05185657612491257,2.2981771596248435,0.057788218792682707,0.008133400789504915 -2005-12-06,2.1453688924451084,9.409923290117648,-1.4879382271522719,0.6866675039996277,5.401971420773493,49.80107028653481,0.0,0.06352533929452608,4.412970048641259,0.07640020713761424,0.014967132999489772 -2005-12-07,1.399940609463469,7.750219706520834,-1.9722731310303647,0.7011421558313418,4.85231789978834,46.59823279440524,0.0,0.05042256932557265,5.947753506736318,0.08559566035001308,0.017420481190271658 -2005-12-08,1.081583958973004,7.0476771899468185,-1.5689628720161697,0.8455667619556745,4.536195594241641,42.46179118553269,0.0,0.04270639487184513,6.731795506305747,0.09102057928912048,0.017842594004946553 -2005-12-09,0.336541238484912,8.603424362930378,-0.8158170742586764,0.9701608334210428,5.010602453906456,23.13415999512805,0.0,0.013467449376572516,7.200254923556314,0.08779857111784836,0.013665308214955964 -2005-12-10,0.005444441767271116,10.801020628425107,-1.394902918395032,0.902723262109934,5.915634595655576,10.0161755414804,0.0,0.0002032966970692135,6.884139496284702,0.08025898702209495,0.008926428303842496 -2005-12-11,0.004847259085049157,11.419665604643214,-2.110843453607968,0.8349887322348561,6.218893678058285,6.001965556527911,0.0,0.000162277194415336,6.1866670611583725,0.07212694873067141,0.00583539438381108 -2005-12-12,0.001920622243604224,10.16109851346806,-2.4764435197950725,0.7695168939007686,5.7941186744104805,3.850972524231384,0.0,5.7321494705379894e-5,5.52871994803538,0.06442821710934851,0.0038072955246934185 -2005-12-13,0.0,9.623683787139226,-2.3121820706252443,0.8103743915484244,5.583625062536431,2.4827453878422268,0.0,3.552713678800501e-15,4.979914649552339,0.05801263310285932,0.0024783704436862953 -2005-12-14,0.002974785416015359,8.735340619213169,-2.4050585571387417,0.7045412429869106,5.27209078541003,1.6607050718159313,0.0,7.207228684923562e-5,4.502701725318757,0.05248807995553188,0.0016242767458119211 -2005-12-15,0.0,9.111447997218344,-3.3877897788236986,0.7838467418989732,5.504654495445432,1.0615280924933768,0.0,0.0,4.098470815250899,0.04774440937643387,0.0010573278205165077 -2005-12-16,0.0,9.952119402629977,-2.9760333392735685,0.6695014453612612,5.769045606153253,0.6885944877649592,0.0,0.0,3.712151295789916,0.04324404860318698,0.0006882707167486822 -2005-12-17,0.029123748452353194,9.36149895636335,-2.357248362610799,0.7322023299130208,5.497175469183986,0.790646722233762,0.0,0.0005244427704433688,3.3458185107171126,0.039315791695774045,0.0005278860471731114 -2005-12-18,0.006811605795501431,9.44248129169602,-2.4883797494862128,0.8224027823104569,5.541088116588312,0.4469710470877908,0.0,0.00011163117215250585,3.0578388763199684,0.03570110263304365,0.0003606265011317938 -2005-12-19,0.01522558731825845,9.340081476339206,-2.984653466896573,0.8173481173373888,5.553437832393244,0.3915841270542461,0.0,0.00022657516635276112,2.7746306378247296,0.03249993563915743,0.0002692503190203357 -2005-12-20,0.04396390051461672,9.842134846733568,-3.551847131974616,0.6106429086595382,5.781172553081962,0.5800729468334661,0.0,0.0005985605409518438,2.525435889602147,0.02993176747155834,0.00026640898769830773 -2005-12-21,0.08227509205494574,8.392733632932618,-2.9830012041568397,0.5549986117119984,5.2165417731406,0.8858738959316084,0.0,0.0010358658090503237,2.3160343866188238,0.027938681211317193,0.0003311456018458709 -2005-12-22,0.08860510502984817,7.608821539837005,-1.8511313773651583,0.6919684720197877,4.798003685663312,0.9673111458949847,0.0,0.0010546050153772135,2.1849900945679313,0.026485844320754546,0.00037613941602907317 -2005-12-23,0.5722696852480784,7.558554926606321,-0.5484334950133527,0.6422235671374797,4.576691472821976,5.051130134104675,0.0,0.007256451110982054,2.0876437453709267,0.030986190084550842,0.0013497509611029275 -2005-12-24,0.9280760060302116,8.036242473311503,-0.3951442673366923,0.5923782534741696,4.736963612244975,10.765915927923704,0.0,0.01448349452440012,2.4521919237040897,0.039377832151132504,0.0030839504406354975 -2005-12-25,2.0736617428068143,7.138851051024863,-1.0890804138002803,0.5891922539722543,4.507668457475113,33.04373770957243,0.0,0.046174106324758046,3.106549246938167,0.060345949818736325,0.009038196600427066 -2005-12-26,2.60781878734737,6.438619771958907,-2.1376017435053822,0.6841238024258831,4.409218475089672,64.68181056200888,0.0,0.0858064494394255,4.779144677676011,0.08605312166929416,0.018948740721164675 -2005-12-27,0.051796159423425525,8.65600393117095,-5.511085682159211,0.8105301626845336,5.503206000721465,18.77898947923489,0.0,0.0019235065566909348,6.824163662767219,0.0801002752990165,0.012627621907517398 -2005-12-28,0.09259362055087783,8.780996155204617,-4.919818779144785,0.5656200946828741,5.512269056043779,10.781079426185844,0.0,0.0031410217291020226,6.2232745795786055,0.07357558721474576,0.008698255323537166 -2005-12-29,0.04006438475105022,9.571794750618963,-4.6616913471577845,0.9428279694844351,5.768036960312793,6.689292054736024,0.0,0.0012412665029945952,5.7162589877928465,0.06705726891580797,0.005851156559697624 -2005-12-30,0.003446714416944796,9.832421515412099,-4.9046946670327305,0.7517651184972258,5.87198331048006,3.959870920189074,0.0,9.638480742004676e-5,5.185364335296082,0.06044613469311638,0.0038235039268089965 -2005-12-31,0.00012783927425185322,11.30236038283299,-4.51678007936994,0.8461344780563071,6.362804087663762,2.5031808019045267,0.0,3.210044333448362e-6,4.665655163609335,0.05435321215960489,0.0024894101283392395 -2006-01-01,0.0008288773562981258,12.647981321467045,-3.4817454931661294,1.0153431010086231,6.7859571294842835,1.6336161916894052,0.0,1.8513538654137086e-5,4.156781993264538,0.048433350969874105,0.0016233079510298942 -2006-01-02,0.0,12.919422413890738,-2.6981389876426496,1.085615864920774,6.834776585208917,1.0578368810051517,0.0,0.0,3.674545789110312,0.04280596991807395,0.0010566971806467628 -2006-01-03,0.00016522185529015194,12.77018871654748,-2.4787551392082356,1.4995639234568603,6.763956220383032,0.6898230904166099,0.0,2.8720996026333062e-6,3.2450562874448297,0.03780463281101793,0.0006882975194270347 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-2006-01-08,0.009502614600801195,13.47177654341575,-0.4424154416290401,1.12638980997609,6.8454457650435465,0.5245361350306843,0.0,0.00010514024288925568,2.0686403602234935,0.02420895826891407,0.0004294044829435861 -2006-01-09,0.02426092502868116,12.109233768151318,-1.7255357711559565,0.9686099929970632,6.454092803132243,0.4450335306967299,0.0,0.00023906981490440585,1.8358148280087865,0.021668622817499004,0.00031592404743772435 -2006-01-10,0.003400494665075074,12.132276019166676,-1.7862574244451064,1.024720136453442,6.467799650717771,0.23981587328753382,0.0,3.0034807160786523e-5,1.655676883773007,0.01932712787622457,0.0002102249495404583 -2006-01-11,0.3180703009005376,12.279334405155735,-1.4955469036288789,1.4089287221960924,6.4950738407585265,1.9505998374258677,0.0,0.0027721231491987797,1.4764677162770248,0.02090515257907342,0.0005589432630923038 -2006-01-12,0.031297943960992995,12.508230139992492,-2.071260354611401,1.211034836936525,6.631462385285807,0.7004224745234908,0.0,0.00026879213898516746,1.5961210269175512,0.018958328868286283,0.0004047733679154149 -2006-01-13,0.10083452797150573,12.161277374818196,-2.5470902061930656,1.5069273218429138,6.540956800402032,0.8157426510111444,0.0,0.0008025102210784812,1.4437775426048112,0.017993684559362233,0.00038568247465486086 -2006-01-14,0.04871364627422016,10.466288992553519,-3.2043148873485516,1.287449292499904,5.97721272419523,0.5363379831873245,0.0,0.0003623855744661203,1.3727267445124292,0.016558817905785513,0.0003062397210897108 -2006-01-15,0.03935658150110264,10.819664246746592,-3.666700073223023,1.322179555789046,6.136524728627232,0.4015278149316025,0.0,0.00027163426191698786,1.2769322014589353,0.015333872886784169,0.00024070799434071274 -2006-01-16,0.03340396018911065,11.906621407540145,-2.375347151988375,1.5482716886527368,6.43113395488033,0.31313907178355355,0.0,0.00021252799340878287,1.1789404080028278,0.014122990849363058,0.00018905011767222346 -2006-01-17,0.04106588832734248,11.938102652150464,-1.6747218674679958,1.5674059823965945,6.379564069335535,0.29374977212811837,0.0,0.00024037609648797087,1.0798043454809556,0.01305737913313077,0.00015966355296978242 -2006-01-18,0.10871661461415948,12.2075421714999,-1.1786317344200576,1.832350284660859,6.4307962672423,0.5169400193070982,0.0,0.0006093018763083519,0.9993396800308191,0.012908105419905416,0.0001967086805651367 -2006-01-19,0.07486611586458118,12.860743717997751,-1.8175847709535142,1.7961375830522937,6.734936642071154,0.43097598813399096,0.0,0.00040787634321630406,0.9869543239826251,0.012369489023975545,0.00019015330447432155 -2006-01-20,0.08045767363421026,13.929331744500498,-1.9997545337849263,1.6810589617427425,7.148060821881723,0.4242861789617522,0.0,0.0004195128893545591,0.940298516740655,0.011891118327703199,0.00018765789879591165 -2006-01-21,0.2454381364952525,13.420868503123787,-2.0470269085612087,1.3550471019782977,6.96013662997747,1.0178342876342386,0.0,0.0013307865634474558,0.8967825295138072,0.013306097209044299,0.00032478838593682255 -2006-01-22,0.035631642686439785,13.018734824952151,-1.9017998274551389,1.2288156739673846,6.797128341541477,0.41749040628626466,0.0,0.00019422450853598394,1.0071017719136852,0.012147138106217653,0.00024099552485709792 -2006-01-23,0.013868845379286536,13.08861898447361,-1.8152434523558632,1.267814495884538,6.8146431614627,0.21898727033779056,0.0,6.85190871561863e-5,0.9222997942287184,0.010905730646782108,0.00016730980313128777 -2006-01-24,0.02232608894539442,12.513106738504089,-0.20620295828220728,1.3055278996784467,6.43282281844439,0.1791808258883947,0.0,9.955705038630289e-5,0.8277919952840771,0.00990329995293058,0.00012406984993642528 -2006-01-25,0.1476517481709642,10.998210920219323,-2.117084067342659,0.8903976099548999,6.063683243095398,0.5129782161814223,0.0,0.0006522049591932977,0.7572349330251882,0.010541317016470424,0.00018007148096278866 -2006-01-26,1.177046204995845,10.209436202996617,-3.0701437874551236,0.9481000829307248,5.861205377588978,5.889864107368725,0.0,0.008778138262502067,0.8116792979305751,0.02316730527780047,0.0014538192989818153 -2006-01-27,0.21562514302725785,10.64482928190959,-3.1677847249318267,1.156581919446665,6.023415620593301,2.8843138521909513,0.0,0.0021827196393711945,1.7901919759395417,0.023366411029658005,0.0012787193441268897 -2006-01-28,0.012089123533279712,12.470748541045749,-3.792709703241181,1.0158979233177725,6.716472038060286,1.0745136313286254,0.0,0.00011641262934234536,1.8000300923873587,0.02110996163785562,0.0008501117357764582 -2006-01-29,0.049127576907858315,13.594061935176564,-3.094774908987381,1.2296086923787948,7.081689733006673,0.8511074498388246,0.0,0.00042657845293361113,1.6049235947679896,0.019268575971359534,0.0006183356559604704 -2006-01-30,0.06091197099645512,14.35226700338973,-2.4249963486215527,1.0004986562165386,7.318334742897728,0.7433092577032006,0.0,0.00048184070196927165,1.4547265891748484,0.017656162784972184,0.00047587481527039817 -2006-01-31,0.06449561770005091,14.966465584772587,-1.6291451324023667,0.7807807329965143,7.492396933398889,0.6445948741631735,0.0,0.00046672375100303976,1.3269558013910128,0.016209466695064574,0.0003808377245362203 -2006-02-01,0.006449666714496743,14.945093248581722,-1.112943311121596,1.20615739053005,7.442362601244454,0.30455696812718785,0.0,4.178431724275941e-5,1.214163012783957,0.014219311076507554,0.000254269738872016 -2006-02-02,0.04247735022185326,15.459072745347154,-0.5614160131491225,1.1709774553460233,7.591566184521255,0.3306881658613885,0.0,0.00024571130767889887,1.0661916800290046,0.012915243374748902,0.00020293082576853096 -2006-02-03,0.03007453739480648,15.920378702352819,1.1691450590285108,0.9293292499897082,7.598431858647128,0.24913202309654686,0.0,0.00015683443805703315,0.9656370670306698,0.011599365862422387,0.00015597878990604073 -2006-02-04,0.3992560863700831,13.283905458974091,0.1908643844391604,1.3341087796966538,6.665357461425785,1.5917810450485759,0.0,0.0022656287869026737,0.8671704720792296,0.014753011739597012,0.0004465103137352384 -2006-02-05,0.0644843492268413,12.155045209897272,-0.9762692752603106,1.0663883743099272,6.360678082285656,0.6817398166688143,0.0,0.00039632923757469685,1.1229147697085151,0.013832395589279319,0.0003510042095741664 -2006-02-06,0.5398033222058408,13.1567652369216,-1.809716381248308,0.7426470346513777,6.81271765114076,2.7565095326789715,0.0,0.0038191064071236847,1.0590156140625446,0.018625157833976013,0.0008100026126528355 -2006-02-07,0.038414099022158366,13.611313308707905,-1.2952929673741522,0.971150133938098,6.936979447602226,0.942667121866175,0.0,0.00029308404892919304,1.4134888478313656,0.016913686053704823,0.0005719000068386396 -2006-02-08,4.195904376606868,13.128039602429734,-0.1410726739456545,0.9862192588547768,6.634151133275781,50.10637655723789,0.0,0.07608050713395187,1.2805949676925215,0.06379750849293166,0.0119566611591724 -2006-02-09,0.1497658827513491,12.373568114797447,0.4172775198271847,0.8090040549151523,6.269700725407001,14.794848156503477,0.0,0.00397483689746575,4.852328842200669,0.05827101596017817,0.008388452088696178 -2006-02-10,5.045004392444851,12.048102438336695,-1.5632204150951494,0.9281682597953476,6.368412246236341,131.04782531354135,0.0,0.19137456273733378,4.463916477073702,0.11077248837127969,0.03460009236930626 -2006-02-11,1.5964004205413505,10.902297741300421,-2.497039052216131,0.9296830152520376,6.031181233199787,86.42577831008427,0.0,0.08077021710695598,8.457287033477794,0.11711865014659677,0.03482149268568205 -2006-02-12,0.2953079873928102,12.964948767265177,-1.914434475120764,1.1173638226072908,6.7349628913999515,37.85195935384851,0.0,0.014758582757709082,8.998914760414747,0.10827140065408103,0.02491436737882294 -2006-02-13,0.08929900585455053,13.536706761499016,0.2328016696643722,1.5029776539602056,6.736920473721019,20.113246910917987,0.0,0.004014341950095868,8.207999146725715,0.09665790427029536,0.01682932505335993 -2006-02-14,0.06764643837877213,12.604955690466484,-0.0050197353686097955,1.7447562308516564,6.400884843190864,13.047630195047425,0.0,0.0027052057760962034,7.329907081066598,0.08617648863137199,0.011367007174361394 -2006-02-15,0.3719130579017593,13.315130308404608,0.15317552929414247,1.5946735324814845,6.654535963336838,16.489027256934424,0.0,0.013637895716638981,6.57993840578162,0.08098436152605405,0.009475958514072578 -2006-02-16,0.7642756034719589,13.253389647567275,0.012987553859164112,1.3334088177298402,6.644068276163931,24.64596517725104,0.0,0.027053786719175354,6.154059465518001,0.08059391822629695,0.010287742311056516 -2006-02-17,0.5781810833853455,12.781867314640765,-1.2469495672407465,1.5108200626390362,6.593868646047278,21.443780088747182,0.0,0.020077854413282803,6.125705038292705,0.07809573322209842,0.009753986661359933 -2006-02-18,0.7299010523610102,12.935563377625526,-1.00608154228382,1.1994445925919532,6.625484451415847,23.912631356276048,0.0,0.024911711672236714,5.942043155012888,0.07772363155258562,0.01014256299725358 -2006-02-19,0.6072622803910969,14.173893896277418,-0.17371042762204222,1.1033632107386675,7.010968319611608,21.48009525816128,0.0,0.020413215456060008,5.910167212424634,0.0759236397705052,0.009710545424489769 -2006-02-20,0.2815101901787626,14.570100668051223,0.21677214585172047,1.5672376241205468,7.120380813995078,13.456916017403028,0.0,0.008930827511397676,5.730413109875549,0.07003483497050172,0.007680959097736154 -2006-02-21,0.07615753869003444,15.211717538903393,1.2328409165995762,1.2440130310399466,7.2547509833162005,7.042617215141881,0.0,0.0021825851966393306,5.275601785898409,0.06234437174140418,0.0053322742066534 -2006-02-22,0.06176429896796445,15.054648005925596,1.1198705596467369,1.081931177948245,7.202376254278818,4.668147597463597,0.0,0.0015678592485583107,4.68506645131786,0.05529736352860112,0.0037097896239234388 -2006-02-23,0.12300749069385165,14.777115928838505,1.7820472274498764,1.207055240216185,7.003667001234064,4.341759582453172,0.0,0.0027909857502703833,4.160649659173226,0.049901704760345215,0.0028398674962427017 -2006-02-24,0.5524293634063027,15.18739819851461,2.0777897621303034,1.3143357425881006,7.126287697343497,9.86053108586469,0.0,0.01200486673113077,3.769839988065073,0.050351510759563525,0.003676538571711629 -2006-02-25,0.005426499290293374,15.731121404270912,1.1388671397969128,1.4212742803908105,7.4586688890899975,3.1747593699784518,0.0,0.00011058414470166422,3.794706174034897,0.044268972067547326,0.0024100918825407875 -2006-02-26,0.01150010000555121,16.368250739119038,0.922731134954354,1.811669308399275,7.731431345122692,1.7635215777392566,0.0,0.0002046381316915518,3.3153229166025735,0.03875523510789166,0.0016000157198458502 -2006-02-27,0.006103434419588378,16.181109118091374,1.9671842196187408,1.3977795088162674,7.533278285914143,1.1190653725317286,0.0,9.439229462248743e-5,2.887402742368508,0.03370738738061595,0.0010559076541765233 -2006-02-28,0.003970952781107992,16.162226320798496,2.698345868758228,1.1254962826906991,7.425274104822016,0.7289542599203687,0.0,5.355160012139072e-5,2.5214946775125364,0.02941996426329851,0.0006955002774352659 -2006-03-01,0.2596850059518175,14.315878331006813,0.0160138679469017,1.3062708665088436,7.012447068660965,2.5724281209163165,0.0,0.003239309471662788,2.205706861654646,0.02872014561195015,0.0009459707128613342 -2006-03-02,0.20427594062562646,11.427677840356946,-0.12493797152667975,1.0951571799316313,5.917552315396371,2.4234263600077495,0.0,0.0024791217935258014,2.1706228671584777,0.027665962749940345,0.00099326539010875 -2006-03-03,1.1636556297820502,12.128389551214214,0.07429054303884905,1.1911281435883727,6.157426121694792,11.85146424219089,0.0,0.01691011451484692,2.1353077508114695,0.03843068921579695,0.0032213838302817105 -2006-03-04,0.11726237009507845,13.694030674701835,0.22144087571869167,1.4206371135127542,6.739376546241743,4.324149995902636,0.0,0.001889576059301512,2.95187210690243,0.0357533381367084,0.0023846853378501304 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-2006-03-25,0.006251647895082294,16.957713047776206,1.629848363900769,1.488371177526421,7.774416241536871,0.6239745066910083,0.0,5.4023508099057885e-5,1.6185973946039933,0.018928390943106756,0.0004776080154477165 -2006-03-26,0.06051756249771505,17.918918233657557,3.1799934083536963,1.64611891335963,7.972225483488959,0.6264243578732637,0.0,0.0004641461768269267,1.4099160482636706,0.017129555738647276,0.00038157348264491943 -2006-03-27,0.04777720150058524,17.44596057677011,2.640141578197809,1.224545691463245,7.842944652126138,0.49127194911597216,0.0,0.00032932612047060356,1.2710527046823696,0.015363475251397685,0.00029853117016201343 -2006-03-28,0.146639059358629,18.245558760125398,3.3286502404743707,1.3266463819547627,8.077919095508218,0.8355906231021222,0.0,0.0009491458260388053,1.1429663703761157,0.015023029892566974,0.0003388512343758316 -2006-03-29,8.351450577527068,16.944911740372948,4.3645538974295786,1.5063812156426069,7.379627795749938,156.45541047969263,0.0,0.2390774755039473,1.1125013908433214,0.11024863112734445,0.03662365371916752 -2006-03-30,3.052977028192952,14.608860540730946,2.165917527003654,1.2388534108514764,6.7504160051230375,144.5324795536335,0.0,0.1635222839217607,8.251838908644483,0.13169344966545984,0.048738960670172464 -2006-03-31,0.16503430453804002,13.60284477729868,1.401590508864238,1.4781965119369196,6.454770709239108,48.223707560403845,0.0,0.00909638854670236,9.973218642540555,0.11810378087016475,0.033111832200585896 -2006-04-01,0.24438543778682176,16.611667788220732,2.332853340410589,1.23427433562958,7.521948831052467,30.83922579808858,0.0,0.012179890257405734,8.999888521178912,0.10768953109106082,0.023408814729362605 -2006-04-02,0.2718591050456215,17.34016077753486,3.4002467114610035,1.5065632159891431,7.672314574358981,23.941737085520213,0.0,0.01210171804120852,8.038254305494842,0.0968071933466112,0.017080703522678074 -2006-04-03,0.5970380601491893,16.445109794120842,3.745926917914995,1.5605040119181757,7.2472293133941745,27.786048460499153,0.0,0.02434788521182185,7.207095368805231,0.09091286922766645,0.014826060410379873 -2006-04-04,1.159076094319205,15.974537922697515,4.112674213712658,1.274307114879675,6.9870705191021,41.58197306035505,0.0,0.046629304706981234,6.826796716984565,0.09303000995206036,0.01675106898981477 -2006-04-05,0.6832258230757308,15.529707439778145,3.0932072482549287,1.1583519559945288,6.9620782768343785,31.567656857713384,0.0,0.027319153290488507,7.021116779341297,0.08975037368018449,0.015063903281264689 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-2006-04-10,0.7142881425354636,18.343813001374546,6.026760824169111,1.9902344667233176,7.640539536988191,33.20525472659626,0.0,0.029534778522284255,7.250223238692958,0.09278116375835602,0.0169775809565521 -2006-04-11,1.0215760077275704,20.097350198168236,7.078762847481903,2.040255414040312,8.217803227317235,39.78005845929723,0.0,0.04119469366247519,6.9126811416179,0.09242872244609533,0.017324107927904793 -2006-04-12,0.5409660572964315,20.9807131065443,7.674030613469474,2.0460678424637617,8.498988181957529,27.37614973277624,0.0,0.020774364184463212,6.807602065744872,0.08560584193781014,0.0144403838708129 -2006-04-13,1.6976960063376316,21.194169924572147,8.511398116131494,1.9352028582172585,8.428165348950667,53.64997503737362,0.0,0.06559748644910113,6.271104496936398,0.09283112912545075,0.019388197572936704 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-2006-04-22,0.1930343537039986,18.05868120409837,4.899284427310032,1.4703630050599552,7.6589323955911395,162.2453956617241,0.0,0.025625480439879805,22.973261040861566,0.269871652358179,0.13665506705535085 -2006-04-23,0.1106653918274726,19.020147898408283,5.384738208811654,1.1809072287590958,7.984472325664688,99.63322438305184,0.0,0.012591848488158322,19.957848389174014,0.23378459448126715,0.09087332081418917 -2006-04-24,1.0609557328782773,18.968235641313086,6.790074647651358,1.4493936234748497,7.711744726801698,129.3265002961258,0.0,0.10603194587158193,17.201490404613487,0.2127451295636719,0.07529919095269752 -2006-04-25,1.9866717624787908,18.290848677462893,6.536713683044153,1.3021618914609412,7.457330887512572,177.30395340846405,0.0,0.186865682390698,15.756012443729839,0.20669025506435237,0.07746929492343656 -2006-04-26,1.0243514745439928,18.230669433113693,6.42188931439871,1.6016801406415644,7.448990088548492,121.31612996621769,0.0,0.09119013950571286,15.391075886866123,0.19122861168508756,0.06431391581264537 -2006-04-27,1.9573281925566663,17.12878113877371,6.692721251676625,1.4573705086876518,6.902390419874529,156.7628667730368,0.0,0.1664611266049134,14.250930222120235,0.18881523375737141,0.06721150206418272 -2006-04-28,4.525963854290317,14.340791164811929,5.125637030682589,0.2917788417348822,6.00753014168756,327.51148063984886,0.0,0.41889030200694943,14.228146727672728,0.2184726873701892,0.10753376557058637 -2006-04-29,1.8649395680712664,13.141002963703158,4.750570713830491,0.2925678346039096,5.5655412218874485,216.40994341179876,0.0,0.1857479757822207,16.742157179555242,0.2167600757628444,0.09828230063186712 -2006-04-30,0.787145077555885,13.678699083990047,5.468102330341195,0.41050529604507774,5.631837618303395,126.27309462855848,0.0,0.07592446858729485,16.75776450004629,0.20438631458066717,0.07553778040338023 -2006-05-01,0.21061302405421006,19.0899928457388,6.488337371066568,0.8122344338631681,7.792766870426438,66.76854491347252,0.0,0.01873465033534355,15.786568529394305,0.18635633127235668,0.05202417204390745 -2006-05-02,0.8722300875890276,20.900598787135067,8.568795354910666,1.1815336817953568,8.194995849186666,80.46138181413173,0.0,0.06905285092565272,13.793937098098686,0.1708509152953012,0.04437960752257499 -2006-05-03,0.7426837417399225,20.106642222756747,9.430500465872152,1.4515390294209043,7.629133004199964,67.71812610357543,0.0,0.053141485716080905,12.550950048068485,0.1548618307587368,0.03698061490498768 -2006-05-04,0.775964085177708,20.534161673233896,9.251457713495236,1.5926187878902869,7.868846587886192,60.75889425121422,0.0,0.05095743961593102,11.51498606381426,0.14318124539405544,0.03183166518034548 -2006-05-05,1.6234455761239055,19.98075064010854,9.385135031381036,1.3409202874681687,7.572790940935131,90.59132835657876,0.0,0.10203812696319337,10.599846001831205,0.14239306886211875,0.03625773016415 -2006-05-06,2.162533849804944,20.12951931246849,8.959342719805349,1.4099295392699671,7.7384629538776295,120.78474782468776,0.0,0.13933327675560347,10.604765934306933,0.1487303960433294,0.044817627953608746 -2006-05-07,2.6725238687603827,20.460004191109327,9.036732868076287,1.4297400855829039,7.871178735820802,157.1294873907601,0.0,0.1827800375911135,11.037306030594085,0.15971023357305078,0.05700513026729963 -2006-05-08,3.609074071967664,19.924992377229234,8.974513618980028,1.3843266487558792,7.63222031951685,226.668267203041,0.0,0.2729499385222458,11.815388911306462,0.17968454779395757,0.07866832094048272 -2006-05-09,2.2586005797229647,20.745201157777306,9.900264192307953,1.2972604535718688,7.797274991402572,186.84884806114565,0.0,0.1820862487635062,13.347095446514057,0.18179579000740922,0.07893470082097047 -2006-05-10,2.909352535008254,20.56910253354975,10.80062077274111,1.5204258280960241,7.4776145012215105,221.3176726836551,0.0,0.2420149928028943,13.457625061594749,0.19066420473688261,0.08823313819925967 -2006-05-11,3.947703380911871,18.623107863510796,11.146434587608347,1.1392399937657594,6.3826527245358715,306.1722242501578,0.0,0.3579055383966163,14.200949620102392,0.21141951658821934,0.11193203150162419 -2006-05-12,3.6821563314060697,18.362622304453016,9.870375592770156,0.7602839566457602,6.639439008023142,338.0245775947689,0.0,0.3723872863063278,16.084948531750136,0.23027338471254954,0.1295639572488422 -2006-05-13,4.983888418386472,16.139801793372346,6.319618594555407,0.17793402505925246,6.491026739823091,476.1614222817328,0.0,0.5641731402592827,17.417369217189304,0.2609594805750546,0.17024374169008955 -2006-05-14,2.15825172227164,10.48115897044165,3.9287004675145285,0.2852423949215534,4.5650715351149,313.034786534089,0.0,0.2567428978317925,19.77433353001968,0.25549976471037245,0.14991357339332775 -2006-05-15,0.058255751579704564,10.734084625108393,2.6725388858995465,0.3245764940550425,4.959815890771357,119.47875643287739,0.0,0.00667773085922755,20.121873523527398,0.23508483939785937,0.09860347351327349 -2006-05-16,0.22334595570627916,15.31714102097434,3.642102475836439,0.4559899908970006,6.6422291909796405,81.14323846016872,0.0,0.0233469189196929,18.38202911554438,0.21674001939904242,0.06774114019900644 -2006-05-17,1.1074457277479548,19.033965115493547,5.290641010992606,0.6380581302814909,7.911979840258763,114.49455208448997,0.0,0.10551889999513464,16.401099081103844,0.20396268965216052,0.06016310977088413 -2006-05-18,0.3380516383857149,20.161577980470426,6.817911619346606,1.0624232703312029,8.138127087316331,64.15931528301573,0.0,0.028724967203516638,15.049391421711613,0.17925329076007554,0.0435371573999045 -2006-05-19,2.863384360780226,21.00300519354981,8.484786775909011,1.3180234331362382,8.195010720754818,182.76838733023766,0.0,0.23311363692437315,13.178889454638318,0.18688162558632257,0.06383563818614253 -2006-05-20,1.3732081062544423,19.40268829160093,8.255072041455923,1.3015314987472149,7.512950641566174,127.17741485029774,0.0,0.11013119687371886,13.719302298516316,0.17581752506375975,0.05832310185545422 -2006-05-21,0.07306732103778239,19.179766752065586,8.011494415796225,0.6667331625042306,7.461533544740178,48.87946568624016,0.0,0.005316096852037419,13.09336940519303,0.153380071110155,0.03877505240152492 -2006-05-22,0.25653160850074075,18.453387664745303,9.233933185053473,0.6905659241434549,6.830281623873404,36.796193829589676,0.0,0.01635880576830262,11.443926133446164,0.13630240875314859,0.02773160652968337 -2006-05-23,3.645911001681185,17.935031763432946,10.429273320037536,0.7361766257810861,6.226456048278209,178.59647072405798,0.0,0.24421805717610567,10.30446573793162,0.16251244135571097,0.055237779457336295 -2006-05-24,10.62853682838442,18.238584436500297,9.995353558530676,0.8915208597685327,6.509479868669413,745.8555851032032,0.0,1.0649115137850753,12.422535534141195,0.2685293820677969,0.19810570796032909 -2006-05-25,9.546075955258113,19.18966696844901,10.529027796303957,1.0985109143062577,6.824985117459702,1101.6148570496075,0.0,1.3927136709563666,20.334229481612187,0.34808532239932133,0.3410187356114523 -2006-05-26,13.980944897550115,20.581825414456716,11.710244256021804,0.9950316275647216,7.1772076436358585,2127.754571430937,0.0,2.7862896817831473,26.09526101592406,0.4668606579476244,0.6462409343820398 -2006-05-27,7.57479811683413,21.221687677773645,12.010214187555675,1.1314302808527419,7.4120853132913265,1755.9568375414015,0.0,1.7866513406297058,34.4984833885746,0.4901252361074106,0.692716535430456 -2006-05-28,11.514057442343304,19.576305430476424,11.768956778043874,0.8269239905619236,6.63454779459108,2537.1813366906154,0.0,3.0152757683393183,35.97076323514827,0.5531660025872164,0.9100461867137462 -2006-05-29,23.38105728480501,17.305783854611338,11.80036904250657,0.7474334770346518,5.38316148147816,6211.012231472334,0.0,8.319752265585208,41.1112691332349,0.7512919264140229,1.8592024839346877 -2006-05-30,8.157577931307175,17.403336013462567,10.749507517659742,0.8716076911633297,5.8289834079031095,3976.7762569387323,0.0,3.4747955949282545,56.35434613525269,0.7515202257470988,1.7393423963476762 -2006-05-31,6.336553919484206,19.002943864689513,11.741510894458866,1.323652244222565,6.334866735011496,3070.171530999852,0.0,2.599698897839321,55.74319767005171,0.7231870635381547,1.5280727129836205 -2006-06-01,3.173550677957902,21.404901902560006,12.940301719214599,1.2707871418609489,7.208596092921256,1931.1543231064722,0.0,1.1751455361975083,53.18120648570438,0.6564947556340469,1.173636784822626 -2006-06-02,4.589936794494505,22.520856428669052,13.303945756472212,1.382806679682392,7.678966087804002,1827.538546864491,0.0,1.5041930140955548,47.663133802709154,0.608712884933857,0.9930179935442915 -2006-06-03,5.919792551375045,22.454947297923106,13.895347460757671,1.6736665888310496,7.452388466342419,1908.581840917472,0.0,1.7892857377919702,43.93789100831361,0.5808082481828648,0.9188532283087048 -2006-06-04,2.7198066127399434,22.71126812066717,13.996561024598355,1.9259308567498228,7.55486604131224,1199.4163340440064,0.0,0.7506886736454339,42.26410358179618,0.5240320891608425,0.7124337058708985 -2006-06-05,1.6994053677697536,22.34679814585197,14.264330413158104,1.892707041734528,7.263965602919281,783.9170387293635,0.0,0.4104868338951959,38.235061374872934,0.4652094925979352,0.5262635426423271 -2006-06-06,0.7598864209186897,23.127024790876103,14.17305883268477,1.9413384084425458,7.716489685647543,474.4892955500847,0.0,0.1595195174471511,34.31487668773314,0.4085972364154548,0.36686203495650205 -2006-06-07,3.8539829698433454,22.961007937205054,14.7840724199143,1.6511022308467442,7.417208421243269,729.6904928804162,0.0,0.7340851810541142,29.953813333253766,0.39383793116295324,0.3505852555574323 -2006-06-08,5.328547971985928,23.431279597088853,14.967135511649053,1.460554582285738,7.611708472374718,931.6693036713531,0.0,1.0103763583770986,29.085004120802733,0.40089457587481947,0.38205925052176126 -2006-06-09,3.0045369680822773,22.346826106961945,13.667042360083478,1.2294487370795288,7.457918583369901,672.3385917566004,0.0,0.5536827095073242,29.469938541250656,0.37830564688494706,0.33300898727685 -2006-06-10,9.387387614618113,21.354058574459668,14.05496993197951,1.3638575929947554,6.779780957040223,1454.5919192814486,0.0,1.8384415045348597,27.93871128243583,0.43482377367059605,0.49670307730730234 -2006-06-11,9.116673189207336,21.39087961850208,13.518877479679515,1.4434156104213816,6.989807478162134,1783.8067656040168,0.0,2.0682112147977314,32.47633445603583,0.48453037089397094,0.638246069026691 -2006-06-12,5.023449734220077,21.906788906839846,13.449359660517453,1.3953944001355634,7.289406304988111,1320.711668245583,0.0,1.1892503620690933,35.90859398158073,0.4768305887428029,0.5965491295657923 -2006-06-13,1.0915033327058097,21.222812568874303,12.86297011285784,1.139043244965762,7.116060861544782,621.6953689143942,0.0,0.23665616528407862,35.12403541302976,0.421886500016141,0.42435984277930733 -2006-06-14,0.944909769485298,22.519850585073023,12.930587732718106,1.1276992210845582,7.7691454451102295,413.0345464269314,0.0,0.1792874093145066,31.306634642464424,0.375708650576813,0.30353746938368525 -2006-06-15,3.5138307851482318,21.008899845462068,12.677677416398993,1.296379129023829,7.060554196345846,607.0537792058688,0.0,0.6086897816621986,27.566698341713575,0.3620671155561772,0.29027063762428124 -2006-06-16,2.5182525121882025,21.09585210213193,12.412216533418212,1.298633662044968,7.188533705323248,498.3845674482189,0.0,0.41826936616129107,26.990135912553498,0.343752741082638,0.2526402323853704 -2006-06-17,3.6905580439518184,22.086364067451843,12.904800632269211,0.9983134585175794,7.549164654334176,578.9382043031284,0.0,0.5930936171534471,25.580096322598173,0.3409833003061441,0.25476418206288476 -2006-06-18,9.063588276114912,22.367707375938906,13.107454410664024,1.096300799778774,7.632257617527034,1244.594785520645,0.0,1.5955605039442897,25.18532616306693,0.3989766587084144,0.40878716624406736 -2006-06-19,3.9800122928034583,22.368389452663642,13.489938731497912,0.9431223672178398,7.512469963872882,846.5456477304333,0.0,0.7426170507578043,29.31937919405946,0.38791535936253646,0.3791756487465437 -2006-06-20,4.260478595974481,22.616932335455537,13.146344024771222,1.0969722267939874,7.74758229913511,805.6084256871394,0.0,0.7782445059231495,28.5990454676168,0.3827912017743233,0.3653247489635279 -2006-06-21,1.653505262817184,22.34641270765661,13.510860638029204,0.9000352701518107,7.492244558532605,470.88822577462076,0.0,0.2818926265408841,28.08758078269005,0.3464635107739605,0.28073155804911726 -2006-06-22,9.53584762331483,20.918317521600233,13.271731786357597,0.7884821191058847,6.806530024108594,1327.3490540007044,0.0,1.7214326072275767,25.613448083067567,0.40946549070305294,0.44485659475397993 -2006-06-23,4.242699970116513,20.33349007515999,12.636322186482305,0.675570647448055,6.708892725250017,935.0204787564484,0.0,0.8329046994902978,30.609735979644693,0.40600727558175215,0.41640277976515894 -2006-06-24,3.561383490378406,21.2822076270626,13.022199398752171,0.46228134312555497,7.0844355545616935,775.3850039701656,0.0,0.6861313820432664,30.420397637990906,0.39586473654904325,0.3755322777010988 -2006-06-25,10.023497693815566,21.401145291036624,13.525187908305249,0.6551828161719708,6.978717570906595,1653.9199392379007,0.0,2.0902170112401794,29.440370485760816,0.4597273380432677,0.5627202811064465 -2006-06-26,5.5691916509666815,21.031774322457927,13.603566295986896,0.7011364690052714,6.74895733472229,1312.5724472854147,0.0,1.2578524224138352,34.13549865081986,0.46253275267423655,0.5578310684744354 -2006-06-27,4.226898353195602,21.857166932197966,14.219147767276594,0.9542113606756326,6.983537502503343,1063.2857150757293,0.0,0.945482295380736,34.510084304037186,0.4512596139791033,0.5070854544186643 -2006-06-28,3.5789075373399517,22.69597095077181,14.410785432292744,1.3410092660459745,7.377512316555875,892.2125859443229,0.0,0.7669942946547796,33.5214943180558,0.43219455598484835,0.44687500983236894 -2006-06-29,5.7934688130109295,23.00729807787876,14.833774021576588,1.2713432466058758,7.401274635680417,1136.7996449239345,0.0,1.219725412143057,31.870022416854408,0.4387541658544992,0.4766158410459562 -2006-06-30,12.465231920293373,23.563322931284123,14.96300672656833,1.4014612002374949,7.662588354926444,2324.3342389554655,0.0,2.9691508057660094,32.323310533398406,0.5217561872895611,0.7623515844549781 -2006-07-01,8.437564141217786,22.490336699199553,14.902453719536151,1.1151466616491978,7.087175495253909,2136.279058206372,0.0,2.2382081689978595,37.98358082632862,0.5407749009230505,0.8370553093096664 -2006-07-02,3.853538959522552,22.743932966872553,14.909618255503604,1.0591974184478703,7.226922372580439,1346.8099075878054,0.0,1.0079632620964456,39.82120593586411,0.5087812000361905,0.6983609618649972 -2006-07-03,3.676139172207321,23.398061658142236,14.823526867627516,1.0392986126664159,7.6191817639275135,1107.5777438661157,0.0,0.8934071344490202,37.44194613867697,0.47899784733194734,0.5906345975626186 -2006-07-04,12.675927757773227,24.09821548966713,15.315948414921095,1.1146188244063668,7.835485247112299,2587.6670525208237,0.0,3.2853522156229076,35.02146869225896,0.5556423663739058,0.8847187718998314 -2006-07-05,12.428342444305825,22.478875783562174,15.606041256580966,1.070576774997867,6.808785626641591,3195.526743192163,0.0,3.7117882489935194,40.17214377494212,0.6127600416492174,1.1410849331763369 -2006-07-06,12.258206216917108,21.280807499906466,14.938181242604935,1.078883324215948,6.375363489218785,3692.3999949007084,0.0,4.1627688876820965,45.12083587428469,0.6684269813599396,1.3766357194493868 -2006-07-07,6.945402577455161,21.669763402713297,14.481032004856262,1.24160834282707,6.781036944548675,2759.764561027479,0.0,2.4563574648787405,49.43813312818541,0.6568300061583048,1.2701418628126457 -2006-07-08,3.406610567106916,21.46118883121128,14.899548235101914,1.1020920054182943,6.497726236061817,1716.6912388852777,0.0,1.1139057594982225,48.17494357554217,0.6008901730116539,0.9964112634252276 -2006-07-09,0.5360468257567766,22.81829085863853,15.04252472457331,1.1098754388398788,7.221167450642482,825.5960727996767,0.0,0.15325486596242321,44.61670989997233,0.5259990369007339,0.6719522185082376 -2006-07-10,7.7901860076421,24.09877133105094,15.242894364228489,1.137196601602844,7.862195700338227,1815.6774695935896,0.0,2.087418297147324,38.66224623462342,0.5411393764847413,0.7552495852691671 -2006-07-11,6.870140793877512,23.171576718616986,15.694437282351315,1.0478271965818842,7.178924162130888,1817.0726370423552,0.0,1.842041600475108,39.15115062808689,0.5361168779111879,0.7721100290826313 -2006-07-12,16.275744282897197,23.31751430337155,15.837757204156626,1.3212086484076309,7.208618295371429,3901.324480425166,0.0,5.024804340201936,39.411395058818954,0.6487174601414478,1.2677080310369755 -2006-07-13,9.553231425867912,22.29784061206698,15.838439101520786,1.4340487468874674,6.608165306000948,3279.1957847002946,0.0,3.2968694224035584,47.14100826733311,0.6604494971942726,1.3272154195141261 -2006-07-14,6.1021673425058625,23.94001671290357,15.893868688089904,1.135285880477907,7.545798887603637,2444.026181232009,0.0,2.0907604223252507,48.62069677312955,0.637484306796977,1.182304019684473 -2006-07-15,0.8948309674646544,23.35603799583133,15.560826806897275,1.2072420933521864,7.337676750487578,1081.6368732169756,0.0,0.2671431940089426,46.01355902291719,0.5464509754604902,0.8103008462691761 -2006-07-16,1.2498156987990021,24.523529943632717,15.108984724846973,1.2698763774704795,8.14225564052777,759.8824259048758,0.0,0.31615103144185985,39.992396874239994,0.48044384587292455,0.575606431757601 -2006-07-17,20.444586920434823,23.608248597050284,14.68623614246092,1.041269711653175,7.7863950807306574,4243.7644002958,0.0,5.8918602451763356,34.715912845178664,0.6425824657377515,1.2718154952319511 -2006-07-18,18.70514333705303,21.376060126774693,14.734418571554064,0.9606423976172758,6.520350340128668,5801.720101898656,0.0,7.088479197576021,46.088752934875124,0.7548050109786499,1.9072177866550482 -2006-07-19,1.6921367704727381,22.271559911853647,14.691515906247366,1.0517185264959683,7.049589013145105,2099.41308346319,0.0,0.6434014632457044,54.99422957750166,0.6603577780544746,1.3394765175031924 -2006-07-20,0.5095770777149802,24.389762825882446,15.049561896798735,1.0455329123775292,8.093660554031231,1047.255340441966,0.0,0.16007475037228214,48.10457119373097,0.5663219042384424,0.8963100029963086 -2006-07-21,5.1496649341142815,24.549646254787536,15.608629621321823,0.9973717694116048,7.995971427688609,1516.3270439606179,0.0,1.4061429667778258,40.659726101213465,0.5336483819128858,0.7975617247552611 -2006-07-22,13.417807989629404,21.621694035869478,14.755098578976062,0.9530088222997076,6.658626824315921,3138.560312255734,0.0,3.883338900121638,38.517027602543074,0.6050056626446115,1.110470912785868 -2006-07-23,1.004699645522662,22.42808096610389,14.119898934817936,0.5787941603013805,7.343048289249156,1143.9569723768343,0.0,0.29009132794227677,44.73859068277672,0.5328783534416105,0.7670350622339811 -2006-07-24,5.121395218246215,22.2832298991044,13.53327623477262,0.29208722886289723,7.460748704430455,1405.3769811781365,0.0,1.3340248526708232,39.038658230235484,0.5144347160125964,0.7024287659812133 -2006-07-25,6.091667108290758,21.483621627894262,13.014610422077876,0.2164171335824791,7.2059300182790516,1546.3786777428413,0.0,1.545062947113892,37.64364342932706,0.5094867487511089,0.6925067711212145 -2006-07-26,3.5331936947460183,23.050388684652386,13.097184482351851,0.9567411567979464,7.997328128804936,1107.374216858806,0.0,0.8585503137226245,37.50944748834287,0.47811897433641254,0.5815163286465976 -2006-07-27,1.0752358832759925,23.196621704269056,13.603456663033063,1.368699431602077,7.924461695241043,585.6179689686008,0.0,0.22958002720364812,34.666343745337585,0.4163651972826042,0.4134967493653658 -2006-07-28,1.1676663611099534,23.139337494473864,13.743802225102105,1.0159523558140613,7.853169295476257,427.25083308648436,0.0,0.21501249562816782,30.370322758592103,0.3673962146655894,0.30190577828776705 -2006-07-29,16.548097479759488,23.514850643520152,14.006226245317974,0.8024653379545309,7.971681013426264,2527.164536569176,0.0,3.546656795213657,26.92137024228253,0.5063898599872791,0.736557363252007 -2006-07-30,15.372085232238348,21.983849432463465,13.91759230422267,0.1649499617901972,7.1813227242874005,3524.279480385187,0.0,4.344511269566112,36.65489328931253,0.6060790653696025,1.1409802467119525 -2006-07-31,5.9238207612143166,21.79042131734916,13.44227523259604,0.1453291027280846,7.239212915328317,2190.9490545044514,0.0,1.8068064200043645,44.27225952083013,0.584750340824754,1.0178374835914994 -2006-08-01,2.6971590005215664,21.278828533701155,13.05645380800521,0.29353918177862803,7.095291549934151,1280.6156559422577,0.0,0.754354751572976,42.74514272900114,0.529372040105388,0.7774260183227406 -2006-08-02,7.470635770400832,22.331000184577647,13.142791578229986,0.34219879518421426,7.624593107716962,1873.8812736722593,0.0,2.0124858115417927,39.01008097904985,0.5414688718382362,0.8124984937830025 -2006-08-03,1.5694628999831717,22.359506970025173,12.230740227849108,0.4597916620396372,7.908006739126018,905.5179998523215,0.0,0.3917683388182307,39.38677579828663,0.4771124439029169,0.5885508491278357 -2006-08-04,5.117828904931561,23.185000085066672,12.60862585030194,0.7027037874210488,8.221739759501379,1177.4794811822037,0.0,1.1670480886041874,34.665037604362766,0.4634434525481651,0.5608192529619733 -2006-08-05,9.940223919166042,23.60420073070288,13.180075042062011,0.8270587053448725,8.278039775181682,1975.0838264857466,0.0,2.3574024604295456,33.471926314024216,0.5057221500594729,0.7240163252323951 -2006-08-06,13.386366081029813,23.65684795102797,13.737948404062534,0.8285184278663823,8.14551054640463,2994.1113480789377,0.0,3.6443919284787114,36.35583536533591,0.5794629597709945,1.0262131079794121 -2006-08-07,17.317392348150534,23.00421788958924,13.686907715553756,0.6090824345846536,7.820954048140797,4634.248171297495,0.0,5.731255094884666,41.49855389788608,0.6851659416443091,1.540684756217291 -2006-08-08,5.004857117728882,22.868522937160286,13.902986852567802,0.4995953806007065,7.682872183638766,2462.729593331023,0.0,1.6997909363586956,48.83453238865441,0.6271924259176846,1.261731644863068 -2006-08-09,2.7507985028135225,23.896302687626864,13.93589995768856,0.6451146009026374,8.219298487315552,1484.5074289637214,0.0,0.8233367017716788,45.176333501198364,0.5583186299931838,0.9466931752599482 -2006-08-10,0.5571139963141093,24.904089612209848,14.275700253770587,0.9219197252456891,8.649143727148955,764.4615751189926,0.0,0.13950759662367462,39.999860925300084,0.47246129129963566,0.637494855020162 -2006-08-11,4.107609829941608,24.34665850152283,13.920970887533601,0.6789357274629628,8.464679445823661,1012.2849840833403,0.0,0.8954267357765131,33.774187414783455,0.441297283083495,0.5513211368509501 -2006-08-12,7.598259640208934,23.64743386336,13.767487419672465,0.3253713259903425,8.147890631380134,1484.6650933813535,0.0,1.6424736338761692,31.75323364019687,0.4584182465719632,0.6089750227051065 -2006-08-13,6.957559431140805,22.92707653747199,14.251552567992173,0.23412146926808625,7.6131371788343705,1513.8670568795724,0.0,1.5585474006363391,33.17596257840729,0.46752835165051204,0.6337259838264654 -2006-08-14,4.027208037938847,22.628244380955998,14.09432634133532,0.18401424097974065,7.506180588394309,1091.5550652917889,0.0,0.8894266972365354,34.21596413332078,0.44550705624246006,0.5479541843356588 -2006-08-15,1.3294250627515711,24.617309550877987,13.954263681179292,0.5192509850881585,8.60818001670804,590.180482432663,0.0,0.2670283096307915,32.73104994414753,0.39678146693979394,0.39735142505562093 -2006-08-16,3.5685205014898487,24.69122660965728,13.987774556673395,0.6205057349113378,8.640258723465873,698.179602210886,0.0,0.642287774039096,28.549615266952134,0.37415453022873424,0.3564549041869352 -2006-08-17,4.305947921882645,24.18085526959291,14.66888802867441,0.6727154987354721,8.167062816870885,753.8200776842008,0.0,0.7394580063548872,26.94300859785732,0.3640291806185554,0.34462879458536044 -2006-08-18,13.51260859864781,22.71822599906919,14.919903606014364,0.473421038390729,7.2774174070618525,2039.5129836757376,0.0,2.708473245803594,26.50062880115338,0.4661271174077134,0.6367422111559717 -2006-08-19,8.611504545104541,22.690946757231522,14.431992029154468,0.3534685446784731,7.439580808058265,1918.38857368176,0.0,2.0563367889340682,34.370240464091275,0.5007082206847218,0.727596906566504 -2006-08-20,12.97911580387408,21.153267518511466,13.944777548601255,0.5553638769360659,6.759618543207483,2922.1404856863255,0.0,3.5467011705827574,36.695750335702606,0.5786785490486195,1.01366903708393 -2006-08-21,6.4411314396427635,21.830020819821893,14.134063326983096,0.8543608110300219,7.072944442866087,2117.3297625068417,0.0,1.9009077432737165,42.79399431181872,0.5735558713339463,0.9492921863592378 -2006-08-22,8.735463645078063,21.608921234729,14.371528505456883,0.8943238329328616,6.8634652660914695,2452.0823398271646,0.0,2.6136439852261333,42.13080670330347,0.5925576012224978,1.0159105042037853 -2006-08-23,24.307282597429676,21.089335525586666,14.276024777900968,0.6893972066823365,6.604965332823902,6924.949852574571,0.0,9.341677909075443,43.661487550223214,0.79179014150028,2.0837184549325345 -2006-08-24,17.476797587689294,20.052541730214962,13.359732086624,0.3249329882579556,6.368916800973036,7505.097818918745,0.0,8.564172411286652,57.19878701994375,0.8699199878804296,2.6604245459039304 -2006-08-25,3.2605578267342317,20.5231893477904,13.186746753364284,0.4574568129867095,6.69986526228663,3253.0817743879606,0.0,1.5031664420930575,62.1296503996509,0.7617516414057136,1.9606906362307166 -2006-08-26,7.2844629739016895,21.688545670925684,13.680957119029205,0.5382141500785079,7.170443813108134,3353.485667248628,0.0,2.9833962868885067,55.18681629895887,0.7277480958932707,1.7305836095515696 -2006-08-27,8.484729186164394,20.35227647478863,13.75372463901332,0.7119112539054692,6.396114181092561,3460.582585090509,0.0,3.29376938463092,52.385148979817416,0.7090928575204162,1.6280536394277836 -2006-08-28,10.634813287918304,20.873348794167796,13.629712084225293,0.9728603074673804,6.742765200876201,4021.123697826761,0.0,4.219437004642762,52.16391323721925,0.7315626346240887,1.7022580176444708 -2006-08-29,2.627214297457628,22.60013254040164,13.942303366353235,1.0806280317355983,7.5896484907362405,1999.7960103469218,0.0,0.9664620857668718,53.192903136024825,0.6502665648533228,1.2552480932784926 -2006-08-30,11.079806261411042,23.215039936159105,13.976746264005694,0.8963243856899509,7.9142690655638415,3420.402449982619,0.0,3.8688707867693193,46.81692129026134,0.6744576663805483,1.4062002434425909 -2006-08-31,6.692254751029522,23.047745807942015,14.165209392467188,0.8721182215506976,7.766376190158876,2632.1918768564256,0.0,2.276039398985623,48.03195543347141,0.6374999875876575,1.2619308890628398 -2006-09-01,1.1944467751567884,23.2429696101171,13.608175447206195,1.0254934261231254,8.052280858194043,1203.5132694920972,0.0,0.35572145090911955,45.77356138710205,0.5471454867874411,0.8756215439344435 -2006-09-02,0.0990450180360616,23.728726195855824,13.6406484964151,1.258106755226689,8.302537557811009,617.7411647917572,0.0,0.024184560231144805,39.392205398260195,0.46004632255688954,0.5736709274578627 -2006-09-03,0.04781980267697825,24.121580989808113,14.093611458108628,1.2674528910499117,8.377881099580595,383.380557266681,0.0,0.009539737832993535,33.17533344520341,0.38702723550947016,0.37488537725528587 -2006-09-04,5.041319845913048,25.174791462852273,13.982485690042036,1.0941397823183898,8.968367461232981,841.9778737163141,0.0,0.9141011269598636,28.006315854572374,0.38498257494866056,0.3832181614023687 -2006-09-05,9.56628351526934,22.92908988242346,13.931492851488835,0.5220877185907833,7.79804354160654,1511.6420831084624,0.0,1.850904839501979,27.50461045851744,0.4318508091478262,0.5312846166990545 -2006-09-06,5.288906462167412,22.55354967816333,14.121729692751137,0.9289406496425759,7.533444595232795,1170.8611443353489,0.0,1.0923370557806473,31.554544506110187,0.4292012521656394,0.512165768724484 -2006-09-07,1.5711057857707549,21.561699645913095,13.263982227382805,0.9039449375927932,7.285816573115214,603.9334579004045,0.0,0.3040686764569043,31.548153744777746,0.385816944062847,0.379694791587857 -2006-09-08,19.25207272529347,21.62871982078627,13.019185850592608,0.4046141113272011,7.406581269000093,3243.7019044524172,0.0,4.551778460288798,28.586199484769793,0.557283473572501,0.9402389768058156 -2006-09-09,12.275973955780929,18.3300858397563,12.375244900841556,0.1020909611450979,5.817104074533691,3301.026183692404,0.0,3.709535755466918,40.68283365943364,0.6169342432450187,1.1768830017054182 -2006-09-10,2.1359459478675173,17.251973332784456,10.802318952547223,0.3691954543472021,5.815001777501773,1430.5513891458115,0.0,0.6564402031179863,46.46702216989938,0.5661916630196547,0.8660482390002575 -2006-09-11,3.6733705144239246,18.665108819930577,11.269712214500025,0.4287560787596547,6.414152352349093,1301.6253990309242,0.0,1.0438116990388004,42.82089617308019,0.5416267194400883,0.7226924505324976 -2006-09-12,4.037763232851287,16.874403721636412,11.542751246038101,0.38768924635661545,5.322895908434366,1240.381585435635,0.0,1.0797028894976641,40.489873561359914,0.5187168130506339,0.6348395339231433 -2006-09-13,0.4770217564116674,18.04416781094146,10.355634052765067,0.5400161013424901,6.393770866269829,558.2414657305553,0.0,0.11854686517308116,39.78621743714272,0.4690394689953786,0.4313012106187888 -2006-09-14,0.023808705928077014,19.429529703963823,9.915462939300586,0.6167578764197139,7.221428056151228,296.10810238433095,0.0,0.00509364384573038,35.25260763549767,0.4109463600109707,0.2815323994788776 -2006-09-15,1.425147135541608,19.955516147411963,10.417899475709152,0.6713724554148107,7.34890192797227,357.1371848135838,0.0,0.2643961902736516,30.44561751098701,0.3712728241864243,0.2235225858818209 -2006-09-16,7.140889549563098,20.25791622119679,11.278788891139481,1.0202293665248756,7.260246902198784,1024.018513561205,0.0,1.3212408484526348,27.49403146650102,0.4034733739125546,0.346681135464461 -2006-09-17,4.952601329802714,20.50629602885053,11.113785879379904,0.7565567250682683,7.438859881231549,930.3616774298738,0.0,0.9596112291838059,29.880257844866133,0.4057792194099717,0.37178811097159437 -2006-09-18,15.822681284231274,19.557822650953856,10.24025085764741,0.36986257737467293,7.212343782158537,2715.1271219311766,0.0,3.6914661960911896,29.93157787407565,0.5330061328827406,0.8040968478849121 -2006-09-19,16.1383211270373,18.19309359543808,9.245608150942548,0.4000944284276513,6.816520593611149,3969.113536307941,0.0,4.939738307005889,39.16305058271505,0.6442235284837865,1.2755773864783326 -2006-09-20,7.582920742188278,19.134604215177266,9.695146355777712,0.8525704774551376,7.15996847324249,2805.344144973543,0.0,2.5590040388908113,47.27612455669535,0.6390707253553758,1.2199870950618117 -2006-09-21,4.327332081837876,20.40633616176166,11.10567866691684,0.8284899927183245,7.407225292535459,1862.2629341861766,0.0,1.372355065095479,46.54421241415409,0.5926190414703305,1.0031155916931873 -2006-09-22,2.7207444618648595,20.80328275498314,12.038928826182227,0.9276866004924128,7.337208465595555,1248.0138075886155,0.0,0.7692223400764093,43.119424102590905,0.5340069192836572,0.7701065686115665 -2006-09-23,2.7091405530733503,20.859964670135728,12.292681067619311,1.09557735225571,7.2913392865355835,998.736600678244,0.0,0.6825120045397632,39.12286927771996,0.48731458449537246,0.6052257164687498 -2006-09-24,0.7922309496551156,20.792552305459463,12.20356464733272,0.7129678268250984,7.288149136618874,551.8437646447112,0.0,0.1751222753690007,35.86788297654503,0.4270654997874016,0.4206384492855132 -2006-09-25,7.032637665664643,21.89638173940666,12.132358507185812,0.8742813182095371,7.892252377685514,1264.8504322295817,0.0,1.4964721243868677,31.56319012308674,0.44961525535608354,0.5016758485140171 -2006-09-26,2.685168783914168,21.18650252031522,11.890171831772893,0.6764571264837385,7.6000276410415815,775.1522631246215,0.0,0.552305884551298,32.74449703983934,0.4127316126944243,0.41066412865057444 -2006-09-27,2.326185553489172,20.44171700982962,11.932414689185336,0.6376203312405597,7.201013536883436,591.4583114257167,0.0,0.43679905071234204,30.325508036253392,0.3803701175037198,0.33383215475781586 -2006-09-28,2.4971979582741897,20.84296316845908,11.380483041971544,0.9474713520325856,7.58121546467827,529.9268906794003,0.0,0.4353241546221662,28.24229709744974,0.3580942995870773,0.28359357613831393 -2006-09-29,0.017027835242838348,21.53996016089432,11.483683794709735,0.5609999283097492,7.912304248551132,213.70817573488327,0.0,0.002623934055079543,26.40661478873558,0.3078175415965679,0.18500562189072897 -2006-09-30,0.3551636867615881,22.57983952534829,11.666026712815613,0.4776878852137558,8.394487466636512,153.04338107897013,0.0,0.04649991343922272,22.601420227002084,0.2674286556304517,0.1275102633421436 -2006-10-01,0.9547148413321948,21.14284840472865,11.577428639333455,0.1720201065260585,7.691692759423227,156.58851504797772,0.0,0.10829401244560855,19.47798667172087,0.23802713491957966,0.09949255165507231 -2006-10-02,0.451243741357888,21.303753254362746,11.620069903599255,0.44920470280468827,7.76671916009415,100.91716647808909,0.0,0.04539526803945221,17.61640943152705,0.21047592344629998,0.07167707515220054 -2006-10-03,0.5857336257077752,19.525429484975046,11.842551815698386,0.4790003906766743,6.764888104045654,83.76501381753593,0.0,0.05200905789082144,15.57192342364338,0.1882257621202601,0.05457755448535846 -2006-10-04,6.73564696339609,18.822158553402073,11.850849047174188,0.4970679418246653,6.3808899351598525,475.18308463628114,0.0,0.6680470096811133,14.223104753086716,0.24415526353077932,0.13724744898040214 -2006-10-05,2.25823370664125,16.977718017221772,10.793050366127849,0.5813879102658932,5.7503016449084345,293.2266877960438,0.0,0.25241500018309626,18.55415036057284,0.2424501795418565,0.12777555131285495 -2006-10-06,15.438683685659099,16.561220922593538,8.216451534133402,0.8945307204830781,6.367708151837838,1658.5634967250735,0.0,2.3845898268101724,18.65987841566977,0.3972251557960491,0.44626490667804497 -2006-10-07,27.216469546425877,16.03080153429391,7.853475829144549,0.8654197320216838,6.2138902890329035,5389.998626539455,0.0,7.592571400192078,29.99273087976713,0.6664484409850319,1.4465786390907438 -2006-10-08,22.07215183006887,14.793107891014955,6.288725595843881,0.48169259259669395,6.041949062863723,7607.521671262627,0.0,9.51352683041381,49.49282151830815,0.8336834733198708,2.390229706306835 -2006-10-09,22.80180711367683,13.949388824462616,5.6078597154511485,0.4427038014671337,5.82630321963602,10763.372420442209,0.0,13.197003100934523,60.60680194559976,0.9716538084464182,3.565365876946214 -2006-10-10,6.6663430458140756,13.952896238174635,6.747426223251169,0.4223943769792345,5.530511785464704,5535.421939390321,0.0,3.680509088533954,67.74570733960933,0.866849992665859,2.8812974938865312 -2006-10-11,0.8029247688090371,13.985635012419666,6.577948021866104,0.37460829508279736,5.5972500207200735,2393.00830964252,0.0,0.37046696729567175,63.40308276802927,0.7479565053527277,1.9319983161468044 -2006-10-12,2.2235730655997124,15.316149245262242,6.733154338470789,0.5363047123993919,6.187952752908567,1867.0901820258389,0.0,0.8687635967996847,55.82986431867481,0.6762832298012337,1.3899221915830131 -2006-10-13,0.22415261271702933,16.82648001456889,6.684302615595224,0.6365392719028445,6.901130481592582,1006.5219756507611,0.0,0.07411102980293735,50.199906822688156,0.5874061435663142,0.9160585194931966 -2006-10-14,0.20717205536420635,18.300701214782013,7.853894367857921,1.0129401698850469,7.32154727170987,641.7587663901884,0.0,0.05676213257042917,43.26477573308283,0.5064187510813138,0.6049539146597024 -2006-10-15,0.3158844514923256,18.78407347057712,7.570974870566915,1.1108808258325709,7.61438048510951,444.9123923630859,0.0,0.07230220094367712,37.196060585062305,0.43698875533457004,0.40480564380982914 -2006-10-16,0.21777042270323485,18.921569414207305,7.618356364797591,0.8994207205867465,7.672188769975216,295.3521140901919,0.0,0.041880741627372736,32.04751788965085,0.37586875770869566,0.26988640986394596 -2006-10-17,1.136246630276258,18.8781961391642,7.09106457942108,0.9941899534563894,7.767251201433579,301.50731846146437,0.0,0.1883692455369188,27.635605365826425,0.3351725904960478,0.2043653685362353 -2006-10-18,5.861154768211571,17.94597657290373,6.0992286182377935,0.8478278135722197,7.547886289512356,763.5653567395829,0.0,0.9481748556500671,24.649766811951732,0.3554315733943832,0.27740587872448 -2006-10-19,8.110247418917275,17.966440654327872,6.10550527017628,0.6819634872156193,7.560140364888001,1189.141127524421,0.0,1.4584122795010153,26.232696254736616,0.40007203561027765,0.40264300337487274 -2006-10-20,1.0442976258999233,17.151135019234385,6.6164713885409006,0.7184825188414465,7.092657655161602,472.0671041967265,0.0,0.18534754136633413,29.443693758030427,0.3551644521373636,0.29032357225292055 -2006-10-21,1.1558377835853293,17.70475311183688,6.570840492225237,0.6810830755487528,7.358184923921592,325.9855997916692,0.0,0.1828447325418161,26.467161741359185,0.32178923724829617,0.21682781198874024 -2006-10-22,0.32016313199395185,17.496971515970873,6.952701516710426,1.0252974556190573,7.185591715589466,182.0703330880173,0.0,0.04447764668028242,23.887049040540877,0.2819976278779341,0.14791709346440307 -2006-10-23,0.16303878445108974,17.161033416407722,5.521398076992888,0.9416495363134948,7.331560147261662,112.61424705340826,0.0,0.019671502360669807,21.048254639359282,0.24709720339147168,0.09928235257971234 -2006-10-24,0.4325642754790781,16.24016314267198,4.650695013890334,0.7251041359096096,7.09484767815625,95.80098066388663,0.0,0.04558064408080503,18.41622506385036,0.2195756307738929,0.07156847167431873 -2006-10-25,0.04712731311887144,15.20118084399758,3.6986921876089256,0.6453559128391987,6.8228723611237045,52.18275107963875,0.0,0.004358554516962453,16.4628446260133,0.19232999198680564,0.047251365655118095 -2006-10-26,0.915502669013663,15.903719476046133,3.681321125275171,0.7239128678275376,7.125521519656087,81.1726341783214,0.0,0.07646466684422815,14.51425197016422,0.17974619200155034,0.04240129335232483 -2006-10-27,0.13329636630552544,16.31411176240098,4.609174341838012,0.7636517011402573,7.14609351892536,38.61985808773644,0.0,0.010027792494717302,13.488761101492416,0.15868774418783768,0.029128128657569856 -2006-10-28,0.4187615169063745,16.210522450457567,4.3803503708537415,1.0142158351843509,7.145886270456655,38.196110604316864,0.0,0.028027623607768726,11.912654031020223,0.143652639887125,0.023228662475072166 -2006-10-29,0.009075507438271044,16.201171123784086,3.4377995729102366,0.9026850071304828,7.300614552629059,17.165052855356784,0.0,0.0005383526061696654,10.789723244810856,0.1257986921567338,0.01520273966140575 -2006-10-30,0.23277810472131602,16.28614294104967,3.3610605780091007,0.9288592397153846,7.351782769434407,17.996078883887336,0.0,0.012152949318967182,9.425500189494093,0.11251240121916464,0.011746735057835038 -2006-10-31,0.04794005665019863,16.095866128558132,3.5824007175504176,0.5342340331664724,7.241718588684581,9.804485483809977,0.0,0.0022079228939613296,8.425282449166557,0.09870730384365625,0.007982761303933912 -2006-11-01,1.2343971754553582,14.630123924539662,3.0767290972505177,0.6242954423602532,6.713779568342991,40.618329825990685,0.0,0.05394358907665442,7.411025331488178,0.10071331723719462,0.013410110754392473 -2006-11-02,0.0,15.658623574019119,2.4763245036256434,0.6557488737228969,7.2328663837862885,11.871467813764326,0.0,8.881784197001252e-15,7.639957721033233,0.08900033341565405,0.008729351825905396 -2006-11-03,0.0036570028673063703,16.742968624356305,2.869238131711238,0.7055892049328194,7.628102066969694,6.011271574928991,0.0,0.00013250727152542933,6.6854828300859515,0.07792394894513353,0.005702573948723087 -2006-11-04,0.3290229183404647,16.561536892752578,4.276743172251952,0.9719480427286756,7.341200096833699,10.676654999463084,0.0,0.010625713490158173,5.8100747722190675,0.07151633049314535,0.005330029470166226 -2006-11-05,0.2838367504271204,15.980318764657078,2.793622311252624,1.0345353512622646,7.331461468983615,9.596691088130367,0.0,0.008433652442903394,5.3636811341035395,0.06578975866716208,0.004753746846870302 -2006-11-06,1.5887971937790786,14.722032772811794,3.159923368254944,0.617421042270234,6.755813629358145,35.75743371852451,0.0,0.04917872443394078,4.936024969577855,0.07600975937574697,0.010582653074230352 -2006-11-07,0.5815050292743822,12.321663278073014,1.9886212003611876,0.7336038124618035,5.963122496505945,22.221031316598154,0.0,0.019041716584008883,5.765511497130658,0.07393844412116973,0.009788192416205993 -2006-11-08,0.10348202137596407,14.234555140063412,2.8911613510295457,0.9857199452084799,6.603571824838324,9.79714528034447,0.0,0.0032121286179384034,5.695203203160861,0.06755075580266542,0.006860747252153429 -2006-11-09,0.011271794496466371,15.828484375397911,3.1439262578370344,1.0532763756399257,7.231169709291558,4.956121392818443,0.0,0.0003126632877836228,5.14029083257909,0.060012215795264987,0.004513631610511433 -2006-11-10,0.4669447894970741,17.012022157260727,3.970654680374326,0.2835598234578947,7.605943127306773,10.769813080294567,0.0,0.011929257558483619,4.512213892903736,0.05800382659751019,0.004754567729691732 -2006-11-11,0.36442579049360063,16.84103267641815,5.589645732111147,0.515292566836199,7.248970666349921,9.56713873194147,0.0,0.008844288837057734,4.329519350681211,0.05468128199835758,0.0044416737577866365 -2006-11-12,0.34939206147492274,15.311790434501894,3.3348716762079302,1.0571298325595246,6.994653232594885,8.71516277485734,0.0,0.0080478952017361,4.110628144425997,0.0519562149241911,0.00411673179214352 -2006-11-13,0.2085116832935876,15.792284079197106,2.683241999134676,1.0950250236186652,7.298087070707791,6.137477987878778,0.0,0.004512600139834788,3.9255007429602538,0.04815844507465284,0.003366908945365519 -2006-11-14,0.4539324176566825,15.611413274483384,3.1563548599040856,1.189120698443331,7.155443626323975,8.61104666297218,0.0,0.009366729117631978,3.6175219915129118,0.04742968654199866,0.003617922359781565 -2006-11-15,0.8635462550054739,15.38579344913025,2.2576872125670446,1.2746844809292963,7.1975738865352605,15.052830374444971,0.0,0.018571342136437408,3.5727853780609835,0.05168025909336184,0.005182858605048311 -2006-11-16,1.4593566934030686,15.087977381506693,2.021622183353069,1.3200155204071833,7.111793242066894,28.191940254055247,0.0,0.036276342609318446,3.889282544821235,0.06230802484828859,0.008897406423317608 -2006-11-17,3.3670844711530927,14.710786161012475,1.1322884160497677,1.4952702498677146,7.078731858588152,83.96610613696437,0.0,0.11631687234701715,4.695445896855933,0.09392301857262042,0.023502755545366204 -2006-11-18,0.03540113751764044,14.921313820828965,0.8753673004574326,1.242217471727501,7.196158039852656,23.103428768767003,0.0,0.0013624572110669045,7.075571936550776,0.08283802052457385,0.015506643468229215 -2006-11-19,0.3998316960053503,14.59558565176182,1.642477063620545,1.4397050770095374,6.972847508865655,19.793980000063613,0.0,0.01391407862945937,6.228300258682372,0.0772132484799116,0.012212720106949317 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-1062,1988/11/28,0.03063624,11.7757727,2.731309067,1.070671441,5.653566144,8.939700686,5.26488054312318e-05 -1063,1988/11/29,0.051097529,10.72363397,2.367809098,0.925183156,5.282327156,6.281237324,2.63244027156159e-05 -1064,1988/11/30,0.052873843,11.5373482,1.05531634,0.780764186,5.857656452,4.805297512,1.316220135780795e-05 -1065,1988/12/1,0.0,13.02674031,0.452154181,0.71850203,6.535822367,2.44639841,6.581100678903975e-06 -1066,1988/12/2,0.0,12.9982584,-0.158155901,1.143408431,6.600349887,1.511895236,3.2905503394519876e-06 -1067,1988/12/3,0.002604571,13.9116329,0.03566355,0.851916627,6.935461261,1.028255253,1.6452751697259938e-06 -1068,1988/12/4,0.540301622,13.2161717,0.841786687,0.8699648,6.566002022,10.35248334,8.226375848629969e-07 -1069,1988/12/5,0.671277062,13.21051693,-0.279472174,1.187344629,6.701906805,14.81021776,4.1131879243149845e-07 -1070,1988/12/6,0.029308523,13.05163619,-0.247250968,1.701909591,6.638712398,4.695110197,2.0565939621574923e-07 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-1080,1988/12/16,1.416658465,10.43609698,-1.300263444,1.230454442,5.77654721,21.42549776,2.008392541169426e-10 -1081,1988/12/17,0.010824999,10.20021432,-4.424063258,0.995787101,5.964925679,5.88489583,1.004196270584713e-10 -1082,1988/12/18,0.106926428,10.44171276,-3.88748932,1.085726955,6.016404973,4.160164363,5.020981352923565e-11 -1083,1988/12/19,0.005361958,11.6746675,-4.432086515,1.095995902,6.483766603,2.114058566,2.5104906764617826e-11 -1084,1988/12/20,0.004163405,12.26289317,-4.596450869,0.817602181,6.700042321,1.317336361,1.2552453382308913e-11 -1085,1988/12/21,0.064956703,11.91504249,-4.220682924,0.979284179,6.559721203,1.443456392,6.276226691154456e-12 -1086,1988/12/22,0.102981184,10.96511587,-3.872692045,0.911066757,6.203614074,1.576571714,3.138113345577228e-12 -1087,1988/12/23,0.020632028,11.96133966,-3.200927631,1.112284105,6.516756199,0.792591629,1.569056672788614e-12 -1088,1988/12/24,0.030980825,12.91163816,-2.827429908,1.197638464,6.838323283,0.621828476,7.84528336394307e-13 -1089,1988/12/25,0.005601408,13.63195546,-2.838017502,0.934059336,7.104562313,0.337604227,3.922641681971535e-13 -1090,1988/12/26,0.040440386,13.25168242,-2.110013897,1.435810072,6.913285613,0.421930526,1.9613208409857676e-13 -1091,1988/12/27,0.071474838,11.62754794,-2.470704472,1.500411184,6.342044124,0.548118632,9.806604204928838e-14 -1092,1988/12/28,0.16786657,10.95536322,-4.325959602,1.137552901,6.230235536,1.036132916,4.903302102464419e-14 -1093,1988/12/29,0.985190662,10.26401735,-4.567174052,0.961470806,6.002486461,6.687323363,2.4516510512322095e-14 -1094,1988/12/30,0.046390729,10.68478004,-4.822155257,0.735846923,6.162525874,2.035670878,1.2258255256161048e-14 -1095,1988/12/31,0.01602106,11.35458595,-3.978331332,1.050493257,6.351670901,0.963250373,6.129127628080524e-15 -1096,1989/1/1,0.093712938,10.93733106,-4.407594034,0.999110606,6.228997578,1.120985129,3.064563814040262e-15 -1097,1989/1/2,0.058623665,10.61597599,-4.712444213,1.011845136,6.133158894,0.822102362,1.532281907020131e-15 -1098,1989/1/3,0.022726464,10.35801178,-4.694101366,1.014089338,6.042524219,0.486324216,7.661409535100655e-16 -1099,1989/1/4,1.304732931,8.554113008,-4.584432064,0.929393676,5.413519033,9.499650016,3.8307047675503274e-16 -1100,1989/1/5,0.003996061,9.046225685,-4.371701814,1.106563529,5.568089447,2.412643794,1.9153523837751637e-16 -1101,1989/1/6,0.042947506,10.26915501,-4.571106969,1.625341679,6.004382507,1.418936923,9.576761918875818e-17 -1102,1989/1/7,0.001812318,11.39686424,-4.604883213,1.82104906,6.399791524,0.760264015,4.788380959437909e-17 -1103,1989/1/8,0.009725015,12.89257257,-5.091294329,1.777825311,6.945735401,0.531327195,2.3941904797189546e-17 -1104,1989/1/9,0.187232207,12.31282551,-3.80034879,1.79610404,6.681859537,1.422079309,1.1970952398594773e-17 -1105,1989/1/10,0.05154635,10.61439895,-3.674813644,1.3105576,6.067493737,0.758201802,5.9854761992973865e-18 -1106,1989/1/11,0.060928845,10.27738851,-4.128218699,1.080091638,5.978435939,0.635840683,2.9927380996486933e-18 -1107,1989/1/12,0.052173207,9.349289053,-5.903472136,1.441622068,5.752811658,0.518182535,1.4963690498243466e-18 -1108,1989/1/13,0.012441046,9.013450976,-6.968949346,1.306101073,5.676842822,0.271428452,7.481845249121733e-19 -1109,1989/1/14,0.056836904,7.896116339,-5.505999393,0.935987229,5.245537613,0.376596561,3.7409226245608666e-19 -1110,1989/1/15,0.001257086,8.666724749,-4.137679763,1.148603639,5.415207136,0.148764463,1.8704613122804333e-19 -1111,1989/1/16,0.171326394,9.114117198,-3.787230577,1.385462967,5.54296547,0.73903801,9.352306561402166e-20 -1112,1989/1/17,0.083701893,10.71181191,-3.225826637,1.923305818,6.064310679,0.535677696,4.676153280701083e-20 -1113,1989/1/18,0.0,9.105015751,-6.708995009,1.409298407,5.695611826,0.181651727,2.3380766403505416e-20 -1114,1989/1/19,0.0,10.45000772,-6.662436944,1.284510209,6.140765068,0.099030381,1.1690383201752708e-20 -1115,1989/1/20,0.004611088,11.80642821,-5.127725448,1.380462874,6.555899045,0.076499643,5.845191600876354e-21 -1116,1989/1/21,0.0,11.13207045,-6.296787823,1.271214748,6.359764363,0.044155502,2.922595800438177e-21 -1117,1989/1/22,0.138868515,10.45321911,-5.801413284,0.812415046,6.112697167,0.384935927,1.4612979002190885e-21 -1118,1989/1/23,0.750740185,9.743058294,-2.604044626,1.122094594,5.655545523,2.977142284,7.306489501095443e-22 -1119,1989/1/24,0.687963532,10.45659176,-1.947121168,1.438775993,5.848970271,4.760994079,3.6532447505477213e-22 -1120,1989/1/25,0.092189888,11.7085362,-2.212007432,1.29151927,6.333487329,1.900850604,1.8266223752738606e-22 -1121,1989/1/26,0.020772356,13.55320453,-2.330232871,1.294904603,7.022611818,0.899008342,9.133111876369303e-23 -1122,1989/1/27,0.120141595,13.82941911,-1.708328657,1.575443691,7.077231244,1.147922768,4.5665559381846516e-23 -1123,1989/1/28,0.368046071,11.35750499,-1.244583732,1.668336248,6.10388899,2.551294963,2.2832779690923258e-23 -1124,1989/1/29,0.508994381,11.66935435,-0.943417317,1.527586096,6.18670106,4.100492291,1.1416389845461629e-23 -1125,1989/1/30,0.313436183,13.01405875,-0.51405471,1.30175949,6.650779753,3.449033332,5.7081949227308145e-24 -1126,1989/1/31,0.568774883,13.96009624,-0.174149672,1.738125656,6.977882879,5.612496138,2.8540974613654072e-24 -1127,1989/2/1,0.362357339,13.6473027,-0.578225691,1.64551644,6.896717205,4.746284695,1.4270487306827036e-24 -1128,1989/2/2,0.03084236,12.98590978,-1.565847776,1.598863288,6.736948054,1.845569459,7.135243653413518e-25 -1129,1989/2/3,1.146161135,12.13530593,-1.450885385,1.375268066,6.405738757,11.45319389,3.567621826706759e-25 -1130,1989/2/4,0.172145444,12.9978769,-0.664568423,1.763965303,6.650381101,4.876583293,1.7838109133533795e-25 -1131,1989/2/5,0.245362135,13.45602755,0.387699499,1.771014177,6.706897601,4.314341983,8.919054566766898e-26 -1132,1989/2/6,1.393648068,13.40299366,-0.489323428,1.879448874,6.782717205,17.73051817,4.459527283383449e-26 -1133,1989/2/7,0.027660488,12.91077681,-1.885263429,2.023490753,6.72506762,5.168061358,2.2297636416917244e-26 -1134,1989/2/8,0.027922509,13.54205729,-2.36253175,1.962108842,6.992970183,2.704345941,1.1148818208458622e-26 -1135,1989/2/9,0.0,13.30149903,-3.423817031,1.638469734,6.969006278,1.55127072,5.574409104229311e-27 -1136,1989/2/10,0.0,12.71002482,-3.38059666,1.194814917,6.750560308,0.988491122,2.7872045521146555e-27 -1137,1989/2/11,0.019299811,12.07230294,-2.20252969,1.444767866,6.432272721,0.789009463,1.3936022760573278e-27 -1138,1989/2/12,0.366540506,11.23147096,-1.200723588,1.724108673,6.021681585,3.185891759,6.968011380286639e-28 -1139,1989/2/13,0.035944025,10.85971541,-2.002147519,1.845312392,5.965003291,1.208034747,3.4840056901433194e-28 -1140,1989/2/14,0.157392699,11.08356054,-1.323388672,2.154862951,5.975078649,1.62591237,1.7420028450716597e-28 -1141,1989/2/15,0.324970294,10.85704458,-0.26938824,1.987718216,5.759176872,2.868630711,8.710014225358298e-29 -1142,1989/2/16,0.424349457,11.42255192,-1.681242646,1.948446555,6.132900958,4.092445427,4.355007112679149e-29 -1143,1989/2/17,0.00046265,11.16868161,-3.32864423,1.747176972,6.1776195,1.225766557,2.1775035563395746e-29 -1144,1989/2/18,0.006480786,13.05281255,-3.991116286,1.639313111,6.883631613,0.666351667,1.0887517781697873e-29 -1145,1989/2/19,0.628792629,14.15380212,-1.689940016,2.046108761,7.139249729,4.804934399,5.4437588908489366e-30 -1146,1989/2/20,0.750369346,12.49777156,-3.08982063,2.107611636,6.628087946,7.644128285,2.7218794454244683e-30 -1147,1989/2/21,0.766475308,11.8605774,-3.509386281,2.088249992,6.424186136,9.812440214,1.3609397227122341e-30 -1148,1989/2/22,0.630731553,12.58117715,-1.859863244,1.987890223,6.559788371,9.969368424,6.804698613561171e-31 -1149,1989/2/23,0.056652158,11.49319302,-4.001145536,1.98288513,6.318139844,3.797593267,3.4023493067805853e-31 -1150,1989/2/24,0.004264812,10.89951998,-6.81446404,1.10175477,6.218474127,1.865665378,1.7011746533902927e-31 -1151,1989/2/25,2.246916521,12.84925832,-4.62727373,1.137331361,6.817243948,29.97954159,8.505873266951463e-32 -1152,1989/2/26,0.146285554,13.86863146,-1.985623132,1.415038706,7.032150438,9.878061288,4.2529366334757317e-32 -1153,1989/2/27,0.000261278,15.17907772,-2.007458513,1.480329277,7.516638728,4.057372938,2.1264683167378658e-32 -1154,1989/2/28,0.0,15.34438653,-1.420137358,2.00821677,7.534573589,2.411229604,1.0632341583689329e-32 -1155,1989/3/1,0.134626941,16.56352136,-2.323504033,1.989216177,8.04425035,2.959149854,5.3161707918446646e-33 -1156,1989/3/2,0.02452019,16.65718131,0.293720599,2.102715229,7.890808077,1.574812337,2.6580853959223323e-33 -1157,1989/3/3,0.0,16.45228685,0.787929536,1.817083301,7.758905534,0.860384761,1.3290426979611662e-33 -1158,1989/3/4,0.0,16.60067978,-0.968716289,1.635691229,7.962925945,0.542864875,6.645213489805831e-34 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-1168,1989/3/14,0.012337336,15.27453559,0.253190443,1.341945956,7.307970745,0.560821563,6.489466298638507e-37 -1169,1989/3/15,0.051986639,15.38402745,0.641426252,1.521067953,7.306196597,0.568803119,3.2447331493192533e-37 -1170,1989/3/16,0.100173242,15.84437355,0.789619545,1.63907153,7.465926114,0.702712524,1.6223665746596266e-37 -1171,1989/3/17,0.192763026,15.23933337,-0.277934736,1.54775317,7.332842261,1.093022597,8.111832873298133e-38 -1172,1989/3/18,0.185000011,15.8534091,-1.072557771,1.545484658,7.626736573,1.157620699,4.0559164366490666e-38 -1173,1989/3/19,0.15933309,16.73921477,0.069220201,1.313418324,7.86892187,1.072667696,2.0279582183245333e-38 -1174,1989/3/20,2.037893259,16.4554473,1.528585927,1.435780579,7.608775942,15.83210304,1.0139791091622667e-38 -1175,1989/3/21,3.254491956,14.51567153,1.391591361,1.071558686,6.854029786,54.32417598,5.069895545811333e-39 -1176,1989/3/22,1.446639766,14.06234862,2.05879671,1.201091842,6.578292914,44.7742934,2.5349477729056666e-39 -1177,1989/3/23,0.653271937,15.22325994,3.760343564,1.705847744,6.780259498,28.45113889,1.2674738864528333e-39 -1178,1989/3/24,0.113279961,17.57534344,3.287809977,1.800004207,7.825750648,13.1150021,6.337369432264167e-40 -1179,1989/3/25,0.08958505,18.88568446,3.301257129,1.414425961,8.359927034,8.331109663,3.1686847161320833e-40 -1180,1989/3/26,0.270095174,18.78337816,4.231275812,1.277364593,8.18919146,8.974684582,1.5843423580660417e-40 -1181,1989/3/27,0.279185951,19.02569888,3.998717748,1.225136188,8.318222199,8.101522749,7.921711790330208e-41 -1182,1989/3/28,2.007806352,18.57519714,4.397888376,1.566164574,8.067796264,37.03460854,3.960855895165104e-41 -1183,1989/3/29,2.937925125,18.95105983,6.710648298,1.722021662,7.835930303,77.02549759,1.980427947582552e-41 -1184,1989/3/30,7.78243294,16.87915373,5.048920737,1.46576759,7.229749882,321.2332358,1.0430751974855402e-05 -1185,1989/3/31,1.438353546,15.2311748,3.438155713,1.367484293,6.805451805,152.5795163,5.215277557970542e-06 -1186,1989/4/1,1.008737003,17.52052627,4.462905652,1.969353786,7.593862593,102.3625739,2.607638778985271e-06 -1187,1989/4/2,0.738631732,16.34187699,5.428560588,2.089559172,6.912623522,74.51812819,1.3038193894926355e-06 -1188,1989/4/3,0.0,17.59053565,5.103606531,1.84696873,7.508832595,32.52303446,6.519096947463177e-07 -1189,1989/4/4,0.219938978,18.65871356,4.479080844,2.112695384,8.057741134,26.88241411,3.2595484737315887e-07 -1190,1989/4/5,0.003220014,18.93899497,4.165338448,1.859534856,8.215256212,14.34743732,1.6297742368657943e-07 -1191,1989/4/6,0.000404504,19.3820124,4.585996209,1.408624857,8.337513345,8.915885116,8.148871184328972e-08 -1192,1989/4/7,0.1006049,18.66653048,4.876747185,1.671205343,7.986926687,7.967887454,4.074435592164486e-08 -1193,1989/4/8,0.449623121,19.19808431,3.525325788,1.581097463,8.391821521,13.18480675,2.037217796082243e-08 -1194,1989/4/9,1.138737178,20.59642875,4.974198095,1.711837301,8.782145984,27.17375343,1.0186088980411215e-08 -1195,1989/4/10,0.175726133,19.70105896,7.903294404,1.997669754,7.880962976,11.32942119,5.093044490205607e-09 -1196,1989/4/11,0.704489397,18.73520257,6.115864974,2.211315548,7.79115133,17.27484856,2.5465222451028036e-09 -1197,1989/4/12,0.290745835,17.78301803,5.09319515,1.710787917,7.553255114,10.78549435,1.2732611225514018e-09 -1198,1989/4/13,0.032153253,19.22264518,5.915113245,1.741614816,8.029403167,4.845403997,6.366305612757009e-10 -1199,1989/4/14,0.117856658,18.38247634,3.415221516,1.959741658,8.042495968,4.220238321,3.1831528063785046e-10 -1200,1989/4/15,0.081488768,18.7337661,3.943477085,1.529105762,8.112658603,3.015352213,1.5915764031892523e-10 -1201,1989/4/16,1.0405063,18.92870483,4.777887193,1.580978517,8.070886908,14.06110969,7.957882015946261e-11 -1202,1989/4/17,0.604453591,19.21133475,4.871582021,1.935061201,8.171489196,11.8283745,3.978941007973131e-11 -1203,1989/4/18,0.054552555,20.33619251,5.229946344,2.000274961,8.590604572,4.48273047,1.9894705039865653e-11 -1204,1989/4/19,0.236889804,21.35470428,5.999967756,1.989411506,8.909203482,4.777211954,9.947352519932827e-12 -1205,1989/4/20,0.93547446,21.18136118,6.854143047,1.680236086,8.694144809,12.50021514,4.973676259966413e-12 -1206,1989/4/21,1.606250728,21.3396605,6.281364028,1.871721191,8.85021967,25.86910418,2.4868381299832067e-12 -1207,1989/4/22,1.173701356,18.35148924,3.309096668,1.749225768,8.00716009,26.20101486,1.2434190649916033e-12 -1208,1989/4/23,2.968996282,20.14084756,5.078656451,1.431154298,8.505746977,70.64815287,6.217095324958017e-13 -1209,1989/4/24,5.263959404,19.35297103,6.344776861,1.55021481,7.962352906,188.2056991,3.1085476624790084e-13 -1210,1989/4/25,3.275154381,18.92033466,5.488169069,1.550472569,7.916602109,187.2473061,1.5542738312395042e-13 -1211,1989/4/26,1.120642624,17.43106264,6.281730082,1.55042379,7.125120137,105.1263887,7.771369156197521e-14 -1212,1989/4/27,3.348243213,16.80829876,5.732717231,1.140961229,6.957504519,194.1444092,3.8856845780987604e-14 -1213,1989/4/28,2.841692226,16.92121834,6.30697382,0.941244725,6.887915261,204.9369484,1.9428422890493802e-14 -1214,1989/4/29,7.279365654,16.45350178,6.361196979,0.802620058,6.66572177,526.2814366,7.923989574581944e-05 -1215,1989/4/30,1.389592053,14.28886123,4.019528239,1.146286955,6.201996086,243.5286355,3.9614831745103364e-05 -1216,1989/5/1,0.886345848,17.10421042,3.889981585,1.81725733,7.381982976,153.0168253,1.9807415872551682e-05 -1217,1989/5/2,1.518875969,18.88907669,6.617971304,1.646027661,7.677005028,162.0016781,9.903707936275841e-06 -1218,1989/5/3,0.189128064,20.21854625,7.562357851,1.475526936,8.082565117,74.12747195,4.9518539681379205e-06 -1219,1989/5/4,0.056236391,21.5824535,8.744690221,1.340034819,8.46313331,41.59776099,2.4759269840689603e-06 -1220,1989/5/5,3.577285628,21.73570017,10.63893229,1.420558965,8.108726003,193.6828445,1.2379634920344801e-06 -1221,1989/5/6,2.304592698,22.09890895,10.58213122,1.774014703,8.293938256,172.5127423,6.189817460172401e-07 -1222,1989/5/7,5.683593491,22.3099686,10.06098869,2.088302748,8.510570146,381.3631575,3.0949087300862003e-07 -1223,1989/5/8,0.096745153,23.47996599,10.58166795,2.167295146,8.94618382,113.7509138,1.5474543650431002e-07 -1224,1989/5/9,1.632926878,22.78588268,9.287233745,2.122388524,8.886576989,138.4127714,7.737271825215501e-08 -1225,1989/5/10,2.756534139,21.03878986,9.021459107,1.77164853,8.13162916,193.9876127,3.8686359126077504e-08 -1226,1989/5/11,3.943146697,21.91802451,10.0072383,1.680999279,8.321623575,281.9724464,1.9343179563038752e-08 -1227,1989/5/12,2.378282132,18.87076216,10.28000184,1.159529826,6.773849467,223.833328,9.671589781519376e-09 -1228,1989/5/13,17.83998674,17.13948686,10.23155316,0.769141415,5.904673034,1689.647643,0.004549934938203608 -1229,1989/5/14,11.55311608,15.8442165,8.775361005,1.142294202,5.709552488,2028.267285,0.07419335811194226 -1230,1989/5/15,0.415745102,15.13499674,6.822488871,1.361365191,5.915200385,641.9395754,0.036654108390417536 -1231,1989/5/16,0.922328797,17.78470332,7.156125975,1.187648188,7.032379348,424.0677094,0.018327054195208768 -1232,1989/5/17,0.003727615,20.9803774,8.414817833,1.041932165,8.205522844,217.7876928,0.009163527097604384 -1233,1989/5/18,0.04214256,22.31342834,10.589641,0.997945707,8.350238128,138.7777611,0.004581763548802192 -1234,1989/5/19,3.320892193,22.55411899,11.58146121,0.882059159,8.22032637,368.7620956,0.002290881774401096 -1235,1989/5/20,0.589081381,21.12720214,11.497281,0.69971003,7.531081351,170.4727597,0.001145440887200548 -1236,1989/5/21,0.000526453,19.99221402,10.75276812,0.797003464,7.17078889,77.88901675,0.000572720443600274 -1237,1989/5/22,0.030629584,21.13793791,10.71561685,0.887515644,7.740274323,49.01481828,0.000286360221800137 -1238,1989/5/23,0.318898231,21.22572983,11.31532477,0.668755918,7.621851843,47.08433748,0.0001431801109000685 -1239,1989/5/24,5.364650206,20.86496753,12.20035509,0.850178327,7.178900845,315.6407283,7.159005545003425e-05 -1240,1989/5/25,0.588562885,21.09747731,12.0207305,1.09565296,7.350657262,118.5406446,3.5795027725017125e-05 -1241,1989/5/26,1.54540641,22.47833989,12.83496858,1.040335436,7.815884633,130.7988904,1.7897513862508563e-05 -1242,1989/5/27,7.764787327,22.18312429,13.14454487,0.840290192,7.565747868,538.9460472,0.0019457672854400509 -1243,1989/5/28,29.58080193,20.49715286,13.10074856,1.282875779,6.674871939,4022.337035,0.22832798707652294 -1244,1989/5/29,18.05708067,20.37786685,12.51449535,0.982800381,6.809940954,4926.101997,0.4772119979249219 -1245,1989/5/30,6.355958392,20.56880607,12.88255818,0.604896281,6.785579053,2892.625468,0.23271007941260125 -1246,1989/5/31,8.064219533,19.22513357,12.1805262,0.47263138,6.301755831,2900.393581,0.19122525108851013 -1247,1989/6/1,4.778614916,19.25166465,12.01265939,0.52889843,6.372699402,2095.573611,0.0940223662537926 -1248,1989/6/2,4.943284913,17.83298076,10.38793745,1.026261562,6.166768944,1858.511893,0.0470111831268963 -1249,1989/6/3,4.636159957,18.65474769,10.38790369,0.993523799,6.579989629,1646.014726,0.02350559156344815 -1250,1989/6/4,5.415129706,20.65325686,11.38665168,1.068307862,7.287496997,1665.075753,0.011752795781724074 -1251,1989/6/5,3.517884278,20.39671227,12.97002206,1.465588386,6.65020408,1230.641664,0.005876397890862037 -1252,1989/6/6,4.061883767,20.91277665,12.87625653,1.843772542,6.958391959,1163.684222,0.0029381989454310186 -1253,1989/6/7,2.981395211,21.21453328,12.85626463,1.613454111,7.12333149,905.6778295,0.0014690994727155093 -1254,1989/6/8,2.227559638,21.36033995,12.64895219,1.500741493,7.264054514,677.1252462,0.0007345497363577546 -1255,1989/6/9,11.67688159,21.82211143,11.73640823,0.838475243,7.76363004,2036.379544,0.11977425231952896 -1256,1989/6/10,1.960990125,21.39632292,12.75868173,1.157683981,7.24503895,884.5186002,0.058065364118417145 -1257,1989/6/11,5.095172915,22.61402029,13.85464143,1.594020815,7.536270995,1087.69375,0.029032682059208573 -1258,1989/6/12,5.153679452,22.06969575,14.33460017,1.954139283,7.074148749,1110.896831,0.014516341029604286 -1259,1989/6/13,1.595324278,21.17261749,13.58487731,1.601224066,6.844835543,598.7273435,0.007258170514802143 -1260,1989/6/14,11.54328771,21.30658794,14.03027384,1.892724807,6.756807864,1902.246138,0.13692896668058457 -1261,1989/6/15,4.667329059,21.17907708,14.21252792,1.97689219,6.615324715,1271.130885,0.06660833237349316 -1262,1989/6/16,3.578869761,21.80907455,14.34541236,1.982150476,6.919676855,980.1940223,0.03330416618674658 -1263,1989/6/17,0.308147959,22.70085679,14.14919737,2.032132788,7.477460774,417.3885483,0.01665208309337329 -1264,1989/6/18,0.951977418,23.13330361,14.52268711,2.081790272,7.585496433,333.841398,0.008326041546686645 -1265,1989/6/19,0.643890663,23.61688881,14.26462548,1.892899868,7.928622927,232.4187321,0.0041630207733433225 -1266,1989/6/20,1.084049671,23.11945468,14.08014206,1.564276294,7.721463366,213.9629962,0.0020815103866716612 -1267,1989/6/21,2.03628482,24.38010507,14.17709523,1.612841586,8.355378671,260.2818518,0.0010407551933358306 -1268,1989/6/22,4.489458514,24.47331948,14.469205,1.298450094,8.315567658,455.8154779,0.0005203775966679153 -1269,1989/6/23,13.24189889,22.86899478,13.84345066,0.866918378,7.661294426,1493.521851,0.12011374882965019 -1270,1989/6/24,7.763024551,21.6875509,14.49407112,0.713944426,6.788803517,1382.921163,0.084898717079747 -1271,1989/6/25,5.564851157,22.80289364,14.42002193,0.684311398,7.434249148,1180.834657,0.042098966653516784 -1272,1989/6/26,8.854560406,22.30734312,14.09441432,0.467723266,7.274967989,1684.703145,0.06268089646911773 -1273,1989/6/27,11.8221346,19.6419571,13.71095816,0.435311768,5.920058333,2500.677577,0.19518367028310232 -1274,1989/6/28,5.873912027,19.46224841,13.83798386,0.858075665,5.760200632,1824.111032,0.09910391023225615 -1275,1989/6/29,6.260763614,19.83556114,13.54360887,1.058642909,6.099208965,1804.44919,0.0549065223240906 -1276,1989/6/30,9.328837098,20.17382162,13.43621702,1.280832581,6.332389804,2460.745602,0.1283074074601205 -1277,1989/7/1,7.993169089,20.53774187,13.65438893,1.39815288,6.454154916,2435.6215,0.11860613250028694 -1278,1989/7/2,10.08094112,20.82037345,14.10712693,1.556738495,6.440936076,2999.611142,0.1962892529085683 -1279,1989/7/3,13.99567624,19.93541484,14.0842463,1.436162297,5.935712723,4366.197819,0.4282771207107846 -1280,1989/7/4,7.166084051,21.30193066,14.21700702,0.986550668,6.672247563,3164.581259,0.2313159981710617 -1281,1989/7/5,6.606747874,22.40442134,14.07067002,0.855511886,7.333791994,2730.342951,0.11507256919882955 -1282,1989/7/6,9.046872346,22.01782958,14.32841629,0.991597016,7.032113054,3133.956766,0.15507528399561687 -1283,1989/7/7,4.338257697,22.61103494,14.8530157,0.965820632,7.173356815,2040.936342,0.07517660153977729 -1284,1989/7/8,7.381228548,22.59880022,15.50570878,1.017189219,6.919447583,2366.801903,0.05962670774974391 -1285,1989/7/9,6.265586,23.09274275,14.90291509,1.038518897,7.424541658,2133.029605,0.029287464525784415 -1286,1989/7/10,3.265660145,22.49538406,13.35918141,1.168859452,7.614082278,1392.963004,0.014643732262892208 -1287,1989/7/11,23.00282909,20.66449565,12.83337277,0.604432109,6.817265181,5711.235207,0.7297705966618842 -1288,1989/7/12,2.978341557,19.04411693,12.96083165,0.72012513,5.879143192,2291.330318,0.34876191297410497 -1289,1989/7/13,3.997719499,20.73160649,13.11162548,0.828705229,6.75943515,1810.532386,0.17438095648705249 -1290,1989/7/14,5.569291982,21.76485893,13.72833823,1.348251867,7.107335533,1899.936458,0.08719047824352624 -1291,1989/7/15,3.978907165,22.44646961,14.17417145,1.404794211,7.325959062,1476.590791,0.04359523912176312 -1292,1989/7/16,6.012559244,22.66967512,14.40766925,1.265230715,7.368537223,1669.263334,0.02179761956088156 -1293,1989/7/17,6.171727337,22.0879504,14.71263766,1.027041141,6.936259173,1684.553462,0.01089880978044078 -1294,1989/7/18,3.841842765,22.52561562,14.51156874,0.713660314,7.254968534,1242.081251,0.00544940489022039 -1295,1989/7/19,9.162072764,23.48707223,14.95037546,0.914306559,7.633234739,2046.169463,0.07167986939690778 -1296,1989/7/20,3.154484729,23.54658903,14.87800517,1.033674625,7.691801578,1176.156833,0.03428489257770657 -1297,1989/7/21,2.273069453,24.27483868,14.98119115,1.010017006,8.0550379,805.3693354,0.017142446288853284 -1298,1989/7/22,3.388985316,24.00289245,15.09889225,0.812624354,7.86946147,807.2828068,0.008571223144426642 -1299,1989/7/23,17.77821045,24.44571536,14.72421223,0.54066424,8.231763361,3155.096446,0.3848584444217032 -1300,1989/7/24,8.65176113,23.19348683,15.19590659,0.696859007,7.389749315,2466.140194,0.24626027384798294 -1301,1989/7/25,3.181664881,21.56232957,15.69115824,1.034811083,6.235615766,1366.996597,0.1216356838627835 -1302,1989/7/26,24.06527287,21.46770892,13.45141442,1.302127193,7.054235904,5930.95372,0.8657397642828503 -1303,1989/7/27,7.720401087,19.45440327,12.20726412,1.033112341,6.398831958,3594.691768,0.4967639766739259 -1304,1989/7/28,0.841394735,17.95830269,11.10525364,0.603026605,5.983409203,1446.679885,0.24577953488801654 -1305,1989/7/29,2.326494347,19.0375988,11.11253494,0.39024102,6.54404855,1206.464443,0.12288976744400827 -1306,1989/7/30,8.276617279,18.84371508,11.48800635,0.413844609,6.323540306,2182.053725,0.17410973231503377 -1307,1989/7/31,5.98049723,19.88643934,12.29837018,0.869597122,6.604813738,1913.819933,0.08380528401509041 -1308,1989/8/1,2.409031395,21.83746946,13.51852308,1.199387647,7.240999578,1120.560879,0.041902642007545204 -1309,1989/8/2,3.015343027,22.35217437,13.99017856,1.116169077,7.362602836,976.5361784,0.020951321003772602 -1310,1989/8/3,11.40941779,21.55899126,13.26426116,0.789204857,7.180078329,2348.208151,0.2348977989382909 -1311,1989/8/4,8.575862385,19.98700748,13.41112303,0.490904292,6.265421493,2300.251694,0.24285605633084736 -1312,1989/8/5,3.785828772,21.41113166,13.70123694,0.600874365,6.954774679,1443.067569,0.11769371370849498 -1313,1989/8/6,3.659905629,21.65992443,13.85306604,0.794789327,7.040147461,1189.141613,0.05884685685424749 -1314,1989/8/7,16.23628483,21.23037794,13.89020466,0.658257799,6.79091753,3589.99322,0.5316048646306809 -1315,1989/8/8,11.1605685,20.62328633,13.8096052,0.694249841,6.481280306,3527.409211,0.5408590435149221 -1316,1989/8/9,8.499467284,20.95810839,13.7359402,0.294212789,6.699804094,3100.561913,0.3798783031976814 -1317,1989/8/10,3.630982701,21.40813179,13.25393407,0.39080691,7.118142525,1861.477397,0.18604854211036842 -1318,1989/8/11,0.298512452,21.85486201,12.9258325,0.617866712,7.463794577,826.4831549,0.09302427105518421 -1319,1989/8/12,17.15797564,22.7151731,13.54027593,1.072018484,7.727100927,3897.639946,0.6195455602275747 -1320,1989/8/13,17.94321501,20.32178274,14.00625566,1.203535206,6.241199628,5581.730658,1.1007511862228152 -1321,1989/8/14,15.2140371,19.94312417,13.77305759,0.911119086,6.117168977,6133.040643,1.243126817563205 -1322,1989/8/15,3.22510121,20.60650986,13.85664311,0.70578968,6.469496589,2817.787403,0.5930167660558081 -1323,1989/8/16,3.295780255,21.12915736,13.81296276,0.996929505,6.784063283,2018.004905,0.29650838302790405 -1324,1989/8/17,4.809526576,22.77799269,14.05303099,0.946555139,7.609811625,1974.545674,0.14825419151395203 -1325,1989/8/18,1.863291787,20.87006792,12.91638101,0.865994899,6.963031425,1162.346006,0.07412709575697601 -1326,1989/8/19,12.9040797,20.45244829,11.79861156,0.336906735,7.105186573,3091.598414,0.4634660259303104 -1327,1989/8/20,2.886149551,18.74364285,11.48096596,0.037242581,6.317267729,1514.018597,0.21605596311212594 -1328,1989/8/21,2.502013409,21.02086472,11.56217327,0.355277756,7.470775334,1067.67678,0.10802798155606297 -1329,1989/8/22,1.264013029,22.52872281,12.27883045,0.488551588,8.034092957,668.8193477,0.054013990778031484 -1330,1989/8/23,2.466321415,20.93887932,12.572591,0.363540571,7.127899669,663.2714892,0.027006995389015742 -1331,1989/8/24,5.972431379,21.16383884,13.01584709,0.383341219,7.105412618,1075.658721,0.013503497694507871 -1332,1989/8/25,5.442648661,21.35103822,13.50403282,0.30751099,7.043557129,1097.436708,0.0067517488472539355 -1333,1989/8/26,5.069618093,21.10232604,13.23117921,0.822940379,7.00531556,1064.14223,0.0033758744236269678 -1334,1989/8/27,7.336678036,21.84586808,13.20160456,0.961133681,7.419631763,1414.285693,0.0016879372118134839 -1335,1989/8/28,6.050482522,22.36332729,13.87638654,1.281551825,7.479333598,1344.781659,0.0008439686059067419 -1336,1989/8/29,8.071227756,22.61133117,14.28897511,1.36343922,7.478066819,1693.02189,0.03493720668982211 -1337,1989/8/30,7.362502386,21.74608802,14.17995795,1.142485585,7.03774735,1728.812457,0.03553232352409026 -1338,1989/8/31,4.560667462,22.12422209,14.00853192,1.001237145,7.313436608,1304.261697,0.017206377592579845 -1339,1989/9/1,4.362890377,22.66773054,14.12188161,0.821050837,7.577157166,1151.188645,0.008603188796289922 -1340,1989/9/2,11.66910845,23.46336146,14.15471497,1.051806109,8.002535305,2342.009011,0.20023318654922295 -1341,1989/9/3,11.75348263,21.93761037,13.9684885,1.135755363,7.234862015,2885.029453,0.35118871976471144 -1342,1989/9/4,9.4870203,20.41871863,13.54887235,0.930062479,6.538537373,2798.495935,0.3474248064036577 -1343,1989/9/5,8.058423797,19.29108798,13.56533828,0.849154033,5.876936077,2613.78791,0.3064573425914747 -1344,1989/9/6,7.622379046,20.05127857,13.55200492,0.800346269,6.332894734,2555.118669,0.23300126496879695 -1345,1989/9/7,3.274739887,22.16081766,13.46001222,0.735739378,7.544919509,1566.110438,0.11375492837205531 -1346,1989/9/8,5.42153634,22.76589646,13.59719055,0.677114317,7.829939317,1672.792771,0.056877464186027654 -1347,1989/9/9,4.297130256,22.09505883,13.40643116,0.61430959,7.534901872,1378.489584,0.028438732093013827 -1348,1989/9/10,1.632785415,22.09021669,13.04584367,0.516995189,7.652159919,789.2717545,0.014219366046506914 -1349,1989/9/11,1.166831345,21.40454203,12.74661612,0.582605718,7.386603274,524.5319026,0.007109683023253457 -1350,1989/9/12,8.167435535,20.67154982,12.93815766,0.532817712,6.930630057,1360.775128,0.06787594826848044 -1351,1989/9/13,1.477918722,21.18648758,12.88985865,0.639343194,7.230908702,621.8872378,0.032265437568054924 -1352,1989/9/14,4.852148101,21.58683143,13.33668084,0.350407028,7.302291922,880.1543994,0.016132718784027462 -1353,1989/9/15,6.645036107,19.66932158,12.61028075,0.154363404,6.504975824,1175.095921,0.01479084074118919 -1354,1989/9/16,3.754738411,19.58570556,11.88264791,0.079874677,6.717745092,877.7479269,0.007233994702850482 -1355,1989/9/17,1.837326532,17.97289872,11.95585503,0.146779364,5.804168277,549.3816731,0.003616997351425241 -1356,1989/9/18,0.666982701,18.02929145,11.69822548,0.319333432,5.938744776,310.513857,0.0018084986757126206 -1357,1989/9/19,0.369078224,20.0753652,10.67919276,1.00871229,7.352774382,194.6303032,0.0009042493378563103 -1358,1989/9/20,3.188384692,21.69066693,11.23205339,1.193458541,8.015355474,409.1339097,0.00045212466892815515 -1359,1989/9/21,12.96500339,21.43400793,12.11868919,1.281892232,7.638470995,1605.578701,0.19863127670051797 -1360,1989/9/22,4.976013952,20.83809553,12.79020424,1.004540048,7.111669847,1072.817169,0.09562049241210689 -1361,1989/9/23,7.333123468,21.05419658,12.23884127,1.153301838,7.411251768,1353.885456,0.047810246206053446 -1362,1989/9/24,10.35872937,20.16774431,12.72273009,1.44048034,6.775005772,2008.003919,0.16724754678392842 -1363,1989/9/25,7.860706839,20.02158386,12.25552491,1.479593427,6.861541612,1929.501455,0.12402186163427092 -1364,1989/9/26,3.955689294,18.93653836,11.73537017,0.801206818,6.454774704,1288.701179,0.06107422714937764 -1365,1989/9/27,2.684319489,18.40598011,11.50152613,0.67371332,6.251132704,913.7967291,0.03053711357468882 -1366,1989/9/28,4.165663797,19.71267386,12.09285865,0.707728003,6.761207434,1005.703793,0.01526855678734441 -1367,1989/9/29,2.65902688,19.8847258,11.55997726,0.827183942,7.033324198,750.32983,0.007634278393672205 -1368,1989/9/30,3.627755645,20.88179701,11.67686648,0.959930785,7.523095072,782.8274301,0.0038171391968361023 -1369,1989/10/1,11.23387728,20.74693072,11.95253528,0.41929067,7.372938238,1907.373641,0.13400319166061192 -1370,1989/10/2,14.94552047,19.57129523,11.8967046,0.531950421,6.767350804,3222.318277,0.3739940892166945 -1371,1989/10/3,2.936930319,20.08720193,11.37097703,0.598020223,7.215184154,1468.253471,0.18114995950811677 -1372,1989/10/4,0.908978079,19.47748628,11.05573051,0.32161711,6.998554678,735.3633695,0.09057497975405839 -1373,1989/10/5,4.860837489,18.60057312,11.1857304,0.370758931,6.496526712,1110.975296,0.04528748987702919 -1374,1989/10/6,0.635918556,17.67603651,10.92459944,0.371311864,6.09027714,500.970508,0.022643744938514596 -1375,1989/10/7,7.179040858,17.79554442,10.85868824,0.404650454,6.182139915,1248.924333,0.048564764291212266 -1376,1989/10/8,7.082874476,16.34160058,10.39071023,0.563947298,5.55796726,1463.395751,0.08196393204831594 -1377,1989/10/9,7.171956455,15.57267492,8.469303743,0.491757903,5.813691087,1635.315235,0.09377799432683467 -1378,1989/10/10,4.106365786,15.49805917,7.656052297,0.175821416,6.021090493,1207.382064,0.04581900776976252 -1379,1989/10/11,0.038225972,16.26099445,7.740816714,0.382703886,6.370336489,447.4010672,0.02290950388488126 -1380,1989/10/12,0.001161486,17.83564788,8.203495849,0.813993426,7.008930569,249.2428218,0.01145475194244063 -1381,1989/10/13,0.102789666,19.22049326,8.714402606,0.79762375,7.549545771,170.237636,0.005727375971220315 -1382,1989/10/14,2.95589836,17.78732042,9.171206813,0.778653753,6.735720076,402.6386284,0.0028636879856101575 -1383,1989/10/15,10.21829945,17.70882677,10.0321882,1.192891993,6.441182713,1304.721998,0.12150926468912927 -1384,1989/10/16,19.12850757,18.2708707,10.44073751,1.321239377,6.608783691,3469.890285,0.5011871014718291 -1385,1989/10/17,1.997274099,18.34153904,9.582655988,1.421386624,6.908167846,1281.964806,0.2427792534361065 -1386,1989/10/18,4.477626238,15.91213041,9.116380276,0.663901596,5.810932606,1268.416956,0.12138962671805326 -1387,1989/10/19,1.365862781,14.2500613,8.108436317,0.412726678,5.283953106,702.1921619,0.06069481335902663 -1388,1989/10/20,0.992422337,13.01108729,6.854863319,0.227847398,5.065622108,470.8843267,0.030347406679513314 -1389,1989/10/21,0.422794673,13.52307411,3.136651368,0.198380595,6.202932902,289.2022165,0.015173703339756657 -1390,1989/10/22,0.064888132,13.81940049,2.024712867,0.329159371,6.510622866,164.7985099,0.0075868516698783285 -1391,1989/10/23,0.101786459,11.02357723,1.902093184,0.510707233,5.403726358,110.8712586,0.0037934258349391643 -1392,1989/10/24,0.048694137,13.17176395,2.164632174,0.79323296,6.234454335,71.70961847,0.0018967129174695821 -1393,1989/10/25,0.21261756,14.97717607,4.4997567,1.057438459,6.580710105,60.95959388,0.0009483564587347911 -1394,1989/10/26,0.789449278,15.35884472,5.296949749,0.85377598,6.590588934,87.97471147,0.00047417822936739553 -1395,1989/10/27,2.6702879,15.62551055,5.942773243,0.54903083,6.573716558,215.163277,0.00023708911468369777 -1396,1989/10/28,1.400466911,15.55406894,4.30798381,0.613587191,6.87687949,156.2624573,0.00011854455734184888 -1397,1989/10/29,2.79498617,13.85546308,2.674622117,0.597020578,6.448471814,238.28941,5.927227867092444e-05 -1398,1989/10/30,0.460170826,14.19948012,2.673020832,0.59527084,6.593946677,103.180363,2.963613933546222e-05 -1399,1989/10/31,0.591079402,14.83960449,2.922275376,0.561439846,6.822114667,79.41814833,1.481806966773111e-05 -1400,1989/11/1,2.129090876,12.51335141,3.279719004,0.753576435,5.786554947,153.487573,7.409034833865555e-06 -1401,1989/11/2,0.768176658,12.80530545,1.91067737,0.957753014,6.157014737,91.49795673,3.7045174169327776e-06 -1402,1989/11/3,0.301437791,12.62522845,2.135605649,1.077228877,6.050031183,51.33219136,1.8522587084663888e-06 -1403,1989/11/4,0.116428988,13.26427118,1.71576472,1.040441285,6.37898236,29.86229846,9.261293542331944e-07 -1404,1989/11/5,0.040655947,13.52094276,1.789395115,0.985237042,6.474636231,17.9403282,4.630646771165972e-07 -1405,1989/11/6,0.133136644,13.34496982,0.559798534,1.044793437,6.575853776,15.45117723,2.315323385582986e-07 -1406,1989/11/7,0.001325692,12.67715429,-1.926406352,0.721640639,6.583482909,8.024934073,1.157661692791493e-07 -1407,1989/11/8,0.000284662,11.17850971,-3.286391545,0.533286306,6.151105945,4.962251915,5.788308463957465e-08 -1408,1989/11/9,0.0,11.86984444,-1.90319973,0.733821686,6.291580609,3.204961089,2.8941542319787325e-08 -1409,1989/11/10,0.041137581,12.43789153,0.480095719,0.968248506,6.245056341,3.006885746,1.4470771159893662e-08 -1410,1989/11/11,0.0,13.2205961,0.622803605,1.260812641,6.535385567,1.578606612,7.235385579946831e-09 -1411,1989/11/12,0.050090785,13.38291345,0.803532293,1.067789757,6.579022593,1.873922468,3.6176927899734156e-09 -1412,1989/11/13,0.017749274,14.00773848,0.859392161,1.029390255,6.821297467,1.131707786,1.8088463949867078e-09 -1413,1989/11/14,0.223653926,13.42074927,1.313497735,0.999804428,6.531433866,3.805417904,9.044231974933539e-10 -1414,1989/11/15,0.696028229,12.94488817,2.433514002,0.939142024,6.166441545,11.15435064,4.5221159874667695e-10 -1415,1989/11/16,1.010263074,12.24527394,1.183251344,0.960185341,6.086649259,18.90505791,2.2610579937333848e-10 -1416,1989/11/17,2.644638105,11.06607468,-1.942030277,0.875185884,6.023525714,59.31786731,1.1305289968666924e-10 -1417,1989/11/18,2.456804371,10.42773612,-1.346306134,0.727682345,5.727696142,81.90393796,5.652644984333462e-11 -1418,1989/11/19,0.682643927,9.23243938,-0.362134173,0.916740514,5.148222994,43.42205954,2.826322492166731e-11 -1419,1989/11/20,0.123101573,9.691319735,-2.106873479,0.824765417,5.546137087,19.86142136,1.4131612460833655e-11 -1420,1989/11/21,1.462251372,9.367544319,-3.20983169,0.606530761,5.53942963,51.54447199,7.065806230416827e-12 -1421,1989/11/22,1.450663789,9.454904375,-3.575832624,0.585264386,5.603009541,60.63092091,3.5329031152084137e-12 -1422,1989/11/23,0.180264001,8.51614107,-3.985870712,0.536225861,5.311791568,24.59723637,1.7664515576042068e-12 -1423,1989/11/24,0.203878535,9.234155907,-2.953265826,0.480056504,5.475433714,17.06653073,8.832257788021034e-13 -1424,1989/11/25,1.104422292,9.633488661,-1.982185596,0.67733609,5.522456996,38.85054806,4.416128894010517e-13 -1425,1989/11/26,0.060591665,10.94359663,-2.054188933,0.877966182,6.011224329,14.0527373,2.2080644470052586e-13 -1426,1989/11/27,0.143903176,9.595121919,-3.522981377,0.40598979,5.658613909,10.40640035,1.1040322235026293e-13 -1427,1989/11/28,1.50025264,8.168686799,-2.291631026,0.414347701,5.031095392,42.48917947,5.5201611175131464e-14 -1428,1989/11/29,1.169557883,7.474371534,-1.714486936,0.526430265,4.703726467,44.05511304,2.7600805587565732e-14 -1429,1989/11/30,0.522584514,7.316385821,-3.286297219,0.674835331,4.842960394,28.24876896,1.3800402793782866e-14 -1430,1989/12/1,0.726226564,5.605454842,-6.250736003,0.40238803,4.51854513,30.75190777,6.900201396891433e-15 -1431,1989/12/2,0.01309253,5.141971271,-7.648113247,0.392981328,4.444702786,11.22434966,3.4501006984457165e-15 -1432,1989/12/3,0.0,6.517956201,-7.628287421,0.607292485,4.873070836,6.069780811,1.7250503492228582e-15 -1433,1989/12/4,0.05418887,7.199088298,-7.225980234,0.580097751,5.076968589,5.074706283,8.625251746114291e-16 -1434,1989/12/5,9.68e-05,7.227051079,-7.103835507,0.705952106,5.083202528,2.795016614,4.3126258730571456e-16 -1435,1989/12/6,0.0,8.041540412,-6.293736254,0.620064763,5.316686547,1.755700889,2.1563129365285728e-16 -1436,1989/12/7,0.0,9.077214114,-6.089913543,0.377065856,5.651810143,1.137822925,1.0781564682642864e-16 -1437,1989/12/8,0.300523895,9.165210749,-4.926411464,0.59890719,5.625908835,5.538234037,5.390782341321432e-17 -1438,1989/12/9,0.005793304,9.610446757,-4.988044819,0.722524898,5.782801367,1.722172491,2.695391170660716e-17 -1439,1989/12/10,0.452696938,10.01282148,-4.462120912,0.613210552,5.892615409,7.277050014,1.347695585330358e-17 -1440,1989/12/11,0.038526727,9.671234004,-4.08793447,0.533076781,5.750977014,2.594034033,6.73847792665179e-18 -1441,1989/12/12,0.594166231,9.005129083,-3.635922372,0.320849915,5.484932327,9.059514367,3.369238963325895e-18 -1442,1989/12/13,2.606135234,8.239040268,-3.156429565,0.395363548,5.172380942,48.61697029,1.6846194816629475e-18 -1443,1989/12/14,0.436323977,6.700801549,-5.727549946,0.674979105,4.857077771,21.55480409,8.423097408314738e-19 -1444,1989/12/15,0.076154364,6.397685722,-6.778233043,0.43546225,4.816844167,9.411937235,4.211548704157369e-19 -1445,1989/12/16,2.760716272,6.003483474,-6.218978925,0.424235901,4.661894851,69.87384177,2.1057743520786844e-19 -1446,1989/12/17,0.384879642,6.071408792,-5.528325523,0.674340576,4.639757619,29.02039026,1.0528871760393422e-19 -1447,1989/12/18,0.023801899,8.052306207,-4.711467429,0.541898031,5.244602599,11.92261619,5.264435880196711e-20 -1448,1989/12/19,0.067808226,8.144828211,-4.613304832,0.633548082,5.269935298,8.296292615,2.6322179400983555e-20 -1449,1989/12/20,0.11934373,8.455309603,-5.64367854,0.77070948,5.438817112,7.215990454,1.3161089700491777e-20 -1450,1989/12/21,0.461264221,8.823898545,-5.752802501,0.714948697,5.568293627,12.95383193,6.580544850245889e-21 -1451,1989/12/22,0.048960151,7.349894569,-6.732697987,0.887919593,5.126440865,5.38224898,3.2902724251229444e-21 -1452,1989/12/23,0.065215527,7.56270653,-6.181475317,0.893579981,5.171897397,3.781843697,1.6451362125614722e-21 -1453,1989/12/24,0.105799674,9.256675148,-4.43505769,1.219098689,5.642826847,3.635596133,8.225681062807361e-22 -1454,1989/12/25,0.007144556,9.96647837,-5.236782509,1.346005949,5.933177481,1.696974129,4.1128405314036804e-22 -1455,1989/12/26,0.210429383,8.798323059,-4.665652005,0.919808027,5.501283906,3.872464593,2.0564202657018402e-22 -1456,1989/12/27,0.261510154,9.105040084,-3.91204048,1.755450417,5.553964994,4.791573433,1.0282101328509201e-22 -1457,1989/12/28,0.004092757,7.594618191,-5.779765608,1.101881879,5.163784362,1.594488532,5.1410506642546005e-23 -1458,1989/12/29,0.085293578,7.284289424,-6.012571616,0.870874262,5.0743098,1.808035386,2.5705253321273003e-23 -1459,1989/12/30,0.51080141,7.95068337,-6.618644175,0.965439458,5.320462112,6.642855599,1.2852626660636501e-23 -1460,1989/12/31,0.005579545,9.008184957,-6.120310954,1.159251737,5.650160374,1.920535953,6.426313330318251e-24 -1461,1990/1/1,0.004999294,8.121400401,-8.205002899,1.006977008,5.416530533,0.971536244,3.2131566651591253e-24 -1462,1990/1/2,0.000293248,8.615396294,-8.18187442,0.710045944,5.574122836,0.587062458,1.6065783325795627e-24 -1463,1990/1/3,0.004262081,9.389054848,-6.451704387,0.913676067,5.789207682,0.412371277,8.032891662897813e-25 -1464,1990/1/4,0.183301014,9.023383109,-5.55366247,0.89462321,5.630131566,1.698008474,4.0164458314489067e-25 -1465,1990/1/5,0.030436664,9.323825629,-5.909960571,0.83392355,5.747195539,0.737700247,2.0082229157244533e-25 -1466,1990/1/6,0.001832023,9.994327336,-7.128628698,0.950328591,6.007323746,0.325640955,1.0041114578622267e-25 -1467,1990/1/7,0.148405048,8.872566634,-7.1824774,0.994797062,5.638941406,1.131166612,5.0205572893111333e-26 -1468,1990/1/8,0.002936408,9.864375829,-4.903904111,1.22165025,5.882231733,0.365449012,2.5102786446555667e-26 -1469,1990/1/9,0.003175531,10.1939,-6.529332461,1.090193232,6.059074311,0.19967916,1.2551393223277833e-26 -1470,1990/1/10,0.005729296,9.450120097,-6.415575232,0.938604976,5.806538252,0.146007999,6.275696611638917e-27 -1471,1990/1/11,0.010365784,9.755155154,-6.37015742,0.690454002,5.906436455,0.127949478,3.1378483058194583e-27 -1472,1990/1/12,0.0,10.22741065,-5.818909089,0.884324507,6.046045537,0.063124893,1.5689241529097292e-27 -1473,1990/1/13,0.0,10.81935884,-3.951435715,1.266743941,6.15668972,0.038657825,7.844620764548646e-28 -1474,1990/1/14,0.002636126,12.11154535,-3.799790141,1.451743934,6.606429523,0.033368711,3.922310382274323e-28 -1475,1990/1/15,0.0,10.91462454,-5.59124467,0.812879137,6.269995815,0.018263649,1.9611551911371615e-28 -1476,1990/1/16,0.001037073,11.55203091,-5.392014075,1.12371821,6.481643441,0.01408416,9.805775955685807e-29 -1477,1990/1/17,0.00011149,12.10338563,-3.325570314,1.647937293,6.57181006,0.008308612,4.9028879778429037e-29 -1478,1990/1/18,0.035656171,12.21668147,-3.1801921,1.402940983,6.602182941,0.078731397,2.4514439889214518e-29 -1479,1990/1/19,0.034604208,12.73834641,-2.320544474,1.044228738,6.730225585,0.088395505,1.2257219944607259e-29 -1480,1990/1/20,0.322893525,14.09313837,0.458221448,1.398209219,6.978110093,0.781206076,6.1286099723036296e-30 -1481,1990/1/21,0.050988111,13.82224086,2.729017339,1.57685855,6.543946578,0.32972211,3.0643049861518148e-30 -1482,1990/1/22,0.087119058,12.63771051,-0.557951085,1.066156874,6.523919232,0.345321504,1.5321524930759074e-30 -1483,1990/1/23,0.113621543,11.14873904,-1.508132677,0.87769005,6.061206487,0.420984785,7.660762465379537e-31 -1484,1990/1/24,0.0,11.24094783,-2.382848344,1.022796232,6.178338197,0.139383867,3.8303812326897685e-31 -1485,1990/1/25,0.234852744,11.41445604,-1.34390394,0.835052981,6.14052327,0.702750433,1.9151906163448842e-31 -1486,1990/1/26,1.376444297,11.10998718,-0.605579018,1.120244562,5.938702016,7.305635406,9.575953081724421e-32 -1487,1990/1/27,0.696710944,11.86166144,-0.138709419,1.26221091,6.167769795,7.397750971,4.7879765408622106e-32 -1488,1990/1/28,0.082600376,13.45925089,0.108040965,1.456589217,6.757452241,2.851184646,2.3939882704311053e-32 -1489,1990/1/29,0.459286082,13.22053107,-0.081182031,1.659243778,6.684411302,5.103303372,1.1969941352155527e-32 -1490,1990/1/30,0.23474484,11.81357365,-0.651858957,1.307727434,6.206588324,3.68840537,5.984970676077763e-33 -1491,1990/1/31,0.268136068,12.51613144,-1.303374398,1.340433824,6.540251492,3.648912864,2.9924853380388816e-33 -1492,1990/2/1,0.071493292,13.14859881,-0.717969258,1.742549744,6.719823683,1.901684945,1.4962426690194408e-33 -1493,1990/2/2,0.085839518,12.30549064,-1.889727808,1.623963612,6.511783339,1.511296279,7.481213345097204e-34 -1494,1990/2/3,0.048953418,11.59329589,-2.431398391,1.363310845,6.294202613,1.016512188,3.740606672548602e-34 -1495,1990/2/4,0.057598166,11.29575072,-1.973802558,1.32001417,6.142308743,0.849104407,1.870303336274301e-34 -1496,1990/2/5,1.083341164,11.15845857,-1.572898623,1.491083896,6.049750743,8.585615865,9.351516681371505e-35 -1497,1990/2/6,1.236483202,11.11442603,-1.262926052,1.356409046,5.998108639,15.39485407,4.6757583406857525e-35 -1498,1990/2/7,0.01491627,12.18810403,-3.610254266,1.236771516,6.584318497,4.360053871,2.3378791703428763e-35 -1499,1990/2/8,0.640993846,12.38779806,-3.229868896,1.359042913,6.630140033,9.365160064,1.1689395851714381e-35 -1500,1990/2/9,0.094399004,12.50724711,-0.770357563,1.362299199,6.463160679,4.097855958,5.844697925857191e-36 -1501,1990/2/10,0.011318744,13.06120526,-2.676913248,0.980497553,6.832952961,1.970125264,2.9223489629285953e-36 -1502,1990/2/11,0.847494474,12.8276654,-2.277055659,1.045297617,6.715679275,10.0403231,1.4611744814642977e-36 -1503,1990/2/12,1.939497619,10.63842421,-1.165688619,1.168340454,5.795846832,30.09795668,7.305872407321488e-37 -1504,1990/2/13,0.020211359,11.9423179,-1.744270091,1.202436116,6.338808209,8.284018508,3.652936203660744e-37 -1505,1990/2/14,0.008048962,13.75095545,-0.949217074,1.607556348,6.939986225,3.952453166,1.826468101830372e-37 -1506,1990/2/15,0.241871642,12.54308559,-1.014283146,1.428421353,6.486801736,5.499831856,9.13234050915186e-38 -1507,1990/2/16,3.185841433,9.210943538,-2.757329425,1.023197602,5.436162429,57.86236027,4.56617025457593e-38 -1508,1990/2/17,0.05442384,10.10969659,-4.601898842,1.135045949,5.88899401,15.84424704,2.283085127287965e-38 -1509,1990/2/18,0.452461469,10.31402923,-4.376567421,0.846052664,5.943704682,15.94798066,1.1415425636439826e-38 -1510,1990/2/19,0.701034245,10.39426635,-2.406775292,1.165783321,5.819551993,20.24054003,5.707712818219913e-39 -1511,1990/2/20,0.21833686,10.19579548,-1.942683422,1.152380215,5.698913378,11.22737749,2.8538564091099564e-39 -1512,1990/2/21,3.312961065,7.334150861,-0.679425459,0.989613959,4.459637084,83.13698489,1.4269282045549782e-39 -1513,1990/2/22,1.141853835,8.505015773,-0.614869191,0.872664325,4.894352775,55.26645907,7.134641022774891e-40 -1514,1990/2/23,0.884051318,8.90308753,-2.041504995,0.768312062,5.23240749,45.02587419,3.5673205113874455e-40 -1515,1990/2/24,1.17558678,9.611278184,-2.665700896,1.006012353,5.550075479,52.88396907,1.7836602556937227e-40 -1516,1990/2/25,0.604049671,10.03004271,-1.396577215,1.131956469,5.564152458,36.66772976,8.918301278468614e-41 -1517,1990/2/26,2.112177409,9.567312393,-0.287066487,1.313670756,5.240188004,83.6703476,4.459150639234307e-41 -1518,1990/2/27,0.067141729,11.45372581,0.210789268,1.307324161,5.891656388,27.07557117,2.2295753196171534e-41 -1519,1990/2/28,6.05e-05,12.62259514,0.881232996,1.280753096,6.252011379,13.07872199,1.1147876598085767e-41 -1520,1990/3/1,0.265253859,14.48092388,2.121365995,1.571623662,6.815796783,15.32717,5.5739382990428836e-42 -1521,1990/3/2,2.054929254,13.85364695,2.941140332,1.440697902,6.424717988,64.69854677,2.7869691495214418e-42 -1522,1990/3/3,1.170372872,11.88793839,1.477959129,1.260167309,5.86135786,53.57133362,1.3934845747607209e-42 -1523,1990/3/4,0.400296088,12.00671619,-0.096399758,1.103375487,6.129002227,29.26735704,6.9674228738036045e-43 -1524,1990/3/5,0.003779989,11.19695843,-1.506323091,0.902195171,5.982616898,12.21147669,3.4837114369018022e-43 -1525,1990/3/6,0.002829131,10.83021264,-1.596663132,0.892145468,5.854346721,7.209623213,1.7418557184509011e-43 -1526,1990/3/7,2.456437446,9.36962188,-0.704385978,0.526774441,5.201466606,69.24038873,8.709278592254506e-44 -1527,1990/3/8,2.666557987,7.626654449,-1.852685746,0.563661894,4.713502945,106.1024318,4.354639296127253e-44 -1528,1990/3/9,2.272517347,9.109874462,-0.738635117,0.719513334,5.103232403,117.9640996,2.1773196480636264e-44 -1529,1990/3/10,0.165753789,11.41284101,-0.416744623,0.913214663,5.923628019,42.41760511,1.0886598240318132e-44 -1530,1990/3/11,0.021725936,12.84069826,-0.172449287,0.845464784,6.432304895,20.84682235,5.443299120159066e-45 -1531,1990/3/12,1.189997723,12.3146584,0.791457215,0.911371199,6.104397386,52.52540472,2.721649560079533e-45 -1532,1990/3/13,1.665515837,11.52067117,0.383784893,0.916166625,5.849870921,75.90510201,1.3608247800397665e-45 -1533,1990/3/14,0.707512903,11.24312389,-0.882557439,0.562890655,5.902341835,48.47886526,6.8041239001988325e-46 -1534,1990/3/15,0.132951001,11.27159206,-1.488016592,0.582170226,5.975273644,22.55698496,3.4020619500994162e-46 -1535,1990/3/16,0.764662837,12.81865217,-2.57869007,0.558910227,6.626142325,35.15259384,1.7010309750497081e-46 -1536,1990/3/17,2.691079147,11.61367974,-2.693890311,0.386774886,6.199857019,103.2604402,8.505154875248541e-47 -1537,1990/3/18,0.008902147,13.41202753,-1.186583778,0.670876863,6.723745739,29.14903438,4.2525774376242703e-47 -1538,1990/3/19,1.714481514,14.75697669,0.492989362,1.232061094,7.062483607,71.32774305,2.1262887188121351e-47 -1539,1990/3/20,1.006791644,14.31017932,1.12573483,1.239888318,6.810860143,56.55541823,1.0631443594060676e-47 -1540,1990/3/21,0.299952202,15.8287349,1.348372812,1.404000719,7.376976082,29.47347929,5.315721797030338e-48 -1541,1990/3/22,0.751016807,14.58590808,2.823560288,1.655437877,6.674068255,35.45442724,2.657860898515169e-48 -1542,1990/3/23,0.273174414,16.93321535,3.989890096,1.927539486,7.460801695,20.91841333,1.3289304492575845e-48 -1543,1990/3/24,0.051873897,17.34214483,4.36153052,1.928106079,7.570287038,10.60914252,6.644652246287922e-49 -1544,1990/3/25,0.111980165,17.55895375,4.888879271,1.876163509,7.57186651,8.322217377,3.322326123143961e-49 -1545,1990/3/26,1.519758229,15.83371769,3.38746053,1.592459842,7.083366274,37.19883831,1.6611630615719806e-49 -1546,1990/3/27,1.609641302,14.92199538,2.377894996,1.291389084,6.857892057,49.62434491,8.305815307859903e-50 -1547,1990/3/28,1.8919921,13.54801375,2.29576987,1.12430553,6.312659904,66.28468684,4.1529076539299515e-50 -1548,1990/3/29,0.314431787,14.83035664,2.948481308,1.337266536,6.726901426,28.58311932,2.0764538269649757e-50 -1549,1990/3/30,0.058401892,15.37532564,2.628577499,1.433588561,6.992667886,13.67851368,1.0382269134824879e-50 -1550,1990/3/31,0.00534151,16.25025749,2.89233249,1.546370625,7.306086996,7.753644637,5.1911345674124393e-51 -1551,1990/4/1,0.003925117,17.1460149,3.930468901,1.479401831,7.51932092,4.950295967,2.5955672837062197e-51 -1552,1990/4/2,0.17641924,16.57001583,3.618811888,1.135089955,7.322825344,6.199836669,1.2977836418531098e-51 -1553,1990/4/3,0.105169035,15.85379372,3.972780621,0.897515541,6.96409133,4.41134073,6.488918209265549e-52 -1554,1990/4/4,3.200925663,15.01423043,3.788271728,0.733823021,6.640392956,64.29423266,3.2444591046327746e-52 -1555,1990/4/5,9.072170763,12.686108,2.72320927,0.955774382,5.862047339,369.9536256,2.5152042487267328e-05 -1556,1990/4/6,2.038004651,12.38919527,1.033322782,1.165035672,6.01114121,202.2893778,1.2575922707665147e-05 -1557,1990/4/7,2.211465577,16.01660291,1.545087711,0.983098909,7.354469894,191.2791475,6.287961353832574e-06 -1558,1990/4/8,2.89410603,16.14578774,5.040177164,1.187658537,6.877852197,232.6791448,3.143980676916287e-06 -1559,1990/4/9,1.178950306,15.70706769,3.915409723,1.640213457,6.88794263,143.9062394,1.5719903384581434e-06 -1560,1990/4/10,0.282147871,14.72910644,3.301345085,1.173006311,6.581493658,71.85264829,7.859951692290717e-07 -1561,1990/4/11,0.013249936,16.33924302,2.469519273,1.258849362,7.351604547,37.2123599,3.9299758461453586e-07 -1562,1990/4/12,0.078355301,17.91897817,3.555790081,0.905546948,7.843261825,26.06713889,1.9649879230726793e-07 -1563,1990/4/13,1.052650062,17.33997232,6.061783701,1.260393205,7.180593819,54.22401876,9.824939615363396e-08 -1564,1990/4/14,0.844243848,18.19114711,6.649641734,1.691275199,7.436809463,49.01827579,4.912469807681698e-08 -1565,1990/4/15,0.529302727,19.16501493,5.656943812,1.848390869,8.038357921,35.11400373,2.456234903840849e-08 -1566,1990/4/16,0.240178423,19.95571914,5.408272991,1.889971044,8.411903922,21.11329347,1.2281174519204246e-08 -1567,1990/4/17,1.26766959,19.38582002,6.029826468,1.77327071,8.062313056,44.98224636,6.140587259602123e-09 -1568,1990/4/18,1.326515504,18.83007918,6.477775467,1.732171239,7.735380246,51.78212857,3.0702936298010614e-09 -1569,1990/4/19,0.270065183,18.03848033,6.618243464,1.784929248,7.354155336,23.80660244,1.5351468149005307e-09 -1570,1990/4/20,0.435606109,17.44279896,7.074696371,1.703443937,6.987100085,21.1898797,7.675734074502654e-10 -1571,1990/4/21,1.138918876,17.82171274,6.518163448,1.709462406,7.269890289,36.57880463,3.837867037251327e-10 -1572,1990/4/22,0.000556543,19.87009576,5.80692523,1.664672587,8.285210179,11.86311167,1.9189335186256634e-10 -1573,1990/4/23,0.106808266,19.63176667,5.555094882,1.134999669,8.218361152,8.381243056,9.594667593128317e-11 -1574,1990/4/24,0.428076493,18.82285545,5.713783523,1.132235673,7.841759584,12.15131702,4.7973337965641584e-11 -1575,1990/4/25,0.402276001,18.70667767,5.049905339,0.955500423,7.895796156,11.42875131,2.3986668982820792e-11 -1576,1990/4/26,0.866341872,18.56745816,5.08764549,1.056650398,7.82685114,18.73887249,1.1993334491410396e-11 -1577,1990/4/27,0.940460824,18.39979698,6.775605174,1.435046317,7.450695868,22.29483505,5.996667245705198e-12 -1578,1990/4/28,0.743009073,18.67963317,7.557132974,1.305666341,7.411493456,20.36860563,2.998333622852599e-12 -1579,1990/4/29,3.324306018,20.69753568,8.334114201,1.483016107,8.16289935,82.67430703,1.4991668114262995e-12 -1580,1990/4/30,0.382401285,20.31556079,8.154488868,1.497565231,8.021304465,31.65418341,7.495834057131498e-13 -1581,1990/5/1,2.611783859,19.60864129,7.208042437,1.494260848,7.886826434,83.52219793,3.747917028565749e-13 -1582,1990/5/2,3.803309201,19.82313436,7.506206682,1.602947019,7.92069076,155.3672719,1.8739585142828744e-13 -1583,1990/5/3,1.332105902,18.09244348,5.127353248,1.619828278,7.59190225,94.39266518,9.369792571414372e-14 -1584,1990/5/4,3.36823009,17.89895174,3.95952505,0.286147642,7.685972117,172.5776104,4.684896285707186e-14 -1585,1990/5/5,1.959453727,16.57666213,4.118618623,0.731062711,7.115483533,139.566315,2.342448142853593e-14 -1586,1990/5/6,1.937963266,19.55591923,6.73156001,0.719734234,7.932604605,136.1589193,1.1712240714267965e-14 -1587,1990/5/7,1.346631168,19.71195139,7.942757664,0.950082609,7.763392189,107.49434,5.8561203571339825e-15 -1588,1990/5/8,7.095317473,19.78323231,8.569484411,1.09512802,7.657946873,423.9666666,2.9280601785669912e-15 -1589,1990/5/9,12.58786033,18.36455003,9.225761321,1.250265797,6.827598795,1162.918369,0.003411103107099692 -1590,1990/5/10,1.116462983,18.14743216,7.372013733,0.987353786,7.167496876,414.8810656,0.0017045415625679646 -1591,1990/5/11,0.328112781,18.28461519,6.538234301,0.381381178,7.394772387,198.9236342,0.0008522707812839823 -1592,1990/5/12,0.0,20.78667927,8.236426146,0.250729976,8.171257743,108.1870011,0.00042613539064199115 -1593,1990/5/13,2.168707018,20.29952651,9.992883946,0.584001742,7.547009728,212.4563708,0.00021306769532099558 -1594,1990/5/14,18.24592974,16.16606512,8.259211296,1.301535135,6.019020708,1867.719741,0.06330188829768786 -1595,1990/5/15,15.88073539,16.12638443,7.258900662,1.325656919,6.261025852,2964.04816,0.19761416489358685 -1596,1990/5/16,6.103194598,16.15570461,6.571317301,0.737159332,6.433811544,1923.767638,0.09737263032200782 -1597,1990/5/17,0.053945833,16.60878424,6.499940287,0.422848167,6.647945971,672.4580312,0.04868631516100391 -1598,1990/5/18,0.047457062,18.65235952,8.867920135,0.877165173,7.028970999,373.8409567,0.024343157580501956 -1599,1990/5/19,0.077743827,19.00431063,10.88195207,1.230188039,6.641558612,244.3438016,0.012171578790250978 -1600,1990/5/20,8.835933045,20.36847328,12.08728132,1.137822744,6.966537818,1240.853427,0.048125076344735 -1601,1990/5/21,12.37779198,18.85258871,12.11146884,1.031741107,6.14528041,2216.822187,0.1748805542609973 -1602,1990/5/22,7.765934638,18.61645983,11.81040635,0.947949065,6.122624872,1968.772586,0.13524519530994156 -1603,1990/5/23,2.873599137,17.85958437,11.69388695,0.617016173,5.748236295,1123.098602,0.0668728164906861 -1604,1990/5/24,2.408036241,17.83199188,10.28977999,0.291956707,6.215600984,838.050419,0.03343640824534305 -1605,1990/5/25,4.342479943,14.48988147,9.376570808,0.269610847,4.77432916,1018.152505,0.016718204122671526 -1606,1990/5/26,3.104271783,16.96640823,10.44541564,0.55757661,5.711035391,841.7861968,0.008359102061335763 -1607,1990/5/27,5.518567943,18.28352298,11.0502719,0.89656806,6.196174523,1157.051007,0.0041795510306678815 -1608,1990/5/28,7.572135854,18.75247872,10.49144367,0.920696895,6.610376604,1592.598714,0.027227133606758096 -1609,1990/5/29,7.20193478,20.12017663,11.01531323,1.010004034,7.139871155,1707.516404,0.014963819635481514 -1610,1990/5/30,16.16479709,19.16336305,11.69035536,0.772819927,6.439089462,3721.194877,0.27110119740408734 -1611,1990/5/31,3.765038674,19.08900794,11.78109608,0.690086464,6.367144356,1840.094886,0.1319772288981309 -1612,1990/6/1,3.904613155,19.37874551,12.29139226,0.505837369,6.343864315,1463.511958,0.06598861444906545 -1613,1990/6/2,5.217224115,18.20473257,11.58922059,0.471811346,5.956351739,1554.191849,0.032994307224532726 -1614,1990/6/3,19.00925778,17.68098914,10.88454382,0.384692531,5.922143084,4771.791658,0.43572505540794326 -1615,1990/6/4,7.486611645,18.14639679,12.25940487,0.607875377,5.668183184,3207.565514,0.29169644054311644 -1616,1990/6/5,7.266491204,19.61049673,13.16993366,1.10803974,6.140325666,2912.079471,0.1958190091327746 -1617,1990/6/6,1.891149484,18.94911535,12.38922961,1.270208419,6.064669545,1470.337559,0.09672026729607787 -1618,1990/6/7,1.425984971,19.11288789,11.60280231,1.138836405,6.427068733,963.2824646,0.048360133648038935 -1619,1990/6/8,2.962134179,19.61244682,10.05476268,0.749479543,7.134106465,1008.225195,0.024180066824019467 -1620,1990/6/9,2.24132519,20.6978759,9.577052916,1.168835116,7.765236264,780.8370283,0.012090033412009734 -1621,1990/6/10,0.824994937,19.75304685,11.6343872,0.96434933,6.745331269,447.1234726,0.006045016706004867 -1622,1990/6/11,3.647875879,19.58687626,13.06673336,0.888669579,6.157828295,689.5371689,0.0030225083530024334 -1623,1990/6/12,5.186044506,19.9553482,12.685675,1.221042186,6.499589239,921.8328199,0.0015112541765012167 -1624,1990/6/13,0.376018428,21.26350161,12.86359628,1.46560156,7.137320691,346.1280013,0.0007556270882506084 -1625,1990/6/14,3.028303101,22.54819777,13.17302487,1.412565909,7.711205931,507.1151557,0.0003778135441253042 -1626,1990/6/15,11.51956215,23.23246695,13.89586188,1.253979266,7.845731136,1618.428538,0.1103418205601906 -1627,1990/6/16,9.812377905,21.68346952,13.98393274,1.148646734,6.980459161,1893.376175,0.14821875977391366 -1628,1990/6/17,4.223168192,21.23487248,14.05827892,1.306000418,6.702760301,1212.637502,0.07252601153436748 -1629,1990/6/18,3.792434689,21.61866084,14.08268865,1.382104946,6.907026657,1003.348287,0.03626300576718374 -1630,1990/6/19,11.88460308,20.86949365,13.37606189,1.152902682,6.745908673,2291.94405,0.18548482805084793 -1631,1990/6/20,9.543313672,20.81036396,12.92746992,0.582240747,6.867774916,2426.284905,0.19002016320904708 -1632,1990/6/21,8.56902614,21.08885474,13.45752876,0.462575333,6.835242817,2430.492398,0.162242849126395 -1633,1990/6/22,8.351737804,19.64201106,12.8723396,0.571740777,6.250588311,2485.665969,0.1668461069913393 -1634,1990/6/23,11.4281176,18.40823525,11.79310909,0.951851319,5.968376882,3339.981843,0.3184879027322713 -1635,1990/6/24,5.956958698,19.38630949,11.5335914,1.116574004,6.573127477,2404.222691,0.15410565775216767 -1636,1990/6/25,1.817330307,20.68015819,12.20416969,0.978332899,7.030059761,1248.36007,0.07705282887608383 -1637,1990/6/26,3.373955919,22.26107497,13.27875415,1.001284851,7.51702613,1193.117741,0.03852641443804192 -1638,1990/6/27,8.242989869,22.77763858,14.14287363,1.364525582,7.512691457,1956.13869,0.05074484247479846 -1639,1990/6/28,6.863408147,20.94297716,13.89845863,1.205406346,6.590796642,1870.709113,0.03662787186883094 -1640,1990/6/29,3.122658439,20.99739562,12.59258769,1.437381212,7.070822925,1176.186974,0.01805272087850017 -1641,1990/6/30,4.77914207,21.54490387,12.40846042,1.268006714,7.410585387,1250.458004,0.009026360439250085 -1642,1990/7/1,14.94827489,20.74856981,12.20873933,0.983327449,7.061733056,3171.505323,0.3178718470093827 -1643,1990/7/2,7.832426537,21.67717015,12.78986193,1.110782472,7.362461596,2487.940835,0.17480152223710613 -1644,1990/7/3,11.91440896,20.25596345,13.51836353,1.388558226,6.347037393,3365.851078,0.35095557306170133 -1645,1990/7/4,6.938354753,21.83622352,14.00241023,1.364616897,7.047564389,2606.149071,0.1692149492889239 -1646,1990/7/5,6.944939442,22.38509669,13.94381624,1.410552924,7.365984139,2423.696301,0.08460747464446194 -1647,1990/7/6,4.301043146,21.4213727,13.67715198,0.976340819,6.934742144,1737.682998,0.04230373732223097 -1648,1990/7/7,5.023251915,22.06136985,13.50733783,0.880609339,7.336987479,1639.042865,0.021151868661115486 -1649,1990/7/8,4.584837007,22.18850822,13.38417763,0.769453079,7.444252801,1438.442869,0.010575934330557743 -1650,1990/7/9,6.237067719,22.56166831,13.15281246,1.04349862,7.711275283,1614.128164,0.0052879671652788715 -1651,1990/7/10,4.182401586,22.76959955,14.8817254,1.654800173,7.252707987,1247.981074,0.0026439835826394358 -1652,1990/7/11,2.788519499,22.44726454,15.25280981,1.859360431,6.931653981,895.2052439,0.0013219917913197179 -1653,1990/7/12,10.57354109,21.98603812,14.63905905,1.356837369,6.902541004,2037.677543,0.14383951637289813 -1654,1990/7/13,9.609217958,21.18183197,14.3388712,0.917078164,6.560268329,2323.258927,0.1983811639279394 -1655,1990/7/14,3.013296651,21.78511713,14.90661397,0.86631117,6.68621495,1259.006427,0.09645087025444221 -1656,1990/7/15,8.813133976,21.51022976,14.88424923,1.178929801,6.536034404,2068.286226,0.14597973651100843 -1657,1990/7/16,7.264498125,20.97180516,13.90590174,1.185226157,6.608077016,2023.562665,0.10044046290664108 -1658,1990/7/17,12.3234863,19.674586,13.81058613,1.003367602,5.901668594,3193.151981,0.3424783192567774 -1659,1990/7/18,5.58972219,19.27114957,13.89401064,1.005742826,5.625934616,2175.912072,0.16455849835558795 -1660,1990/7/19,2.96464151,20.91029431,14.10778372,1.167694181,6.499242752,1393.834053,0.08227924917779397 -1661,1990/7/20,17.34641863,20.32722049,14.41563685,1.087990622,6.036009079,4491.016514,0.5937155954433039 -1662,1990/7/21,12.54446522,19.583012,13.49573959,0.522852065,5.981105467,4622.309159,0.6711739394072558 -1663,1990/7/22,3.412540212,21.8802301,13.31495035,0.744351728,7.314689979,2319.301609,0.32412942626664104 -1664,1990/7/23,10.29002422,22.47614158,14.21584692,0.715026709,7.33647003,3460.050561,0.344161671545747 -1665,1990/7/24,10.9862758,21.19069431,14.77416438,0.973323728,6.402224016,3899.805695,0.46101144921340476 -1666,1990/7/25,20.36825261,20.75139019,13.59186018,1.02695909,6.610810211,7319.768555,1.1602356724454603 -1667,1990/7/26,24.95621161,19.18037398,13.05871044,0.809113041,5.930221954,11942.30745,2.0741559859706484 -1668,1990/7/27,4.195622294,20.17262354,12.78170345,0.652482952,6.58618463,4909.922228,0.9758730120807106 -1669,1990/7/28,5.501185425,21.1743423,13.15343683,1.229379256,7.000170748,3691.259855,0.4879365060403553 -1670,1990/7/29,14.51827024,20.89834799,13.83125455,0.357646889,6.610085344,5857.219919,0.974825388033478 -1671,1990/7/30,7.02687677,20.31239735,13.55891868,0.205475589,6.38444142,4002.605048,0.5171978878199838 -1672,1990/7/31,4.635404505,19.52341673,12.98594182,0.477781935,6.159909935,2764.634194,0.25545502395232456 -1673,1990/8/1,5.48238127,20.28955531,12.21669431,0.638404397,6.846616202,2506.114049,0.12772751197616228 -1674,1990/8/2,6.479084662,21.64680266,12.06506089,0.567509243,7.593142844,2485.602306,0.06386375598808114 -1675,1990/8/3,1.276494678,23.27894808,12.61491306,0.705794396,8.264974304,1195.767112,0.03193187799404057 -1676,1990/8/4,5.309130687,23.46422879,12.23492129,0.533972224,8.460513488,1520.850702,0.015965938997020285 -1677,1990/8/5,0.053687993,22.91270291,12.36462532,0.470333758,8.153751129,598.4323079,0.007982969498510142 -1678,1990/8/6,0.281083622,23.70870596,13.03558406,1.05794361,8.374225604,372.5868216,0.003991484749255071 -1679,1990/8/7,1.387089552,22.44401821,12.99036434,0.849603658,7.741015356,371.3877298,0.0019957423746275356 -1680,1990/8/8,2.723873812,22.58170872,13.03114348,0.823736867,7.802625487,445.6339751,0.0009978711873137678 -1681,1990/8/9,5.537954169,23.6841576,13.51721779,0.926214515,8.232741102,720.944264,0.0004989355936568839 -1682,1990/8/10,10.00687033,23.62032439,13.65097549,1.262428567,8.162910972,1367.617998,0.12673820989614537 -1683,1990/8/11,6.008012223,21.92495491,13.83506479,1.10048612,7.203279612,1148.572013,0.059030776717449204 -1684,1990/8/12,1.746874805,20.07288956,13.82484987,0.855747786,6.167353506,589.9544401,0.029515388358724602 -1685,1990/8/13,5.473684901,20.71926005,13.60276718,1.008475133,6.624589137,916.1265551,0.014757694179362301 -1686,1990/8/14,7.440986258,21.60525246,13.9841662,1.374891693,6.982240522,1285.21365,0.03692194772111408 -1687,1990/8/15,3.774062792,21.83831637,13.64070153,0.971195779,7.232998654,907.1380982,0.01750969003770427 -1688,1990/8/16,5.15236901,23.79748844,14.16567496,0.919906193,8.117329716,1009.794921,0.008754845018852136 -1689,1990/8/17,2.209482185,23.19864506,14.26207422,0.547571788,7.768495404,621.2161337,0.004377422509426068 -1690,1990/8/18,4.357549021,22.13650494,13.46073184,0.242901791,7.462024649,764.6255335,0.002188711254713034 -1691,1990/8/19,1.602241928,22.18006874,12.82652887,0.514665623,7.686839041,448.4647108,0.001094355627356517 -1692,1990/8/20,1.869064801,24.16374049,13.2425518,0.93514948,8.591873666,378.5614453,0.0005471778136782585 -1693,1990/8/21,5.041608502,23.59377418,13.83228078,1.04243773,8.128488041,644.2760239,0.00027358890683912924 -1694,1990/8/22,3.842960654,23.30054358,14.60674428,1.103158725,7.724905082,584.249843,0.00013679445341956462 -1695,1990/8/23,5.494969054,23.00553485,15.03468441,1.157106505,7.413314675,754.2049112,6.839722670978231e-05 -1696,1990/8/24,11.85398563,22.53723501,14.98010274,1.107125568,7.170243166,1678.471829,0.19279499458296054 -1697,1990/8/25,7.877459104,20.61548839,13.5429546,0.778441762,6.620824907,1597.831684,0.14955934334328164 -1698,1990/8/26,5.635391872,21.30217835,13.17206317,0.647016503,7.13395153,1350.555768,0.0734811015731318 -1699,1990/8/27,2.441602745,21.90546906,12.87599261,0.405181386,7.554596787,817.3901458,0.0367405507865659 -1700,1990/8/28,2.770962907,23.11346285,13.17067237,0.297551374,8.100464478,701.9139779,0.01837027539328295 -1701,1990/8/29,9.635118692,23.05632247,12.60496733,0.199251991,8.236948206,1585.028721,0.06610444260455643 -1702,1990/8/30,5.833592065,22.05862185,12.54907554,0.179680331,7.744567717,1306.320764,0.03189363323893378 -1703,1990/8/31,1.682088604,22.97038924,12.84786753,0.859641874,8.131953208,666.1930431,0.01594681661946689 -1704,1990/9/1,20.96316479,22.39193303,13.04837004,0.60685456,7.775234653,3690.003335,0.5101861838787303 -1705,1990/9/2,5.317948436,21.22022673,13.07112139,0.617749852,7.147339283,1987.121891,0.24553064850341247 -1706,1990/9/3,10.4568285,20.99240685,12.75203996,0.390760879,7.134555087,2724.188316,0.28374436114273194 -1707,1990/9/4,2.915781787,20.2002481,12.68851837,0.402587654,6.731152921,1430.347417,0.13797210265830798 -1708,1990/9/5,4.150009337,20.73804114,13.46610583,1.237467246,6.753467151,1319.686779,0.06898605132915399 -1709,1990/9/6,3.6649881,22.22178905,14.05459792,1.132478952,7.373365363,1126.270004,0.034493025664576994 -1710,1990/9/7,8.984348478,21.8118266,14.11213076,0.494216836,7.127810957,1929.337473,0.09916204338593045 -1711,1990/9/8,10.65922608,20.75692613,13.70356001,0.4098358,6.685993497,2556.927742,0.22982365554788178 -1712,1990/9/9,1.880143106,21.82570354,13.73345465,0.60543845,7.277609071,1126.585155,0.11074115187835158 -1713,1990/9/10,2.03717194,22.11879896,13.85287511,0.869674926,7.401859073,810.6279962,0.05537057593917579 -1714,1990/9/11,5.045486186,22.74495639,13.71135273,0.819906308,7.794512321,1112.772496,0.027685287969587895 -1715,1990/9/12,4.647325966,21.17918132,13.64166028,0.72945499,6.962034435,1061.891896,0.013842643984793948 -1716,1990/9/13,13.9673523,19.89310351,13.44216062,0.268606783,6.308261943,2651.479084,0.3153250915643501 -1717,1990/9/14,8.799084171,18.77119099,12.78932877,0.16266779,5.92142961,2425.00092,0.28762709297632805 -1718,1990/9/15,3.694990477,19.04026611,12.15413552,0.171817585,6.32209826,1478.561533,0.1405916038482078 -1719,1990/9/16,6.020941633,16.56621458,10.81868219,0.087678587,5.4494345,1687.757648,0.0974059180034537 -1720,1990/9/17,1.346173255,15.18767258,7.92340616,0.046732272,5.713897515,837.6269674,0.04805995880855532 -1721,1990/9/18,0.0,16.94298929,6.819135242,0.539101947,6.824054144,388.2791754,0.02402997940427766 -1722,1990/9/19,0.0,20.03920511,7.218600904,0.654999338,8.136140789,236.0179768,0.01201498970213883 -1723,1990/9/20,1.264559573,20.96457065,8.586081347,0.704630872,8.290939064,293.5557841,0.006007494851069415 -1724,1990/9/21,5.800716655,19.95122796,10.1253631,1.08245151,7.450654879,755.8187093,0.0030037474255347075 -1725,1990/9/22,2.298390613,20.50568227,11.0163715,0.721682159,7.48737253,473.5713069,0.0015018737127673537 -1726,1990/9/23,11.3710793,19.45617475,10.40917067,0.46578438,7.134444719,1527.490683,0.15131683512211738 -1727,1990/9/24,5.693933045,18.92048391,10.01545792,0.3001844,6.981777072,1192.413211,0.07298293431048103 -1728,1990/9/25,5.905382204,17.90366949,10.16249461,0.596976839,6.425547648,1210.632501,0.036491467155240515 -1729,1990/9/26,7.265689316,17.33950788,10.71147027,0.524460523,5.947681409,1479.615902,0.06789756635205675 -1730,1990/9/27,6.021456675,17.24526817,10.64534208,0.58763428,5.923549463,1421.829038,0.03682139587953654 -1731,1990/9/28,3.976214112,16.72258556,10.0191937,0.491507117,5.865202262,1105.471578,0.018336649596216666 -1732,1990/9/29,6.336503336,15.93161383,9.255634948,0.437504189,5.710584574,1421.369994,0.03238609523390971 -1733,1990/9/30,3.425398513,16.59792164,9.685837368,0.366190753,5.918973904,1021.887174,0.015762428743758675 -1734,1990/10/1,6.347398216,15.90861093,9.506384997,0.389025983,5.619819636,1404.581514,0.03392164172120843 -1735,1990/10/2,2.998585996,16.5499363,9.375984344,0.536114231,6.002236163,943.8414788,0.016494820434550108 -1736,1990/10/3,1.119731043,17.3599661,8.316560004,0.485885029,6.715704889,527.5159422,0.008247410217275054 -1737,1990/10/4,0.380042868,17.75721925,8.930316682,0.318232158,6.748274001,295.9408211,0.004123705108637527 -1738,1990/10/5,2.074234957,18.34591515,9.78619276,0.327603228,6.803487538,400.8019398,0.0020618525543187635 -1739,1990/10/6,4.292135782,17.59207037,9.549195752,0.387324463,6.49618735,640.2454719,0.0010309262771593818 -1740,1990/10/7,19.71254684,18.27085267,10.1654561,0.870666481,6.659922375,3163.444536,0.3688271488794696 -1741,1990/10/8,6.511077348,17.36993434,10.54388744,0.763872421,6.065472842,2008.967044,0.19728368383487935 -1742,1990/10/9,3.023148942,17.3961478,10.67408872,0.842155435,6.037474095,1202.772271,0.09827559897142453 -1743,1990/10/10,1.200241267,17.00813816,10.27992696,0.713256365,5.96954627,683.8613318,0.049137799485712265 -1744,1990/10/11,0.753848075,16.53967896,8.114808152,0.678265898,6.403974702,441.0406537,0.024568899742856132 -1745,1990/10/12,0.194463283,16.68772587,6.05738469,0.483164507,6.969659561,254.740361,0.012284449871428066 -1746,1990/10/13,0.322934378,16.97407347,5.5098438,0.495066856,7.209684584,184.2403665,0.006142224935714033 -1747,1990/10/14,3.306744655,17.35437538,7.099544236,0.689431899,7.05419436,433.4090559,0.0030711124678570166 -1748,1990/10/15,2.447651333,18.05141664,8.022927693,0.776039606,7.168319348,381.2920514,0.0015355562339285083 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-1776,1990/11/12,0.091197535,13.6358756,0.954991235,0.351202083,6.659169724,97.79031811,0.017086678319247525 -1777,1990/11/13,0.387127054,14.39474401,1.246806385,0.532657101,6.925862858,87.54842487,0.008543339159623763 -1778,1990/11/14,0.250710051,13.29823502,0.132569514,0.433003704,6.634567288,61.02603822,0.004271669579811881 -1779,1990/11/15,0.000897428,13.36272727,-1.074196376,0.491650108,6.788713736,31.95447573,0.0021358347899059407 -1780,1990/11/16,0.0,14.84413032,0.566690476,0.559585936,7.194484089,19.87454617,0.0010679173949529703 -1781,1990/11/17,0.006376457,14.94816342,1.409247544,0.780054401,7.139078037,13.13101688,0.0005339586974764852 -1782,1990/11/18,0.0,14.97248356,1.657319448,0.949455368,7.120028977,8.433772617,0.0002669793487382426 -1783,1990/11/19,0.0,15.11648995,1.024658617,0.753725015,7.259290648,5.476161946,0.0001334896743691213 -1784,1990/11/20,0.726427495,15.01744216,1.656847248,0.481029013,7.14424812,24.588762,6.674483718456065e-05 -1785,1990/11/21,0.34212045,15.43292178,3.851708939,0.822369198,6.986523019,16.63286201,3.337241859228032e-05 -1786,1990/11/22,0.121028403,14.47737191,4.319282379,0.957142703,6.487629655,8.919628182,1.668620929614016e-05 -1787,1990/11/23,0.120029263,14.03260509,4.055410741,0.97206923,6.348345543,6.686104301,8.34310464807008e-06 -1788,1990/11/24,0.004090443,14.31525598,3.375616819,0.84187193,6.600867797,3.151393156,4.17155232403504e-06 -1789,1990/11/25,0.023345729,13.56491866,2.051433564,0.610407198,6.510629464,2.27911413,2.08577616201752e-06 -1790,1990/11/26,0.239803351,11.58491992,0.23016263,0.792676967,5.987934847,5.151531593,1.04288808100876e-06 -1791,1990/11/27,0.242440096,10.45992962,-0.312313757,0.807409641,5.629246604,5.437035253,5.2144404050438e-07 -1792,1990/11/28,0.757310915,11.31469083,1.11374117,1.059062568,5.753086469,13.53476576,2.6072202025219e-07 -1793,1990/11/29,0.043240737,11.81819049,-0.333034537,0.95652126,6.15780602,4.459628984,1.30361010126095e-07 -1794,1990/11/30,1.584811048,9.604247643,-1.970476632,0.375180343,5.520220556,28.12597323,6.51805050630475e-08 -1795,1990/12/1,2.15504029,3.842941829,-2.657382647,0.51711751,3.520992504,53.45326178,3.259025253152375e-08 -1796,1990/12/2,0.918481975,3.92309706,-3.369651352,0.61242023,3.666518915,37.84892055,1.6295126265761876e-08 -1797,1990/12/3,0.030646299,6.037848486,-4.233611143,0.540219646,4.503291087,13.42641852,8.147563132880938e-09 -1798,1990/12/4,0.001153133,6.045883686,-5.829658399,0.411742203,4.637994795,7.07319706,4.073781566440469e-09 -1799,1990/12/5,0.0,6.547826924,-6.447927966,0.365640522,4.837467745,4.447962602,2.0368907832202345e-09 -1800,1990/12/6,0.027017031,7.66894794,-4.984153464,0.426301895,5.120327722,3.415141535,1.0184453916101173e-09 -1801,1990/12/7,0.037921461,9.045572703,-5.722769219,0.581604707,5.625504525,2.687305007,5.092226958050586e-10 -1802,1990/12/8,0.009753305,8.082978662,-5.852388756,0.549245678,5.312614207,1.601119272,2.546113479025293e-10 -1803,1990/12/9,0.0,8.837528012,-5.143007905,0.500313468,5.528536493,0.939999236,1.2730567395126466e-10 -1804,1990/12/10,0.019980946,10.38676761,-3.561010242,0.61029704,5.963545767,0.869481713,6.365283697563233e-11 -1805,1990/12/11,0.012402452,10.97936658,-3.313836809,0.814259062,6.157879862,0.605103604,3.1826418487816165e-11 -1806,1990/12/12,0.09439478,10.48766382,-4.017872361,0.807983691,6.033361837,1.357555183,1.5913209243908082e-11 -1807,1990/12/13,0.014845342,10.21931054,-4.62754571,0.81715449,5.977825335,0.59752788,7.956604621954041e-12 -1808,1990/12/14,0.005698579,10.95705281,-4.51740795,0.759741296,6.229762938,0.325702289,3.9783023109770206e-12 -1809,1990/12/15,3.605619214,11.35333332,-2.626785763,0.967787408,6.244661212,52.34188487,1.9891511554885103e-12 -1810,1990/12/16,0.163573914,11.33742305,-2.198899604,0.918420625,6.203003056,15.7527711,9.945755777442551e-13 -1811,1990/12/17,0.043486145,11.41382847,-2.226762105,0.838324281,6.234695928,7.075091526,4.972877888721276e-13 -1812,1990/12/18,0.915250249,10.91243068,-1.558459404,0.937700306,5.984591712,19.52814131,2.486438944360638e-13 -1813,1990/12/19,0.78159385,10.96743298,-2.086666342,1.108048097,6.059414819,20.41394765,1.243219472180319e-13 -1814,1990/12/20,0.081894137,11.03925549,-4.033739275,0.995019585,6.237539939,8.116255467,6.216097360901595e-14 -1815,1990/12/21,0.020535702,11.90129908,-3.518072084,0.673538969,6.513680387,4.232470333,3.1080486804507973e-14 -1816,1990/12/22,0.529843696,11.48511708,-1.781074475,0.903387115,6.22400458,10.45718186,1.5540243402253987e-14 -1817,1990/12/23,0.247049615,9.949897526,-2.683095006,0.918944263,5.747557148,7.140549299,7.770121701126993e-15 -1818,1990/12/24,0.130298534,10.58170839,-3.043138958,1.223601305,6.007383946,4.55572847,3.885060850563497e-15 -1819,1990/12/25,0.012910957,11.1660094,-2.336752027,0.912577555,6.159910047,2.170538561,1.9425304252817483e-15 -1820,1990/12/26,0.221767915,11.37236675,-2.204881834,1.138300925,6.224410517,3.834954788,9.712652126408742e-16 -1821,1990/12/27,0.004903159,11.73420283,-2.548233204,1.063993044,6.387101618,1.466536508,4.856326063204371e-16 -1822,1990/12/28,0.081429271,11.72295892,-2.575265305,1.270548397,6.385558328,1.595325392,2.4281630316021854e-16 -1823,1990/12/29,0.109579717,12.85181996,-2.281010368,1.297408296,6.778547024,1.68715287,1.2140815158010927e-16 -1824,1990/12/30,0.038300312,12.99463775,-2.474569153,1.480108931,6.846211037,0.965441271,6.070407579005464e-17 -1825,1990/12/31,0.016147254,12.62821381,-2.488271071,1.390797849,6.712124455,0.564193832,3.035203789502732e-17 -1826,1991/1/1,0.086313268,12.29055335,-0.959328122,1.404970634,6.447849864,0.873716767,1.517601894751366e-17 -1827,1991/1/2,0.325265854,11.61444775,-0.560727624,1.062536224,6.144327487,2.482629781,7.58800947375683e-18 -1828,1991/1/3,3.521175897,9.16773038,-0.414150632,1.253785291,5.182070828,45.2870353,3.794004736878415e-18 -1829,1991/1/4,0.290322667,8.864162468,-5.134026075,1.152037389,5.553986935,16.21633534,1.8970023684392074e-18 -1830,1991/1/5,0.099557776,7.963745061,-6.626096032,1.063999856,5.325097933,7.821674282,9.485011842196037e-19 -1831,1991/1/6,0.002496933,8.378480891,-7.587879885,0.861271426,5.487951181,4.006662,4.742505921098018e-19 -1832,1991/1/7,0.000997614,8.780497249,-7.322236728,1.070199618,5.612201403,2.48938291,2.371252960549009e-19 -1833,1991/1/8,0.015583489,9.29028777,-6.464193597,0.92220998,5.755757297,1.799275064,1.1856264802745046e-19 -1834,1991/1/9,0.016500541,10.77822167,-4.471471808,1.454033543,6.175325926,1.276691666,5.928132401372523e-20 -1835,1991/1/10,0.0,9.545661264,-5.493777687,1.240577739,5.802185052,0.74430494,2.9640662006862615e-20 -1836,1991/1/11,0.00299429,8.961166628,-5.458713802,1.133354552,5.60220223,0.50156219,1.4820331003431307e-20 -1837,1991/1/12,0.02878526,9.079251029,-5.225660315,1.094759124,5.629379499,0.553811496,7.410165501715654e-21 -1838,1991/1/13,0.004800705,9.51728329,-3.724847416,0.849630815,5.681777667,0.297139403,3.705082750857827e-21 -1839,1991/1/14,0.0600871,8.73199547,-2.955444264,0.583514309,5.335150488,0.583301543,1.8525413754289134e-21 -1840,1991/1/15,0.851074108,8.493996642,-4.002576825,0.849387968,5.34470164,6.926147886,9.262706877144567e-22 -1841,1991/1/16,0.009705067,8.170110234,-5.007426615,1.040426857,5.305751185,1.81174979,4.631353438572284e-22 -1842,1991/1/17,0.001196835,8.681963748,-5.279971538,1.182838332,5.494275299,0.810589125,2.315676719286142e-22 -1843,1991/1/18,0.006928674,9.41513352,-5.119966933,1.282211544,5.73337771,0.541436046,1.157838359643071e-22 -1844,1991/1/19,0.061451623,9.013853765,-5.045044097,1.500012433,5.591597231,0.728617685,5.789191798215354e-23 -1845,1991/1/20,0.009953375,8.732716095,-6.167891062,1.194194621,5.551292537,0.367500608,2.894595899107677e-23 -1846,1991/1/21,0.072647135,9.346982462,-5.503499772,0.975844091,5.726530858,0.598044473,1.4472979495538386e-23 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-1955,1991/5/10,2.830295822,18.50204788,9.187909777,1.069211509,6.900446198,802.8229323,0.00584853858932713 -1956,1991/5/11,0.712300744,20.66786855,9.024123269,1.111934071,7.955689675,391.8677319,0.002924269294663565 -1957,1991/5/12,0.871584171,20.3483966,9.405897335,1.086648842,7.716266758,285.3519552,0.0014621346473317825 -1958,1991/5/13,0.812586198,20.73156226,8.919390452,1.015886762,8.000785774,215.6379565,0.0007310673236658912 -1959,1991/5/14,2.887698566,19.8547955,8.287069902,1.069815341,7.731051596,342.9963975,0.0003655336618329456 -1960,1991/5/15,4.523784076,20.43380058,8.335310037,0.739019508,7.980768556,501.5086854,0.0001827668309164728 -1961,1991/5/16,4.879271052,19.67058835,8.890186864,0.65542401,7.50591126,590.3484045,9.13834154582364e-05 -1962,1991/5/17,4.348230837,19.79740201,8.027122734,1.150806089,7.749696506,590.7020842,4.56917077291182e-05 -1963,1991/5/18,2.103614527,20.38258916,8.782761049,1.249938174,7.852778703,385.5502604,2.28458538645591e-05 -1964,1991/5/19,2.94853501,21.09956968,9.36611362,1.559504884,8.053184178,404.5824334,1.142292693227955e-05 -1965,1991/5/20,1.160009374,22.1247419,10.04315788,1.367516429,8.378990248,240.4158346,5.711463466139775e-06 -1966,1991/5/21,3.885126273,23.34517269,10.63274085,1.941218239,8.821076978,403.0931096,2.8557317330698877e-06 -1967,1991/5/22,4.775621387,21.32181777,11.83341206,2.028010241,7.527861996,515.3691927,1.4278658665349438e-06 -1968,1991/5/23,3.007822221,20.37823196,11.48595425,1.966011365,7.14801975,411.3588364,7.139329332674719e-07 -1969,1991/5/24,3.853342185,20.59727528,9.859397453,1.604601847,7.688149905,469.1286884,3.5696646663373596e-07 -1970,1991/5/25,0.074871726,23.00542071,10.6322959,1.6740537,8.647123708,164.0838076,1.7848323331686798e-07 -1971,1991/5/26,0.427215993,23.29917329,11.65211714,1.617082015,8.545726594,115.0992139,8.924161665843399e-08 -1972,1991/5/27,0.831992772,23.13095519,11.99644476,1.706008839,8.373544694,109.809957,4.4620808329216995e-08 -1973,1991/5/28,1.323146404,21.9344772,12.12292279,1.341079625,7.738839886,119.995766,2.2310404164608498e-08 -1974,1991/5/29,7.232538502,21.37161581,11.8700559,1.141656745,7.523945972,490.7828035,1.1155202082304249e-08 -1975,1991/5/30,2.680865624,21.2132889,12.66906546,1.629050222,7.198935492,321.2607645,5.577601041152124e-09 -1976,1991/5/31,0.685565747,22.26899419,13.14602912,2.059485821,7.600460871,154.6403755,2.788800520576062e-09 -1977,1991/6/1,1.92256055,21.51126836,13.09377344,1.469037557,7.215214762,189.3022669,1.394400260288031e-09 -1978,1991/6/2,3.869073881,19.11353648,12.16447965,0.901462923,6.243201149,319.5065177,6.972001301440155e-10 -1979,1991/6/3,10.44205049,18.70465599,10.61875252,0.772273914,6.535845315,979.6071522,0.007315213740607559 -1980,1991/6/4,2.89290695,18.50207911,9.07468942,0.935023269,6.865436984,546.8132741,0.0036507572112903343 -1981,1991/6/5,2.972805227,20.20111806,9.538321482,0.664284178,7.549333717,478.7581857,0.0018253786056451672 -1982,1991/6/6,4.363820197,19.73512497,11.09372304,0.828371847,6.907690299,594.446167,0.0009126893028225836 -1983,1991/6/7,7.110381634,21.26214672,11.80249512,1.249630413,7.468698662,948.5526925,0.0004563446514112918 -1984,1991/6/8,3.172271072,22.5975969,12.95197658,1.370018291,7.812779851,632.6849057,0.0002281723257056459 -1985,1991/6/9,0.936511115,21.92044646,12.60730202,1.407959315,7.564916106,323.0806776,0.00011408616285282295 -1986,1991/6/10,5.173201744,22.0012669,13.11577194,1.164580362,7.449594822,650.9902126,5.7043081426411474e-05 -1987,1991/6/11,9.252775748,21.98016664,13.74260011,1.440477338,7.232709856,1239.67064,0.008160153090072645 -1988,1991/6/12,9.764825615,21.77914952,14.40560673,1.738635515,6.885782005,1658.705348,0.021422224537061253 -1989,1991/6/13,3.87679143,20.41601783,14.17020204,1.442492676,6.195022145,1037.400867,0.010658782732846215 -1990,1991/6/14,2.059741051,21.71938514,14.33221775,1.41185872,6.87667911,656.7035971,0.005329391366423107 -1991,1991/6/15,1.578363596,21.34102654,13.32983322,1.202415538,7.021973583,472.8354158,0.0026646956832115536 -1992,1991/6/16,10.5351657,20.04573668,13.0770402,0.793283091,6.403792296,1581.922016,0.03276418642153739 -1993,1991/6/17,1.661508882,18.32217847,13.15140563,0.840715566,5.382939197,682.5772223,0.016262525166452206 -1994,1991/6/18,2.287816903,18.28766285,12.73289091,1.141004605,5.540705838,575.0019053,0.008131262583226103 -1995,1991/6/19,5.605223898,20.73867127,13.39014821,1.560764359,6.669198541,966.9360641,0.0040656312916130515 -1996,1991/6/20,6.909293998,22.87936627,14.13875104,1.48858233,7.573888808,1267.041403,0.0020328156458065258 -1997,1991/6/21,15.00652274,22.99918925,14.53540787,1.205254632,7.505052787,2855.935574,0.07236179240704506 -1998,1991/6/22,12.05759897,20.38002274,13.02559435,0.822060608,6.600204379,3160.074933,0.12790956580221882 -1999,1991/6/23,4.403801045,21.76967928,13.85468101,0.918184226,7.066532764,1842.047446,0.06317817542017712 -2000,1991/6/24,20.02321511,20.67093443,13.37859515,1.027940112,6.632268175,5317.985862,0.3133060530331722 -2001,1991/6/25,13.85925208,19.50974655,13.67823808,0.920785036,5.857006152,5348.221277,0.42473619359622317 -2002,1991/6/26,7.09187053,20.80338776,14.30439183,1.033809173,6.355201032,3675.725649,0.23823213568143842 -2003,1991/6/27,5.385179762,21.73401099,14.97585429,1.105226788,6.627063183,2760.546179,0.11848656586491513 -2004,1991/6/28,4.160864069,21.71128884,15.07809696,1.214386666,6.572343086,2080.97593,0.059243282932457564 -2005,1991/6/29,4.603647544,22.1761567,14.75106903,1.220115843,6.966500896,1864.20115,0.029621641466228782 -2006,1991/6/30,9.542199776,22.78418327,15.00390876,1.144883318,7.215540122,2779.880578,0.10043221870694038 -2007,1991/7/1,8.762902072,21.89890923,14.92674737,0.934977678,6.740763337,2827.601836,0.1274205790445059 -2008,1991/7/2,12.37553529,22.82423183,14.66266321,0.902409316,7.359537621,3839.193214,0.2669606069303722 -2009,1991/7/3,10.82451018,21.83985393,15.00241089,1.210085594,6.676648994,3864.408634,0.31778354635180417 -2010,1991/7/4,7.943288767,21.45223305,14.26498887,1.472853065,6.738991701,3234.951535,0.21388554569528143 -2011,1991/7/5,1.635084765,20.11824586,14.26138402,1.336505024,5.96935282,1516.57196,0.10548396706973057 -2012,1991/7/6,4.496808691,21.21244035,13.85501129,1.144535028,6.756372363,1642.107781,0.05274198353486528 -2013,1991/7/7,1.900626593,20.49539301,14.12157126,1.187922067,6.248636606,1014.720154,0.02637099176743264 -2014,1991/7/8,2.659196158,20.1054839,14.2956081,0.910116434,5.947683177,911.8093282,0.01318549588371632 -2015,1991/7/9,2.152014476,19.32674985,14.11304909,0.710146904,5.557156703,722.156235,0.00659274794185816 -2016,1991/7/10,4.970123558,20.5132343,13.38172879,0.574198766,6.54257426,1060.246403,0.00329637397092908 -2017,1991/7/11,2.944334684,21.35191686,14.23307758,1.075339179,6.696171492,791.9035645,0.00164818698546454 -2018,1991/7/12,4.813244328,22.85592162,14.17474913,0.897904678,7.545286014,978.0513437,0.00082409349273227 -2019,1991/7/13,4.307104367,22.01843924,13.51290801,0.614414033,7.315016202,921.8710852,0.000412046746366135 -2020,1991/7/14,10.47703366,22.64021896,13.7902394,0.946696034,7.556697749,1865.920926,0.09401792664659904 -2021,1991/7/15,12.52652533,21.7477047,14.27236899,1.324179149,6.906216243,2716.813975,0.24142274306687278 -2022,1991/7/16,11.80603167,20.05105438,14.46847597,1.039309493,5.843807436,3170.538132,0.3563500795818292 -2023,1991/7/17,11.20195577,19.22118808,13.59562975,0.96935622,5.724514829,3531.750269,0.42309038596748594 -2024,1991/7/18,5.351177937,21.44659812,14.02416205,0.912114201,6.83147977,2369.987164,0.20585330568311758 -2025,1991/7/19,4.598883802,22.62177092,14.13871693,0.729181119,7.436864241,1878.767833,0.10292665284155879 -2026,1991/7/20,2.433027435,24.10829276,14.75818358,1.044444805,8.036132795,1205.178981,0.051463326420779394 -2027,1991/7/21,5.008638166,23.65922022,15.08111845,1.020230638,7.685423998,1394.808559,0.025731663210389697 -2028,1991/7/22,9.084848999,22.73885879,14.70734469,1.120214047,7.308324405,2097.952194,0.08764858145693842 -2029,1991/7/23,9.342871298,21.85580067,14.58852831,0.435919901,6.857798591,2402.762885,0.1509102980658233 -2030,1991/7/24,3.247615097,22.3127957,14.69078507,0.753486708,7.079029976,1361.590563,0.07307956566864533 -2031,1991/7/25,9.38122983,23.64260331,15.3166622,1.026813835,7.599498084,2250.186378,0.11439736589283217 -2032,1991/7/26,10.96058526,24.18258828,14.94237945,1.090007612,8.025329487,2872.233553,0.18854427743927277 -2033,1991/7/27,7.982276365,23.07538755,15.25051925,1.044000035,7.307771428,2496.679617,0.12363462465089087 -2034,1991/7/28,4.29146285,22.60813064,15.70254713,1.118291012,6.865221828,1674.792739,0.06104020772125321 -2035,1991/7/29,6.022836931,22.13571049,15.67208897,1.379780176,6.598248253,1768.246542,0.030520103860626605 -2036,1991/7/30,5.18983027,21.49978909,15.21686311,1.384813782,6.410219467,1582.456396,0.015260051930313302 -2037,1991/7/31,11.55950043,21.01497612,14.97020973,0.972069385,6.225517694,2816.105912,0.24439024334121787 -2038,1991/8/1,21.68884603,20.10982386,14.07474549,0.782112802,6.065633143,6307.570286,0.8865104668829306 -2039,1991/8/2,13.2858302,19.74913479,14.22892247,1.220769977,5.785514052,5769.698273,0.8996721532978488 -2040,1991/8/3,5.836254504,20.85805973,14.4409312,1.219841431,6.35802743,3552.177398,0.4347715582808346 -2041,1991/8/4,6.05898263,21.40006161,14.61248619,0.694575738,6.606665843,3008.591338,0.2173857791404173 -2042,1991/8/5,9.541567109,21.68055339,15.14171017,0.85333761,6.559730728,3666.213571,0.31411259901188016 -2043,1991/8/6,6.258869935,22.72043278,15.17183535,0.939619483,7.154337872,2849.129402,0.14998058312928408 -2044,1991/8/7,6.493240742,22.15086857,15.03030504,0.99236977,6.883442799,2592.008425,0.07499029156464204 -2045,1991/8/8,4.750492145,22.39946014,14.60091303,1.065751251,7.188090673,2008.27588,0.03749514578232102 -2046,1991/8/9,7.833556038,21.8278716,14.40870532,1.54006662,6.939575889,2432.539837,0.0793167087096783 -2047,1991/8/10,5.752978785,20.93150608,14.7507838,1.359040829,6.287187371,2025.595961,0.03760650777977496 -2048,1991/8/11,14.36738607,20.79615162,14.86253199,1.271396842,6.160296946,3959.792409,0.5768438899291388 -2049,1991/8/12,17.25400548,20.51846357,14.5990252,1.061899378,6.108342161,5893.684517,1.1067557173922857 -2050,1991/8/13,4.207821079,19.86101647,14.41240241,0.626362836,5.792512031,2897.57812,0.5219270202954175 -2051,1991/8/14,16.45767019,19.25484279,13.21497223,0.408945859,5.943459478,5959.103274,1.134412292070548 -2052,1991/8/15,12.54846815,18.55820362,12.63180722,0.163149885,5.778832056,5858.234382,1.1531439026695778 -2053,1991/8/16,1.346055485,21.24157337,12.89241556,0.535765939,7.16414886,2301.287472,0.5479769848796736 -2054,1991/8/17,8.119998014,22.63992944,13.54848321,0.587175547,7.699071558,3183.66679,0.31297497822297693 -2055,1991/8/18,4.285038037,23.03354848,13.65753011,0.196523245,7.876501813,2169.194595,0.15468201210706967 -2056,1991/8/19,2.145759761,22.7493543,13.31063314,0.094517551,7.836963204,1322.412151,0.07734100605353483 -2057,1991/8/20,2.525375739,22.11967178,13.82965215,0.459196865,7.336280843,1058.22386,0.03867050302676742 -2058,1991/8/21,0.525517115,22.82681339,13.66472169,1.046421342,7.774194275,564.0810716,0.01933525151338371 -2059,1991/8/22,3.825201795,24.11633484,13.88550674,1.290936719,8.390773968,816.8995259,0.009667625756691854 -2060,1991/8/23,4.242949799,23.60109807,14.48254022,1.053390977,7.933762082,848.539447,0.004833812878345927 -2061,1991/8/24,6.034362487,22.74783378,14.56951597,0.583469232,7.438714136,1063.782166,0.0024169064391729635 -2062,1991/8/25,12.46486412,20.61485571,14.30998225,0.48475976,6.319869241,2162.267732,0.41754972297978327 -2063,1991/8/26,15.91418215,19.52860785,13.17040769,0.479329905,6.149006345,3637.128633,0.9084408722113466 -2064,1991/8/27,7.391197391,17.81578637,12.02371397,0.212609179,5.625727453,2620.512132,0.5719906843565908 -2065,1991/8/28,2.256001879,20.02306883,10.78121985,0.226939402,7.214367941,1358.057232,0.2801344077480597 -2066,1991/8/29,0.735644525,20.45451469,10.70839872,0.457564562,7.452078503,729.250714,0.14006720387402985 -2067,1991/8/30,1.372971103,22.00445832,11.25892207,0.953405779,8.074858811,596.4044484,0.07003360193701492 -2068,1991/8/31,3.769563574,22.05812819,12.47664537,1.01700775,7.769463466,801.0352871,0.03501680096850746 -2069,1991/9/1,3.01774384,22.01544935,13.33771307,0.834676819,7.483890442,681.6600332,0.01750840048425373 -2070,1991/9/2,7.679559878,20.93323878,12.33911907,1.041203717,7.232886759,1247.78711,0.037431822806470415 -2071,1991/9/3,10.65560959,21.04329404,12.23382687,0.895009869,7.327093597,1957.804891,0.2327970310358154 -2072,1991/9/4,12.04893285,20.42365856,11.89895113,0.36982107,7.111385821,2665.666674,0.44276997601871315 -2073,1991/9/5,4.298573895,21.15008014,12.44877867,0.282349063,7.323380585,1564.185752,0.21013455069875592 -2074,1991/9/6,2.475515139,21.8324244,12.74321966,0.785018259,7.594383196,992.3485784,0.10506727534937796 -2075,1991/9/7,13.36553262,21.78920461,12.28400812,0.61648485,7.714614671,2734.049432,0.42174275493172564 -2076,1991/9/8,16.12849293,20.9212075,13.79772427,0.844917827,6.743930055,4198.584389,0.8582891056602586 -2077,1991/9/9,8.253371084,20.34846797,12.50353478,0.601961619,6.89293351,3132.717295,0.5126103411391454 -2078,1991/9/10,8.84015366,19.8846177,13.09930461,0.343919643,6.42630304,3122.239114,0.4441240136047631 -2079,1991/9/11,3.74041504,19.88187068,11.50823462,0.35972528,6.976765406,1908.810881,0.21442621627999559 -2080,1991/9/12,3.776076317,19.62479251,10.33219927,0.253280529,7.196281899,1542.516631,0.10721310813999779 -2081,1991/9/13,0.831555409,20.3690684,10.81532312,0.59161133,7.437354432,788.6806269,0.053606554069998896 -2082,1991/9/14,2.227975508,20.94702861,11.41160012,0.781530704,7.565001765,748.0713654,0.026803277034999448 -2083,1991/9/15,8.356851665,20.41867272,11.99708474,0.376979318,7.119345745,1587.021742,0.09708579303601939 -2084,1991/9/16,5.441471981,20.71965622,11.61546375,0.418823052,7.397574771,1344.523894,0.045713399864983795 -2085,1991/9/17,6.077559281,20.84523415,11.88611693,0.614250364,7.385316671,1400.114291,0.022856699932491897 -2086,1991/9/18,5.134027779,20.63348851,12.83147834,0.694608353,6.96981345,1261.231384,0.011428349966245949 -2087,1991/9/19,10.2236086,19.93258588,12.20727605,0.642547742,6.806239865,2115.479005,0.22305672984191383 -2088,1991/9/20,1.012420171,20.84095825,12.50949964,0.879651131,7.198612716,811.3860295,0.1046169383504574 -2089,1991/9/21,2.146734642,20.24140076,12.36824186,0.85745129,6.926578066,676.3827048,0.0523084691752287 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-3132,1994/7/30,8.542230717,22.75535354,13.53067884,0.641101326,7.721001887,1956.99408,0.0701203628660548 -3133,1994/7/31,6.876213222,23.11573108,13.49286303,0.52504338,7.923256385,1852.135636,0.03402228703231344 -3134,1994/8/1,5.06457894,22.65811274,13.88919892,0.465096407,7.559069432,1488.806621,0.01701114351615672 -3135,1994/8/2,12.01959152,22.52944622,14.04443643,0.454824747,7.440429507,2706.290719,0.22590152981627135 -3136,1994/8/3,9.052956682,22.56950432,13.55555375,0.653415858,7.623255373,2593.633217,0.18160543479886496 -3137,1994/8/4,5.359143273,22.5724048,13.78571469,0.770973822,7.553154042,1872.443642,0.08889718973729682 -3138,1994/8/5,1.713352181,23.76311215,13.98659784,0.773723991,8.1237,993.41334,0.04444859486864841 -3139,1994/8/6,2.649039166,24.10853503,14.31891685,0.708487768,8.206733686,860.7182976,0.022224297434324206 -3140,1994/8/7,6.080569453,23.32584669,13.78166234,0.652710876,7.961192883,1235.71923,0.011112148717162103 -3141,1994/8/8,11.79744854,23.18933577,13.55706272,0.853142829,7.960661413,2265.731775,0.17397427854320774 -3142,1994/8/9,3.390499735,22.65030069,14.22077642,1.900012634,7.462356562,1212.6316,0.08329072733084641 -3143,1994/8/10,1.097974576,22.10230238,14.62484942,1.557042485,7.016707193,626.808305,0.04164536366542321 -3144,1994/8/11,3.266754099,23.60658596,15.27842647,1.973160112,7.628645118,730.1314839,0.020822681832711604 -3145,1994/8/12,3.691922105,23.22076434,15.29819173,1.385063622,7.406596442,742.8719157,0.010411340916355802 -3146,1994/8/13,10.88624041,21.25400611,13.6886501,0.98226111,6.890939248,1738.265908,0.1594643347423287 -3147,1994/8/14,4.384213572,21.66544398,13.21118731,0.410201949,7.280375366,1142.727597,0.07675420218883271 -3148,1994/8/15,2.924117615,23.02860769,13.76982796,0.653275338,7.829594483,806.7813465,0.038377101094416353 -3149,1994/8/16,9.376389433,23.26963703,13.86102628,0.991290067,7.931933364,1641.36819,0.07433534413625567 -3150,1994/8/17,10.90171825,22.14013606,14.77783797,0.943090687,6.998740316,2243.877762,0.19033922903671602 -3151,1994/8/18,20.85340693,21.45626278,14.69989109,0.8755009,6.636748607,5065.315086,0.705075688784786 -3152,1994/8/19,11.49419003,21.58571039,14.23457871,0.327099816,6.893078227,4312.373944,0.5975951152753527 -3153,1994/8/20,2.40504636,20.79257221,13.67989097,0.33422742,6.655132271,1949.560975,0.2915488819395018 -3154,1994/8/21,9.577287569,21.73277093,13.23270545,0.382363844,7.32954832,3033.386427,0.2743896565024624 -3155,1994/8/22,15.66225144,19.58449921,13.27366732,0.387833238,6.129520712,4938.670976,0.6980213510456641 -3156,1994/8/23,8.972906574,19.00636488,12.3349874,0.166652376,6.165201426,3918.570664,0.5222511067775608 -3157,1994/8/24,2.377297267,20.88629744,12.24559345,0.132449933,7.207221311,1941.013154,0.25469987371648517 -3158,1994/8/25,3.024181263,21.05492958,12.45481624,0.541418424,7.2330121,1524.015787,0.12734993685824259 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-3301,1995/1/15,0.0,10.75471287,-3.024246646,0.931768999,6.065660939,0.132951195,3.4920439807922166e-18 -3302,1995/1/16,0.002984608,12.80535882,-2.136000989,1.216880898,6.743796516,0.094785937,1.7460219903961083e-18 -3303,1995/1/17,0.031826525,12.93092019,-1.776051523,1.644187242,6.759884646,0.170900036,8.730109951980541e-19 -3304,1995/1/18,0.110609261,11.62256175,-1.789151076,1.514503676,6.271894078,0.442000472,4.365054975990271e-19 -3305,1995/1/19,0.018091622,10.69004606,-2.478230609,1.501188549,5.991878225,0.185526746,2.1825274879951354e-19 -3306,1995/1/20,0.056383024,11.20728127,-1.216822892,2.115653942,6.055295707,0.248927239,1.0912637439975677e-19 -3307,1995/1/21,0.119291439,11.15031651,-1.466394262,2.28028535,6.059868256,0.448673232,5.456318719987838e-20 -3308,1995/1/22,0.008947406,10.55075969,-4.31828775,1.682679099,6.075947848,0.160599866,2.728159359993919e-20 -3309,1995/1/23,0.0,9.928251014,-5.584474841,1.346720419,5.92462206,0.074667883,1.3640796799969596e-20 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-3526,1995/8/28,0.892370379,21.67868401,13.96149361,0.32394574,7.072571173,656.4021095,0.024887935492457408 -3527,1995/8/29,7.52379068,22.70127378,14.11734199,0.929000362,7.586119888,1485.245746,0.012443967746228704 -3528,1995/8/30,12.18061391,22.86819711,14.26175758,1.275148599,7.632338631,2558.761905,0.5365531361619134 -3529,1995/8/31,3.142544878,23.68466827,14.22701148,0.860251969,8.090761303,1295.698064,0.23735813044960447 -3530,1995/9/1,1.119040051,24.13280139,14.11308609,1.090361357,8.369633585,678.2612999,0.11867906522480223 -3531,1995/9/2,11.94555499,22.77031473,14.19675011,0.911819195,7.611781007,2140.206254,0.5336348764262466 -3532,1995/9/3,17.39730093,21.31456735,13.88134146,0.69279683,6.917971365,3982.803374,1.4237570583641994 -3533,1995/9/4,8.140299508,21.20848046,13.77215055,0.836810414,6.901841748,2898.934682,0.7951259585314207 -3534,1995/9/5,1.186814272,22.25281601,13.70872121,1.075761537,7.504698585,1219.284268,0.3884779879015532 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-3544,1995/9/15,2.7191252,21.10107352,12.49696711,0.432689384,7.321165669,861.2074482,0.011710161584106036 -3545,1995/9/16,1.308729516,21.19854059,12.45265869,0.741521776,7.391003447,521.5039536,0.005855080792053018 -3546,1995/9/17,0.473964755,21.1123076,12.46873633,0.694729364,7.344296882,299.2854389,0.002927540396026509 -3547,1995/9/18,2.326704923,21.05106891,12.24829426,0.798968602,7.385588227,400.0621996,0.0014637701980132545 -3548,1995/9/19,19.14214623,19.5694729,11.56318711,0.23754465,6.825885061,2712.955432,1.0508985340058852 -3549,1995/9/20,7.31137726,16.19484193,10.72824626,0.15453675,5.28749575,1932.467492,0.6741038604854781 -3550,1995/9/21,5.227972711,15.48331782,10.77301081,0.075114637,4.858555836,1540.110274,0.36372636665481817 -3551,1995/9/22,4.191053045,14.66441878,8.920549262,0.050284058,5.1364205,1294.257346,0.18011709414429417 -3552,1995/9/23,0.636271872,14.45950279,7.983277763,0.158612867,5.351869256,591.4917081,0.09005854707214708 -3553,1995/9/24,0.164848394,16.02055279,8.214912141,0.34309157,6.060517033,324.2050222,0.04502927353607354 -3554,1995/9/25,0.898841307,17.4632135,9.434360342,0.48481127,6.423739794,308.9818937,0.02251463676803677 -3555,1995/9/26,0.573954751,16.99498557,9.331652169,0.652920273,6.222092946,217.381235,0.011257318384018385 -3556,1995/9/27,1.001682169,18.66086736,9.549119332,0.768068644,6.995076792,211.844217,0.005628659192009193 -3557,1995/9/28,0.864043308,19.13234527,9.833789797,0.653010968,7.154331011,171.3694156,0.0028143295960045963 -3558,1995/9/29,2.98439576,20.00327362,10.45087443,1.10239709,7.42278583,332.6169862,0.0014071647980022982 -3559,1995/9/30,2.632844368,19.94883637,10.86677357,0.813777536,7.281613821,328.8519035,0.0007035823990011491 -3560,1995/10/1,5.064420442,19.76993267,10.20047746,0.821511752,7.383661864,552.833948,0.00035179119950057454 -3561,1995/10/2,7.291778827,19.73837336,10.35266081,0.738954236,7.330193676,886.6673919,0.00017589559975028727 -3562,1995/10/3,5.273764108,19.86505233,10.65777594,0.628166896,7.312206746,829.8240726,8.794779987514364e-05 -3563,1995/10/4,11.33455732,19.16329623,10.4248658,0.992067909,7.027046763,1703.086867,0.25745474052569217 -3564,1995/10/5,9.67268594,18.18005861,10.33816129,1.219773633,6.551420918,1951.917426,0.31944452170708754 -3565,1995/10/6,2.219268955,16.73610968,9.9250531,0.749809469,5.932313377,934.1591456,0.1534161807093434 -3566,1995/10/7,1.944739319,16.01011829,8.991842947,0.746769272,5.864859649,663.828502,0.0767080903546717 -3567,1995/10/8,3.188474333,16.85994377,7.476564299,0.580429699,6.710932326,724.9629127,0.03835404517733585 -3568,1995/10/9,0.732993798,16.86029222,7.659939374,0.520984649,6.669457983,369.8547209,0.019177022588667925 -3569,1995/10/10,1.508667241,17.42822235,8.831442502,0.464868339,6.63741156,347.2695138,0.009588511294333963 -3570,1995/10/11,0.360299636,17.85311761,8.800844867,0.746836617,6.858425153,186.9197782,0.004794255647166981 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-3580,1995/10/21,0.396493303,19.20797677,8.511344319,1.392575601,7.627052718,79.20157344,4.681890280436505e-06 -3581,1995/10/22,0.222264163,19.14929036,9.547546804,1.19345086,7.34189708,47.10205715,2.3409451402182526e-06 -3582,1995/10/23,4.85580155,18.50684468,8.616341769,0.814052464,7.273213791,263.8248405,1.1704725701091263e-06 -3583,1995/10/24,1.332849774,17.00099985,7.629974274,0.845020396,6.802156188,143.8793807,5.852362850545632e-07 -3584,1995/10/25,0.041002768,15.52906047,5.328568578,0.907727017,6.655934553,54.37621784,2.926181425272816e-07 -3585,1995/10/26,0.0,16.49982015,4.943115589,0.614159563,7.16202688,30.00509439,1.463090712636408e-07 -3586,1995/10/27,0.026520448,17.23883443,4.158998793,0.827761148,7.617566152,20.07383175,7.31545356318204e-08 -3587,1995/10/28,0.104965443,18.08516155,5.528894404,0.681822001,7.758001767,16.04116861,3.65772678159102e-08 -3588,1995/10/29,0.0,19.3735078,6.571488157,0.982846347,8.146351187,8.989753272,1.82886339079551e-08 -3589,1995/10/30,0.096366514,19.21662237,7.336589778,0.808529776,7.929359364,8.014832158,9.14431695397755e-09 -3590,1995/10/31,1.680347319,17.90592531,7.683519178,0.950060436,7.245218769,44.72524088,4.572158476988775e-09 -3591,1995/11/1,0.336685503,15.74769398,8.002571942,0.997802913,6.120205822,20.55206828,2.2860792384943873e-09 -3592,1995/11/2,0.465833864,15.74494187,7.034984202,0.886337802,6.387480557,18.68734909,1.1430396192471937e-09 -3593,1995/11/3,0.428930686,14.33682241,6.887403188,0.579269547,5.752802923,16.60576269,5.715198096235968e-10 -3594,1995/11/4,0.263472042,13.73612006,4.938328741,0.661549286,5.974363001,11.86386,2.857599048117984e-10 -3595,1995/11/5,0.006144219,13.56107565,2.768455319,0.539426037,6.334459872,5.051317721,1.428799524058992e-10 -3596,1995/11/6,8.72e-05,15.32476522,2.800976116,0.431754777,7.063210173,2.919549372,7.14399762029496e-11 -3597,1995/11/7,0.061466544,15.96689856,4.155717483,0.543812083,7.117832238,2.79577534,3.57199881014748e-11 -3598,1995/11/8,0.003916329,14.5222459,3.201542231,0.748987839,6.671793819,1.489580736,1.78599940507374e-11 -3599,1995/11/9,0.732826776,15.10736566,4.690505644,0.577515779,6.652107142,10.49112703,8.9299970253687e-12 -3600,1995/11/10,1.267049899,16.02159621,8.103214713,0.692808271,6.255773449,21.86968517,4.46499851268435e-12 -3601,1995/11/11,0.0,15.75157306,6.732248049,1.37282615,6.496177188,5.955752414,2.232499256342175e-12 -3602,1995/11/12,0.310449058,14.76092296,3.52990009,1.295499014,6.728915719,7.274595738,1.1162496281710876e-12 -3603,1995/11/13,16.81948587,10.69277304,1.513711655,0.635236379,5.398943168,743.8788702,0.10782554575690945 -3604,1995/11/14,1.788693921,8.223538597,-1.083338545,0.542472804,4.862512337,308.6853583,0.053403762552893794 -3605,1995/11/15,0.0,10.9822864,-0.506466364,0.733584424,5.826773911,110.2939436,0.026701881276446897 -3606,1995/11/16,0.65625066,11.61255686,0.678640529,0.886294463,5.910929017,103.0896534,0.013350940638223448 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-3625,1995/12/5,2.562978624,9.916033186,-2.646794661,0.855571982,5.71136365,77.59334416,2.546489837307634e-08 -3626,1995/12/6,0.991344851,6.7122872,-3.458066068,0.735722041,4.658854754,50.8168669,1.273244918653817e-08 -3627,1995/12/7,0.058764975,7.495978745,-3.93143597,0.866081988,4.979188301,18.70206933,6.366224593269085e-09 -3628,1995/12/8,0.010552399,8.112050044,-5.100744239,0.710393157,5.279803748,9.90780277,3.1831122966345426e-09 -3629,1995/12/9,0.011322438,8.784522346,-4.808079454,0.975438417,5.49040443,6.381970879,1.5915561483172713e-09 -3630,1995/12/10,0.001333026,9.361977846,-4.414406289,1.062903028,5.664413024,4.038214063,7.957780741586356e-10 -3631,1995/12/11,0.00810841,9.645794817,-4.005173529,1.066394016,5.736293025,2.763878539,3.978890370793178e-10 -3632,1995/12/12,2.14e-05,9.858058026,-3.481510918,1.172601524,5.772975694,1.729487547,1.989445185396589e-10 -3633,1995/12/13,0.044929452,10.28583097,-3.349848044,1.309394107,5.91575838,1.856106923,9.947225926982946e-11 -3634,1995/12/14,0.070267136,10.12469225,-2.312447367,1.153005583,5.7673621,1.954952026,4.973612963491473e-11 -3635,1995/12/15,0.064933193,10.52481336,-2.658238176,1.113731483,5.946383806,1.692236668,2.4868064817457364e-11 -3636,1995/12/16,0.093592025,10.50952835,-2.524544926,1.001405803,5.929894462,1.854487795,1.2434032408728682e-11 -3637,1995/12/17,0.065712265,10.72226782,-2.864299926,0.888830416,6.03768385,1.432892721,6.217016204364341e-12 -3638,1995/12/18,0.054473104,10.07959985,-2.228494863,0.757658863,5.746639812,1.131534333,3.1085081021821705e-12 -3639,1995/12/19,0.125107596,10.9965438,-1.540681525,1.09407081,6.015018754,1.68245991,1.5542540510910852e-12 -3640,1995/12/20,1.30945805,10.27956722,-0.972260724,0.833604783,5.680365515,15.33781789,7.771270255455426e-13 -3641,1995/12/21,0.139747732,9.798949756,-0.200846456,0.880220644,5.390410117,5.602661954,3.885635127727713e-13 -3642,1995/12/22,0.283687465,9.260193888,-0.742531472,0.822482883,5.262977097,5.596735995,1.9428175638638565e-13 -3643,1995/12/23,0.07208159,9.099030552,-1.390542085,0.714547255,5.291283267,2.921770826,9.714087819319283e-14 -3644,1995/12/24,0.137935269,8.19149045,-3.79611717,0.721446476,5.224320861,2.873033159,4.8570439096596414e-14 -3645,1995/12/25,0.027886542,6.016573328,-5.224558255,0.504401917,4.603680106,1.481476263,2.4285219548298207e-14 -3646,1995/12/26,0.12702827,6.518082748,-6.118464734,0.665600187,4.828828224,1.989507127,1.2142609774149103e-14 -3647,1995/12/27,0.007519517,5.343698449,-7.416597164,0.464379047,4.519465493,0.840762711,6.071304887074552e-15 -3648,1995/12/28,0.07012726,3.71658308,-7.931288718,0.403835829,4.042375619,1.049724924,3.035652443537276e-15 -3649,1995/12/29,0.003863886,3.502625664,-8.561108722,0.478868687,4.00350642,0.461929189,1.517826221768638e-15 -3650,1995/12/30,0.0,3.664087769,-8.886991198,0.441448554,4.061749226,0.25713441,7.58913110884319e-16 -3651,1995/12/31,0.014453906,4.394758424,-8.477902297,0.446100626,4.267917614,0.264080462,3.794565554421595e-16 -3652,1996/1/1,0.04353981,5.962950834,-8.533182108,0.748162478,4.746556358,0.415786765,1.8972827772107974e-16 -3653,1996/1/2,0.259494051,5.193551341,-9.610936733,0.583211732,4.52855542,1.847706918,9.486413886053987e-17 -3654,1996/1/3,0.153353771,4.916370097,-8.732538765,0.709887286,4.432048405,1.522240217,4.7432069430269935e-17 -3655,1996/1/4,0.107157325,6.066906012,-6.088561949,1.056783926,4.681823682,1.192664232,2.3716034715134968e-17 -3656,1996/1/5,0.041292614,7.144556132,-7.113778423,1.03068655,5.07800086,0.687082632,1.1858017357567484e-17 -3657,1996/1/6,0.00018221,7.385746601,-6.711692215,0.844859954,5.140250109,0.299525484,5.929008678783742e-18 -3658,1996/1/7,0.022849231,8.321628006,-6.126669649,0.63126105,5.42176413,0.301413614,2.964504339391871e-18 -3659,1996/1/8,0.181180809,7.854057203,-6.17812906,0.83619352,5.269450277,1.096194655,1.4822521696959355e-18 -3660,1996/1/9,0.226988326,7.781719149,-5.555369462,0.780303024,5.212790828,1.557203335,7.411260848479677e-19 -3661,1996/1/10,0.319256823,8.303285192,-4.95752259,1.189359575,5.351273377,2.338719263,3.7056304242398387e-19 -3662,1996/1/11,0.285949651,8.870338855,-2.82715484,1.496237363,5.373587062,2.503041314,1.8528152121199193e-19 -3663,1996/1/12,0.155061693,8.704623159,-3.058888102,1.224564348,5.336775588,1.789997344,9.264076060599597e-20 -3664,1996/1/13,0.16390527,9.653819813,-3.186119333,1.514610829,5.686101023,1.707050169,4.6320380302997984e-20 -3665,1996/1/14,0.036440828,9.739059653,-3.762072429,1.553713877,5.76196747,0.842096087,2.3160190151498992e-20 -3666,1996/1/15,0.047909368,9.823828834,-4.507000566,1.244922937,5.841362799,0.669930644,1.1580095075749496e-20 -3667,1996/1/16,0.114812552,10.88316398,-3.338073776,1.421910318,6.13502029,0.92699068,5.790047537874748e-21 -3668,1996/1/17,0.104513138,10.95449154,-1.575780464,1.419215582,6.00258157,0.876363193,2.895023768937374e-21 -3669,1996/1/18,0.010263216,10.00902108,-4.76347485,1.381174356,5.917699388,0.365020469,1.447511884468687e-21 -3670,1996/1/19,0.029403571,8.853424573,-4.904204709,1.371915334,5.528623049,0.316851814,7.237559422343435e-22 -3671,1996/1/20,0.049895714,9.12084185,-3.472912771,1.444070923,5.515801369,0.354216043,3.6187797111717175e-22 -3672,1996/1/21,0.023642735,8.993481298,-4.274481066,1.289047525,5.532965252,0.230333387,1.8093898555858587e-22 -3673,1996/1/22,0.000578454,9.024783144,-5.455662375,1.180137834,5.614275504,0.103463449,9.046949277929294e-23 -3674,1996/1/23,0.002548942,10.10364128,-5.034662307,1.287517306,5.958944595,0.069159432,4.523474638964647e-23 -3675,1996/1/24,0.038684378,10.3893999,-4.593695743,1.58872075,6.032922768,0.155228537,2.2617373194823234e-23 -3676,1996/1/25,0.026446307,9.813215803,-4.823615275,1.209564045,5.845343016,0.12656721,1.1308686597411617e-23 -3677,1996/1/26,0.299808568,10.84655278,-4.827176931,1.320965104,6.200820811,0.958697742,5.6543432987058085e-24 -3678,1996/1/27,0.023134722,11.87234881,-3.504601731,1.50546813,6.486767245,0.320239701,2.8271716493529043e-24 -3679,1996/1/28,0.24230378,13.01162426,-1.9920602,1.723384063,6.792248299,0.937673267,1.4135858246764521e-24 -3680,1996/1/29,0.094884327,12.42993785,-0.929424547,1.417278797,6.473634236,0.602226741,7.067929123382261e-25 -3681,1996/1/30,0.145124955,11.52949778,-2.596064026,1.244186245,6.292132831,0.722429081,3.5339645616911303e-25 -3682,1996/1/31,1.343415282,10.30616003,-2.907352555,0.978221682,5.874210759,7.893708565,1.7669822808455652e-25 -3683,1996/2/1,0.012418566,9.690473504,-2.426859825,0.929789918,5.605926694,2.060550473,8.834911404227826e-26 -3684,1996/2/2,0.066539368,9.904862669,-1.861089683,1.091691232,5.622870829,1.358108265,4.417455702113913e-26 -3685,1996/2/3,0.065564481,8.437808707,-3.929903546,1.157504098,5.296148997,1.076973997,2.2087278510569565e-26 -3686,1996/2/4,1.338150859,7.26574048,-5.510482542,0.493365026,5.011847992,11.42417238,1.1043639255284782e-26 -3687,1996/2/5,0.101404732,6.396803103,-5.524382524,0.589395915,4.725249818,3.925149742,5.521819627642391e-27 -3688,1996/2/6,0.203924385,8.195530528,-3.746627157,0.875434685,5.191397265,3.529685086,2.7609098138211956e-27 -3689,1996/2/7,0.181136083,8.883645542,-4.496057894,0.996278115,5.484647562,3.093068053,1.3804549069105978e-27 -3690,1996/2/8,0.020553715,10.26600223,-4.843653754,0.716162628,5.977126476,1.395687725,6.902274534552989e-28 -3691,1996/2/9,0.189167954,10.18023373,-4.442228418,0.92843611,5.923046445,2.295748572,3.4511372672764945e-28 -3692,1996/2/10,0.000238604,10.0982979,-4.591085045,0.79104966,5.901227116,0.841466475,1.7255686336382472e-28 -3693,1996/2/11,0.559738125,11.7166047,-3.322961359,1.290218872,6.387982701,4.882721729,8.627843168191236e-29 -3694,1996/2/12,0.059107522,12.08953087,-3.127722293,1.325984065,6.506047772,1.832523395,4.313921584095618e-29 -3695,1996/2/13,0.000413236,11.8076505,-3.716869025,1.464567239,6.440386716,0.77630591,2.156960792047809e-29 -3696,1996/2/14,0.0,12.83623817,-3.091188631,1.439701713,6.767669197,0.462240289,1.0784803960239045e-29 -3697,1996/2/15,0.033831484,14.37193008,-2.483310112,1.544372984,7.288086821,0.491398485,5.3924019801195226e-30 -3698,1996/2/16,0.004057517,13.93176678,-1.719154554,1.739998956,7.067824916,0.260744588,2.6962009900597613e-30 -3699,1996/2/17,2.67e-05,13.52163509,-2.289305648,1.260241607,6.955232148,0.15152626,1.3481004950298807e-30 -3700,1996/2/18,0.019927009,14.86725453,-1.718565875,1.247408956,7.411890037,0.175874421,6.740502475149403e-31 -3701,1996/2/19,1.665046688,12.77485175,1.905692595,1.182649678,6.185901084,10.75615424,3.3702512375747016e-31 -3702,1996/2/20,4.570997641,8.565004034,1.204752463,1.07469635,4.591158447,77.85332572,1.6851256187873508e-31 -3703,1996/2/21,2.429289535,5.538373892,-0.376258995,1.086615416,3.695997352,85.03566779,8.425628093936754e-32 -3704,1996/2/22,3.964813095,5.952357814,-1.007899073,1.04511928,3.986152035,170.2267803,4.212814046968377e-32 -3705,1996/2/23,3.056583872,6.904377943,-1.089940443,1.116966901,4.361622468,190.0958726,2.1064070234841885e-32 -3706,1996/2/24,0.465492643,9.28019397,-0.740506315,1.257919844,5.202079712,80.32364122,1.0532035117420943e-32 -3707,1996/2/25,0.067764315,11.30564234,-0.198570613,1.663564022,5.895223313,38.09293886,5.266017558710471e-33 -3708,1996/2/26,0.064163234,13.22469014,0.167530991,1.357412316,6.584586253,24.36986179,2.6330087793552357e-33 -3709,1996/2/27,0.202355428,13.15934875,0.509885192,1.549551147,6.514396492,21.8638956,1.3165043896776178e-33 -3710,1996/2/28,0.057120181,12.73366839,-1.084113465,1.475989215,6.526225185,12.91701954,6.582521948388089e-34 -3711,1996/2/29,0.015322643,13.08328114,-3.113519478,1.00480197,6.811095764,7.7008967,3.2912609741940446e-34 -3712,1996/3/1,0.086554656,12.26801743,-3.471206885,0.741025057,6.538033801,6.920909286,1.6456304870970223e-34 -3713,1996/3/2,0.105717634,11.3877048,-2.299854896,0.694178675,6.133834573,5.992299028,8.228152435485111e-35 -3714,1996/3/3,0.012176197,13.50599983,-1.641483011,0.840344375,6.850031335,3.040760395,4.1140762177425557e-35 -3715,1996/3/4,0.22650864,14.58671999,0.028348381,0.948227734,7.100930756,5.963606077,2.0570381088712779e-35 -3716,1996/3/5,0.712921335,14.82694078,0.78311,1.148416041,7.108735217,14.92729153,1.0285190544356389e-35 -3717,1996/3/6,0.768221173,13.80925341,-0.354743874,1.127595653,6.834924857,18.24459788,5.1425952721781946e-36 -3718,1996/3/7,0.092078346,14.81043334,-1.078436599,1.268033055,7.276168461,7.06619427,2.5712976360890973e-36 -3719,1996/3/8,0.120331202,14.97691729,-0.071525116,1.533521237,7.245609221,5.049851106,1.2856488180445487e-36 -3720,1996/3/9,0.269275857,14.70066652,0.012471395,1.533568755,7.127202501,6.222647162,6.428244090222743e-37 -3721,1996/3/10,0.206572463,16.31146101,1.757810436,1.532016538,7.56354809,5.114757148,3.2141220451113716e-37 -3722,1996/3/11,0.309833923,15.86399578,2.108807376,1.756120377,7.335848825,5.849073075,1.6070610225556858e-37 -3723,1996/3/12,0.194739859,15.87677675,2.818953713,1.88426398,7.239875715,4.345047173,8.035305112778429e-38 -3724,1996/3/13,1.119641142,15.67978111,3.254292779,2.364168513,7.08941803,15.68604091,4.0176525563892146e-38 -3725,1996/3/14,0.339448685,15.4371958,3.860755286,1.948339831,6.88468496,8.851762201,2.0088262781946073e-38 -3726,1996/3/15,0.171164094,17.32133144,4.506453125,2.363790108,7.573086797,5.333818614,1.0044131390973036e-38 -3727,1996/3/16,0.122008565,17.97884719,4.983601429,2.367415687,7.772435161,3.692974065,5.022065695486518e-39 -3728,1996/3/17,0.425452935,18.75077537,4.78515805,2.139863287,8.131637797,6.299677913,2.511032847743259e-39 -3729,1996/3/18,0.278437779,19.08130471,4.929602679,1.878778992,8.246627611,5.036800521,1.2555164238716295e-39 -3730,1996/3/19,0.123403198,19.12968215,5.519405182,2.237706895,8.169191943,3.029479091,6.277582119358148e-40 -3731,1996/3/20,0.368505325,18.49167031,4.253531824,1.891607946,8.086765196,4.664267395,3.138791059679074e-40 -3732,1996/3/21,0.231018821,17.78467403,3.724726556,1.93460652,7.86121434,3.618514134,1.569395529839537e-40 -3733,1996/3/22,0.331359454,18.35512853,3.768763229,1.846925745,8.088457288,4.172898944,7.846977649197685e-41 -3734,1996/3/23,2.225522422,16.9631466,3.065691237,1.435068258,7.604136025,27.64231142,3.9234888245988423e-41 -3735,1996/3/24,3.740771751,15.82311296,3.571910609,1.532261182,7.054075475,83.19681823,1.9617444122994212e-41 -3736,1996/3/25,1.345946376,14.79153036,1.991934939,1.218053195,6.863794858,56.79307001,9.808722061497106e-42 -3737,1996/3/26,5.423788926,13.9307196,2.461515065,0.874021234,6.444975126,208.959965,4.904361030748553e-42 -3738,1996/3/27,12.17611109,10.82638021,0.854301123,0.877760636,5.461808948,827.2441509,0.00014349170153268116 -3739,1996/3/28,0.91866806,12.08472358,0.143486258,1.137672146,6.042438569,285.5170508,7.174431748201905e-05 -3740,1996/3/29,0.020100378,13.71302949,3.319076112,1.482156776,6.199946088,117.0543394,3.5872158741009525e-05 -3741,1996/3/30,0.073235635,16.42356405,5.026777171,1.931493369,7.032981219,73.38666183,1.7936079370504763e-05 -3742,1996/3/31,0.006101593,17.50766391,5.175707635,1.761098449,7.469539381,45.61404353,8.968039685252381e-06 -3743,1996/4/1,0.02649669,16.45324914,4.330085882,1.619419314,7.1603641,30.55023838,4.484019842626191e-06 -3744,1996/4/2,0.130118732,16.50768222,2.115355258,1.495940226,7.498407419,24.79562371,2.2420099213130953e-06 -3745,1996/4/3,0.640509598,15.74999632,1.589839612,1.31571144,7.257379041,37.99750515,1.1210049606565477e-06 -3746,1996/4/4,2.27188369,14.74142213,2.907410633,1.322420403,6.669342767,100.9928074,5.605024803282738e-07 -3747,1996/4/5,0.665024549,16.32511353,2.859314732,1.590797273,7.315167175,54.55414167,2.802512401641369e-07 -3748,1996/4/6,0.356441368,17.54436717,3.432680679,1.706561859,7.729036009,33.03038375,1.4012562008206846e-07 -3749,1996/4/7,0.09237673,18.02280987,4.099259332,1.841476672,7.828120417,17.57283656,7.006281004103423e-08 -3750,1996/4/8,0.04058843,18.8618727,5.265625177,1.892610919,7.999632776,10.59300254,3.5031405020517114e-08 -3751,1996/4/9,0.321319382,19.10351802,5.285413546,1.800360112,8.095203961,13.87141131,1.7515702510258557e-08 -3752,1996/4/10,0.082007227,19.63817175,4.821629717,1.890929961,8.3875806,7.550851197,8.757851255129279e-09 -3753,1996/4/11,0.218198039,19.00953812,4.386583958,1.686482033,8.180279776,7.838618132,4.378925627564639e-09 -3754,1996/4/12,1.820280896,19.23468828,4.580164656,1.545398634,8.242455777,38.66489901,2.1894628137823197e-09 -3755,1996/4/13,0.292195388,19.83156645,5.437375399,1.643055408,8.364012728,16.27720475,1.0947314068911598e-09 -3756,1996/4/14,4.310283111,18.6572934,5.407494348,1.72509519,7.861376872,115.2398237,5.473657034455799e-10 -3757,1996/4/15,0.417639653,19.59360134,5.30755828,1.28219699,8.272698608,42.11151212,2.7368285172278996e-10 -3758,1996/4/16,1.377115696,21.51776526,6.377307647,1.558575784,8.932846414,55.53982349,1.3684142586139498e-10 -3759,1996/4/17,1.134347258,21.72383801,8.071188342,1.661072753,8.731474217,50.7887404,6.842071293069749e-11 -3760,1996/4/18,3.023614524,21.56906424,8.591377555,1.494416559,8.55565163,111.2285459,3.4210356465348745e-11 -3761,1996/4/19,1.84492231,20.96173026,7.667813474,0.92240277,8.45293945,95.51069743,1.7105178232674372e-11 -3762,1996/4/20,1.647575154,18.39697841,8.115036228,1.098973474,7.184851457,88.98876108,8.552589116337186e-12 -3763,1996/4/21,12.3636051,14.73965634,6.015999702,0.409140154,6.001379029,730.5335684,0.012512328206970822 -3764,1996/4/22,7.333739265,14.39420552,7.259239034,0.942082387,5.510907197,818.3813622,0.02138044799520658 -3765,1996/4/23,2.517278088,16.84220125,8.122660539,1.005723952,6.441039074,477.3481064,0.01062737775708289 -3766,1996/4/24,1.528482831,17.78362198,8.172304129,1.22931678,6.869329377,315.9396445,0.005313688878541445 -3767,1996/4/25,0.767476648,18.50186696,8.338797943,1.511722489,7.161423217,197.23864,0.0026568444392707224 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-3777,1996/5/5,1.715617951,21.95400384,10.98556587,2.23974492,8.124730094,208.3081976,2.6763568292520804e-05 -3778,1996/5/6,1.556690348,21.09568469,10.99037838,2.058464195,7.697670257,170.7460157,1.3381784146260402e-05 -3779,1996/5/7,3.681270085,20.22413131,10.7348557,1.442738119,7.331640993,291.9913792,6.690892073130201e-06 -3780,1996/5/8,6.391779947,18.83695589,10.78704034,1.294650277,6.6141836,550.474683,3.3454460365651005e-06 -3781,1996/5/9,1.301044605,19.02959348,9.560526954,1.511132014,7.056556231,257.465906,1.6727230182825502e-06 -3782,1996/5/10,0.234203476,19.85071269,8.919015984,1.117761284,7.599710249,118.646012,8.363615091412751e-07 -3783,1996/5/11,1.788378112,19.40470782,8.781231767,1.148745998,7.420499186,175.7496736,4.1818075457063756e-07 -3784,1996/5/12,4.408595471,16.93241979,8.421213246,1.488935976,6.344188356,356.0247555,2.0909037728531878e-07 -3785,1996/5/13,7.334158575,17.39670776,6.997612049,1.515561226,6.899184121,693.6761032,0.001951353908653144 -3786,1996/5/14,6.919697071,18.11737712,7.03021625,1.361015402,7.210092973,862.2354615,0.0009713004052632784 -3787,1996/5/15,3.313700394,19.17904912,9.010418363,1.158501678,7.247639296,593.4936087,0.0004856502026316392 -3788,1996/5/16,0.589450984,20.79346341,9.792186579,1.171005767,7.818428601,267.0697439,0.0002428251013158196 -3789,1996/5/17,1.128527387,20.63278142,10.67400652,1.074482203,7.516713589,224.5217874,0.0001214125506579098 -3790,1996/5/18,0.89440051,21.06323275,10.44492832,1.169763488,7.781828392,170.0249114,6.07062753289549e-05 -3791,1996/5/19,0.103123152,21.64199314,10.30034187,0.984923073,8.091330381,84.98938632,3.035313766447745e-05 -3792,1996/5/20,2.174100765,21.44056185,10.78290344,1.167838524,7.87311809,178.3111098,1.5176568832238724e-05 -3793,1996/5/21,0.843532524,21.4964438,10.52655603,1.417457245,7.960948464,109.5358025,7.588284416119362e-06 -3794,1996/5/22,0.572933726,23.2335205,11.26202734,1.372178302,8.617286737,74.04538279,3.794142208059681e-06 -3795,1996/5/23,3.147557348,23.41546974,12.09790316,1.664131308,8.497158621,188.2894926,1.8970711040298406e-06 -3796,1996/5/24,3.413973343,22.81600139,11.85623456,1.310738528,8.259878673,238.4969857,9.485355520149203e-07 -3797,1996/5/25,6.297289859,22.39907367,12.43083942,0.61484234,7.892275153,467.6465981,4.7426777600746014e-07 -3798,1996/5/26,18.85993467,21.19027681,12.36293288,0.661512603,7.289763735,2071.242652,0.0307414520582421 -3799,1996/5/27,9.25894657,19.31875278,11.83248718,0.742359538,6.47786132,1850.952091,0.05472592651616607 -3800,1996/5/28,4.949251422,18.14231211,11.75984752,0.855836302,5.867412622,1314.133945,0.027083926880754446 -3801,1996/5/29,2.989339687,19.87448502,11.64315601,1.301513832,6.825415936,916.5372275,0.013541963440377223 -3802,1996/5/30,5.146339656,21.27600621,11.77588252,1.603582144,7.497885559,1110.858864,0.006770981720188612 -3803,1996/5/31,5.642831728,21.40101585,12.04298186,1.187702787,7.481828813,1200.23328,0.003385490860094306 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-3813,1996/6/10,6.263832856,19.5741037,10.61153725,0.495155188,6.958581185,856.3318693,3.3061434180608455e-06 -3814,1996/6/11,7.600141824,18.76978514,10.08125667,0.221881046,6.710980751,1177.335207,0.007316224484134797 -3815,1996/6/12,9.411087598,19.65374962,10.32080448,0.193217957,7.075239207,1661.138536,0.02488650275369505 -3816,1996/6/13,8.849622268,19.43545923,10.99562547,0.390451694,6.773751441,1877.185217,0.036000006241463635 -3817,1996/6/14,2.335637417,21.28469698,11.73412888,1.042984761,7.4867478,947.0509406,0.017865243375875403 -3818,1996/6/15,2.498760889,20.65503878,12.40884563,0.986085018,6.960106468,740.3778342,0.008932621687937702 -3819,1996/6/16,1.583823913,22.96638123,13.1718721,1.070169769,7.92377923,515.2638078,0.004466310843968851 -3820,1996/6/17,13.10785176,22.93997535,14.30253802,1.225346088,7.554419816,2042.252947,0.06614661860684498 -3821,1996/6/18,4.913077856,22.88714452,14.35948124,1.102100129,7.505606037,1318.826046,0.032705524947957774 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-3840,1996/7/7,8.134080651,21.86648051,14.31758013,0.674907432,6.952315237,1894.492359,0.04334270699516668 -3841,1996/7/8,3.824382449,22.22063969,14.43986291,0.762271673,7.105465437,1269.497386,0.021378562780454226 -3842,1996/7/9,4.800250404,22.36502554,13.31464768,0.917615789,7.559686345,1261.746919,0.010689281390227113 -3843,1996/7/10,11.64809369,21.24448578,12.8124623,0.572174598,7.131220486,2468.674178,0.10069299233299223 -3844,1996/7/11,2.422749521,20.40581995,12.98156329,0.593862153,6.627696607,1158.990249,0.049340124308192713 -3845,1996/7/12,13.31297765,19.56269822,13.61055069,1.145092728,5.916432596,2930.4266,0.20341261863479754 -3846,1996/7/13,8.768869165,20.04358189,13.75083094,1.273271821,6.138885266,2707.605238,0.18162592062871094 -3847,1996/7/14,10.98734507,20.76506661,14.22107816,1.372503986,6.368406594,3367.273523,0.2450862128342142 -3848,1996/7/15,2.897180921,21.42131131,14.33868965,1.320436608,6.698712688,1705.434548,0.11992377447422846 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-3867,1996/8/3,5.211557156,22.53973666,14.00083782,0.89737489,7.464769684,1934.842847,0.08958549811405893 -3868,1996/8/4,10.87284753,23.35661234,13.68349391,0.672113284,8.00245386,3103.298642,0.28175341943088195 -3869,1996/8/5,5.319123167,22.49992825,14.12668746,0.945066992,7.405232853,2107.819291,0.1310957587798807 -3870,1996/8/6,11.71204603,21.25869798,14.4597114,1.185728872,6.591028825,3262.509771,0.48999465620718774 -3871,1996/8/7,7.410521278,21.56370956,14.48171388,1.175995078,6.759804353,2679.809158,0.2841439520978693 -3872,1996/8/8,5.315838799,22.06696858,14.78096756,0.936329599,6.935541574,2070.114674,0.13959853584250886 -3873,1996/8/9,5.225359168,21.73934649,14.55651927,0.724533661,6.836074288,1834.403636,0.06979926792125443 -3874,1996/8/10,7.166838688,21.96097705,14.2737973,0.645012516,7.068418434,2101.352886,0.0432163787534893 -3875,1996/8/11,13.72495776,20.38007177,13.53384054,0.545959825,6.457341982,3659.814679,0.6359870623435151 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-3903,1996/9/8,3.528283831,21.80255128,12.81551883,0.369128916,7.567986514,798.6270473,0.004142140869327083 -3904,1996/9/9,3.420434706,23.05405252,13.09163844,0.516859231,8.145768315,729.6474203,0.0020710704346635416 -3905,1996/9/10,5.622169534,20.68793023,12.97546208,0.260952677,6.922881037,960.0269724,0.0010355352173317708 -3906,1996/9/11,2.297920146,18.73615202,10.39456762,0.187668679,6.732174997,594.7770258,0.0005177676086658854 -3907,1996/9/12,1.646868324,20.87698969,10.35582277,0.112066731,7.810491589,419.8260095,0.0002588838043329427 -3908,1996/9/13,0.291951302,21.88202824,10.0552765,0.190681745,8.372801299,209.7569857,0.00012944190216647135 -3909,1996/9/14,2.191803366,22.33785649,10.64196105,0.197633642,8.459537392,302.0314635,6.472095108323568e-05 -3910,1996/9/15,7.553747089,20.89566837,11.81202477,0.722631776,7.429745945,802.3970823,0.006475729300681437 -3911,1996/9/16,11.64309511,19.79620924,12.03899352,0.559509473,6.781973783,1576.379723,0.25620665166011625 -3912,1996/9/17,8.882900925,19.58945865,12.47348865,0.941536357,6.52120805,1690.256113,0.2548103147591402 -3913,1996/9/18,9.516151313,18.39578869,12.36114609,0.708373994,5.892737346,2043.552628,0.33577351856703663 -3914,1996/9/19,9.804992477,19.15846031,12.05906319,0.513490155,6.439501432,2426.268188,0.3695160027419012 -3915,1996/9/20,9.305272701,18.02305726,11.5618959,0.540885548,5.996545073,2613.21923,0.3924762435357779 -3916,1996/9/21,1.630823188,19.2382131,11.8116705,0.379410177,6.577178129,1158.223353,0.189308846171312 -3917,1996/9/22,10.0694902,20.38285744,10.57573369,0.126176935,7.552161503,2452.862469,0.2563479041914909 -3918,1996/9/23,3.643619724,19.40203703,10.60766073,0.045693473,7.053704938,1458.411245,0.1229809906316187 -3919,1996/9/24,0.0,19.27840405,10.41560636,0.316809382,7.051098588,570.94392,0.06149049531580935 -3920,1996/9/25,0.364008877,18.21458683,9.833869905,0.501493559,6.687727937,379.1532019,0.030745247657904675 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-3957,1996/11/1,13.09327519,12.38473293,1.832923968,0.487855846,5.999358101,896.8514365,0.14085683976211444 -3958,1996/11/2,1.570920431,11.62901677,2.392511969,0.497782908,5.593823165,358.6424325,0.06902999375594294 -3959,1996/11/3,2.102146739,12.05037919,2.946736598,0.412371261,5.665558363,307.5321563,0.03451499687797147 -3960,1996/11/4,1.153102627,10.85323434,2.849710619,0.419547685,5.178991751,210.3680114,0.017257498438985736 -3961,1996/11/5,1.593935185,11.10770377,3.412832627,0.501026565,5.164975021,211.7732119,0.008628749219492868 -3962,1996/11/6,5.481832964,12.77569262,4.246579737,0.891205211,5.712038365,536.0274842,0.004314374609746434 -3963,1996/11/7,0.518331077,13.85022932,3.245747794,0.881350487,6.381269594,199.8878484,0.002157187304873217 -3964,1996/11/8,0.189494354,13.19027728,2.033336624,0.858418261,6.315908783,102.7905153,0.0010785936524366085 -3965,1996/11/9,0.071527023,13.36747589,1.886036012,0.931939446,6.413973278,61.73994772,0.0005392968262183043 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-3984,1996/11/28,0.0,10.9472691,-1.295893279,0.850450693,5.940329724,0.581036543,1.028627064167603e-09 -3985,1996/11/29,0.249379971,9.728543394,-1.275378219,0.583707927,5.484396516,2.905290991,5.143135320838015e-10 -3986,1996/11/30,2.093672024,8.226392445,-1.417766111,0.659983587,4.944320294,28.66458507,2.5715676604190076e-10 -3987,1996/12/1,3.877738136,7.415759583,-0.755604704,0.888458948,4.536667907,94.42271582,1.2857838302095038e-10 -3988,1996/12/2,0.074625459,8.76193164,-0.617475687,1.039041323,5.032732556,26.24110734,6.428919151047519e-11 -3989,1996/12/3,0.004627858,10.86255332,0.317823241,1.391971123,5.708278704,11.80109293,3.2144595755237595e-11 -3990,1996/12/4,0.002101559,12.55024226,1.210838465,1.496021483,6.247843029,7.219683245,1.6072297877618797e-11 -3991,1996/12/5,1.947894822,12.75161447,1.326027659,0.982031994,6.313543484,50.51660269,8.036148938809399e-12 -3992,1996/12/6,2.557082988,10.1080272,0.536201227,0.872004937,5.3807948,87.48719542,4.018074469404699e-12 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-4002,1996/12/16,0.018146591,9.367618999,-3.944874382,0.72778887,5.641576611,1.58868364,3.923900849028027e-15 -4003,1996/12/17,0.003074866,8.268779765,-4.723699094,0.595926703,5.319134096,0.898783686,1.9619504245140133e-15 -4004,1996/12/18,0.085369677,8.13195556,-4.492602766,0.796087093,5.256720628,1.634613257,9.809752122570067e-16 -4005,1996/12/19,0.0,8.322342715,-4.973224507,0.479798542,5.355484895,0.614628825,4.904876061285033e-16 -4006,1996/12/20,0.13477896,8.110432735,-4.023708384,0.496106311,5.213817184,1.808266769,2.4524380306425167e-16 -4007,1996/12/21,0.017678199,7.365702435,-4.464454343,0.547159292,4.994935365,0.751040523,1.2262190153212583e-16 -4008,1996/12/22,0.0,7.897053693,-5.374141247,0.529330851,5.239021421,0.340523404,6.131095076606292e-17 -4009,1996/12/23,0.039727016,7.63243267,-4.65428611,0.612459026,5.101679196,0.545190991,3.065547538303146e-17 -4010,1996/12/24,0.0,7.923338999,-4.843922413,0.792675751,5.214621719,0.214835432,1.532773769151573e-17 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-4344,1997/11/23,0.043458931,13.87741101,0.812054758,1.415011155,6.804819936,10.48448914,1.326942409105386e-06 -4345,1997/11/24,0.003459978,13.51361269,0.774501079,1.656548523,6.668272793,6.288432657,6.63471204552693e-07 -4346,1997/11/25,0.033698252,13.08615992,0.569313641,1.424861519,6.528492243,4.768139003,3.317356022763465e-07 -4347,1997/11/26,0.125550234,12.96921439,0.326882544,1.624230883,6.515675003,5.394830009,1.6586780113817326e-07 -4348,1997/11/27,0.207364477,13.77793315,0.80832563,1.531038857,6.776055728,6.351543626,8.293390056908663e-08 -4349,1997/11/28,0.000179718,12.78374552,-0.410454717,1.251743542,6.535415998,2.376625401,4.1466950284543315e-08 -4350,1997/11/29,0.00651675,12.94796217,-0.627297708,1.153726171,6.624130294,1.432617708,2.0733475142271658e-08 -4351,1997/11/30,0.165783461,13.29559809,-0.481340324,1.113094212,6.744156215,3.158205407,1.0366737571135829e-08 -4352,1997/12/1,0.888777424,13.85671577,1.769750779,0.784316734,6.686105933,13.55667612,5.1833687855679144e-09 -4353,1997/12/2,1.409285449,12.00188785,-0.573250676,1.23054907,6.262927748,26.55077683,2.5916843927839572e-09 -4354,1997/12/3,0.547031359,10.43188459,-0.800663967,0.832442883,5.694696646,16.91806158,1.2958421963919786e-09 -4355,1997/12/4,0.098814979,10.57695819,0.158292936,1.013122552,5.620064315,7.495124529,6.479210981959893e-10 -4356,1997/12/5,0.064536399,11.50689172,-1.042709076,1.079188088,6.133786631,4.60785052,3.2396054909799465e-10 -4357,1997/12/6,0.0,10.79958002,-2.223126448,1.147635543,5.993967977,2.454516224,1.6198027454899733e-10 -4358,1997/12/7,0.013427426,10.6123351,-2.702064659,0.801844095,5.970958798,1.706362847,8.099013727449866e-11 -4359,1997/12/8,0.059708401,9.690478879,-1.775190416,0.914308756,5.543033794,1.720565485,4.049506863724933e-11 -4360,1997/12/9,0.088580094,9.617567211,-0.498529512,0.939317791,5.351989068,1.770413242,2.0247534318624666e-11 -4361,1997/12/10,0.999779043,10.67832887,0.628960977,1.307674137,5.59670165,12.27125376,1.0123767159312333e-11 -4362,1997/12/11,0.048001474,9.948373856,-0.230116509,1.715107558,5.443011918,3.782016121,5.0618835796561664e-12 -4363,1997/12/12,0.062297263,9.878215046,-1.350886735,1.140626309,5.568038921,2.326583717,2.5309417898280832e-12 -4364,1997/12/13,0.807254409,10.23790433,-1.864700054,0.934794722,5.761599972,10.52710701,1.2654708949140416e-12 -4365,1997/12/14,6.714818086,10.15998116,-0.151622852,1.10065284,5.517118007,162.8133772,0.005436690522090033 -4366,1997/12/15,0.891170475,8.99825073,-1.388667304,1.0604664,5.247023039,70.30983262,0.002706005943237347 -4367,1997/12/16,0.003538293,9.42586865,-2.8282093,0.893867887,5.566711075,25.21859847,0.0013530029716186736 -4368,1997/12/17,0.024506115,10.22344699,-3.346990644,0.896956528,5.897816811,14.89128016,0.0006765014858093368 -4369,1997/12/18,0.359455981,7.88643047,-4.90983029,1.038833324,5.20215428,18.89113409,0.0003382507429046684 -4370,1997/12/19,0.073961696,8.010621632,-5.137602015,0.888938123,5.259867207,10.14309792,0.0001691253714523342 -4371,1997/12/20,0.001759162,8.747975434,-4.437138894,1.127931077,5.464878547,5.384380303,8.45626857261671e-05 -4372,1997/12/21,0.01252433,8.568816997,-4.443415299,0.744960277,5.404434092,3.614544067,4.228134286308355e-05 -4373,1997/12/22,0.105763003,8.663675564,-5.397462357,0.87554381,5.49720936,4.243228833,2.1140671431541775e-05 -4374,1997/12/23,0.0,8.617029191,-5.789828287,1.08958106,5.502150546,1.923513319,1.0570335715770888e-05 -4375,1997/12/24,0.0,9.317023508,-4.533551383,1.240040668,5.670108696,1.148678395,5.285167857885444e-06 -4376,1997/12/25,0.0,8.842194533,-5.597637383,0.998547989,5.569359631,0.739588939,2.642583928942722e-06 -4377,1997/12/26,0.140381055,9.038848642,-4.839661372,0.831092536,5.594680272,2.309013017,1.321291964471361e-06 -4378,1997/12/27,0.060762307,9.525674469,-3.341258638,0.944137341,5.656041105,1.487588035,6.606459822356805e-07 -4379,1997/12/28,0.068699117,9.754459096,-1.162329541,1.353895168,5.51035463,1.338310663,3.3032299111784024e-07 -4380,1997/12/29,0.002242047,10.13015055,-3.094196995,1.173280073,5.851566563,0.535362414,1.6516149555892012e-07 -4381,1997/12/30,0.00999226,10.85344128,-3.399509195,1.138993515,6.13467448,0.388482536,8.258074777946006e-08 -4382,1997/12/31,0.0,11.35499556,-4.027086102,1.247054248,6.354571527,0.210768482,4.129037388973003e-08 -4383,1998/1/1,0.000211512,9.868198125,-4.16833849,1.148293457,5.840171284,0.133772865,2.0645186944865015e-08 -4384,1998/1/2,0.012732036,10.39270595,-3.567810949,1.246864406,5.983041124,0.170355394,1.0322593472432507e-08 -4385,1998/1/3,0.002867187,10.96250696,-4.532400122,1.599857814,6.244594797,0.093300429,5.161296736216254e-09 -4386,1998/1/4,0.004351338,10.83560503,-4.860091425,0.833185218,6.216864481,0.072656011,2.580648368108127e-09 -4387,1998/1/5,0.068088911,10.60986207,-3.836729501,1.23351565,6.078638788,0.370223677,1.2903241840540634e-09 -4388,1998/1/6,1.781987733,10.62489553,-1.872663851,1.578955449,5.917607057,13.68428982,6.451620920270317e-10 -4389,1998/1/7,0.007341193,10.52178965,-3.268191449,1.381209453,6.005753975,3.38735683,3.2258104601351586e-10 -4390,1998/1/8,0.004216019,11.66378226,-3.091388285,1.666195053,6.403202377,1.519284686,1.6129052300675793e-10 -4391,1998/1/9,0.007174514,11.66038088,-3.188234305,1.366166289,6.408443018,0.971283301,8.064526150337896e-11 -4392,1998/1/10,0.0004723,12.56546708,-3.751205085,1.430071011,6.769400044,0.606980212,4.032263075168948e-11 -4393,1998/1/11,0.075483737,11.29198085,-3.676499441,1.127577278,6.308152183,0.862076447,2.016131537584474e-11 -4394,1998/1/12,0.041976311,11.48785903,-2.570176275,1.572505342,6.296892397,0.609164561,1.008065768792237e-11 -4395,1998/1/13,0.024716429,9.542242977,-3.450897899,1.557046503,5.668749892,0.40299285,5.040328843961185e-12 -4396,1998/1/14,0.018684193,8.548000009,-4.806458182,1.839243019,5.422470596,0.284788606,2.5201644219805926e-12 -4397,1998/1/15,0.103514234,9.15688085,-4.155671797,2.029169259,5.586582182,0.614756817,1.2600822109902963e-12 -4398,1998/1/16,0.001738017,9.841212398,-4.678391386,2.12287736,5.856761489,0.207942598,6.300411054951482e-13 -4399,1998/1/17,0.012163079,9.488706612,-4.753473796,1.505224873,5.738833495,0.155203772,3.150205527475741e-13 -4400,1998/1/18,0.028960456,10.2939116,-4.064500669,1.581232661,5.974701468,0.183204466,1.5751027637378704e-13 -4401,1998/1/19,0.080433941,9.562380085,-3.673467499,1.515320012,5.688728255,0.348280869,7.875513818689352e-14 -4402,1998/1/20,0.282692196,9.108629215,-3.266072156,1.267512885,5.493419484,1.154186978,3.937756909344676e-14 -4403,1998/1/21,0.670042826,9.895879827,-2.156664181,1.596270819,5.668478227,3.636980361,1.968878454672338e-14 -4404,1998/1/22,0.144057297,9.427583885,-5.189328997,1.69380137,5.737029338,1.78175135,9.84439227336169e-15 -4405,1998/1/23,0.0,9.618821895,-5.555809573,1.232197969,5.818516151,0.643216327,4.922196136680845e-15 -4406,1998/1/24,0.012361394,10.81610302,-4.752155093,1.312458252,6.189451253,0.423497324,2.4610980683404225e-15 -4407,1998/1/25,1.017243029,11.61380594,-2.656032425,1.443437832,6.335847312,6.565200052,1.2305490341702112e-15 -4408,1998/1/26,1.029992969,11.3127057,-2.195402571,1.443812015,6.185008661,10.88198021,6.152745170851056e-16 -4409,1998/1/27,0.085792916,11.24894309,-3.17072957,1.000924808,6.240243856,3.82046121,3.076372585425528e-16 -4410,1998/1/28,1.84187912,11.04726212,-3.099716602,0.77384533,6.16086818,23.93502362,1.538186292712764e-16 -4411,1998/1/29,0.497559489,10.25466291,-1.229066655,1.071240007,5.686632496,13.62117779,7.69093146356382e-17 -4412,1998/1/30,0.21598635,11.27547828,-1.644684853,1.441732137,6.11191125,7.841303303,3.84546573178191e-17 -4413,1998/1/31,0.061526574,11.42183484,-3.100570441,1.24899325,6.290397387,4.189180251,1.922732865890955e-17 -4414,1998/2/1,0.077189458,12.08485985,-2.706613115,1.345355086,6.499251444,3.130286577,9.613664329454775e-18 -4415,1998/2/2,0.131502149,13.19424104,-1.296371386,1.313257925,6.791094563,3.054551342,4.806832164727388e-18 -4416,1998/2/3,0.117404501,13.25316791,-1.23315784,1.452207974,6.805407499,2.535048706,2.403416082363694e-18 -4417,1998/2/4,0.241974247,12.95714159,-1.275639122,1.21505982,6.695469819,3.40445026,1.201708041181847e-18 -4418,1998/2/5,1.874811553,11.17292464,-2.392704543,1.340277165,6.133521387,24.04138982,6.008540205909235e-19 -4419,1998/2/6,1.785077769,9.231265935,-5.070210403,1.198284075,5.640278851,36.57610559,3.0042701029546173e-19 -4420,1998/2/7,0.541818286,8.401543967,-5.015132308,0.993171998,5.354710693,20.55922782,1.5021350514773086e-19 -4421,1998/2/8,0.715404631,7.976474647,-4.705713653,1.103502278,5.18877429,21.47591038,7.510675257386543e-20 -4422,1998/2/9,0.177110214,9.091362989,-5.220082359,1.187441184,5.595106195,10.98757922,3.7553376286932716e-20 -4423,1998/2/10,0.004710353,10.43454634,-4.870533324,1.252979212,6.03195406,5.069826101,1.8776688143466358e-20 -4424,1998/2/11,0.009203121,12.65745147,-5.045305348,1.016069155,6.807418283,3.178437785,9.388344071733179e-21 -4425,1998/2/12,0.079547358,12.62623619,-4.293842624,1.53068818,6.763513522,3.112328674,4.6941720358665895e-21 -4426,1998/2/13,0.17474807,12.61372172,-3.706682819,1.587113071,6.726779775,3.81325576,2.3470860179332948e-21 -4427,1998/2/14,0.138293478,13.78038712,-3.519778885,1.289751446,7.133478857,3.148286456,1.1735430089666474e-21 -4428,1998/2/15,0.520424314,14.0179159,-2.446953572,1.771148422,7.155012523,7.289998523,5.867715044833237e-22 -4429,1998/2/16,0.015555992,13.29674549,-2.3617875,1.726473595,6.880630222,2.345013085,2.9338575224166184e-22 -4430,1998/2/17,0.001629511,13.12589624,-2.162188662,1.632274456,6.800034417,1.157268091,1.4669287612083092e-22 -4431,1998/2/18,0.258542349,13.25177391,-0.318188975,1.627881053,6.674661602,3.051945949,7.334643806041546e-23 -4432,1998/2/19,1.133006487,12.91454108,-0.382395163,1.38834441,6.549619103,12.81556918,3.667321903020773e-23 -4433,1998/2/20,1.019902413,13.04012298,-0.579781847,1.028782107,6.615815555,16.45045702,1.8336609515103865e-23 -4434,1998/2/21,2.269570893,12.23070725,-1.050645878,1.065187299,6.356133276,43.29840577,9.168304757551933e-24 -4435,1998/2/22,1.070173887,11.84927256,-0.592534265,1.544584026,6.159188541,33.72933318,4.584152378775966e-24 -4436,1998/2/23,0.011273098,12.31153226,-1.23951877,1.644678021,6.399537842,11.09831518,2.292076189387983e-24 -4437,1998/2/24,0.017408875,13.91496256,-0.787848551,1.339654586,6.956160428,6.159882183,1.1460380946939916e-24 -4438,1998/2/25,0.303228091,15.14601441,1.783443237,1.685616383,7.145573603,8.724521229,5.730190473469958e-25 -4439,1998/2/26,0.314067676,15.66550305,3.534934703,1.667631204,7.099072558,8.440712072,2.865095236734979e-25 -4440,1998/2/27,0.030031065,15.57701513,1.688656179,1.58575998,7.324222711,3.683304718,1.4325476183674895e-25 -4441,1998/2/28,0.132651389,16.06905831,1.627928525,1.372080274,7.525726119,3.617993056,7.162738091837447e-26 -4442,1998/3/1,0.211324207,16.20361626,2.937655315,1.550253402,7.404740613,4.052946784,3.5813690459187237e-26 -4443,1998/3/2,1.067182493,15.36684787,1.393171332,1.640303317,7.265388926,14.58186035,1.7906845229593618e-26 -4444,1998/3/3,0.128337483,14.57335446,-1.338230891,1.601710637,7.227175544,5.626949104,8.953422614796809e-27 -4445,1998/3/4,0.146023662,15.75351879,-0.912610176,1.420458724,7.635782151,3.998754367,4.4767113073984046e-27 -4446,1998/3/5,0.341833145,15.74134756,1.038264749,1.80948561,7.443741798,5.461110727,2.2383556536992023e-27 -4447,1998/3/6,0.315976412,16.09776077,2.340038175,1.819609919,7.424466688,5.256711514,1.1191778268496012e-27 -4448,1998/3/7,0.678564605,14.66650049,2.735040586,1.877445195,6.777931561,9.205707755,5.595889134248006e-28 -4449,1998/3/8,1.324650447,12.82024042,-0.616850077,1.712912271,6.483938196,19.95347108,2.797944567124003e-28 -4450,1998/3/9,0.002233323,12.42602437,-1.666702644,1.507870049,6.436147336,5.589796668,1.3989722835620014e-28 -4451,1998/3/10,0.058242178,13.87325937,-1.647384585,1.489470726,6.964200534,3.431244522,6.994861417810007e-29 -4452,1998/3/11,0.053512274,13.71586316,-2.114042715,1.693774045,6.937640888,2.453249363,3.4974307089050036e-29 -4453,1998/3/12,0.02929411,14.28411347,-1.718193467,1.551329877,7.113836648,1.601774121,1.7487153544525018e-29 -4454,1998/3/13,0.061784497,15.33146572,0.278898188,1.881876414,7.331506017,1.430058989,8.743576772262509e-30 -4455,1998/3/14,0.350501706,16.2273777,1.833775041,1.891833869,7.508110628,3.606534837,4.3717883861312545e-30 -4456,1998/3/15,0.017848278,16.54460357,0.992912001,1.592688909,7.723790338,1.262673715,2.1858941930656272e-30 -4457,1998/3/16,0.013150162,17.38506063,-0.222857227,1.526677069,8.155874873,0.703831152,1.0929470965328136e-30 -4458,1998/3/17,0.057185265,17.71873585,0.137559489,1.494468322,8.252175488,0.744982664,5.464735482664068e-31 -4459,1998/3/18,0.183483037,18.61192979,3.025276733,1.840799398,8.314791528,1.357234941,2.732367741332034e-31 -4460,1998/3/19,0.801649618,17.77931974,3.163098725,2.231706653,7.949471272,5.611734062,1.366183870666017e-31 -4461,1998/3/20,0.611251554,16.89922242,2.894378269,2.081322146,7.618928229,6.279132792,6.830919353330085e-32 -4462,1998/3/21,0.331076069,16.52580279,2.617672292,1.732785326,7.499111647,4.611480276,3.4154596766650426e-32 -4463,1998/3/22,3.149771884,16.28576432,3.519900504,1.53401107,7.267239292,43.63258891,1.7077298383325213e-32 -4464,1998/3/23,1.989039061,17.35534195,4.188260928,1.871491745,7.607621952,51.00759055,8.538649191662606e-33 -4465,1998/3/24,0.456925345,16.63847869,4.722910594,1.61652173,7.209749834,24.38449834,4.269324595831303e-33 -4466,1998/3/25,1.000944605,15.26244808,3.135187346,1.280348887,6.89101909,30.85847428,2.1346622979156516e-33 -4467,1998/3/26,0.26437562,14.26016188,0.932379938,1.272627053,6.791267473,16.18455718,1.0673311489578258e-33 -4468,1998/3/27,0.078029308,14.3547101,-0.702544081,0.907597444,6.995428758,8.626601436,5.336655744789129e-34 -4469,1998/3/28,0.723050521,13.74917438,-0.277259254,0.919684195,6.723053376,17.59307974,2.6683278723945645e-34 -4470,1998/3/29,1.331244409,14.52306239,2.33496514,0.903278377,6.695505405,31.7732811,1.3341639361972823e-34 -4471,1998/3/30,6.343780374,15.01459837,2.412634221,0.782724764,6.878042713,204.3867631,6.670819680986411e-35 -4472,1998/3/31,3.394932753,13.22372119,1.302687792,0.934329413,6.319948562,199.4340726,3.3354098404932056e-35 -4473,1998/4/1,0.365102476,14.02745504,0.965843816,0.457855964,6.673052487,75.50670039,1.6677049202466028e-35 -4474,1998/4/2,1.014593917,15.2526586,1.66859816,0.872758822,7.060350824,76.61713556,8.338524601233014e-36 -4475,1998/4/3,4.978683733,15.38359532,4.082775882,1.089863819,6.74778302,267.7582795,4.169262300616507e-36 -4476,1998/4/4,0.923605424,16.58218076,4.012862713,1.31173375,7.258001517,122.5619327,2.0846311503082535e-36 -4477,1998/4/5,0.926277981,17.02010878,4.492646306,1.336792631,7.359895003,92.46148596,1.0423155751541268e-36 -4478,1998/4/6,2.893762542,15.83331951,3.818563118,1.131257988,6.968761909,179.0908294,5.211577875770634e-37 -4479,1998/4/7,2.245163683,16.36638514,1.532258868,1.097792909,7.493234922,171.7904259,2.605788937885317e-37 -4480,1998/4/8,0.079053225,16.23935394,1.794628304,0.93211618,7.408585567,60.90183618,1.3028944689426585e-37 -4481,1998/4/9,2.235849357,18.1897309,3.82622698,1.324581309,7.931570403,134.4094577,6.514472344713292e-38 -4482,1998/4/10,1.615290629,17.83050505,5.804530383,1.358381691,7.457121639,118.8557746,3.257236172356646e-38 -4483,1998/4/11,0.032132545,18.26794698,5.337809349,1.360162437,7.724046736,42.97544837,1.628618086178323e-38 -4484,1998/4/12,0.937902374,18.77181738,5.801670003,1.353382476,7.857868739,59.11037965,8.143090430891615e-39 -4485,1998/4/13,1.08132811,19.22531538,6.490622531,1.220761639,7.929455379,62.66309573,4.0715452154458077e-39 -4486,1998/4/14,0.236249758,18.31030873,5.228388698,0.959015784,7.74698654,30.67571817,2.0357726077229038e-39 -4487,1998/4/15,0.616515494,18.00819563,4.149160897,0.762129857,7.78304731,33.22556113,1.0178863038614519e-39 -4488,1998/4/16,4.431561126,16.25632787,3.294365227,0.090661337,7.183132601,169.3111504,5.0894315193072596e-40 -4489,1998/4/17,4.556360578,13.67784084,3.034641743,0.131806519,6.170519997,256.3565528,2.5447157596536298e-40 -4490,1998/4/18,4.189557791,12.57577067,3.359876705,0.49673762,5.653414835,310.0191341,1.2723578798268149e-40 -4491,1998/4/19,0.952213158,14.44975446,3.210101007,0.669492344,6.448610884,149.781059,6.361789399134074e-41 -4492,1998/4/20,2.560638941,15.82536649,4.136001562,0.648017987,6.856695009,212.672321,3.180894699567037e-41 -4493,1998/4/21,1.898167923,15.17508004,6.120229306,1.197548081,6.176205106,185.4238451,1.5904473497835186e-41 -4494,1998/4/22,3.229247605,17.27719143,5.009705074,1.53790901,7.310083248,267.1867869,7.952236748917593e-42 -4495,1998/4/23,0.964584361,18.38340754,5.853957772,1.450370273,7.632450055,143.8666687,3.9761183744587965e-42 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-4505,1998/5/3,2.154323035,22.50318566,9.388086017,0.982005919,8.761384199,154.9644099,3.8829281000574185e-45 -4506,1998/5/4,7.074521458,22.65654148,9.770713143,1.46975951,8.749059193,453.9838472,1.9414640500287093e-45 -4507,1998/5/5,3.354715527,21.36020739,9.819741144,1.324153098,8.123913011,344.6693045,9.707320250143546e-46 -4508,1998/5/6,2.44796879,22.30636305,10.31299198,1.404403704,8.456164471,274.2858227,4.853660125071773e-46 -4509,1998/5/7,0.902356468,23.06686578,10.63648874,1.619981325,8.741414523,154.8073586,2.4268300625358866e-46 -4510,1998/5/8,0.844696886,22.64654922,11.61710323,1.966344048,8.296713484,114.7271349,1.2134150312679433e-46 -4511,1998/5/9,0.309660678,22.44447123,10.33727168,1.967644236,8.50423389,67.20928657,6.067075156339716e-47 -4512,1998/5/10,1.738559887,22.91743323,11.04696374,1.64412347,8.56233085,111.802796,3.033537578169858e-47 -4513,1998/5/11,1.562825588,22.99346492,11.49011748,2.053086967,8.487894654,107.4543646,1.516768789084929e-47 -4514,1998/5/12,9.768485853,21.93085831,9.616955529,1.666381587,8.410166249,599.787793,3.926056195512798e-06 -4515,1998/5/13,2.686158418,20.79935712,9.011904959,1.770893425,8.012045514,343.2408798,1.9630224238644795e-06 -4516,1998/5/14,1.349261361,23.81605608,10.24291597,1.812729885,9.15181097,207.053148,9.815112119322398e-07 -4517,1998/5/15,2.706890708,22.32807432,9.782969064,1.747081796,8.548664517,254.7545264,4.907556059661199e-07 -4518,1998/5/16,1.24314237,22.98242458,10.22765874,1.302359604,8.755978455,164.6961148,2.4537780298305994e-07 -4519,1998/5/17,13.36278185,23.77812175,11.33811752,1.105288227,8.88307871,1109.262245,0.004966803793095882 -4520,1998/5/18,4.546530117,22.24194252,11.88466324,1.323700094,7.988702193,727.1227415,0.0024806485979007053 -4521,1998/5/19,2.987249508,20.53785821,12.27484542,1.638590266,6.998173269,524.1168656,0.0012403242989503527 -4522,1998/5/20,3.129470752,21.08703887,13.21527417,1.761492357,6.976431235,490.8562615,0.0006201621494751763 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-4532,1998/5/30,5.617607975,21.4372006,12.5999454,1.269929712,7.337652153,678.5233863,6.056270990968519e-07 -4533,1998/5/31,5.565455633,22.28165565,12.349953,1.709900697,7.842710022,776.451924,3.0281354954842594e-07 -4534,1998/6/1,1.79533757,23.26290506,11.84594111,1.586581276,8.463277751,423.466731,1.5140677477421297e-07 -4535,1998/6/2,3.55881629,23.97089772,12.92850688,1.268194748,8.531531752,501.860436,7.570338738710649e-08 -4536,1998/6/3,1.746886003,22.56481173,12.90180458,1.03533347,7.820922188,331.3196675,3.785169369355324e-08 -4537,1998/6/4,2.957376317,23.16503168,13.42313121,0.928747933,7.974489327,379.7883015,1.892584684677662e-08 -4538,1998/6/5,2.293733262,22.75778384,13.58817864,0.914401047,7.70866908,320.0655332,9.46292342338831e-09 -4539,1998/6/6,4.54818256,21.90924702,13.01132603,1.002598762,7.441219908,487.2619984,4.731461711694155e-09 -4540,1998/6/7,2.328038206,21.00551943,12.86226977,1.13504548,7.01062214,346.116333,2.3657308558470777e-09 -4541,1998/6/8,0.948015086,21.6144571,12.91351514,1.200127931,7.313792282,200.3277519,1.1828654279235388e-09 -4542,1998/6/9,1.365125919,21.35393568,12.86754409,1.10880762,7.189797086,185.0206542,5.914327139617694e-10 -4543,1998/6/10,1.004372707,22.20332771,13.81180879,1.454665258,7.331500797,141.6712103,2.957163569808847e-10 -4544,1998/6/11,3.149647042,22.97033604,14.36873208,1.708053846,7.558286076,260.6834549,1.4785817849044235e-10 -4545,1998/6/12,3.000288972,24.80015305,14.36145,1.827474481,8.532667331,280.8344398,7.392908924522118e-11 -4546,1998/6/13,3.96169714,24.7452157,14.76065674,1.893542464,8.381751159,360.1042952,3.696454462261059e-11 -4547,1998/6/14,2.555454267,25.26721416,15.16986526,1.945624861,8.531845603,288.621389,1.8482272311305294e-11 -4548,1998/6/15,3.878281936,25.61116494,15.75304376,1.685822702,8.531417654,370.460806,9.241136155652647e-12 -4549,1998/6/16,5.787745392,24.19598395,15.85498357,1.307217803,7.712307203,560.8729615,4.6205680778263236e-12 -4550,1998/6/17,8.975300138,24.27196884,15.46697229,1.103160617,7.889951579,1004.694152,0.0012995515201982733 -4551,1998/6/18,10.79736093,22.45942632,15.4071376,1.025931551,6.88459677,1553.78517,0.00957052922895257 -4552,1998/6/19,3.506441558,22.20396456,14.49486719,1.158686509,7.082626635,896.7348377,0.0047750935792750405 -4553,1998/6/20,4.121497705,21.69713507,14.64343294,0.984777044,6.74039517,844.7061841,0.0023875467896375202 -4554,1998/6/21,9.625767838,22.38270973,15.46656512,1.306330518,6.813467744,1622.346128,0.016866675825673343 -4555,1998/6/22,6.478688979,21.6646087,15.23866635,1.111582678,6.482231177,1458.272533,0.008389665498372235 -4556,1998/6/23,6.527342644,22.49772927,14.99047388,1.193788689,7.062204477,1501.530697,0.0041948327491861176 -4557,1998/6/24,2.617411963,21.76895972,15.09570827,0.924101817,6.600935809,897.4243821,0.0020974163745930588 -4558,1998/6/25,14.44564286,20.76761078,13.98455267,0.642847392,6.460451425,2793.34715,0.061227594086400515 -4559,1998/6/26,14.38189803,21.36008999,14.29132639,0.418176691,6.678888478,3820.287524,0.14902569147321262 -4560,1998/6/27,17.09731533,20.51058439,15.0312948,0.705503565,5.870794655,5493.183771,0.3303403042504573 -4561,1998/6/28,11.93199508,21.44319018,15.09205961,0.548986884,6.40851072,5096.170674,0.34775759228217046 -4562,1998/6/29,7.015581217,21.97765005,15.12680503,0.726526086,6.708044486,3642.132022,0.18267915865308262 -4563,1998/6/30,8.682621287,21.59178465,14.70654588,0.5779946,6.650037558,3693.771853,0.17044230449466752 -4564,1998/7/1,3.340367712,22.40102426,14.52102288,0.649051584,7.175730338,2150.801917,0.08367292161792256 -4565,1998/7/2,15.7581426,22.94605939,15.16545325,1.367649677,7.24713312,4897.198184,0.3725957418106016 -4566,1998/7/3,19.64088068,20.97478116,15.02801447,1.261145916,6.154461984,7408.011398,0.8100219026107833 -4567,1998/7/4,18.95420792,20.12420391,14.65656927,1.403471302,5.800602172,9095.426777,1.1660943569864752 -4568,1998/7/5,10.56642737,19.38310737,14.73923313,1.268369559,5.295845425,6659.959711,0.93242011773781 -4569,1998/7/6,6.747289483,19.83347232,14.85518397,1.329886631,5.527851528,4667.898364,0.5447423470147191 -4570,1998/7/7,6.616730466,21.2425596,15.00675408,1.283425054,6.324295695,3932.760194,0.29121538026554566 -4571,1998/7/8,11.69709609,21.79981375,14.84872048,1.257027204,6.714523308,5121.52626,0.5257908300124673 -4572,1998/7/9,21.74069744,19.63092259,13.94963486,1.318803204,5.8128287,9354.818544,1.5340669669913987 -4573,1998/7/10,23.8103364,18.14258223,13.72196991,1.146959575,5.000593791,13848.91574,2.4866952901989627 -4574,1998/7/11,13.54060907,18.67590722,12.97798412,1.334079491,5.659906119,9837.522068,2.0237766194484452 -4575,1998/7/12,0.535289553,21.20853697,13.57976703,1.261269049,6.854791026,3622.712393,0.9645420299581966 -4576,1998/7/13,0.384749676,22.77120949,14.77674444,1.621581461,7.29290276,2043.537537,0.4822710149790983 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-4586,1998/7/23,7.028184286,21.18734743,15.48207867,1.063622715,6.095254822,1688.483637,0.10307435771672092 -4587,1998/7/24,9.344773593,21.03663023,15.28829401,1.03713358,6.090198248,2245.589935,0.36635238050857305 -4588,1998/7/25,14.08404563,20.60366549,14.92801083,1.070413068,5.986012874,3667.609134,0.9832761592389604 -4589,1998/7/26,18.55875636,20.39528394,14.20533971,0.780563271,6.170787355,5998.218999,1.7795791851915685 -4590,1998/7/27,4.147192731,22.2959466,14.43521694,0.947832426,7.166492618,2857.961218,0.8184979434799381 -4591,1998/7/28,5.399374991,23.31887372,14.78357564,0.944061072,7.610942948,2430.716273,0.40924897173996905 -4592,1998/7/29,4.784835027,23.22830664,15.17217967,0.8547327,7.425850678,2003.248027,0.20462448586998452 -4593,1998/7/30,6.135274998,22.63938044,14.98937501,0.712734582,7.162524811,2041.463459,0.10231224293499226 -4594,1998/7/31,5.055886988,22.37404102,15.3256041,0.843943532,6.883524068,1730.478776,0.05115612146749613 -4595,1998/8/1,11.82822227,21.17246624,14.0527664,1.040981948,6.686427382,3033.168016,0.5728170043432964 -4596,1998/8/2,6.463720924,20.50639918,14.48280724,1.062292614,6.131374376,2298.762598,0.2940232672714761 -4597,1998/8/3,4.352187537,20.54439763,13.80561232,0.973518138,6.428217532,1695.582892,0.14498132664781016 -4598,1998/8/4,13.05107387,20.02707527,14.5675976,0.775588944,5.807852563,3457.295288,0.8599883150080017 -4599,1998/8/5,2.691622548,21.60254673,14.19138897,0.581060498,6.884427151,1639.707171,0.3871849897923476 -4600,1998/8/6,3.051775856,23.33661381,14.66176363,0.876534379,7.68057783,1269.459557,0.1935924948961738 -4601,1998/8/7,12.1135226,22.42617466,15.51496043,0.824783901,6.852309604,2900.183326,0.6526658013813934 -4602,1998/8/8,10.05557779,21.74225667,14.2253219,0.619161129,6.956720548,3039.665773,0.63741599293983 -4603,1998/8/9,4.160572007,21.73708558,14.42665577,0.555407862,6.881550093,1839.052432,0.30000676414454147 -4604,1998/8/10,4.994043664,21.47302069,14.59236979,0.858210792,6.669286574,1690.614178,0.15000338207227074 -4605,1998/8/11,4.120541624,21.35701052,14.90229879,1.234638799,6.479260855,1404.179568,0.07500169103613537 -4606,1998/8/12,10.96241642,21.66641849,15.14329646,1.271774491,6.565697409,2648.263587,0.5016311885404228 -4607,1998/8/13,6.675057048,20.79046998,14.51889603,1.104564881,6.306723682,2161.963926,0.2664960534045762 -4608,1998/8/14,3.946199622,21.08355452,14.45447495,0.717159184,6.507278096,1511.224501,0.1310567157081251 -4609,1998/8/15,5.579182249,21.48517776,13.46552011,0.805922105,7.10088435,1627.23791,0.06552835785406255 -4610,1998/8/16,10.91463193,22.26766733,13.4708117,0.75019773,7.522918137,2699.225007,0.38987744521828793 -4611,1998/8/17,7.365171629,22.53036549,13.89678872,0.841427126,7.527645388,2301.698508,0.17613850939180045 -4612,1998/8/18,6.911684314,22.71378671,14.29716826,0.982386053,7.495669275,2133.526,0.08806925469590023 -4613,1998/8/19,2.437812901,21.73187191,13.21041179,0.489816021,7.330287782,1189.536827,0.04403462734795011 -4614,1998/8/20,5.879603923,22.40258633,13.47984268,0.464234507,7.603983117,1506.738257,0.022017313673975056 -4615,1998/8/21,5.8457021,21.50745831,14.04801765,0.623927661,6.923652442,1507.165556,0.011008656836987528 -4616,1998/8/22,0.89786971,22.56725004,14.11469796,0.870409676,7.489998374,671.0655758,0.005504328418493764 -4617,1998/8/23,10.31431362,22.75756866,14.42378206,0.883682943,7.491802686,1901.065504,0.2697209279128198 -4618,1998/8/24,11.23180098,21.46376104,14.47060519,1.062574932,6.748175048,2537.596184,0.5566953424579236 -4619,1998/8/25,5.737137359,21.50367954,14.49476303,0.942189569,6.764829068,1821.821194,0.25729819116094416 -4620,1998/8/26,6.864154147,21.2865508,14.93825757,0.957586618,6.461396095,1903.890118,0.16873499714337967 -4621,1998/8/27,15.11011927,21.47760581,14.97547071,1.078652958,6.56299761,3818.918833,0.9358460680780135 -4622,1998/8/28,12.55199762,20.48707334,14.57573857,0.894879064,6.139831019,4165.248036,1.110005351647109 -4623,1998/8/29,8.100235748,20.09284384,13.8128488,0.447331522,6.2276813,3352.043809,0.7279787164561099 -4624,1998/8/30,7.139190327,19.09047975,12.94150037,0.15200474,5.999101003,2944.573833,0.48152210433785475 -4625,1998/8/31,1.182933347,18.32139551,12.90953323,0.258931593,5.56406419,1338.091056,0.23343398107484803 -4626,1998/9/1,4.663558365,19.2157918,13.20716028,0.696451934,5.970293781,1631.481994,0.11671699053742401 -4627,1998/9/2,8.058741493,19.09659934,13.29473224,0.819621,5.866829272,2319.963473,0.2963599602422312 -4628,1998/9/3,7.033118416,18.74040034,12.98460121,0.914408978,5.789100912,2273.655239,0.272502937219961 -4629,1998/9/4,10.32286991,19.86359289,11.0719912,0.936817457,7.074375563,3107.252339,0.49026451330834864 -4630,1998/9/5,14.09946354,19.17433558,9.751417828,0.287794092,7.106345989,4467.468184,1.0213405208169903 -4631,1998/9/6,0.416093032,20.32295095,10.1394341,0.121425453,7.567393168,1447.544511,0.4653296508014819 -4632,1998/9/7,5.137811966,20.0099816,10.50809089,0.225779353,7.319696127,1737.430011,0.23266482540074096 -4633,1998/9/8,9.139727349,20.12856004,10.90506362,0.336853978,7.271697645,2496.658342,0.3240847133215038 -4634,1998/9/9,6.460673903,21.50232166,11.47005002,0.685399703,7.808580958,2108.371501,0.1504898052422832 -4635,1998/9/10,0.290843148,22.76646586,11.59628751,0.543006864,8.411062942,802.613919,0.0752449026211416 -4636,1998/9/11,0.20555187,22.64453904,11.94560502,0.721159596,8.262905905,458.1760888,0.0376224513105708 -4637,1998/9/12,0.408277027,22.36034284,11.46920858,0.496477495,8.2509053,326.0840082,0.0188112256552854 -4638,1998/9/13,0.346157692,22.58567078,11.39172116,0.567431903,8.387190273,224.8012681,0.0094056128276427 -4639,1998/9/14,5.125579059,23.15091799,12.09664241,0.656252259,8.491499012,609.8001568,0.00470280641382135 -4640,1998/9/15,9.455642893,21.08806831,12.92028526,0.76551335,7.175414747,1206.296129,0.20146811297378894 -4641,1998/9/16,1.538123925,21.35986555,13.05344264,0.592856481,7.282188558,518.017947,0.09204030709652376 -4642,1998/9/17,0.839703414,22.73600745,13.10924096,0.616382107,8.004423787,296.993513,0.04602015354826188 -4643,1998/9/18,3.642428498,22.85132792,12.90843907,0.494050264,8.129611765,482.9685448,0.02301007677413094 -4644,1998/9/19,5.849454851,21.81888339,12.20255101,0.078825408,7.804636669,732.5899989,0.01150503838706547 -4645,1998/9/20,4.038006182,21.58012256,12.14565086,0.78009353,7.702020147,631.5152592,0.005752519193532735 -4646,1998/9/21,2.541339304,22.23152733,13.21212996,1.383537642,7.721692846,461.6246647,0.0028762595967663676 -4647,1998/9/22,1.005574678,22.27926024,13.31794332,1.206089525,7.717839176,265.6023337,0.0014381297983831838 -4648,1998/9/23,2.347023074,22.0683234,13.46106829,1.159626433,7.560974142,313.4273034,0.0007190648991915919 -4649,1998/9/24,2.813849602,23.10922919,13.72559272,0.724568255,8.044141721,342.8774367,0.00035953244959579595 -4650,1998/9/25,2.457412397,21.91572001,13.21128512,0.400640772,7.569262802,309.7980601,0.00017976622479789797 -4651,1998/9/26,3.686731251,20.10839759,11.48173401,0.354949386,7.162704856,396.2364678,8.988311239894899e-05 -4652,1998/9/27,0.087953344,18.27795777,9.182491656,0.028853807,6.906730713,137.232492,4.4941556199474494e-05 -4653,1998/9/28,0.0,21.10031714,7.715683675,0.362523627,8.56354327,71.413313,2.2470778099737247e-05 -4654,1998/9/29,0.0,22.10656412,7.967585595,0.57898209,8.978712778,44.96555965,1.1235389049868623e-05 -4655,1998/9/30,0.0,21.2864145,8.541678558,0.461481719,8.49757312,29.1673926,5.617694524934312e-06 -4656,1998/10/1,1.918502864,21.5928461,9.01564758,0.596139043,8.547241167,98.10069145,2.808847262467156e-06 -4657,1998/10/2,1.647060938,20.06951293,8.615709727,0.369244112,7.92431511,98.85790885,1.404423631233578e-06 -4658,1998/10/3,0.699662552,19.93970995,8.682224241,0.592077533,7.852998854,59.93428254,7.02211815616789e-07 -4659,1998/10/4,0.130603833,20.07531624,7.802708761,0.769763618,8.109222547,28.60502302,3.511059078083945e-07 -4660,1998/10/5,0.105499069,20.35561207,8.199724174,0.316335875,8.161492753,18.25603584,1.7555295390419724e-07 -4661,1998/10/6,0.014404942,19.66719581,10.30837724,0.590122449,7.324065542,10.5899231,8.777647695209862e-08 -4662,1998/10/7,0.035670333,19.83377088,10.44251659,0.603946123,7.374739074,7.362452828,4.388823847604931e-08 -4663,1998/10/8,0.624546543,20.56035895,10.5196416,0.480131108,7.723066028,17.53637878,2.1944119238024655e-08 -4664,1998/10/9,0.841105587,19.86656555,9.156996758,0.698338725,7.734719011,23.34802798,1.0972059619012328e-08 -4665,1998/10/10,0.283335483,20.20604156,9.468859821,0.879273826,7.827348285,12.9727969,5.486029809506164e-09 -4666,1998/10/11,0.4815571,21.02024256,10.13682846,1.203345181,8.064147063,14.02041636,2.743014904753082e-09 -4667,1998/10/12,0.348672146,20.10516525,10.15927996,0.695503298,7.610378511,11.10907184,1.371507452376541e-09 -4668,1998/10/13,1.732658746,18.20661054,9.866713785,0.27611524,6.7410227,36.2744777,6.857537261882705e-10 -4669,1998/10/14,3.645480076,17.87914956,8.690232091,0.560931426,6.912744883,103.4989902,3.4287686309413524e-10 -4670,1998/10/15,0.265996044,18.00791559,8.601836924,1.014384535,7.002575993,35.05896941,1.7143843154706762e-10 -4671,1998/10/16,0.24114591,19.5700257,9.639769108,1.059392468,7.500124536,21.0803117,8.571921577353381e-11 -4672,1998/10/17,8.642861154,19.97977923,10.23396125,1.002061813,7.549619592,346.9066453,0.020419315161993072 -4673,1998/10/18,22.96565784,17.48385742,10.8357894,1.019185953,6.059437791,2244.01304,0.34358806730137365 -4674,1998/10/19,13.39678804,14.9568473,9.395818729,0.338733182,5.200992791,2647.497756,0.463357000726745 -4675,1998/10/20,4.237769824,13.33849045,8.463085842,0.343021475,4.665285999,1498.928902,0.22637463948902442 -4676,1998/10/21,0.793177742,13.92567477,5.494383057,0.505828353,5.883897008,687.6849848,0.11318731974451221 -4677,1998/10/22,0.357954267,14.5230302,5.616733439,0.436828772,6.129955681,398.9461169,0.056593659872256105 -4678,1998/10/23,0.0,15.56036223,5.696413979,0.603240501,6.58410392,227.7833566,0.028296829936128053 -4679,1998/10/24,0.032667669,16.6715836,4.961862145,0.682962084,7.225307363,148.4318392,0.014148414968064026 -4680,1998/10/25,0.05464492,16.79479489,5.492792155,0.58181706,7.183548041,100.0267731,0.007074207484032013 -4681,1998/10/26,0.241366612,16.80662768,6.614716673,0.678606741,6.959114487,82.4227293,0.0035371037420160066 -4682,1998/10/27,0.072481689,16.5024927,6.265068173,0.897369234,6.901184628,50.46278244,0.0017685518710080033 -4683,1998/10/28,0.004666355,16.95238563,4.711354762,1.178125253,7.407701941,30.0065724,0.0008842759355040016 -4684,1998/10/29,0.012108594,16.30125314,4.443959863,0.926999959,7.177627937,19.71708318,0.0004421379677520008 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-5796,2001/11/14,0.308856147,9.104700611,0.026137461,0.63616821,5.026176898,57.18214743,0.00015375709023357856 -5797,2001/11/15,0.003380806,11.26913327,-0.613631634,0.719653888,5.948956585,24.99328911,7.687854511678928e-05 -5798,2001/11/16,0.0,12.05938445,-0.723408329,0.759296595,6.263699347,14.91591351,3.843927255839464e-05 -5799,2001/11/17,0.074276682,12.106866,-0.963342069,0.70053896,6.310523427,12.49937198,1.921963627919732e-05 -5800,2001/11/18,0.501070452,10.87547075,-2.219005229,0.785739257,5.982888371,24.76825947,9.60981813959866e-06 -5801,2001/11/19,0.005946083,9.093714656,-2.714898537,0.635568641,5.391430816,8.852480868,4.80490906979933e-06 -5802,2001/11/20,0.005901344,10.26457065,-3.364983781,0.576196768,5.866526414,4.937202328,2.402454534899665e-06 -5803,2001/11/21,0.011539992,10.9419076,-2.1692752,0.751428908,6.009930591,3.36530287,1.2012272674498325e-06 -5804,2001/11/22,0.141203958,11.55450359,-1.18113491,0.763545316,6.139380247,5.426823133,6.006136337249162e-07 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-5813,2001/12/1,0.001277716,12.22436328,-1.905259317,1.087477057,6.480058197,0.692471656,1.173073503368977e-09 -5814,2001/12/2,0.098279515,13.40641484,-0.107531778,1.19816335,6.750697654,1.322776574,5.865367516844885e-10 -5815,2001/12/3,0.077411674,13.16129964,0.237031063,1.256537457,6.617247918,1.14248779,2.9326837584224425e-10 -5816,2001/12/4,0.039543808,14.13218003,0.537901212,1.422283522,6.96484404,0.732139656,1.4663418792112213e-10 -5817,2001/12/5,0.139157631,13.82842479,0.084222662,1.332419567,6.899637201,1.30909878,7.331709396056106e-11 -5818,2001/12/6,0.01704579,13.30075345,-0.574820054,1.190816394,6.768285448,0.536420358,3.665854698028053e-11 -5819,2001/12/7,0.262913968,13.00676117,-0.165317976,1.170524218,6.612043997,1.903624075,1.8329273490140266e-11 -5820,2001/12/8,0.129209466,12.79062434,1.561864306,0.991884031,6.29693172,1.353320603,9.164636745070133e-12 -5821,2001/12/9,0.075708653,12.44306379,-0.322410296,0.903158366,6.415657015,0.911493053,4.5823183725350665e-12 -5822,2001/12/10,0.000295188,12.62373382,-1.533050845,0.992327679,6.61203253,0.364843788,2.2911591862675332e-12 -5823,2001/12/11,0.003032972,12.47104806,-1.632353434,0.986738577,6.565477801,0.224939411,1.1455795931337666e-12 -5824,2001/12/12,0.005801789,12.75160167,-1.624436856,0.997421075,6.671310652,0.162961679,5.727897965668833e-13 -5825,2001/12/13,0.263968184,12.56564579,-1.215439446,0.907685058,6.564396191,1.208983683,2.8639489828344165e-13 -5826,2001/12/14,0.024783284,12.44229916,-0.42799987,1.112672295,6.434820494,0.432576661,1.4319744914172083e-13 -5827,2001/12/15,0.141251816,12.58522286,0.726532705,1.226502785,6.346308085,0.750293017,7.159872457086041e-14 -5828,2001/12/16,0.307078948,12.18254752,0.623225952,1.333970988,6.20202249,1.579033818,3.579936228543021e-14 -5829,2001/12/17,0.65582046,12.0295981,-0.783017981,1.00187943,6.320375384,4.063567655,1.7899681142715103e-14 -5830,2001/12/18,0.009695086,12.05037617,-1.121529406,0.823984905,6.365966225,1.149834406,8.949840571357552e-15 -5831,2001/12/19,0.046417381,12.89468372,-1.004842465,0.862194042,6.675528901,0.785959734,4.474920285678776e-15 -5832,2001/12/20,0.954980984,12.70124417,-0.476070738,0.951863723,6.546629299,6.625795966,2.237460142839388e-15 -5833,2001/12/21,3.308049098,8.31845896,-2.471356488,0.731294412,5.134606978,45.17408855,1.118730071419694e-15 -5834,2001/12/22,1.184014886,4.885114186,-3.893152388,0.612374846,4.089308648,34.2746861,5.59365035709847e-16 -5835,2001/12/23,0.011342313,8.386252848,-4.295853743,0.611297433,5.332001386,10.85479541,2.796825178549235e-16 -5836,2001/12/24,0.141692536,9.133039755,-4.195308068,0.789588968,5.583434565,8.237159001,1.3984125892746175e-16 -5837,2001/12/25,0.111851394,9.445169605,-3.575306089,0.922504763,5.645989298,6.083729805,6.992062946373087e-17 -5838,2001/12/26,0.025222982,9.759719595,-3.130802802,0.832094553,5.7210382,3.429666059,3.4960314731865436e-17 -5839,2001/12/27,0.011004872,10.16441062,-3.984093429,0.780725856,5.930450633,2.118083114,1.7480157365932718e-17 -5840,2001/12/28,0.1278473,9.809936235,-4.012432229,0.773015286,5.80834706,2.938537864,8.740078682966359e-18 -5841,2001/12/29,0.265367441,9.616822805,-3.986515287,1.071774429,5.739160392,4.488140195,4.3700393414831795e-18 -5842,2001/12/30,0.005509168,9.589251861,-4.08556319,1.18581163,5.736775327,1.560639411,2.1850196707415898e-18 -5843,2001/12/31,0.109647639,9.731130313,-4.183436972,1.108227505,5.793210697,1.976339599,1.0925098353707949e-18 -5844,2002/1/1,0.241892547,10.08345653,-4.060159716,0.619073706,5.908316278,3.241605698,5.462549176853974e-19 -5845,2002/1/2,0.949158594,8.280880652,-3.428296473,0.541988168,5.224682702,11.62703074,2.731274588426987e-19 -5846,2002/1/3,0.01733975,9.30684191,-4.481297692,0.583147645,5.665757623,3.2989374,1.3656372942134936e-19 -5847,2002/1/4,0.05456204,9.594429082,-4.41684465,0.75464036,5.761078414,2.097680829,6.828186471067468e-20 -5848,2002/1/5,0.0,9.85974755,-4.671121588,0.820256984,5.868376095,1.072797665,3.414093235533734e-20 -5849,2002/1/6,0.0,9.62713497,-5.040351632,0.346877213,5.808702545,0.665036738,1.707046617766867e-20 -5850,2002/1/7,2.04e-05,10.02419664,-4.396824709,0.532187282,5.908565711,0.430509316,8.535233088834335e-21 -5851,2002/1/8,0.471326186,10.42501362,-3.194029224,0.681893205,5.964932363,3.997318216,4.2676165444171675e-21 -5852,2002/1/9,1.874336079,8.256623583,-3.129450947,0.578503478,5.185810226,21.93467323,2.1338082722085838e-21 -5853,2002/1/10,2.181937722,7.146604348,-3.962481555,0.607647255,4.877587528,42.70614233,1.0669041361042919e-21 -5854,2002/1/11,0.161420137,8.455589294,-5.46110562,0.908514351,5.432093545,14.60204039,5.334520680521459e-22 -5855,2002/1/12,0.350302842,8.987419769,-4.707234453,0.723173664,5.567549799,12.7153504,2.6672603402607297e-22 -5856,2002/1/13,0.159866197,10.53191394,-4.306647404,0.915310795,6.077415527,8.108648777,1.3336301701303649e-22 -5857,2002/1/14,0.046491124,11.44052453,-1.554637103,1.380829596,6.184437544,4.519542636,6.668150850651824e-23 -5858,2002/1/15,0.017728713,11.61203604,-1.92263691,1.481817645,6.283433136,2.721329694,3.334075425325912e-23 -5859,2002/1/16,0.040087211,12.6039043,-2.2477152,1.600447235,6.678006513,2.13434095,1.667037712662956e-23 -5860,2002/1/17,0.05154004,12.01835941,-0.995784452,1.726903629,6.34095794,1.757491031,8.33518856331478e-24 -5861,2002/1/18,0.040528137,12.71847292,-1.129391428,1.609569161,6.619332186,1.295850328,4.16759428165739e-24 -5862,2002/1/19,0.001076014,13.3894739,-1.193830619,1.506905063,6.878971988,0.646582169,2.083797140828695e-24 -5863,2002/1/20,0.180480174,12.78620342,-1.161692584,1.133560453,6.645852133,1.938772006,1.0418985704143475e-24 -5864,2002/1/21,0.007976079,12.27805174,-1.803054213,1.341001853,6.513730356,0.687930552,5.209492852071738e-25 -5865,2002/1/22,0.029947409,11.35439674,-1.232786845,1.284582925,6.110049556,0.554750195,2.604746426035869e-25 -5866,2002/1/23,1.075283402,9.486302195,-0.035853177,1.231894966,5.235211465,9.150503457,1.3023732130179344e-25 -5867,2002/1/24,0.372838944,9.365816316,-1.708521851,1.269430787,5.419883591,5.988377896,6.511866065089672e-26 -5868,2002/1/25,0.000526987,9.108133013,-3.858750472,1.015744005,5.537006006,1.934998073,3.255933032544836e-26 -5869,2002/1/26,0.712999729,9.348116003,-3.507735539,1.193001759,5.591670866,8.104171719,1.627966516272418e-26 -5870,2002/1/27,0.00048815,10.22796848,-4.530665524,1.212288828,5.969030044,2.360971176,8.13983258136209e-27 -5871,2002/1/28,0.180399257,10.39995864,-2.513040613,1.29749562,5.877851061,2.865516555,4.069916290681045e-27 -5872,2002/1/29,0.052928795,10.02268072,-1.406413529,1.28081407,5.621052419,1.608403541,2.0349581453405225e-27 -5873,2002/1/30,1.710274287,9.00996576,-2.593456733,1.625144302,5.380490308,19.68229866,1.0174790726702613e-27 -5874,2002/1/31,0.91714254,8.404494016,-4.135913045,1.228558335,5.30604058,18.2284906,5.087395363351306e-28 -5875,2002/2/1,0.425041422,9.185795066,-4.608963357,0.890854744,5.606448543,11.98721886,2.543697681675653e-28 -5876,2002/2/2,1.185018181,9.553166836,-3.86735927,1.289305225,5.680778169,24.07649491,1.2718488408378266e-28 -5877,2002/2/3,0.056754585,10.88261054,-2.550776867,1.590586318,6.045853642,8.163570746,6.359244204189133e-29 -5878,2002/2/4,0.0,12.05269621,-3.995315976,1.148985071,6.564674588,3.885333257,3.1796221020945665e-29 -5879,2002/2/5,0.016618347,11.4197905,-4.139095879,1.407915608,6.346751993,2.624572869,1.5898110510472832e-29 -5880,2002/2/6,0.04522318,12.77654856,-3.84028494,1.677720766,6.809890799,2.158026223,7.949055255236416e-30 -5881,2002/2/7,6.69e-05,13.7692684,-3.316565203,1.528192457,7.137949819,1.167183096,3.974527627618208e-30 -5882,2002/2/8,0.000139621,14.99825855,-1.503563622,1.443416384,7.4755845,0.731788177,1.987263813809104e-30 -5883,2002/2/9,0.021104315,15.85906777,-1.056151554,1.612830087,7.767474743,0.648950044,9.93631906904552e-31 -5884,2002/2/10,0.391893368,15.41207406,-1.545122773,1.215215275,7.629827106,3.456229681,4.96815953452276e-31 -5885,2002/2/11,0.002544137,15.41446823,-1.351671042,1.242068946,7.613842005,0.985115877,2.48407976726138e-31 -5886,2002/2/12,0.013070829,15.87436484,-0.176460277,1.654272001,7.691917421,0.559989117,1.24203988363069e-31 -5887,2002/2/13,0.020108704,15.89226245,-0.81749105,1.692258957,7.749788827,0.431242774,6.21019941815345e-32 -5888,2002/2/14,0.02386247,14.47612328,-1.498971785,0.910769518,7.260895777,0.348572412,3.105099709076725e-32 -5889,2002/2/15,2.762489677,13.68798859,-0.427175056,1.150008699,6.862149388,25.88674659,1.5525498545383625e-32 -5890,2002/2/16,0.551803129,12.69669772,-0.650729858,0.765348712,6.504266039,13.72943458,7.762749272691813e-33 -5891,2002/2/17,0.240137733,13.31740662,-0.259269972,0.987053129,6.696366649,7.757069015,3.881374636345906e-33 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-5901,2002/2/27,0.067655878,14.1679597,0.02609441,1.576925157,6.961345019,5.751206473,3.790404918306549e-36 -5902,2002/2/28,0.011991475,14.36019963,-1.173047874,1.44126981,7.144663224,2.807773937,1.8952024591532746e-36 -5903,2002/3/1,0.105570261,14.6226564,-1.164139,1.449950054,7.239140754,2.898247567,9.476012295766373e-37 -5904,2002/3/2,0.302249824,15.70936687,0.83867938,1.552197593,7.464612933,4.679974159,4.7380061478831864e-37 -5905,2002/3/3,0.844446622,15.82692304,1.273597708,1.701787887,7.458914204,11.35028062,2.3690030739415932e-37 -5906,2002/3/4,0.084250487,14.0217457,-0.005830453,1.448136076,6.890735564,4.188769331,1.1845015369707966e-37 -5907,2002/3/5,0.831649473,13.79181333,-0.283112059,0.799687274,6.828201343,11.57053406,5.922507684853983e-38 -5908,2002/3/6,1.273406517,11.68369286,-2.019392411,0.51870127,6.206679653,21.13857794,2.9612538424269915e-38 -5909,2002/3/7,1.173438952,5.815760145,-3.978974541,0.362264575,4.337672704,25.36988805,1.4806269212134958e-38 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-6018,2002/6/24,5.638642044,23.83379078,13.54378956,0.916787374,8.254820438,590.7916767,4.1300458952188266e-05 -6019,2002/6/25,10.07456866,23.21507638,14.33678614,1.280928382,7.685333118,1234.582477,0.03743492397461681 -6020,2002/6/26,7.98345854,22.15526238,14.73846818,1.125776003,6.96061358,1333.42989,0.03680965374890843 -6021,2002/6/27,10.09920176,20.91191812,14.68789915,0.851571701,6.262154281,1856.741412,0.09099352485085313 -6022,2002/6/28,9.167639659,21.57220198,14.77547757,0.733962102,6.612271488,2076.885263,0.10269590769635255 -6023,2002/6/29,5.242298426,22.26479365,13.588172,0.861906491,7.419223049,1550.083947,0.05069225124978999 -6024,2002/6/30,12.04358208,22.57737008,14.67161976,1.09134019,7.220061058,2754.617901,0.1403388610396679 -6025,2002/7/1,6.381851338,22.21990136,14.40896135,0.687210688,7.11533474,2061.731341,0.06879871718222635 -6026,2002/7/2,7.163060579,22.0688283,15.13435162,0.853650202,6.757427495,2084.881633,0.045636527701178306 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-6135,2002/10/19,2.42387913,16.81802647,8.28733783,0.985303561,6.522578333,170.9594812,1.2201707723076741e-05 -6136,2002/10/20,1.498740993,16.98378072,7.732257513,1.206919407,6.75287252,129.8787889,6.1008538615383705e-06 -6137,2002/10/21,3.891749328,17.23864919,7.056919537,1.377078848,7.038861754,259.0387545,3.0504269307691852e-06 -6138,2002/10/22,4.097443445,15.39627554,4.25716401,1.505555546,6.795606535,330.7039881,1.5252134653845926e-06 -6139,2002/10/23,3.188323076,13.94022053,3.713417577,0.803732021,6.279257305,314.2467266,7.626067326922963e-07 -6140,2002/10/24,0.464644275,15.48524712,4.901653026,0.726214937,6.719487663,133.2731793,3.8130336634614815e-07 -6141,2002/10/25,0.464377963,15.87580625,5.604784815,0.533058364,6.752601623,89.64512758,1.9065168317307408e-07 -6142,2002/10/26,1.537345159,15.45024279,4.835694516,0.84782935,6.724660603,129.6697303,9.532584158653704e-08 -6143,2002/10/27,1.066572037,14.8951364,5.275171607,1.010539434,6.39214369,104.4931375,4.766292079326852e-08 -6144,2002/10/28,11.18576368,14.65689243,4.943053318,1.001462984,6.361051254,828.3663429,0.08644159468255404 -6145,2002/10/29,0.275711279,14.63303833,4.084074213,0.938154261,6.526385439,235.1313845,0.042446435626894014 -6146,2002/10/30,0.063197023,15.36481208,3.176494872,0.879206164,6.996266044,107.9593822,0.021223217813447007 -6147,2002/10/31,0.042196131,15.31253395,3.338586397,0.653745788,6.952256942,66.71811308,0.010611608906723503 -6148,2002/11/1,0.863065537,15.52786678,3.811873415,0.518374477,6.967955779,90.37725485,0.005305804453361752 -6149,2002/11/2,10.75531044,13.29487778,4.229476131,0.550384677,5.929870583,808.0593389,0.09136012591665105 -6150,2002/11/3,3.623711117,10.64502049,1.188696408,0.335009799,5.410446338,532.9461106,0.044864699823774445 -6151,2002/11/4,0.38320093,8.530756137,-0.045165158,0.45118635,4.791223359,207.6035262,0.022432349911887223 -6152,2002/11/5,4.57e-05,10.11263416,-0.916451763,0.597761878,5.523857978,101.707116,0.011216174955943611 -6153,2002/11/6,0.027402466,11.04058441,-1.789717856,0.539722405,5.968169127,64.94569788,0.005608087477971806 -6154,2002/11/7,0.021170304,11.78124563,-1.296129061,0.399808808,6.194276116,42.58378845,0.002804043738985903 -6155,2002/11/8,0.009859213,12.83687327,0.789614645,0.674838828,6.353717192,27.60793049,0.0014020218694929514 -6156,2002/11/9,6.93e-05,13.1690513,0.026441034,0.905567035,6.581399647,17.67079458,0.0007010109347464757 -6157,2002/11/10,0.00256447,13.59532456,0.201758143,0.887164774,6.729107045,11.57898103,0.00035050546737323785 -6158,2002/11/11,0.014237034,13.98871176,1.234401621,0.881915042,6.759357504,8.033415339,0.00017525273368661893 -6159,2002/11/12,0.737406772,14.50450841,3.716914627,0.719845377,6.586248077,30.80212411,8.762636684330946e-05 -6160,2002/11/13,0.914097396,14.60493182,5.876640842,1.187936796,6.176004452,40.2788408,4.381318342165473e-05 -6161,2002/11/14,1.949804817,14.14844049,1.661511035,1.514343592,6.774811227,80.70225807,2.1906591710827366e-05 -6162,2002/11/15,0.038450739,11.89720709,-1.970637693,1.017393102,6.325401012,24.06969766,1.0953295855413683e-05 -6163,2002/11/16,0.018903063,11.31317044,-2.702030622,0.458725253,6.177938107,12.08532196,5.4766479277068415e-06 -6164,2002/11/17,0.851994951,9.209484336,-1.640776564,0.778822357,5.309966993,31.62797213,2.7383239638534207e-06 -6165,2002/11/18,0.521541053,10.13781432,-0.481626828,0.928808779,5.509585257,25.27132013,1.3691619819267104e-06 -6166,2002/11/19,0.622879344,11.19532137,0.548391517,0.780940859,5.773629511,26.27372048,6.845809909633552e-07 -6167,2002/11/20,0.226748647,11.48430167,-1.401069331,0.80495062,6.131415982,15.14754275,3.422904954816776e-07 -6168,2002/11/21,0.108338761,9.965760641,-2.915096559,0.702108499,5.725738462,9.076442389,1.711452477408388e-07 -6169,2002/11/22,0.003878459,10.46679965,-1.598861169,0.909708151,5.780034036,4.558046567,8.55726238704194e-08 -6170,2002/11/23,0.057600713,11.30118801,-0.325876412,0.959559762,5.945245545,3.897768792,4.27863119352097e-08 -6171,2002/11/24,1.298166035,11.73186767,0.156423143,0.63073196,6.050650681,27.926353,2.139315596760485e-08 -6172,2002/11/25,6.424940498,9.863151189,2.158870168,0.713651011,4.952047678,210.6388445,0.010975882578107369 -6173,2002/11/26,6.704273002,8.47212015,0.082857872,0.777111177,4.793063543,403.1594939,0.022462424441098146 -6174,2002/11/27,2.272489897,7.207064511,-1.883161928,0.745689036,4.625866802,252.9707868,0.011155468791753529 -6175,2002/11/28,0.967312348,9.098185934,-1.213602239,0.833206107,5.237023217,148.5311708,0.0055777343958767645 -6176,2002/11/29,0.375742045,10.92820195,0.944631604,0.922578368,5.627558972,85.00539528,0.0027888671979383823 -6177,2002/11/30,0.045689721,11.69770933,2.143346362,1.113669542,5.735437985,44.70418335,0.0013944335989691911 -6178,2002/12/1,0.804440138,12.85454496,1.864783782,1.37120112,6.262520877,67.19993561,0.0006972167994845956 -6179,2002/12/2,0.205886653,12.66300771,-1.043331175,1.107583085,6.565115321,36.40154394,0.0003486083997422978 -6180,2002/12/3,0.0006363,12.04045376,-1.903811359,0.893553985,6.415865176,17.72020595,0.0001743041998711489 -6181,2002/12/4,0.001403706,12.66354462,-0.945390638,1.226007555,6.559392054,10.92492095,8.715209993557445e-05 -6182,2002/12/5,0.087311277,12.66267841,-0.29117601,1.329550872,6.489827684,9.857457654,4.357604996778722e-05 -6183,2002/12/6,0.679580947,12.75857998,0.203056105,1.399175951,6.469693004,25.58708765,2.178802498389361e-05 -6184,2002/12/7,0.419657397,12.56164008,-1.257374978,1.171590613,6.557561562,20.06156075,1.0894012491946806e-05 -6185,2002/12/8,0.260758388,11.78514748,-1.669268336,0.584577788,6.308199982,13.9618379,5.447006245973403e-06 -6186,2002/12/9,1.353170035,9.663090357,-0.680321984,0.868219302,5.395295467,40.99315282,2.7235031229867014e-06 -6187,2002/12/10,2.942299006,9.066187454,-2.547455668,1.143818828,5.402340654,103.7563412,1.3617515614933507e-06 -6188,2002/12/11,1.836651475,8.792121244,-3.968808122,0.437620984,5.436225421,95.03385272,6.808757807466754e-07 -6189,2002/12/12,0.759805309,8.744272278,-1.966808514,0.608576506,5.222443234,57.93499677,3.404378903733377e-07 -6190,2002/12/13,0.060374128,9.019375839,-2.278996003,0.793082987,5.360166149,24.37445845,1.7021894518666884e-07 -6191,2002/12/14,0.039969824,9.654087744,-2.081836209,0.770229663,5.571447752,14.53107209,8.510947259333442e-08 -6192,2002/12/15,0.023104863,10.37567504,-1.031716667,0.814673062,5.719446953,9.360974748,4.255473629666721e-08 -6193,2002/12/16,0.420672486,9.517231501,-0.286636374,0.902852259,5.289848436,17.03513857,2.1277368148333605e-08 -6194,2002/12/17,0.138379355,9.527497888,-1.848659646,1.096231341,5.501985826,9.910703782,1.0638684074166802e-08 -6195,2002/12/18,0.024715866,9.339506463,-2.808442831,1.13337207,5.535688525,5.007458385,5.319342037083401e-09 -6196,2002/12/19,0.045998809,8.736743186,-3.416439174,1.211648742,5.378594748,3.766430768,2.6596710185417006e-09 -6197,2002/12/20,0.028691753,8.867233356,-4.482302726,1.309119779,5.509055751,2.558417931,1.3298355092708503e-09 -6198,2002/12/21,0.070473415,8.609733678,-5.169591132,1.148933686,5.465518732,2.618213934,6.649177546354252e-10 -6199,2002/12/22,0.009635654,8.732763575,-6.015781439,1.011943334,5.550418116,1.320685334,3.324588773177126e-10 -6200,2002/12/23,0.000772803,8.908443874,-5.990299513,0.939284001,5.608532808,0.742673935,1.662294386588563e-10 -6201,2002/12/24,0.019535502,8.51618526,-5.309383677,0.696271222,5.443812822,0.7208183,8.311471932942814e-11 -6202,2002/12/25,3.461820214,8.470944176,-3.197056699,0.743005641,5.267908106,62.75790011,4.155735966471407e-11 -6203,2002/12/26,0.087922847,8.316950132,-5.004591958,0.889737259,5.359131931,17.17809212,2.0778679832357036e-11 -6204,2002/12/27,0.080491246,7.692793563,-4.506058211,0.980574144,5.112147838,8.84179807,1.0389339916178518e-11 -6205,2002/12/28,0.068879934,7.160942303,-2.951363874,1.045393131,4.777490724,6.027316139,5.194669958089259e-12 -6206,2002/12/29,0.486993345,7.958295844,-4.449616265,0.952869643,5.199140448,12.15275097,2.5973349790446295e-12 -6207,2002/12/30,0.0,8.524261079,-5.098563641,0.963206712,5.436389576,4.1970326,1.2986674895223148e-12 -6208,2002/12/31,0.005268952,9.962446893,-4.414617955,0.844464639,5.88872154,2.357399564,6.493337447611574e-13 -6209,2003/1/1,2.30593,9.144836716,-2.643926651,0.936575048,5.455978325,43.51935505,3.246668723805787e-13 -6210,2003/1/2,0.440180144,8.322126002,-3.940300189,0.719002216,5.284468196,20.31750561,1.6233343619028934e-13 -6211,2003/1/3,0.001170622,8.578267413,-3.894227189,0.728441806,5.369810552,7.307067432,8.116671809514467e-14 -6212,2003/1/4,1.580686497,9.623834155,-1.616866727,0.909309058,5.518182544,36.9577386,4.0583359047572336e-14 -6213,2003/1/5,3.346006064,6.904035956,-3.183668552,0.946406063,4.713535814,102.2535043,2.0291679523786168e-14 -6214,2003/1/6,0.000533088,6.781629579,-5.655256573,0.512343644,4.888233152,27.25292859,1.0145839761893084e-14 -6215,2003/1/7,0.002620635,7.600978613,-3.923508411,0.925514668,5.032140035,13.00200003,5.072919880946542e-15 -6216,2003/1/8,0.020012906,9.467496159,-3.475391889,1.228315876,5.646777363,8.56734227,2.536459940473271e-15 -6217,2003/1/9,0.060750187,9.704298361,-5.007248902,0.811805436,5.83240631,6.746486668,1.2682299702366355e-15 -6218,2003/1/10,0.003321833,8.888073463,-4.41941682,0.865927382,5.515244842,3.85539613,6.3411498511831775e-16 -6219,2003/1/11,0.537453937,9.190046941,-3.699896009,0.882808822,5.565922896,13.07924986,3.1705749255915887e-16 -6220,2003/1/12,0.144160125,9.259650462,-4.375543306,1.012761837,5.639578286,6.870985248,1.5852874627957944e-16 -6221,2003/1/13,0.411629006,9.53589565,-4.003582523,1.059294024,5.709110017,10.2701854,7.926437313978972e-17 -6222,2003/1/14,0.352148959,9.292600649,-4.983298016,0.929945826,5.687331729,9.645637001,3.963218656989486e-17 -6223,2003/1/15,0.227608231,8.97725832,-5.153591324,0.712332302,5.588788977,7.172958007,1.981609328494743e-17 -6224,2003/1/16,1.89169451,9.268820335,-4.234835735,0.711784494,5.630293301,38.63167877,9.908046642473715e-18 -6225,2003/1/17,0.244291437,11.06234132,-3.323275973,0.69629454,6.197187086,15.22868571,4.9540233212368574e-18 -6226,2003/1/18,0.198306238,12.01847333,-2.55262236,0.632787266,6.48447669,9.792452699,2.4770116606184287e-18 -6227,2003/1/19,0.00549761,12.44245909,-2.800271438,0.877831551,6.657056457,4.512183746,1.2385058303092144e-18 -6228,2003/1/20,0.00128127,12.75635529,-3.450677284,0.959666481,6.812113358,2.695089828,6.192529151546072e-19 -6229,2003/1/21,0.046015599,12.15389129,-3.945843821,1.332658005,6.62230738,2.348386817,3.096264575773036e-19 -6230,2003/1/22,0.001325642,11.04126951,-4.492241482,0.646809078,6.257218405,1.286120899,1.548132287886518e-19 -6231,2003/1/23,0.362454743,10.07499191,-3.20961317,1.432459699,5.828768396,4.937430556,7.74066143943259e-20 -6232,2003/1/24,0.073499645,10.10029502,-3.030762317,1.592310059,5.821560979,2.318725028,3.870330719716295e-20 -6233,2003/1/25,5.16e-07,10.9712987,-2.811422465,1.482297588,6.115264755,0.967205491,1.9351653598581474e-20 -6234,2003/1/26,0.000906124,11.55476488,-4.358615847,1.351408646,6.424707495,0.579956877,9.675826799290737e-21 -6235,2003/1/27,0.113601308,11.64500532,-3.977821873,0.945802157,6.43424262,1.296323166,4.8379133996453686e-21 -6236,2003/1/28,0.042666452,11.55058935,-2.097359256,1.220554017,6.260456571,0.783208013,2.4189566998226843e-21 -6237,2003/1/29,0.831515956,12.39779563,0.107546585,1.614180732,6.341665086,7.173285934,1.2094783499113421e-21 -6238,2003/1/30,1.010425944,10.41198868,-0.640719351,1.662465016,5.670536015,12.36567869,6.047391749556711e-22 -6239,2003/1/31,0.029865134,10.5208482,-2.199256989,1.266758629,5.887181007,3.709990459,3.0236958747783554e-22 -6240,2003/2/1,0.003434738,12.37233467,-1.898193882,1.191739473,6.539316827,1.750029851,1.5118479373891777e-22 -6241,2003/2/2,0.0,13.45931518,-1.836947838,1.289904622,6.936856375,1.064176345,7.559239686945888e-23 -6242,2003/2/3,0.011628545,13.45501048,-1.2132284,1.132182801,6.879895864,0.777903109,3.779619843472944e-23 -6243,2003/2/4,0.04082065,12.35071772,-1.191637329,1.032884774,6.458891188,0.75433067,1.889809921736472e-23 -6244,2003/2/5,3.04296811,9.17897918,-0.529877173,0.810554615,5.173553695,35.83371556,9.44904960868236e-24 -6245,2003/2/6,4.935742833,6.863262466,-2.569215164,1.023993685,4.59592809,129.2616786,9.599480847183962e-05 -6246,2003/2/7,0.110404133,9.630723741,-4.242361896,1.216436468,5.724629337,36.28271048,4.7983845372681286e-05 -6247,2003/2/8,0.026306519,10.68413876,-2.255158619,1.591527234,5.936611248,16.67336022,2.3991922686340643e-05 -6248,2003/2/9,0.063818814,11.41979948,-2.403271329,1.274562437,6.215605001,11.4909327,1.1995961343170321e-05 -6249,2003/2/10,0.01105193,11.75295681,-2.920720394,1.179814058,6.375146584,6.986586318,5.997980671585161e-06 -6250,2003/2/11,0.020771431,11.45518389,-2.550217268,0.953584186,6.23609044,4.775063767,2.9989903357925804e-06 -6251,2003/2/12,3.587334615,10.99308309,-2.44444798,1.084816272,6.057080262,90.41485715,1.4994951678962902e-06 -6252,2003/2/13,3.40852521,10.65596137,-1.463818087,1.248771018,5.833943934,138.3060723,7.497475839481451e-07 -6253,2003/2/14,2.805489402,10.61399938,-1.713035921,1.337132315,5.842990312,153.7094789,3.7487379197407255e-07 -6254,2003/2/15,0.134878462,10.6643794,-3.409807366,1.424062069,6.009873533,52.05298454,1.8743689598703627e-07 -6255,2003/2/16,0.089723301,12.26590368,-3.021394338,1.088552635,6.551609428,28.57534758,9.371844799351814e-08 -6256,2003/2/17,0.017198494,13.52940418,-3.045854406,1.037843047,7.007499831,17.00789537,4.685922399675907e-08 -6257,2003/2/18,0.007884143,14.27736016,-2.923104095,1.082287007,7.270137075,10.83988136,2.3429611998379534e-08 -6258,2003/2/19,0.003846675,15.27609835,-1.943466615,1.26379301,7.577303586,7.013598146,1.1714805999189767e-08 -6259,2003/2/20,0.174024582,14.53666777,0.566836466,1.724313001,7.068757119,8.406355143,5.8574029995948835e-09 -6260,2003/2/21,0.264631325,13.04352636,-1.012080331,1.588977807,6.657782605,9.25556127,2.9287014997974418e-09 -6261,2003/2/22,0.024461819,12.62189627,-2.998301034,1.42454935,6.6606722,4.0657123,1.4643507498987209e-09 -6262,2003/2/23,0.031393513,13.63586098,-3.495729423,1.133106082,7.051830007,2.686157281,7.321753749493604e-10 -6263,2003/2/24,0.039839637,14.27477419,-2.321024606,1.283600587,7.212445719,2.069807526,3.660876874746802e-10 -6264,2003/2/25,0.07959021,13.5597626,-1.075835647,1.348832054,6.845329106,2.107618147,1.830438437373401e-10 -6265,2003/2/26,0.049253268,13.71756887,-1.488683616,1.424203124,6.937106634,1.489482964,9.152192186867006e-11 -6266,2003/2/27,0.065474241,14.08302744,-1.895367894,1.337989212,7.101411289,1.361113212,4.576096093433503e-11 -6267,2003/2/28,0.009533389,14.79281044,-2.411173886,1.368099342,7.394941503,0.661408385,2.2880480467167514e-11 -6268,2003/3/1,0.000400414,15.48324244,-1.61385507,1.665280495,7.596671342,0.360372731,1.1440240233583757e-11 -6269,2003/3/2,0.0,15.57672779,-0.461432051,1.982385098,7.539107892,0.225867243,5.7201201167918784e-12 -6270,2003/3/3,0.107400457,16.50117362,0.060104033,2.228664543,7.846804647,0.824101174,2.8600600583959392e-12 -6271,2003/3/4,0.215723471,17.50688603,1.881742394,2.781621376,8.060057794,1.55338138,1.4300300291979696e-12 -6272,2003/3/5,0.00611757,16.33679928,0.960490402,2.266740431,7.687485095,0.478783489,7.150150145989848e-13 -6273,2003/3/6,0.008531078,15.97314474,-0.70322777,1.53765028,7.694956344,0.270175108,3.575075072994924e-13 -6274,2003/3/7,0.055693193,15.2638529,0.137188599,1.523031674,7.343659271,0.39085953,1.787537536497462e-13 -6275,2003/3/8,0.267191732,13.85729831,0.394254729,1.703574656,6.768272952,1.303768394,8.93768768248731e-14 -6276,2003/3/9,0.030012236,12.75644198,-0.53150076,1.411801511,6.447252857,0.492527169,4.468843841243655e-14 -6277,2003/3/10,0.484240167,12.56195812,0.131839739,1.380745946,6.293358469,2.481268226,2.2344219206218275e-14 -6278,2003/3/11,0.756106929,13.39851741,1.16650988,1.536518751,6.481325365,5.409727885,1.1172109603109138e-14 -6279,2003/3/12,0.637254385,14.72956491,1.380737364,1.399194267,6.975436154,6.473602389,5.586054801554569e-15 -6280,2003/3/13,19.712767,13.08347344,1.989137305,1.482084925,6.228077121,872.8592469,0.001466607086559467 -6281,2003/3/14,3.558992038,13.4076223,0.884745752,1.809954755,6.511365548,493.3201734,0.0007332237885220921 -6282,2003/3/15,0.274315915,13.82280819,1.367399128,1.802087553,6.606925306,181.5440455,0.00036661189426104605 -6283,2003/3/16,0.089147188,15.76677406,1.550439409,1.780534457,7.349950508,97.6729133,0.00018330594713052303 -6284,2003/3/17,0.02680899,16.40369285,2.517616813,1.444806856,7.48000143,60.24870284,9.165297356526151e-05 -6285,2003/3/18,0.734504674,16.40769953,2.477556019,1.414068507,7.482613074,75.91411254,4.5826486782630756e-05 -6286,2003/3/19,0.423354434,15.10754811,0.693845213,1.058311168,7.176438833,53.42756526,2.2913243391315378e-05 -6287,2003/3/20,0.328483409,15.35750725,0.67303823,1.127648239,7.271616785,38.45899231,1.1456621695657689e-05 -6288,2003/3/21,1.245163118,13.94988631,1.302317212,1.101312741,6.64287966,66.84462571,5.7283108478288445e-06 -6289,2003/3/22,0.490760723,13.62104852,0.519037912,0.970069719,6.609455693,41.08634099,2.8641554239144223e-06 -6290,2003/3/23,0.278468601,13.84420374,-0.139696373,0.986181019,6.764525377,26.2148152,1.4320777119572111e-06 -6291,2003/3/24,0.214339531,15.22385178,0.230078142,0.826240047,7.248813046,18.64684997,7.160388559786056e-07 -6292,2003/3/25,0.494641938,15.96179428,2.849823323,1.159705881,7.220262378,22.77213673,3.580194279893028e-07 -6293,2003/3/26,0.418886665,15.67630114,2.578521325,1.041989084,7.138309772,19.65889397,1.790097139946514e-07 -6294,2003/3/27,0.357468497,16.89905274,2.235518089,0.947185915,7.671798094,16.19352175,8.95048569973257e-08 -6295,2003/3/28,1.645731267,16.69433344,2.277450155,0.826204226,7.579904965,46.54337661,4.475242849866285e-08 -6296,2003/3/29,0.28799799,15.41519219,3.040859736,1.101804066,6.951982432,20.31101286,2.2376214249331424e-08 -6297,2003/3/30,0.27981731,15.32287863,3.683450431,1.647350318,6.806997491,14.49531259,1.1188107124665712e-08 -6298,2003/3/31,0.684677354,16.8727941,4.891371209,1.463111875,7.250782454,20.91793703,5.594053562332856e-09 -6299,2003/4/1,0.651996443,17.08765576,5.345953538,1.702719851,7.257353523,20.85218014,2.797026781166428e-09 -6300,2003/4/2,0.396500105,17.61410867,4.662311924,1.729411966,7.59701604,15.12634195,1.398513390583214e-09 -6301,2003/4/3,0.029912225,17.79473969,3.901088026,1.573830231,7.784861383,6.393324007,6.99256695291607e-10 -6302,2003/4/4,0.042907794,19.59091167,4.025543279,1.528343703,8.511092128,4.151527318,3.496283476458035e-10 -6303,2003/4/5,0.05764626,20.31381855,5.007401962,1.822508226,8.677853472,3.141721697,1.7481417382290175e-10 -6304,2003/4/6,0.269024578,19.92570036,6.566190657,1.981407932,8.258120354,4.921765598,8.740708691145087e-11 -6305,2003/4/7,0.07139142,20.275718,6.893789104,1.68263929,8.350330513,2.607910583,4.370354345572544e-11 -6306,2003/4/8,0.452803278,19.94602036,5.346462131,1.500205548,8.456178581,5.825770722,2.185177172786272e-11 -6307,2003/4/9,1.187605771,20.18848565,5.397239968,1.73954555,8.547491715,15.48695735,1.092588586393136e-11 -6308,2003/4/10,2.598960358,19.55253743,6.050250995,2.135046343,8.164080906,46.35992737,5.46294293196568e-12 -6309,2003/4/11,2.81471119,19.95742029,6.350783645,2.158636245,8.28519976,76.77579585,2.73147146598284e-12 -6310,2003/4/12,1.877865325,18.90101948,5.876059009,1.969978401,7.901097736,72.64195968,1.36573573299142e-12 -6311,2003/4/13,1.455178087,17.97368839,4.245649631,1.734720623,7.763420498,65.12079186,6.8286786649571e-13 -6312,2003/4/14,0.054895455,19.72030326,3.990949943,1.377745158,8.519573146,23.6151799,3.41433933247855e-13 -6313,2003/4/15,1.022629054,20.43460238,5.347242097,1.677499445,8.630231309,38.24757579,1.707169666239275e-13 -6314,2003/4/16,3.313257805,19.90906322,7.073644761,2.011336792,8.111233312,110.3065409,8.535848331196374e-14 -6315,2003/4/17,7.37002861,19.49996234,6.585717688,1.559501465,8.01492018,353.7083022,4.267924165598187e-14 -6316,2003/4/18,1.595770223,18.22665039,5.280985812,1.228702747,7.68493415,176.1458369,2.1339620827990936e-14 -6317,2003/4/19,0.259080992,21.19312493,6.066582851,1.682628129,8.829414708,76.02627309,1.0669810413995468e-14 -6318,2003/4/20,0.245793882,22.08907224,8.573571888,2.032840759,8.792882487,48.92327186,5.334905206997734e-15 -6319,2003/4/21,1.400977654,20.8809245,8.480749906,1.973459714,8.252313336,79.28647938,2.667452603498867e-15 -6320,2003/4/22,0.26422834,18.29532677,7.390635685,1.506564485,7.296791873,38.58302451,1.3337263017494335e-15 -6321,2003/4/23,0.728814195,18.09415058,5.213272814,1.911925113,7.618478834,41.89908802,6.668631508747168e-16 -6322,2003/4/24,0.280293143,21.39713759,5.49284249,1.60113566,8.975445149,25.24389773,3.334315754373584e-16 -6323,2003/4/25,0.661088766,22.85307383,8.097866667,1.655486332,9.20194968,29.18164815,1.667157877186792e-16 -6324,2003/4/26,0.421209084,22.74679215,8.762517379,1.525140763,9.028635669,21.36562861,8.33578938593396e-17 -6325,2003/4/27,6.660883752,20.71354174,8.884159287,1.503384422,8.063079278,227.371372,4.16789469296698e-17 -6326,2003/4/28,0.170580065,19.89856195,8.906784186,0.703170971,7.673855858,64.37880418,2.08394734648349e-17 -6327,2003/4/29,1.331482399,18.7184248,9.031540835,0.144028049,7.082201747,76.26885333,1.041973673241745e-17 -6328,2003/4/30,0.996988546,18.07651063,8.635528944,0.870534081,6.873604768,64.14062532,5.209868366208725e-18 -6329,2003/5/1,6.25393577,15.81329593,8.89009535,1.542823464,5.693449293,303.2003198,0.0006494327624875743 -6330,2003/5/2,2.461494903,17.8466253,8.122086984,1.589865102,6.885781608,216.8410455,0.0003243401340636146 -6331,2003/5/3,0.757392193,18.45520159,8.946623811,2.056513594,6.963863198,111.7253225,0.0001621700670318073 -6332,2003/5/4,2.136124929,20.50034884,10.24081456,2.223865896,7.613233439,159.319507,8.108503351590365e-05 -6333,2003/5/5,2.135130999,20.10923313,9.586709317,1.942219717,7.584966381,167.1466561,4.0542516757951824e-05 -6334,2003/5/6,0.459907393,20.55494884,8.28819319,1.753751809,8.07861183,79.76094157,2.0271258378975912e-05 -6335,2003/5/7,0.397989585,20.40933641,7.3732339,1.273357189,8.187080075,53.78894692,1.0135629189487956e-05 -6336,2003/5/8,1.240979127,20.07495645,6.26752661,0.981981184,8.230438802,75.99635289,5.067814594743978e-06 -6337,2003/5/9,1.39579853,18.3289312,6.16365361,0.836737939,7.491263553,82.05438767,2.533907297371989e-06 -6338,2003/5/10,4.147915695,18.31347049,7.192744575,1.019222203,7.279859291,208.9452521,1.2669536486859945e-06 -6339,2003/5/11,3.033448798,17.18922644,6.148607302,1.105516417,6.992982678,211.3592819,6.334768243429973e-07 -6340,2003/5/12,1.292425603,18.48402592,7.750399467,1.291531478,7.230667831,131.8588383,3.1673841217149863e-07 -6341,2003/5/13,1.234085054,18.34707468,8.939801113,1.06677809,6.881336789,110.4845755,1.5836920608574931e-07 -6342,2003/5/14,6.153554599,19.29192394,10.451678,1.330177481,6.928274051,391.0177762,7.918460304287466e-08 -6343,2003/5/15,2.854490878,19.8617847,11.59806366,1.281546592,6.871507174,294.2272975,3.959230152143733e-08 -6344,2003/5/16,5.141803546,19.2186549,11.2639341,1.302993159,6.640730804,465.7689543,1.9796150760718664e-08 -6345,2003/5/17,1.752117959,18.57551529,11.01009866,1.235231876,6.385608296,272.3386886,9.898075380359332e-09 -6346,2003/5/18,1.501826926,18.27359572,10.52798018,0.9815522,6.380861624,211.577265,4.949037690179666e-09 -6347,2003/5/19,3.088941803,18.19124151,10.91431023,1.247299638,6.211470205,306.9125829,2.474518845089833e-09 -6348,2003/5/20,3.141114762,17.31626135,10.24898776,1.025681944,5.973238899,337.8691885,1.2372594225449165e-09 -6349,2003/5/21,0.956961672,18.84797525,10.31186077,0.973889012,6.727779476,182.1704653,6.186297112724583e-10 -6350,2003/5/22,0.324272041,19.32683535,9.03808622,1.378725374,7.292768846,98.30165497,3.0931485563622913e-10 -6351,2003/5/23,3.535936745,20.32888804,9.989707696,1.139418919,7.531074632,279.7263206,1.5465742781811456e-10 -6352,2003/5/24,6.389675402,21.15630743,11.34951944,1.426924762,7.575190905,560.6330789,7.732871390905728e-11 -6353,2003/5/25,1.859535597,21.09362849,11.19749863,1.550235662,7.582893386,303.5639814,3.866435695452864e-11 -6354,2003/5/26,0.434953061,21.99707884,11.43224808,1.797044121,7.963442686,143.7382989,1.933217847726432e-11 -6355,2003/5/27,0.351255544,20.64520699,10.7615972,1.407597246,7.474166827,93.16547819,9.66608923863216e-12 -6356,2003/5/28,0.123316879,23.17791,11.53928772,1.646559894,8.508481028,56.13681073,4.83304461931608e-12 -6357,2003/5/29,2.531492407,23.69555579,12.342457,1.004316672,8.5584978,159.7378358,2.41652230965804e-12 -6358,2003/5/30,2.494869275,22.16057524,12.75141339,0.630884149,7.666477943,178.9279177,1.20826115482902e-12 -6359,2003/5/31,9.156094354,22.69660382,12.35788122,0.400342197,8.049981167,659.8672564,0.00042931666362767897 -6360,2003/6/1,2.961641853,21.38951539,12.19050337,0.608620776,7.43260062,402.9163794,0.00021457501629092743 -6361,2003/6/2,7.530050669,22.38608159,13.09305249,0.682032216,7.673293161,786.6314197,0.00010728750814546371 -6362,2003/6/3,10.66821003,20.56095611,12.36467603,0.829884975,6.945405758,1392.067037,0.005071166707416666 -6363,2003/6/4,13.40375737,19.64632684,12.63050993,0.759387826,6.363202817,2314.165379,0.038161326026428175 -6364,2003/6/5,9.957217221,19.39345883,12.91179247,0.985390816,6.117082726,2385.61222,0.06518745643651662 -6365,2003/6/6,6.982307136,18.67869835,12.60290618,1.078285448,5.831659692,2045.293207,0.05047114726971157 -6366,2003/6/7,0.892693712,19.12952111,12.48905799,0.962563595,6.125798678,858.2737748,0.02509234352648536 -6367,2003/6/8,3.098507525,20.58209333,12.33177098,1.14211257,6.957963182,918.8955619,0.01254617176324268 -6368,2003/6/9,0.281774825,21.00036192,12.01287964,1.443416465,7.270981043,419.6501635,0.00627308588162134 -6369,2003/6/10,0.03658283,20.91552376,11.98595016,1.167294314,7.234075707,234.6834332,0.00313654294081067 -6370,2003/6/11,1.714381342,20.61063779,12.42606887,1.275858306,6.937895208,328.9044847,0.001568271470405335 -6371,2003/6/12,0.232235375,20.43688843,12.57311035,1.209332912,6.796510201,160.8792743,0.0007841357352026674 -6372,2003/6/13,2.748408541,20.57965366,13.21389149,1.120663322,6.651572761,328.5024921,0.0003920678676013337 -6373,2003/6/14,7.214623659,21.40366437,13.03710434,1.060630115,7.15382395,808.0586336,0.0009132868210226652 -6374,2003/6/15,5.400031566,21.63307121,12.69564174,1.047912761,7.380693443,805.0973821,0.00045241270190524136 -6375,2003/6/16,6.04588461,21.45550261,13.19343819,0.304797073,7.127624826,936.9327247,0.00022620635095262068 -6376,2003/6/17,2.537653847,19.45390739,12.32906351,0.273959751,6.347870553,583.4812736,0.00011310317547631034 -6377,2003/6/18,2.179310601,20.77289724,13.04398142,0.806170103,6.810015635,459.3209849,5.655158773815517e-05 -6378,2003/6/19,12.02133923,20.85349859,13.9823289,1.144715688,6.514337591,1663.826185,0.053209794321263285 -6379,2003/6/20,6.462571213,20.88153663,13.83462236,1.395063565,6.585027181,1390.389435,0.026348108249143947 -6380,2003/6/21,2.516793247,21.4711704,14.16398864,1.012118825,6.792318035,802.9812756,0.013174054124571974 -6381,2003/6/22,9.672008322,22.89783121,14.38193097,1.341551128,7.501026639,1749.213721,0.03739104500588052 -6382,2003/6/23,14.92383085,21.67707245,14.72187425,1.456662038,6.696275384,3187.255287,0.15257619698296418 -6383,2003/6/24,5.312262405,21.70891314,14.85331596,1.785863419,6.662589311,1939.377442,0.075195270914676 -6384,2003/6/25,1.065881038,21.40535775,14.72721384,1.695233384,6.536073488,886.3818942,0.037597635457338 -6385,2003/6/26,1.78161948,20.83388801,13.79454868,1.392253625,6.569282106,713.3924802,0.018798817728669 -6386,2003/6/27,9.01032933,21.50946721,13.98444165,1.327011767,6.875365857,1754.006849,0.053807085188556404 -6387,2003/6/28,14.1634506,19.45177544,14.44297279,1.636743468,5.482807528,3179.94769,0.22477074694099664 -6388,2003/6/29,1.582565648,20.81255242,13.94749797,1.44631902,6.498467834,1224.611273,0.1101197342063175 -6389,2003/6/30,5.018942297,21.78470166,14.70390746,1.71002679,6.761661437,1435.872659,0.05505986710315875 -6390,2003/7/1,7.108422948,21.268658,14.86390474,1.119296285,6.398828298,1812.405902,0.04746958051997381 -6391,2003/7/2,11.26437863,20.83638798,14.31978206,0.915849894,6.366478046,2815.111692,0.16436884514141598 -6392,2003/7/3,0.883782029,20.96039972,14.22360269,0.814760952,6.47562233,1026.590987,0.08015734857038576 -6393,2003/7/4,0.368620466,21.48940892,13.33054076,1.080875998,7.089734503,541.5412936,0.04007867428519288 -6394,2003/7/5,3.817046445,22.56200794,13.51155669,1.028301542,7.600063814,871.3788425,0.02003933714259644 -6395,2003/7/6,8.989772538,21.89886726,14.20151639,0.857488619,7.01169838,1687.427777,0.06664825441238038 -6396,2003/7/7,9.774570703,19.79941116,13.57036272,0.740851065,6.067543776,2157.609681,0.145557767583952 -6397,2003/7/8,5.660363888,20.10702736,13.6454301,1.00365705,6.214288114,1669.043266,0.07105526574554899 -6398,2003/7/9,1.742089074,21.47540002,13.95843877,1.440303228,6.865410598,875.2405294,0.035527632872774495 -6399,2003/7/10,4.872734647,21.72380934,14.26494427,1.93582624,6.892644788,1154.66903,0.017763816436387247 -6400,2003/7/11,6.273910031,21.46534746,14.54008286,1.373080026,6.643511066,1402.692691,0.008881908218193624 -6401,2003/7/12,16.55822548,22.2143982,14.58549199,1.387973465,7.05075306,3567.874146,0.287730338163692 -6402,2003/7/13,5.018518483,21.42702213,14.55562529,1.010262787,6.616583658,2011.378211,0.13964465328265147 -6403,2003/7/14,0.920994573,22.69758541,14.53733694,1.526307587,7.337296891,898.334468,0.06982232664132573 -6404,2003/7/15,0.519069817,22.98935816,13.78438624,1.327882102,7.744302973,531.3310953,0.034911163320662866 -6405,2003/7/16,1.026861556,23.27201092,13.74231916,0.939970604,7.90680893,433.6967175,0.017455581660331433 -6406,2003/7/17,0.79615964,24.14886434,14.32070289,1.207595395,8.191603946,311.6700578,0.008727790830165717 -6407,2003/7/18,1.563985756,24.37161089,14.38662645,1.191832611,8.289977947,312.5713931,0.004363895415082858 -6408,2003/7/19,4.321547224,21.59630989,14.0035321,1.002409507,6.922956878,540.0391877,0.002181947707541429 -6409,2003/7/20,6.906301179,21.86785685,13.05287604,1.014559976,7.389336804,888.2143687,0.0010909738537707146 -6410,2003/7/21,11.02573252,21.95952373,12.77682694,0.509375918,7.523374027,1631.834227,0.09449270600088344 -6411,2003/7/22,13.11411345,21.32415981,12.68710914,0.361978508,7.222436621,2497.495931,0.22356719515424933 -6412,2003/7/23,4.462935398,20.96339315,13.1486599,0.474992016,6.881199659,1459.299999,0.10910736775836224 -6413,2003/7/24,0.312943,22.15046824,13.72451772,0.871304302,7.327308332,583.2380867,0.05455368387918112 -6414,2003/7/25,12.18119349,24.39493023,14.294092,1.744697702,8.340075297,2195.328671,0.15097529800243215 -6415,2003/7/26,3.019902191,22.59439011,14.76428854,1.103011159,7.213016079,1120.686923,0.07349587118242679 -6416,2003/7/27,5.673607414,22.38265791,14.68153548,0.827603993,7.126023447,1288.956599,0.03674793559121339 -6417,2003/7/28,14.61612503,22.37463667,14.56119042,1.029587168,7.166730626,2977.721202,0.2609186322279052 -6418,2003/7/29,17.47194807,20.38300622,14.28788402,0.903965374,6.133595775,4698.46267,0.5747292531724303 -6419,2003/7/30,3.960164989,21.48316681,14.58310406,1.241081051,6.657251146,2276.831389,0.2785053247715342 -6420,2003/7/31,2.634091298,22.81449608,15.13445712,1.42474777,7.209759239,1443.645903,0.1392526623857671 -6421,2003/8/1,1.906100251,22.67899189,14.97340115,1.206720707,7.194490888,996.1087141,0.06962633119288356 -6422,2003/8/2,10.84908596,23.478459,14.54949719,0.561425123,7.786369176,2437.953127,0.1660838830656819 -6423,2003/8/3,5.154563149,23.21386644,13.8267402,0.522605807,7.878758079,1698.80187,0.08022875270733296 -6424,2003/8/4,1.782623002,24.54070711,14.07921999,0.678742874,8.500669232,909.2007389,0.04011437635366648 -6425,2003/8/5,2.157819699,24.98935907,14.37616746,1.009347145,8.650636315,719.0054554,0.02005718817683324 -6426,2003/8/6,6.206070505,25.61936217,15.6182218,0.963519656,8.609801226,1142.908862,0.01002859408841662 -6427,2003/8/7,13.67489874,23.09409283,15.34598732,0.828008226,7.304560892,2448.577661,0.2419640624812114 -6428,2003/8/8,6.74098363,23.27786559,15.57733429,1.177352373,7.325263017,1842.556015,0.11657526407375302 -6429,2003/8/9,8.542995552,22.43425505,15.44101913,1.205358037,6.891123815,2114.492257,0.12851987460871606 -6430,2003/8/10,9.0544213,22.24582946,15.50747066,1.241363364,6.755412437,2385.221644,0.16399493677090843 -6431,2003/8/11,14.70176319,21.69053162,15.50076666,1.003962598,6.427181217,3925.442078,0.46149328363691866 -6432,2003/8/12,4.359722948,22.51609024,15.53099927,0.661707863,6.910315817,2140.269274,0.22194175446820807 -6433,2003/8/13,3.379518774,22.9278654,15.11951946,0.969750836,7.308845485,1505.844556,0.11097087723410404 -6434,2003/8/14,1.371481234,22.57406672,14.85731933,0.952518024,7.207714985,879.397534,0.05548543861705202 -6435,2003/8/15,19.78491268,22.53125526,14.61401737,0.621055596,7.27486325,4371.970586,0.6047945498556103 -6436,2003/8/16,25.74239264,19.91502155,14.2867377,0.138483653,5.887800993,8552.853997,1.4309185593285567 -6437,2003/8/17,0.991945268,19.34815225,13.32279269,0.106601854,5.960667769,2645.974022,0.6826261676664027 -6438,2003/8/18,1.008853212,21.10774657,13.60214567,0.444210649,6.85407124,1459.138767,0.34131308383320136 -6439,2003/8/19,3.166520008,21.33123375,14.44213535,0.737239789,6.668557399,1465.999794,0.17065654191660068 -6440,2003/8/20,4.267347858,21.81766095,14.56605065,1.213941957,6.903098953,1485.087687,0.08532827095830034 -6441,2003/8/21,2.799315914,22.55575589,14.56931284,1.030476817,7.322082853,1086.942994,0.04266413547915017 -6442,2003/8/22,12.88397024,22.88026935,14.68354604,0.928548764,7.465766973,2823.195318,0.33939742374827014 -6443,2003/8/23,19.38191071,21.98397555,14.74816238,0.636290126,6.937771723,5297.833087,0.9506137244035208 -6444,2003/8/24,3.504111126,21.96593314,14.3275349,0.364627724,7.088030617,2332.9232,0.4502148808160909 -6445,2003/8/25,5.186713437,23.73128167,14.56976462,0.731659678,7.982925806,2053.341402,0.22510744040804545 -6446,2003/8/26,19.8514473,22.993304,15.07335069,1.111901763,7.40211211,5549.396941,0.9595758456252224 -6447,2003/8/27,7.958037791,20.50782223,14.54386414,1.334438602,6.163275009,3648.239863,0.592491141613151 -6448,2003/8/28,4.210742216,21.93370439,14.54815194,1.165977371,7.000679275,2308.974709,0.2906661963379294 -6449,2003/8/29,2.619800863,21.81266804,14.608232,0.751660326,6.911700221,1517.400287,0.1453330981689647 -6450,2003/8/30,9.722817604,21.58550364,14.61388982,1.039035286,6.781409794,2703.291425,0.28946076842301866 -6451,2003/8/31,1.4799912,21.0884366,14.07296956,0.9198437,6.707582393,1192.830816,0.13674105791360214 -6452,2003/9/1,22.11102534,21.12061757,13.66639689,0.643188683,6.880913645,5568.456566,1.1712839471786611 -6453,2003/9/2,4.578097145,18.85039979,13.63647669,0.502680502,5.56944266,2668.790514,0.5457073351423528 -6454,2003/9/3,2.83781493,20.41658322,12.21852768,0.376125133,7.002373354,1659.578505,0.2728536675711764 -6455,2003/9/4,9.332200486,21.49705538,12.68835701,0.417620646,7.427123659,2757.196942,0.28952811160049247 -6456,2003/9/5,7.570420011,19.30432283,13.38866016,0.312551091,5.959342517,2556.489972,0.27068186118172 -6457,2003/9/6,4.193811558,20.23112241,12.88485829,0.610246726,6.685504336,1769.980884,0.12992765000041795 -6458,2003/9/7,11.40749156,20.36575221,12.85830602,0.303960133,6.772581563,3141.792638,0.4396598387988775 -6459,2003/9/8,13.04686251,20.01491057,12.19900444,0.121167187,6.81244603,4102.062867,0.73310062294508 -6460,2003/9/9,6.90896896,20.52615473,12.07483987,0.02761029,7.128138909,2942.155154,0.34415657148950884 -6461,2003/9/10,4.960556639,19.38122421,12.09611553,0.545640884,6.512500722,2171.2904,0.17207828574475442 -6462,2003/9/11,1.817703736,20.26360152,12.48403072,0.400296342,6.861004612,1224.363126,0.08603914287237721 -6463,2003/9/12,2.016568205,20.43925255,12.07626243,0.257431169,7.093286855,937.6758395,0.043019571436188606 -6464,2003/9/13,3.594245164,20.71826248,12.19164644,0.375622858,7.20772851,1014.960913,0.021509785718094303 -6465,2003/9/14,2.69792559,21.24600854,12.71274749,0.488071767,7.324932757,801.848363,0.010754892859047151 -6466,2003/9/15,3.367653857,22.52767547,13.13339459,0.879353383,7.87803055,787.0091457,0.005377446429523576 -6467,2003/9/16,3.426705793,22.47265158,13.50915808,1.21986342,7.73420411,736.7920838,0.002688723214761788 -6468,2003/9/17,9.333747624,21.88892708,13.84379343,0.928946912,7.305869723,1521.9788,0.1334737624272658 -6469,2003/9/18,6.10961639,21.97171483,13.47991411,0.827581529,7.480558551,1335.164704,0.062432337396568595 -6470,2003/9/19,1.167549185,21.1823127,13.45413767,0.52163008,7.058395998,599.7590476,0.031216168698284297 -6471,2003/9/20,2.524599203,21.18589272,12.30964911,0.30824781,7.445875448,584.1113167,0.015608084349142149 -6472,2003/9/21,11.29333651,19.95956291,10.93821284,0.679242221,7.228386033,1742.711072,0.24831045689919276 -6473,2003/9/22,3.596186535,20.01859574,10.8413394,0.66899623,7.290599051,1011.111075,0.11704034035305295 -6474,2003/9/23,4.427666679,20.47516361,10.75871251,0.542489588,7.548259191,973.6587756,0.05852017017652648 -6475,2003/9/24,3.699122643,21.1816373,11.39629068,1.28905764,7.73176481,837.2819505,0.02926008508826324 -6476,2003/9/25,0.407279421,21.48077951,11.28778499,1.075694219,7.917815571,361.333307,0.01463004254413162 -6477,2003/9/26,0.244198614,21.51673194,11.6557431,1.310632932,7.838356674,212.6987664,0.00731502127206581 -6478,2003/9/27,0.046570024,21.42689737,11.83920333,1.462980608,7.744003819,127.9202116,0.003657510636032905 -6479,2003/9/28,0.705164842,22.29807218,12.2353049,1.479304813,8.084254229,131.533712,0.0018287553180164524 -6480,2003/9/29,2.246860929,22.37871995,12.59247526,1.362788452,8.026867809,215.4348296,0.0009143776590082262 -6481,2003/9/30,5.054106993,21.19610143,12.78160873,1.207320931,7.342590832,433.3646823,0.0004571888295041131 -6482,2003/10/1,3.555865432,20.96565472,11.9086433,1.196368795,7.501365719,399.5402545,0.00022859441475205655 -6483,2003/10/2,0.671026979,20.65582391,11.24261599,1.010785815,7.542898904,178.4148321,0.00011429720737602828 -6484,2003/10/3,0.121803386,20.6440122,10.57140026,1.171195203,7.728214289,88.48645978,5.714860368801414e-05 -6485,2003/10/4,0.438133903,18.96580437,9.473789688,0.554685793,7.194740956,75.0918518,2.857430184400707e-05 -6486,2003/10/5,0.254456817,17.18654716,8.429893525,0.740734594,6.609683001,50.78580168,1.4287150922003534e-05 -6487,2003/10/6,0.015286431,18.28313794,7.954610754,0.802243702,7.2555858,27.27978218,7.143575461001767e-06 -6488,2003/10/7,0.142336493,18.93705678,8.546999685,1.190396353,7.428212547,22.20560288,3.5717877305008836e-06 -6489,2003/10/8,0.86233528,20.59524897,9.572637317,1.594181587,7.981194965,42.37634543,1.7858938652504418e-06 -6490,2003/10/9,6.578552753,20.87770137,10.89695175,1.760756656,7.784769843,302.4599604,8.929469326252209e-07 -6491,2003/10/10,7.320964798,20.00728724,11.88528039,1.73029218,7.038999078,533.0938767,0.0070599409538641324 -6492,2003/10/11,6.416385893,20.96500332,11.37230079,2.010122653,7.704729331,653.3093554,0.003441597212411175 -6493,2003/10/12,5.017392267,21.79712782,10.79314034,1.665837285,8.287641156,636.6951102,0.0017207986062055874 -6494,2003/10/13,18.36682856,22.1536852,10.48581204,1.034033858,8.545148138,2450.513424,0.22516325796893066 -6495,2003/10/14,15.33508206,19.98311611,10.36400505,1.015383906,7.502484684,3253.541758,0.36235313866800606 -6496,2003/10/15,0.108117213,18.98354447,9.818367786,1.224479782,7.155899581,950.730537,0.17711202828444156 -6497,2003/10/16,0.000574883,20.20429182,9.122472702,1.245616182,7.937374704,469.5346719,0.08855601414222078 -6498,2003/10/17,0.0,20.72160641,9.230443675,1.425848264,8.165214771,293.6060584,0.04427800707111039 -6499,2003/10/18,0.030917397,20.06485934,9.734215624,1.392671357,7.728327805,193.3720458,0.022139003535555195 -6500,2003/10/19,0.009515749,18.16773613,8.783467962,0.840613404,7.049138885,125.3739151,0.011069501767777597 -6501,2003/10/20,0.029446533,17.93826128,8.65085546,0.740717301,6.976068272,83.2501991,0.005534750883888799 -6502,2003/10/21,0.156047504,17.05173274,8.245732308,0.767468034,6.655574176,63.07082119,0.0027673754419443993 -6503,2003/10/22,0.01401786,17.31083907,7.521008433,0.789293618,6.96782271,37.69573227,0.0013836877209721997 -6504,2003/10/23,0.007050123,16.84775767,6.963397866,0.80983045,6.8870197,24.05174303,0.0006918438604860998 -6505,2003/10/24,0.0,17.34113992,6.82926614,0.908415322,7.14923258,15.43768633,0.0003459219302430499 -6506,2003/10/25,0.424991459,17.32131487,7.652447402,0.485175714,6.952615333,25.95068582,0.00017296096512152496 -6507,2003/10/26,0.839043984,17.20343885,8.259737334,0.864515297,6.744583121,39.74398449,8.648048256076248e-05 -6508,2003/10/27,3.15756524,16.86041083,8.117829877,0.868979126,6.619012976,133.004697,4.324024128038124e-05 -6509,2003/10/28,0.134540793,16.73986177,4.655026639,0.928118138,7.325732624,40.99364137,2.162012064019062e-05 -6510,2003/10/29,0.592723268,15.40523644,3.466541235,0.473656844,6.962755057,39.08541594,1.081006032009531e-05 -6511,2003/10/30,0.067434644,14.70848281,2.942727274,0.322012355,6.760909115,18.29832681,5.405030160047655e-06 -6512,2003/10/31,0.260780603,14.32186928,3.060172804,0.582579651,6.584594422,17.36115975,2.7025150800238275e-06 -6513,2003/11/1,0.598521442,14.10213598,2.483267962,0.8398592,6.591134659,24.03911162,1.3512575400119137e-06 -6514,2003/11/2,0.074421641,15.54606843,2.788673572,0.716860287,7.141799163,10.53092318,6.756287700059569e-07 -6515,2003/11/3,0.448685287,15.50767762,1.616971144,0.896440114,7.288877063,15.3593014,3.3781438500297844e-07 -6516,2003/11/4,1.468305986,15.06088354,1.521695993,1.059660539,7.125760194,39.45175349,1.6890719250148922e-07 -6517,2003/11/5,0.072240687,16.03668885,2.003329991,1.417328236,7.461076225,12.92800092,8.445359625074461e-08 -6518,2003/11/6,0.067966852,16.13003468,2.833473578,1.620911222,7.391350424,7.334097559,4.2226798125372305e-08 -6519,2003/11/7,0.062316809,15.22954778,2.319096657,1.551027157,7.097942681,5.089678839,2.1113399062686152e-08 -6520,2003/11/8,0.031436177,15.93104997,2.261572486,1.539029471,7.395773216,3.268297104,1.0556699531343076e-08 -6521,2003/11/9,0.001772567,15.30573947,1.580128392,1.181217367,7.234457532,1.889738245,5.278349765671538e-09 -6522,2003/11/10,0.790493466,15.45342004,0.997618334,1.104531681,7.366454436,11.67516648,2.639174882835769e-09 -6523,2003/11/11,0.332999476,14.05589801,1.07920062,0.53139229,6.806224374,7.75078804,1.3195874414178845e-09 -6524,2003/11/12,1.184299141,14.29231641,0.682369273,0.940035456,6.951556037,19.77538354,6.597937207089423e-10 -6525,2003/11/13,0.000163489,13.58104655,-0.566967631,0.906349433,6.816047578,5.589988553,3.2989686035447113e-10 -6526,2003/11/14,0.002811237,14.9418103,-0.245581929,0.883140852,7.309694035,2.782448055,1.6494843017723556e-10 -6527,2003/11/15,0.078979036,15.52157114,0.051327681,0.980034418,7.509434707,2.623101519,8.247421508861778e-11 -6528,2003/11/16,0.145943041,15.32295974,0.553404508,0.819827631,7.384205068,2.830996113,4.123710754430889e-11 -6529,2003/11/17,0.340411822,14.21856887,-0.406203429,1.128644243,7.056395001,4.512455532,2.0618553772154446e-11 -6530,2003/11/18,0.039568062,14.35312668,-0.122729153,1.213997752,7.082826247,1.854202915,1.0309276886077223e-11 -6531,2003/11/19,0.005290213,14.54108339,-1.326419106,1.344142798,7.267398854,0.924871371,5.154638443038611e-12 -6532,2003/11/20,0.0928211,13.69245216,-1.368145588,0.87258402,6.953963955,1.229586212,2.5773192215193057e-12 -6533,2003/11/21,0.026448606,13.49461308,-1.706825222,0.740572984,6.911019245,0.692831275,1.2886596107596528e-12 -6534,2003/11/22,1.053936853,13.58523104,-0.96684836,1.001641896,6.883083065,8.486883064,6.443298053798264e-13 -6535,2003/11/23,0.327291909,13.44258968,0.330683617,1.002776092,6.692737982,5.123452025,3.221649026899132e-13 -6536,2003/11/24,0.252089527,14.35981622,0.811475146,1.077751059,6.998548446,3.960413747,1.610824513449566e-13 -6537,2003/11/25,0.336854948,13.91281452,-1.138243978,0.753024585,7.030910643,4.449536679,8.05412256724783e-14 -6538,2003/11/26,0.301519719,12.74669423,-1.053168058,0.736278775,6.584316517,4.206463841,4.027061283623915e-14 -6539,2003/11/27,0.238326932,12.77205918,0.534338269,1.106549843,6.414232172,3.561813703,2.0135306418119576e-14 -6540,2003/11/28,1.261266799,11.48655756,-1.843045571,0.779519984,6.195082722,14.3757508,1.0067653209059788e-14 -6541,2003/11/29,2.537497007,10.78119437,-2.468313926,0.965253288,5.996857997,43.83787944,5.033826604529894e-15 -6542,2003/11/30,0.371116572,11.99333658,-2.053048464,1.194970002,6.405544362,18.44703997,2.516913302264947e-15 -6543,2003/12/1,0.336799051,12.18595003,-2.031911815,1.030340285,6.476894096,13.08465267,1.2584566511324735e-15 -6544,2003/12/2,0.119877785,11.999804,-1.416311715,0.995590579,6.352706436,7.516147038,6.292283255662367e-16 -6545,2003/12/3,0.973658906,11.53200443,-1.605969937,1.371599434,6.198936141,20.01302084,3.1461416278311837e-16 -6546,2003/12/4,0.041550268,11.04319424,-1.423174119,1.124529502,5.999629767,6.902716457,1.5730708139155919e-16 -6547,2003/12/5,0.003779376,10.94688719,-2.156230089,0.85096759,6.039892757,3.428147759,7.865354069577959e-17 -6548,2003/12/6,0.031373347,10.35822318,-2.115809958,0.781422441,5.821981781,2.527554558,3.9326770347889796e-17 -6549,2003/12/7,1.200653757,9.886549743,-2.928459866,1.048642868,5.729715931,18.54304312,1.9663385173944898e-17 -6550,2003/12/8,0.858862819,9.650683865,-3.134963023,0.636125412,5.66515172,19.00699544,9.831692586972449e-18 -6551,2003/12/9,1.169990352,10.03348339,-0.887465315,0.630108224,5.564176006,26.98402333,4.9158462934862245e-18 -6552,2003/12/10,0.612243054,9.715612088,-2.016707769,0.6352047,5.582018812,19.93041301,2.4579231467431123e-18 -6553,2003/12/11,0.306979314,9.638051199,-3.840392672,0.597510333,5.721633744,12.80356702,1.2289615733715561e-18 -6554,2003/12/12,0.002793296,10.02788503,-3.976997707,0.56200412,5.869297398,5.295174593,6.144807866857781e-19 -6555,2003/12/13,0.0,10.24424273,-4.331296078,0.680892375,5.969135542,3.075972124,3.0724039334288903e-19 -6556,2003/12/14,0.0,11.03651804,-3.282944055,0.773285518,6.180064073,1.972911572,1.5362019667144452e-19 -6557,2003/12/15,0.005292931,11.47946335,-3.159051442,0.704995065,6.331468521,1.349403792,7.681009833572226e-20 -6558,2003/12/16,0.129233875,11.72072333,-1.677685173,0.910394478,6.296093255,2.339440903,3.840504916786113e-20 -6559,2003/12/17,0.015762711,12.8069327,-1.096182971,1.313908192,6.649086343,1.07393126,1.9202524583930565e-20 -6560,2003/12/18,0.099959981,12.43435375,-1.561543452,0.687985983,6.554160089,1.504445408,9.601262291965282e-21 -6561,2003/12/19,0.185248936,7.757884583,-1.154281529,0.746512131,4.750355704,2.225678205,4.800631145982641e-21 -6562,2003/12/20,0.008040996,8.513011198,-1.706210427,0.782246367,5.11201539,0.790289112,2.4003155729913206e-21 -6563,2003/12/21,0.237287694,9.319707062,-3.142932854,0.837296035,5.562191667,2.339271458,1.2001577864956603e-21 -6564,2003/12/22,0.036354695,9.847026702,-3.997424781,0.752768096,5.81725438,1.000782875,6.000788932478301e-22 -6565,2003/12/23,0.00633707,10.95921818,-3.780563513,0.973890693,6.195576678,0.480055106,3.0003944662391507e-22 -6566,2003/12/24,0.047493895,11.27807709,-2.830540574,1.238655819,6.241912617,0.5785024,1.5001972331195754e-22 -6567,2003/12/25,0.308837728,11.18084932,-5.174420052,0.952096806,6.348678213,2.219112018,7.500986165597877e-23 -6568,2003/12/26,0.412926157,10.8878807,-4.575570534,0.854338064,6.219055909,3.467556465,3.7504930827989384e-23 -6569,2003/12/27,0.247100733,10.15989646,-2.202894801,1.182306224,5.779322707,2.776183213,1.8752465413994692e-23 -6570,2003/12/28,0.856049727,9.930547596,-1.243633658,1.258805612,5.586894143,8.127491787,9.376232706997346e-24 -6571,2003/12/29,0.420156181,8.737489476,-4.385074358,1.431806562,5.462122383,6.30985508,4.688116353498673e-24 -6572,2003/12/30,0.008937417,9.228491622,-5.384658099,0.703188342,5.690852739,2.142085109,2.3440581767493365e-24 -6573,2003/12/31,0.013264907,9.964736543,-4.888052221,1.09693894,5.91682227,1.236232029,1.1720290883746683e-24 -6574,2004/1/1,0.020512545,10.333875,-4.220390546,1.021363796,6.006460757,0.89485368,5.860145441873341e-25 -6575,2004/1/2,0.155273066,10.10343992,-3.476189588,1.261822619,5.87336818,1.640361921,2.9300727209366706e-25 -6576,2004/1/3,0.007728255,10.64532455,-3.406983328,1.232786521,6.061160085,0.647657853,1.4650363604683353e-25 -6577,2004/1/4,0.035665494,11.01128549,-4.072525267,1.135463711,6.235680398,0.561963296,7.325181802341677e-26 -6578,2004/1/5,0.001488735,11.19507661,-5.358775328,0.871694058,6.363024322,0.27644852,3.6625909011708383e-26 -6579,2004/1/6,0.01959149,11.48240122,-5.140042723,0.97864606,6.453841991,0.262871073,1.8312954505854191e-26 -6580,2004/1/7,0.01924466,11.74776514,-4.506858079,0.978148721,6.518467729,0.216465067,9.156477252927096e-27 -6581,2004/1/8,0.337983195,10.67217514,-3.799910883,1.00781854,6.097406601,1.666528039,4.578238626463548e-27 -6582,2004/1/9,1.190807297,8.152298057,-4.437270913,1.065533088,5.263920937,8.493677039,2.289119313231774e-27 -6583,2004/1/10,0.015431747,9.673929107,-5.166524244,0.623277879,5.829886261,2.266799905,1.144559656615887e-27 -6584,2004/1/11,0.001551165,10.88821699,-4.779125805,0.587608139,6.228770815,1.018969168,5.722798283079435e-28 -6585,2004/1/12,1.244932852,10.25540939,-4.207296464,0.898091375,5.975187143,11.46430352,2.8613991415397174e-28 -6586,2004/1/13,0.206560887,9.653188021,-3.34379417,1.197888451,5.699240147,5.104140062,1.4306995707698587e-28 -6587,2004/1/14,0.476178228,9.584877805,-2.670700306,1.61911661,5.613495458,6.823136442,7.153497853849294e-29 -6588,2004/1/15,0.010553494,9.397781895,-5.941651035,1.307189885,5.768600003,2.381075324,3.576748926924647e-29 -6589,2004/1/16,0.008642144,10.68525182,-5.675526714,1.049399594,6.193668486,1.323541549,1.7883744634623234e-29 -6590,2004/1/17,0.044248099,10.47087687,-4.27840455,1.340717202,6.051099713,1.168193875,8.941872317311617e-30 -6591,2004/1/18,0.012395396,10.68779978,-4.117835535,1.34436376,6.116429985,0.697635205,4.4709361586558085e-30 -6592,2004/1/19,0.03305284,10.6274825,-4.324243149,1.636114465,6.106614646,0.620965713,2.2354680793279042e-30 -6593,2004/1/20,0.063094851,10.85485013,-4.378286231,1.374977813,6.188192107,0.699067719,1.1177340396639521e-30 -6594,2004/1/21,0.004700468,11.24443095,-3.731555516,1.148201342,6.285658492,0.308572926,5.588670198319761e-31 -6595,2004/1/22,0.024180777,11.03841024,-2.494047983,1.599703819,6.116775345,0.292660235,2.7943350991598803e-31 -6596,2004/1/23,0.034219697,11.64549731,-2.315411569,1.115550745,6.322102995,0.296834281,1.3971675495799401e-31 -6597,2004/1/24,0.651602626,9.485787647,-0.96346403,1.056254523,5.369980217,3.61710316,6.985837747899701e-32 -6598,2004/1/25,0.982283923,8.950146832,-1.153782359,1.462019456,5.192424484,8.40631302,3.4929188739498504e-32 -6599,2004/1/26,0.606181366,9.137349768,-4.116427901,0.882937247,5.565280491,8.029799491,1.7464594369749252e-32 -6600,2004/1/27,2.274537155,7.970964995,-4.720290656,1.160722785,5.207267057,33.52763558,8.732297184874626e-33 -6601,2004/1/28,0.033626727,8.434875795,-5.702478093,1.463657221,5.421212546,9.28398856,4.366148592437313e-33 -6602,2004/1/29,0.003644257,10.50308798,-6.841878835,1.047449561,6.148654065,4.265090313,2.1830742962186565e-33 -6603,2004/1/30,0.015199428,11.30772356,-5.067240851,1.49473777,6.364960361,2.800273045,1.0915371481093282e-33 -6604,2004/1/31,0.018773187,12.42741721,-4.25989409,1.748912289,6.719378812,1.948650577,5.457685740546641e-34 -6605,2004/2/1,0.015417951,12.67310425,-3.418260791,1.772849025,6.760221,1.32810056,2.7288428702733206e-34 -6606,2004/2/2,0.054591226,12.63218327,-2.871269957,1.783858323,6.708389768,1.297686118,1.3644214351366603e-34 -6607,2004/2/3,0.005168723,11.77757198,-2.73183536,1.802473547,6.385433093,0.668951688,6.822107175683301e-35 -6608,2004/2/4,0.025866524,11.42642874,-5.102179892,1.460283636,6.397765935,0.585365103,3.411053587841651e-35 -6609,2004/2/5,1.07723989,11.57595535,-5.274830538,1.084306269,6.454107923,9.58981714,1.7055267939208254e-35 -6610,2004/2/6,1.877546504,8.995370589,-1.812899531,1.092636821,5.275895623,26.21665315,8.527633969604127e-36 -6611,2004/2/7,1.22603601,6.680271154,-2.980601307,1.177145753,4.580336162,27.33434374,4.2638169848020634e-36 -6612,2004/2/8,0.006653776,8.628029517,-4.479473078,0.742063069,5.394186711,8.241173701,2.1319084924010317e-36 -6613,2004/2/9,0.072438906,10.07110609,-3.556410006,0.76348956,5.825421997,5.327551728,1.0659542462005159e-36 -6614,2004/2/10,0.102891467,11.43045132,-2.392319563,1.085549348,6.216215841,4.403162213,5.329771231002579e-37 -6615,2004/2/11,0.000919816,13.36991495,-2.363815008,0.948996243,6.921731636,2.19641313,2.6648856155012896e-37 -6616,2004/2/12,0.22768901,12.19125482,-3.61243222,0.556781062,6.573242492,4.081276863,1.3324428077506448e-37 -6617,2004/2/13,0.874711675,8.526454088,-5.067101521,0.468505986,5.38771511,12.51780744,6.662214038753224e-38 -6618,2004/2/14,0.087554231,11.23557809,-4.955553684,0.950592954,6.302051712,4.631356043,3.331107019376612e-38 -6619,2004/2/15,0.024821747,12.08712783,-2.392585325,1.120024481,6.442914564,2.26929996,1.665553509688306e-38 -6620,2004/2/16,0.187037246,12.10860228,-2.765914669,1.074118285,6.476700762,3.273467685,8.32776754844153e-39 -6621,2004/2/17,0.740150872,12.41632928,-3.33951852,0.85806488,6.623538527,9.560526106,4.163883774220765e-39 -6622,2004/2/18,0.042737937,13.7373582,-2.868101651,1.088857277,7.069500484,3.196609757,2.0819418871103825e-39 -6623,2004/2/19,0.06404963,12.97446805,-0.968726949,1.776323316,6.633542364,2.093534831,1.0409709435551913e-39 -6624,2004/2/20,0.19881163,11.78502949,-2.262912641,1.427771646,6.30819811,2.887075948,5.204854717775956e-40 -6625,2004/2/21,0.011378672,13.25597014,-3.549610578,1.134921866,6.924636413,1.183641175,2.602427358887978e-40 -6626,2004/2/22,0.400727128,13.50642754,-1.643461428,1.198350151,6.884451072,3.960152217,1.301213679443989e-40 -6627,2004/2/23,0.254019108,13.45958921,-0.948169468,1.614317436,6.802240294,3.330525085,6.506068397219945e-41 -6628,2004/2/24,0.221628519,14.49137673,-1.452232319,1.550839272,7.230660252,2.938683009,3.2530341986099727e-41 -6629,2004/2/25,0.061173442,15.95523013,-1.43376328,1.505632275,7.777681568,1.5121796,1.6265170993049864e-41 -6630,2004/2/26,0.001065243,17.0712731,-0.320033126,1.28256156,8.120262834,0.698163541,8.132585496524932e-42 -6631,2004/2/27,0.03522672,16.47005326,0.780843725,1.782354061,7.782429913,0.625377318,4.066292748262466e-42 -6632,2004/2/28,0.09829253,16.12159292,1.342284536,2.090134404,7.580034875,0.83924457,2.033146374131233e-42 -6633,2004/2/29,0.028153786,15.54454981,0.932976369,1.971964491,7.393063729,0.45760129,1.0165731870656165e-42 -6634,2004/3/1,0.0,16.42477642,0.619628053,2.29886871,7.768823114,0.215154495,5.082865935328082e-43 -6635,2004/3/2,0.000719007,16.37401646,-1.09612743,1.593757572,7.889634985,0.133675756,2.541432967664041e-43 -6636,2004/3/3,0.005156393,16.1017522,-0.601854396,1.330068618,7.744233112,0.10170346,1.2707164838320206e-43 -6637,2004/3/4,0.009864042,16.42225352,0.46557529,1.530022701,7.770602097,0.086842809,6.353582419160103e-44 -6638,2004/3/5,0.066339372,16.46744442,0.631228643,1.262910586,7.768187918,0.213900428,3.1767912095800515e-44 -6639,2004/3/6,0.513172605,16.88073826,2.256301292,1.190104323,7.749662179,1.716101377,1.5883956047900257e-44 -6640,2004/3/7,0.836446271,12.36029515,2.05413383,0.819084519,5.941161104,4.633760773,7.941978023950129e-45 -6641,2004/3/8,0.0,11.89471351,-1.566081949,0.659103597,6.231753307,1.20714773,3.9709890119750643e-45 -6642,2004/3/9,0.0,16.6875193,-1.14704756,1.289628046,7.98269416,0.565076962,1.9854945059875322e-45 -6643,2004/3/10,0.003485093,19.25340896,1.057735665,1.803181255,8.810414672,0.366204643,9.927472529937661e-46 -6644,2004/3/11,0.020944784,17.03027417,2.766562434,1.588087902,7.724563936,0.311813638,4.9637362649688304e-46 -6645,2004/3/12,0.002468736,18.07963999,2.577198838,1.422932142,8.173450029,0.177246382,2.4818681324844152e-46 -6646,2004/3/13,0.0,18.38167366,1.816641142,1.111326089,8.375353363,0.107747472,1.2409340662422076e-46 -6647,2004/3/14,0.117865234,18.84388132,1.891800985,0.859382334,8.54939678,0.389160383,6.204670331211038e-47 -6648,2004/3/15,2.583721923,18.12882583,2.547708963,1.371511125,8.183145426,18.24100015,3.102335165605519e-47 -6649,2004/3/16,0.829086272,17.82066257,3.346106634,1.37333483,7.951378628,13.86562915,1.5511675828027595e-47 -6650,2004/3/17,0.496568499,18.46674935,2.675928598,1.084018303,8.296762937,10.16968083,7.755837914013798e-48 -6651,2004/3/18,0.00024551,19.32509155,3.253177519,1.49920043,8.577108609,3.628751534,3.877918957006899e-48 -6652,2004/3/19,0.001500109,19.42443399,4.775179463,1.886029088,8.412039151,2.029577841,1.9389594785034494e-48 -6653,2004/3/20,0.002588476,17.75980792,4.417098698,1.725362194,7.75210015,1.309403149,9.694797392517247e-49 -6654,2004/3/21,0.00300036,19.61132725,4.83279166,1.501031285,8.473763989,0.86231454,4.8473986962586235e-49 -6655,2004/3/22,0.001154313,19.50094033,5.646466731,1.727166748,8.295819804,0.558410851,2.4236993481293117e-49 -6656,2004/3/23,0.15253292,20.88610092,6.37069536,2.286784952,8.781103081,1.182054242,1.2118496740646559e-49 -6657,2004/3/24,0.013480519,21.72445966,7.169293108,2.527003202,9.016823971,0.496576977,6.059248370323279e-50 -6658,2004/3/25,0.080530584,21.76228579,6.524218348,2.221022493,9.133684777,0.596836429,3.0296241851616397e-50 -6659,2004/3/26,0.04733762,21.7386603,6.020842683,2.157203703,9.194412771,0.42077577,1.5148120925808198e-50 -6660,2004/3/27,0.001737804,20.75196196,5.697379775,1.910752521,8.807070099,0.188050148,7.574060462904099e-51 -6661,2004/3/28,0.035435935,19.53573824,5.640610745,1.293669965,8.282650351,0.210250701,3.7870302314520496e-51 -6662,2004/3/29,0.502252379,18.67160348,5.58658922,1.293070446,7.911475477,1.786492832,1.8935151157260248e-51 -6663,2004/3/30,3.64012586,17.76953718,4.822517205,1.236506714,7.646075756,37.1100273,9.467575578630124e-52 -6664,2004/3/31,6.730499813,16.59092759,2.181283243,0.750346644,7.532459231,187.2033511,4.733787789315062e-52 -6665,2004/4/1,6.107459364,15.65381645,2.009776378,0.547571046,7.175932092,321.6294709,2.366893894657531e-52 -6666,2004/4/2,0.284496027,16.55829686,3.016538021,0.70671539,7.401133924,101.4789341,1.1834469473287655e-52 -6667,2004/4/3,0.654144616,17.22793224,3.509434596,0.570682828,7.601739909,74.70665122,5.917234736643827e-53 -6668,2004/4/4,1.741497573,16.13585728,4.330447142,0.863352343,7.013736135,109.2331575,2.9586173683219137e-53 -6669,2004/4/5,1.814353186,17.47913467,3.916085975,1.238041757,7.637797877,117.9493024,1.4793086841609569e-53 -6670,2004/4/6,5.158609292,17.59847587,2.68347034,1.350135005,7.848358281,299.3917356,7.396543420804784e-54 -6671,2004/4/7,7.40355466,17.61304358,2.895423988,1.026503497,7.823260702,570.9206346,3.698271710402392e-54 -6672,2004/4/8,4.052080268,14.06576107,3.720491616,0.571121102,6.237155038,468.0006259,1.849135855201196e-54 -6673,2004/4/9,1.348997723,15.66682563,4.23556281,1.284208568,6.81225992,255.613018,9.24567927600598e-55 -6674,2004/4/10,0.366170582,17.75857183,5.966345088,1.585113772,7.391191164,131.5744585,4.62283963800299e-55 -6675,2004/4/11,0.67303343,18.45193888,6.251781923,1.435246937,7.637547965,110.2662307,2.311419819001495e-55 -6676,2004/4/12,1.065211253,19.0731585,6.048163381,1.01162446,7.941558668,112.8983019,1.1557099095007476e-55 -6677,2004/4/13,2.031289124,18.70580238,5.603847471,0.694107236,7.853986188,155.7265236,5.778549547503738e-56 -6678,2004/4/14,3.673507674,16.18480937,6.152272188,0.517690666,6.642596536,260.1814901,2.889274773751869e-56 -6679,2004/4/15,8.113989013,16.14044736,4.182497287,0.914095258,6.99593757,658.732288,3.707213578260066e-06 -6680,2004/4/16,8.638197922,14.5601773,2.876430651,0.935317726,6.55461437,988.030847,0.002338300455482426 -6681,2004/4/17,8.696261269,15.48612441,2.543045079,0.703770082,6.971949963,1285.843313,0.006686107296411618 -6682,2004/4/18,10.08102741,14.92966551,2.616284601,0.304579833,6.735169977,1767.279323,0.019774313383572845 -6683,2004/4/19,0.050580752,16.87396969,3.466893488,0.75413505,7.393373482,533.7646732,0.009846766962802503 -6684,2004/4/20,0.440770448,20.10168298,5.475007236,0.958485616,8.44040708,320.9260301,0.004923383481401251 -6685,2004/4/21,1.551152715,21.32151732,7.035164341,1.180521015,8.715872642,336.9611661,0.0024616917407006256 -6686,2004/4/22,0.51105928,21.03135413,8.507234907,1.262880887,8.306870731,196.770933,0.0012308458703503128 -6687,2004/4/23,0.301553155,20.9549195,9.259513433,1.513648716,8.106197758,124.1148774,0.0006154229351751564 -6688,2004/4/24,0.122487398,21.57138176,9.034439154,1.763750102,8.438106355,76.50279507,0.0003077114675875782 -6689,2004/4/25,0.226936617,21.1451031,8.702468298,1.308995957,8.305563375,57.50082732,0.0001538557337937891 -6690,2004/4/26,0.26329054,21.1563039,8.020652621,0.665671402,8.441778557,44.16245224,7.692786689689455e-05 -6691,2004/4/27,2.031296332,21.27643642,8.372907026,0.989733742,8.423414128,111.6598965,3.8463933448447275e-05 -6692,2004/4/28,2.490388075,19.00079927,8.003386194,1.160462582,7.457246515,147.338418,1.9231966724223638e-05 -6693,2004/4/29,0.269985473,20.55442472,8.6258678,1.702113859,8.032317571,57.19151467,9.615983362111819e-06 -6694,2004/4/30,0.561155699,21.2109506,8.972805461,1.720553889,8.257654921,47.97351185,4.8079916810559094e-06 -6695,2004/5/1,2.708221445,22.36157595,9.863897533,2.066117736,8.59936108,126.0548414,2.4039958405279547e-06 -6696,2004/5/2,2.220357177,21.52771563,9.945479747,2.004522404,8.182471779,129.0885003,1.2019979202639774e-06 -6697,2004/5/3,1.600706075,21.84255787,9.60518384,1.673486889,8.403312447,107.6210074,6.009989601319887e-07 -6698,2004/5/4,5.786132083,20.50618178,9.741014544,0.760977724,7.73668982,319.2031314,3.0049948006599434e-07 -6699,2004/5/5,6.467516591,18.12093597,8.948775304,1.23152424,6.793423628,500.3418796,1.5024974003299717e-07 -6700,2004/5/6,4.426777795,16.91427232,6.993979312,1.519108191,6.705400902,475.4179839,7.512487001649858e-08 -6701,2004/5/7,0.075624054,18.38522082,6.303136199,1.34802026,7.493459111,156.0534021,3.756243500824929e-08 -6702,2004/5/8,0.002945214,22.71082219,8.944113341,1.585594302,8.918922788,80.77604567,1.8781217504124646e-08 -6703,2004/5/9,0.192102639,22.14570412,10.33703219,1.701837075,8.358119247,60.93999062,9.390608752062323e-09 -6704,2004/5/10,8.775470649,21.44455017,10.83194103,1.417796642,7.895907236,579.8603404,0.002464253142019685 -6705,2004/5/11,6.72344833,20.0274082,10.54407783,1.068454225,7.273210733,696.9631826,0.0012286745627081174 -6706,2004/5/12,6.570741783,20.31394742,10.86262516,1.082269408,7.324050286,824.3167454,0.0006143372813540587 -6707,2004/5/13,5.80856571,19.34814759,10.09204615,0.965245236,7.056440647,859.2937783,0.00030716864067702936 -6708,2004/5/14,10.30063795,18.20350457,9.873541768,0.933871338,6.550976699,1538.39742,0.011972440897518095 -6709,2004/5/15,3.232131822,19.23201283,10.18577547,0.726047992,6.967589196,876.964097,0.005967594050073741 -6710,2004/5/16,9.981512968,20.83329827,10.77694236,0.626227872,7.59084035,1739.302262,0.018604783199938926 -6711,2004/5/17,28.59550037,18.92609332,10.88213677,0.403654268,6.60422893,6555.82053,0.20483449621293515 -6712,2004/5/18,26.29980875,17.07504719,10.00154078,0.394452487,5.932004157,10433.67283,0.7226742309292502 -6713,2004/5/19,13.40796278,14.73987753,7.364726165,0.302317205,5.574445206,7974.055076,0.7407222059520369 -6714,2004/5/20,5.801471964,16.06593802,8.331089106,0.769355229,5.933234876,4640.092034,0.3607096983458838 -6715,2004/5/21,2.374987608,19.97654573,10.0598957,1.294324117,7.346776158,2596.748023,0.1803548491729419 -6716,2004/5/22,0.075992857,19.6769025,10.9902337,0.984340053,6.939541597,1299.273312,0.09017742458647095 -6717,2004/5/23,1.242962551,21.14503255,11.24171037,1.218155725,7.599072857,1032.963018,0.045088712293235474 -6718,2004/5/24,0.369197731,21.2848607,11.68218383,0.939369325,7.543985176,629.2798208,0.022544356146617737 -6719,2004/5/25,1.966739065,21.50723237,12.17766605,1.784555157,7.511129687,645.5775664,0.011272178073308868 -6720,2004/5/26,5.162864296,20.47446751,11.19495042,1.420026212,7.270536256,983.3297276,0.005636089036654434 -6721,2004/5/27,4.217685927,21.0014658,11.67562019,1.234212334,7.39535083,896.2417271,0.002818044518327217 -6722,2004/5/28,6.243624287,21.37348515,12.62953298,1.789920422,7.297578294,1143.502282,0.0014090222591636086 -6723,2004/5/29,6.148861902,19.61955095,12.74475005,1.126681749,6.316381821,1216.295702,0.0007045111295818043 -6724,2004/5/30,4.504558659,20.29849916,12.02725889,0.985807385,6.922157867,1033.622687,0.00035225556479090214 -6725,2004/5/31,6.698809472,18.77904888,11.86487435,0.75020321,6.170292366,1325.182366,0.019441470822303738 -6726,2004/6/1,2.047571481,18.79411089,12.13001583,0.684489915,6.081501076,723.3178664,0.009369608230752391 -6727,2004/6/2,5.435189375,19.60811916,12.30580944,1.331620079,6.458916665,1055.860613,0.0046848041153761955 -6728,2004/6/3,3.166885329,19.7781785,11.95434949,1.002152183,6.66575954,792.7808333,0.0023424020576880977 -6729,2004/6/4,2.412174521,18.50812068,11.38817313,0.672332187,6.183762192,608.6692536,0.0011712010288440489 -6730,2004/6/5,8.609942141,18.78659798,11.14737592,0.62302729,6.407300681,1413.420865,0.06831585668314628 -6731,2004/6/6,7.282437385,18.21957691,10.64825751,0.386578668,6.27340135,1518.532113,0.06623196640882033 -6732,2004/6/7,5.25016201,17.52486685,10.27343034,0.355153966,6.036119405,1297.999175,0.032572579361318424 -6733,2004/6/8,1.705857379,18.91408285,11.2476007,0.801858416,6.436311259,702.4860274,0.016286289680659212 -6734,2004/6/9,3.173649733,19.79921322,12.03375852,0.696315539,6.640847655,746.5101047,0.008143144840329606 -6735,2004/6/10,10.71457874,20.30962223,12.49878565,0.912682165,6.755097976,1892.678638,0.12191175642961578 -6736,2004/6/11,3.228561224,20.73145471,12.68371758,0.961201056,6.916150014,1052.481353,0.05920232644943035 -6737,2004/6/12,4.460674386,20.36948571,12.39098712,0.553787063,6.819649731,1056.51864,0.029601163224715173 -6738,2004/6/13,2.098517702,20.66850181,11.87906386,0.511094918,7.13419175,676.5443012,0.014800581612357587 -6739,2004/6/14,2.482439854,21.33060915,11.9429907,0.769562995,7.450163715,600.3983266,0.007400290806178793 -6740,2004/6/15,6.521335412,21.68716477,12.19809711,0.538768595,7.555535201,1067.360261,0.0037001454030893967 -6741,2004/6/16,17.40679652,21.90638897,13.26488761,0.593438021,7.342464605,3105.056926,0.26596494578258745 -6742,2004/6/17,15.82876129,19.45966044,12.7848672,1.059215144,6.185253029,4132.144641,0.4746165936546852 -6743,2004/6/18,6.894864685,19.43224421,12.99994137,1.034672864,6.087780259,2771.091061,0.2672516026943768 -6744,2004/6/19,3.112700752,18.50710138,12.9218735,0.99160936,5.588380446,1648.007876,0.1328176339031456 -6745,2004/6/20,4.357160998,19.56394998,13.28136164,1.285369902,6.051480889,1586.035378,0.0664088169515728 -6746,2004/6/21,5.338596503,19.04815485,13.2444604,1.43144818,5.768638,1670.371115,0.0332044084757864 -6747,2004/6/22,3.6338727,20.28627842,13.51372055,1.695864601,6.369249092,1295.090216,0.0166022042378932 -6748,2004/6/23,0.049911886,19.74437802,13.09821935,1.470243052,6.221889486,514.1001222,0.0083011021189466 -6749,2004/6/24,1.918097204,21.32093027,13.21281289,1.573921655,7.041410628,575.0004072,0.0041505510594733 -6750,2004/6/25,5.341537561,22.67305637,13.99360802,1.611369293,7.506250123,1005.857029,0.00207527552973665 -6751,2004/6/26,17.82970393,23.00071009,14.36611531,1.316940815,7.558852353,3373.435886,0.34477532972105956 -6752,2004/6/27,14.19114006,22.67568401,14.36664531,1.093125775,7.381577889,3937.062701,0.459870285246679 -6753,2004/6/28,5.407409184,21.83887513,14.28701831,0.835302411,6.948093904,2336.808181,0.22362148158586767 -6754,2004/6/29,3.528262621,20.88738801,14.24275098,0.861293047,6.426668986,1575.101377,0.11181074079293384 -6755,2004/6/30,1.856493006,22.79644639,14.87006289,0.679107878,7.270695375,997.4733142,0.05590537039646692 -6756,2004/7/1,6.081710744,23.58491249,14.47638675,0.459646753,7.835877162,1490.018117,0.02795268519823346 -6757,2004/7/2,1.781395138,23.23254445,14.02023353,0.607652844,7.793814676,804.8441734,0.01397634259911673 -6758,2004/7/3,3.57693288,22.74141791,14.1875383,1.034557159,7.476740342,853.7655706,0.006988171299558365 -6759,2004/7/4,2.617190292,22.58773592,13.80960213,1.263708561,7.518663622,671.169242,0.0034940856497791824 -6760,2004/7/5,6.111330334,21.53072208,13.8538438,1.003025368,6.932459849,1045.928595,0.0017470428248895912 -6761,2004/7/6,3.833060155,21.40680322,14.59749889,1.142157971,6.586182355,834.5200963,0.0008735214124447956 -6762,2004/7/7,8.793964031,19.35429461,13.74624831,1.117894365,5.734896067,1507.419552,0.10107119773827278 -6763,2004/7/8,9.39914551,19.39194837,13.23126135,1.019419823,5.969346599,1958.323955,0.1715237462995335 -6764,2004/7/9,12.87084877,18.42877385,12.34607249,1.004099047,5.771072059,3034.309101,0.3600848193341002 -6765,2004/7/10,11.63874269,18.63782529,13.05829262,1.215330553,5.604313771,3479.319509,0.4492520199842665 -6766,2004/7/11,13.58969198,18.32451816,12.94526208,0.911491884,5.468364622,4554.953388,0.6325851231798626 -6767,2004/7/12,6.003756069,19.50133362,12.70427858,0.53316238,6.233465653,2992.834851,0.30572980262603466 -6768,2004/7/13,6.225511356,19.11328385,13.03762503,0.601426887,5.889203399,2660.823313,0.17239991340015776 -6769,2004/7/14,11.40882165,19.64344035,13.4355972,0.837680548,6.035102168,3934.158043,0.39937748017025454 -6770,2004/7/15,8.431115564,19.60591843,13.487547,1.043647295,5.993393981,3503.35974,0.34447087403905197 -6771,2004/7/16,0.614113732,21.12481961,13.40277812,1.343917926,6.87460937,1354.003701,0.16737477643428852 -6772,2004/7/17,2.757910401,21.44866188,13.44329037,1.424308902,7.036891855,1257.094583,0.08368738821714426 -6773,2004/7/18,1.574148845,21.83294689,13.08839849,1.185555962,7.358707383,850.3374959,0.04184369410857213 -6774,2004/7/19,0.822636423,21.55806082,13.98226874,1.321461898,6.910474292,534.1044526,0.020921847054286066 -6775,2004/7/20,17.87584405,22.07783521,14.48828476,1.26145921,7.017607627,3389.212294,0.5878848701775548 -6776,2004/7/21,19.58430808,20.70855214,14.30625462,0.936672104,6.307905175,5545.011518,1.1138411930639065 -6777,2004/7/22,17.33387724,20.84799302,14.51922446,0.553204209,6.30400562,6694.304041,1.3531549164325605 -6778,2004/7/23,15.13404425,19.80319715,14.0572924,0.428823625,5.880279741,7049.271425,1.4233848571249723 -6779,2004/7/24,7.848826031,21.44609287,14.15773717,0.63031637,6.790234243,4812.652553,0.776190733316311 -6780,2004/7/25,6.644647657,21.59820422,14.05267714,0.462534627,6.914985507,3737.834379,0.3836366805631181 -6781,2004/7/26,2.667302535,21.98701619,13.66443746,0.410331524,7.263943566,2156.849198,0.19181834028155906 -6782,2004/7/27,1.932542615,22.96205078,13.80287004,0.598805535,7.741116525,1427.89935,0.09590917014077953 -6783,2004/7/28,3.61357994,21.97476862,13.53005574,0.626015277,7.305332693,1384.858612,0.047954585070389764 -6784,2004/7/29,2.41590478,22.25225309,13.11706493,0.689078436,7.585478724,1003.776412,0.023977292535194882 -6785,2004/7/30,11.10594213,23.00529262,13.52166093,0.676520948,7.856832295,2326.725534,0.25801469138992134 -6786,2004/7/31,14.76624703,21.17175241,14.19142308,0.836979016,6.633554145,3640.575972,0.7580826165999489 -6787,2004/8/1,7.875809673,21.60176888,14.53315959,0.657210496,6.749776949,2787.797949,0.4501518578197952 -6788,2004/8/2,7.271529774,21.4552257,14.31223202,0.813253032,6.752309389,2527.980794,0.265801414906335 -6789,2004/8/3,6.367799334,21.76411283,14.33475095,0.886981174,6.920283908,2246.794162,0.13096520838112874 -6790,2004/8/4,17.93692748,20.55762135,13.64099622,0.999896252,6.502156167,5103.743217,1.0514529518887061 -6791,2004/8/5,1.379430011,22.11423497,14.41353032,1.024401669,7.091896247,1819.687992,0.483218519294849 -6792,2004/8/6,6.206800537,22.11302877,13.74954726,0.332982813,7.324899804,2150.710808,0.2416092596474245 -6793,2004/8/7,8.244926519,21.70561416,14.10889549,0.490427737,6.978584221,2543.632591,0.2346066362351521 -6794,2004/8/8,14.26534837,21.90646326,14.26312768,0.969691337,7.037066941,4148.053867,0.7693538448997412 -6795,2004/8/9,8.987725178,21.66117744,14.14080227,0.915762672,6.946805705,3448.515076,0.5525470660271241 -6796,2004/8/10,2.862441197,21.87813644,13.74854117,1.145349394,7.2074419,1816.56615,0.2666939166788679 -6797,2004/8/11,0.230104595,23.42873912,14.01549987,0.794833398,7.956311749,837.747033,0.13334695833943394 -6798,2004/8/12,0.030850786,23.69835227,14.30508173,1.358248029,8.011584546,489.8959282,0.06667347916971697 -6799,2004/8/13,5.76499641,24.19574995,14.61528724,1.071900105,8.182792165,1117.475505,0.033336739584858485 -6800,2004/8/14,4.222380154,21.41081666,14.01102666,0.561148408,6.866490896,967.0740075,0.016668369792429243 -6801,2004/8/15,9.421838418,21.17092333,13.53515959,0.328380186,6.907452408,1719.288164,0.20938871136829573 -6802,2004/8/16,9.596693205,21.45883955,13.3179467,0.228352128,7.142215807,2100.013809,0.29814415607687084 -6803,2004/8/17,8.209322431,21.05507885,13.45798374,0.278902797,6.876416403,2096.283486,0.2529767982619648 -6804,2004/8/18,7.219945905,21.98681273,13.79994423,0.759926854,7.27094839,2002.073323,0.12176819143011983 -6805,2004/8/19,4.584850464,21.01507876,14.05303235,0.483691136,6.640252208,1492.904687,0.06088409571505991 -6806,2004/8/20,2.568129888,21.41025458,14.13798244,0.942622741,6.835542745,988.7874306,0.030442047857529957 -6807,2004/8/21,4.693768819,23.76861512,14.70792652,0.946841106,7.947293429,1151.742742,0.015221023928764978 -6808,2004/8/22,4.502544258,23.47173438,14.91332793,1.176107941,7.717658009,1087.884287,0.007610511964382489 -6809,2004/8/23,3.843295663,23.892365,14.90920277,1.068751395,7.954844798,933.2743257,0.0038052559821912446 -6810,2004/8/24,5.993971231,22.5708967,14.97736125,0.899494564,7.193724618,1167.288694,0.0019026279910956223 -6811,2004/8/25,4.962522947,22.56706737,14.42531019,1.179455626,7.395601349,1077.633477,0.0009513139955478111 -6812,2004/8/26,6.661740405,22.66471015,14.59864709,1.090086298,7.391995724,1311.04856,0.00047565699777390557 -6813,2004/8/27,5.929328365,21.90224443,14.30069766,0.989144547,7.074829061,1284.860818,0.00023782849888695279 -6814,2004/8/28,8.208427907,21.70203398,14.52125529,0.778916707,6.881409698,1684.022328,0.08426093170408612 -6815,2004/8/29,5.04378803,22.52194322,14.88904742,0.715750525,7.215483883,1326.346747,0.03946287657055439 -6816,2004/8/30,3.673502157,23.20341206,14.84329752,0.919252678,7.62080289,1021.476294,0.019731438285277195 -6817,2004/8/31,11.43028643,22.37252104,14.51668618,0.894511602,7.274815157,2204.845654,0.256198910285842 -6818,2004/9/1,10.46454954,22.29955083,14.85892173,0.882673864,7.109751412,2549.804787,0.3320050851085441 -6819,2004/9/2,6.93705145,23.12934606,14.92858648,0.916899232,7.560116675,2099.393547,0.1593541045791678 -6820,2004/9/3,3.62023511,23.2129568,14.88780702,0.871089151,7.625496972,1367.735664,0.0796770522895839 -6821,2004/9/4,4.322710111,22.39529251,14.87345039,0.871189439,7.170079124,1258.400513,0.03983852614479195 -6822,2004/9/5,5.271690651,23.15069765,15.1418251,0.988101191,7.506359181,1322.509315,0.019919263072395974 -6823,2004/9/6,32.23388591,22.35758765,14.29292647,1.003293908,7.368886332,7831.881348,1.425605254018955 -6824,2004/9/7,27.1152902,19.55039838,13.17918998,0.648599545,6.197468091,11714.9151,2.326006994545595 -6825,2004/9/8,6.796436615,18.31960096,11.24026412,0.159437269,6.233037939,5678.195959,1.1521816446229427 -6826,2004/9/9,1.575933195,18.17367661,10.91179503,0.175705931,6.270255917,2647.433744,0.5734518267298672 -6827,2004/9/10,3.313495997,17.17018645,10.50509367,0.206382446,5.879272567,2194.687317,0.2867259133649336 -6828,2004/9/11,5.823725578,16.05711731,10.37695314,0.396065729,5.323918643,2404.759175,0.1883398871725273 -6829,2004/9/12,6.3906687,16.37443274,9.277420934,0.707960805,5.879138296,2435.535283,0.13838986972859113 -6830,2004/9/13,13.32198654,18.12887886,8.758746067,0.445092947,6.895427722,4201.290059,0.6508015764600543 -6831,2004/9/14,4.424997902,19.09396454,9.22200149,0.533307186,7.243436686,2372.750535,0.2988934384609708 -6832,2004/9/15,5.759500454,20.00281034,10.29209734,0.684799634,7.410571722,2197.087747,0.1494467192304854 -6833,2004/9/16,14.02718672,19.78525819,11.47118227,0.970972321,6.960921689,4056.042621,0.7224765837480543 -6834,2004/9/17,3.205066838,19.95851715,12.0857615,0.697230978,6.857322052,1974.658318,0.3315490403717329 -6835,2004/9/18,2.857314675,20.27726529,12.33968054,0.77643189,6.94770627,1389.598523,0.16577452018586644 -6836,2004/9/19,1.610432232,19.32757057,11.10382649,0.506572757,6.849145833,902.8383392,0.08288726009293322 -6837,2004/9/20,3.150898591,19.844779,11.59484462,0.366990879,6.968756108,937.1385322,0.04144363004646661 -6838,2004/9/21,0.847078669,19.75609726,11.8401502,0.592564261,6.846101469,508.4477797,0.020721815023233305 -6839,2004/9/22,2.764773692,20.42111087,12.31164004,1.033367978,7.050525427,609.5538789,0.010360907511616653 -6840,2004/9/23,5.561038166,21.2558328,12.50965546,1.241942729,7.437026286,946.8522406,0.005180453755808326 -6841,2004/9/24,9.384110701,20.5952083,12.21079169,0.891147828,7.185030991,1605.056616,0.16011658199352374 -6842,2004/9/25,8.442749984,20.77265966,12.48235216,0.616040649,7.195666229,1776.661446,0.16611203961809512 -6843,2004/9/26,9.426727475,20.7445685,12.11511635,0.476855036,7.303474041,2141.198618,0.23807664046298999 -6844,2004/9/27,0.981274696,20.93290703,11.86688126,0.544149964,7.483757884,828.3248519,0.11313041957334846 -6845,2004/9/28,4.690161368,20.36459227,11.85558819,0.875071523,7.192980947,1075.465681,0.05656520978667423 -6846,2004/9/29,1.045132086,20.50616084,11.11246425,1.125707812,7.495025521,543.9077404,0.028282604893337115 -6847,2004/9/30,1.620608573,20.67478783,10.21209387,0.577820883,7.828490312,452.4825119,0.014141302446668558 -6848,2004/10/1,3.235272459,19.88873782,9.4298826,0.283455708,7.646929457,559.2419585,0.007070651223334279 -6849,2004/10/2,3.4596986,18.59003335,9.476333514,0.641848882,7.004689334,572.9563311,0.0035353256116671394 -6850,2004/10/3,3.714446226,19.80409145,10.63828842,1.196425514,7.291138802,592.6956663,0.0017676628058335697 -6851,2004/10/4,4.565898581,19.64987058,10.40210674,1.122666443,7.284666044,687.7229204,0.0008838314029167849 -6852,2004/10/5,11.04505737,16.12762221,9.459935398,0.533908098,5.768333057,1576.942794,0.27232491656828217 -6853,2004/10/6,15.39147464,14.84063897,5.732338387,0.607619426,6.193011177,2986.502117,0.6467733288322263 -6854,2004/10/7,0.150291303,14.79588175,5.394792134,0.422861639,6.252626485,857.0187152,0.308823061003336 -6855,2004/10/8,0.248332317,16.24795237,8.599758766,0.81216901,6.11402136,449.1940493,0.154411530501668 -6856,2004/10/9,2.506529657,16.30667937,8.362239021,0.78852518,6.216534297,602.9404536,0.077205765250834 -6857,2004/10/10,8.281985186,17.06021306,8.578559092,0.784876304,6.530483527,1413.623179,0.13540849653788206 -6858,2004/10/11,16.50521209,17.43392047,8.480702972,0.784371489,6.743749558,3340.687088,0.6198052266372408 -6859,2004/10/12,2.738607809,17.11319955,8.443609334,1.220822297,6.601338901,1434.605152,0.29413772991381326 -6860,2004/10/13,0.486185448,18.02977377,8.543672181,1.324455974,7.024099109,648.9104405,0.14706886495690663 -6861,2004/10/14,1.538896498,18.57353564,8.686241321,1.242522545,7.25448556,572.0070223,0.07353443247845332 -6862,2004/10/15,0.957836817,15.45302996,8.682556925,1.177450813,5.708082407,395.3572216,0.03676721623922666 -6863,2004/10/16,0.727786286,15.00650852,6.536161203,0.844365851,6.110974656,279.1652254,0.01838360811961333 -6864,2004/10/17,0.263493997,16.7689106,5.679074913,0.775451476,7.107223056,167.3451046,0.009191804059806664 -6865,2004/10/18,0.162512522,16.86147736,5.83931718,0.773753381,7.120459504,107.4587295,0.004595902029903332 -6866,2004/10/19,0.013506099,17.86394294,5.95950139,1.048874745,7.546775945,63.3741973,0.002297951014951666 -6867,2004/10/20,0.012880091,18.26192533,5.653942162,1.084348883,7.783098742,40.81079664,0.001148975507475833 -6868,2004/10/21,0.367381594,18.72769667,6.525668052,1.01455989,7.833290753,46.79926864,0.0005744877537379165 -6869,2004/10/22,0.069186436,16.76624502,6.331410463,1.141654915,6.991213929,25.30190565,0.00028724387686895826 -6870,2004/10/23,0.005331556,15.45122995,4.404966886,0.836102714,6.799718348,14.25158756,0.00014362193843447913 -6871,2004/10/24,0.13315273,15.11560483,2.830947078,0.65631075,6.927697092,13.9549012,7.181096921723957e-05 -6872,2004/10/25,0.506837989,15.47755437,2.941455652,0.445215243,7.063905733,24.32647662,3.590548460861978e-05 -6873,2004/10/26,0.669934616,14.43570685,3.054924834,0.882046848,6.618517021,29.85332092,1.795274230430989e-05 -6874,2004/10/27,0.726978572,13.50792517,2.880169539,1.065502647,6.266419605,31.97998331,8.976371152154946e-06 -6875,2004/10/28,0.668937312,14.37855085,2.310926666,1.154602621,6.719799685,30.31579237,4.488185576077473e-06 -6876,2004/10/29,0.141393091,14.73831251,2.096106032,1.119672562,6.900707229,14.262365,2.2440927880387364e-06 -6877,2004/10/30,0.024887322,14.54666094,1.170381365,0.845568542,6.950686708,7.197218034,1.1220463940193682e-06 -6878,2004/10/31,0.529635365,14.68981943,2.02093552,0.366786275,6.89905158,15.98156926,5.610231970096841e-07 -6879,2004/11/1,0.201602995,14.55972223,2.13755227,0.814948026,6.833383867,9.696077825,2.8051159850484205e-07 -6880,2004/11/2,0.374846171,14.56915942,1.533123297,0.796869606,6.924162613,11.22755417,1.4025579925242103e-07 -6881,2004/11/3,0.19818167,14.6918591,2.116484152,0.959376058,6.89715934,7.62788706,7.012789962621051e-08 -6882,2004/11/4,0.085817596,14.8088374,1.039859426,0.78878947,7.08854288,4.51149522,3.506394981310526e-08 -6883,2004/11/5,0.168852159,14.59627046,0.912630862,0.7405932,7.023429027,4.631864681,1.753197490655263e-08 -6884,2004/11/6,0.147132543,15.05273993,1.090566507,0.947294283,7.186216178,3.884653854,8.765987453276314e-09 -6885,2004/11/7,1.009223639,15.23377706,1.854862056,1.057977089,7.166586384,15.48157407,4.382993726638157e-09 -6886,2004/11/8,1.091190663,14.56701138,2.066307456,1.302663601,6.870883745,21.2539149,2.1914968633190785e-09 -6887,2004/11/9,0.167681602,14.59941382,2.08793033,1.277697241,6.88428759,8.781414091,1.0957484316595393e-09 -6888,2004/11/10,0.139712043,14.79557906,2.02599413,1.331006253,6.976122609,5.71769997,5.478742158297696e-10 -6889,2004/11/11,0.102479842,15.58864349,2.575256357,1.117923958,7.226143052,4.02677265,2.739371079148848e-10 -6890,2004/11/12,0.295021724,15.24623892,2.83103506,1.327683458,7.050017386,5.51822501,1.369685539574424e-10 -6891,2004/11/13,0.078617925,15.12248695,1.642298097,1.308386024,7.169840402,2.933750605,6.84842769787212e-11 -6892,2004/11/14,0.0997911,14.41897206,0.764427754,1.14459923,7.001305524,2.370225038,3.42421384893606e-11 -6893,2004/11/15,1.561816556,13.49887609,-0.014198656,0.986328807,6.734962875,19.5133362,1.71210692446803e-11 -6894,2004/11/16,1.281822306,11.60514002,0.162180197,0.872211107,5.983436472,24.50377309,8.56053462234015e-12 -6895,2004/11/17,2.544408548,11.19541023,0.052881146,0.725299844,5.842191059,58.39502877,4.280267311170075e-12 -6896,2004/11/18,0.23326859,11.98069364,1.098221927,0.811138286,6.001766152,21.1497351,2.1401336555850376e-12 -6897,2004/11/19,0.079311099,12.68002074,0.914131847,1.366113769,6.309302472,10.54778988,1.0700668277925188e-12 -6898,2004/11/20,0.795099004,11.69714897,-0.195580803,0.772108557,6.07588392,21.64054895,5.350334138962594e-13 -6899,2004/11/21,1.425299915,10.89935389,-0.289652838,0.718310963,5.784113011,38.42651186,2.675167069481297e-13 -6900,2004/11/22,0.277634556,11.48155756,-0.804225869,0.795953112,6.072237162,17.67502454,1.3375835347406485e-13 -6901,2004/11/23,0.112519193,11.09078935,-1.641152433,0.772015064,6.019845152,9.634955492,6.687917673703243e-14 -6902,2004/11/24,0.506245053,10.41518623,-0.945118503,0.494519509,5.691072724,14.76267514,3.3439588368516213e-14 -6903,2004/11/25,3.523727296,10.81761693,-1.310663552,0.674599181,5.88728064,92.68246407,1.6719794184258107e-14 -6904,2004/11/26,2.149426003,9.761742134,-0.476549339,0.724657455,5.38450234,92.47258881,8.359897092129053e-15 -6905,2004/11/27,0.016885952,9.902036152,-0.886046806,0.703597552,5.49597638,28.148579,4.179948546064527e-15 -6906,2004/11/28,1.016970421,10.91683656,-0.850416538,0.473712873,5.877145912,45.89183992,2.0899742730322633e-15 -6907,2004/11/29,7.69654266,8.22192653,-2.095311718,0.592927069,5.030056547,354.1751059,0.014894458224143217 -6908,2004/11/30,0.063591188,8.908682853,-3.096823167,0.596445348,5.386853803,93.72722527,0.00740563037943446 -6909,2004/12/1,1.081413895,11.06574125,-1.747563863,0.95952472,6.038253318,96.36723868,0.00370281518971723 -6910,2004/12/2,0.454801255,11.13011679,-3.53863482,0.934055215,6.214237067,60.43586821,0.001851407594858615 -6911,2004/12/3,0.043105631,10.42275051,-4.105652115,0.57198817,6.003767531,29.52351124,0.0009257037974293075 -6912,2004/12/4,0.005344071,11.1046213,-3.926361079,0.688048635,6.234004914,17.35244974,0.00046285189871465377 -6913,2004/12/5,3.18e-05,11.49370371,-3.35437405,0.802966926,6.336948589,11.01901057,0.00023142594935732688 -6914,2004/12/6,0.815768955,9.939728953,-2.769907305,0.470359033,5.734499186,32.81968809,0.00011571297467866344 -6915,2004/12/7,0.000213833,8.436289369,-3.760697787,0.639792662,5.291443526,10.83211203,5.785648733933172e-05 -6916,2004/12/8,0.000238796,9.852939246,-2.799145902,0.687055201,5.708933644,5.747121139,2.892824366966586e-05 -6917,2004/12/9,0.034620084,10.41089885,-2.526128351,0.547114356,5.886767312,4.471724264,1.446412183483293e-05 -6918,2004/12/10,0.026447122,9.703635121,-2.597836689,0.911991823,5.638840142,3.136120075,7.232060917416465e-06 -6919,2004/12/11,0.0,11.0295104,-2.355975575,0.61722697,6.099347659,1.76211352,3.6160304587082326e-06 -6920,2004/12/12,0.020374772,11.29000254,-2.472851494,0.665144672,6.206125036,1.472956834,1.8080152293541163e-06 -6921,2004/12/13,0.000279086,11.23117106,-3.28638462,0.921650387,6.250109633,0.813490084,9.040076146770581e-07 -6922,2004/12/14,0.009715431,11.50468386,-3.202235358,0.443463499,6.343648855,0.645736139,4.5200380733852907e-07 -6923,2004/12/15,0.298571027,10.86140849,-2.228638769,0.772065669,6.030936303,4.257364539,2.2600190366926453e-07 -6924,2004/12/16,0.071378328,10.35375393,-3.009984781,0.872825673,5.917117884,2.042547871,1.1300095183463227e-07 -6925,2004/12/17,1.443784137,10.09753815,-3.654812124,1.003999707,5.877559952,20.55298462,5.6500475917316134e-08 -6926,2004/12/18,0.007039407,11.83243094,-2.923237167,0.926262697,6.44635371,5.302196193,2.8250237958658067e-08 -6927,2004/12/19,0.027625804,12.47029316,-2.406591712,1.235171671,6.641632585,2.757365297,1.4125118979329033e-08 -6928,2004/12/20,0.076931806,12.17304822,-1.943207036,1.51134699,6.494027559,2.464197149,7.062559489664517e-09 -6929,2004/12/21,0.145938271,10.84408989,-1.340890795,1.481597417,5.938538601,2.784808404,3.5312797448322584e-09 -6930,2004/12/22,0.006445655,10.77390109,-2.966130321,1.37977401,6.069744832,1.182594292,1.7656398724161292e-09 -6931,2004/12/23,0.07018163,10.65948944,-3.133424131,1.243235178,6.042569743,1.293076615,8.828199362080646e-10 -6932,2004/12/24,0.00074086,11.06445877,-3.324335045,1.315299747,6.202922575,0.577956751,4.414099681040323e-10 -6933,2004/12/25,0.036475206,11.6307371,-3.070257328,1.413839793,6.389057352,0.610444937,2.2070498405201615e-10 -6934,2004/12/26,0.100605008,11.32709064,-2.12551848,1.532592496,6.200935538,0.969606863,1.1035249202600807e-10 -6935,2004/12/27,0.091453936,8.27980846,-4.617907858,1.772587504,5.321265131,0.922032638,5.5176246013004037e-11 -6936,2004/12/28,0.348885836,11.41656245,-4.248315002,1.510444426,6.38842789,2.620396204,2.7588123006502018e-11 -6937,2004/12/29,0.005538944,13.51218541,-1.364818379,2.045872453,6.950778968,0.765883048,1.3794061503251009e-11 -6938,2004/12/30,0.254471239,13.05266526,-1.388265795,1.346870302,6.779079364,1.918681517,6.8970307516255046e-12 -6939,2004/12/31,1.14937329,10.29673686,-1.431749451,0.937232648,5.747595338,9.575857131,3.4485153758127523e-12 -6940,2005/1/1,0.1953935,11.70776655,0.119268446,1.35118475,6.093777307,4.267538018,1.7242576879063761e-12 -6941,2005/1/2,0.000375911,13.35697529,0.067048061,1.462729892,6.745602015,1.579594563,8.621288439531881e-13 -6942,2005/1/3,0.0,14.01672201,-0.697647746,1.200170117,7.082691787,0.898829144,4.3106442197659404e-13 -6943,2005/1/4,0.000167099,13.66084234,-1.44381791,1.657028864,7.014254344,0.576443102,2.1553221098829702e-13 -6944,2005/1/5,0.014580967,13.2384812,-2.545671074,1.11956715,6.941562586,0.45973302,1.0776610549414851e-13 -6945,2005/1/6,0.006721034,13.65966485,-1.213498529,1.142855153,6.993240382,0.299042359,5.3883052747074255e-14 -6946,2005/1/7,0.018004322,12.43063809,-1.50706311,1.389153746,6.554914981,0.259225768,2.6941526373537127e-14 -6947,2005/1/8,0.184832338,11.02015738,-2.572433007,1.36707259,6.128423452,0.956612423,1.3470763186768564e-14 -6948,2005/1/9,0.696978916,10.4529069,-2.118393289,1.315493413,5.878158177,4.113146078,6.735381593384282e-15 -6949,2005/1/10,0.739768835,10.17662005,-1.553973682,1.618699461,5.71500561,6.492127529,3.367690796692141e-15 -6950,2005/1/11,0.165631629,9.439939458,-1.904584857,1.369769351,5.481513265,3.137439258,1.6838453983460705e-15 -6951,2005/1/12,0.060698446,7.774685777,-4.822182383,1.554717089,5.161967704,1.667501806,8.419226991730352e-16 -6952,2005/1/13,8.27e-06,9.693718642,-4.799089718,0.886471311,5.815111066,0.802840595,4.209613495865176e-16 -6953,2005/1/14,0.257529489,8.003620338,-3.732506724,0.729076222,5.151734348,2.256390824,2.104806747932588e-16 -6954,2005/1/15,0.009430395,8.039381132,-3.060593011,0.867509396,5.098431779,0.80523482,1.052403373966294e-16 -6955,2005/1/16,0.097731546,10.72528904,-1.767556435,1.326249406,5.938403324,1.02187045,5.26201686983147e-17 -6956,2005/1/17,0.067535483,11.6456388,-0.392868184,1.573976351,6.12875707,0.802314161,2.631008434915735e-17 -6957,2005/1/18,0.043392533,11.74529409,-0.545836515,1.622283379,6.184690743,0.563947343,1.3155042174578675e-17 -6958,2005/1/19,0.317460458,10.9421224,-1.296569013,1.625474408,5.965552253,1.998551475,6.577521087289338e-18 -6959,2005/1/20,0.520923326,10.79635969,-0.95918601,1.759678477,5.870317107,3.884200323,3.288760543644669e-18 -6960,2005/1/21,0.391921852,10.1779465,-4.462562472,1.561383841,5.955743072,3.912214597,1.6443802718223344e-18 -6961,2005/1/22,0.094306552,11.54537047,-4.584106124,1.40768803,6.4384836,1.893330756,8.221901359111672e-19 -6962,2005/1/23,1.072912699,11.84936449,-1.290420013,1.746435823,6.301115836,9.919655238,4.110950679555836e-19 -6963,2005/1/24,0.073746607,11.54594613,-2.193799473,2.049421703,6.273523037,3.35692164,2.055475339777918e-19 -6964,2005/1/25,0.013377423,12.45723937,-2.849308167,1.786918475,6.65771116,1.546244684,1.027737669888959e-19 -6965,2005/1/26,0.128304913,12.4940877,-2.466173221,1.537070213,6.641522447,1.887693847,5.138688349444795e-20 -6966,2005/1/27,0.08301122,12.83133234,-2.83492241,1.795857384,6.790038475,1.409331313,2.5693441747223975e-20 -6967,2005/1/28,0.027897635,13.50567874,-3.134694897,1.795339584,7.053614487,0.802313164,1.2846720873611988e-20 -6968,2005/1/29,0.010412834,14.05012154,-2.637166939,1.746463,7.221710672,0.473053808,6.423360436805994e-21 -6969,2005/1/30,0.002299116,14.71591426,-2.330519965,1.568242998,7.44791439,0.282719987,3.211680218402997e-21 -6970,2005/1/31,0.029748382,16.17167989,-0.724674825,1.642460419,7.885890605,0.310511483,1.6058401092014985e-21 -6971,2005/2/1,0.036821885,14.81076866,1.482182075,1.836246456,7.117959618,0.294676795,8.029200546007492e-22 -6972,2005/2/2,0.003900586,13.99984659,-0.721001455,1.959259347,7.043842348,0.137815643,4.014600273003746e-22 -6973,2005/2/3,0.012733306,12.73405297,-2.364498061,1.546437672,6.706925209,0.116684346,2.007300136501873e-22 -6974,2005/2/4,0.036438886,13.57874391,-1.799632322,1.588646191,6.974082211,0.164526736,1.0036500682509365e-22 -6975,2005/2/5,0.888315288,12.90687111,-2.521907946,1.837658133,6.777695983,3.778908601,5.018250341254683e-23 -6976,2005/2/6,0.144881945,12.5790104,-2.339185849,1.843319332,6.641303682,1.699885804,2.5091251706273414e-23 -6977,2005/2/7,0.014632644,12.54503439,-3.220103721,1.567470371,6.688620911,0.672783773,1.2545625853136707e-23 -6978,2005/2/8,0.033598886,13.01963723,-2.948475265,1.53471262,6.840903917,0.504488757,6.2728129265683534e-24 -6979,2005/2/9,0.030363962,13.0618685,-3.554721181,1.535697313,6.889721683,0.382225552,3.1364064632841767e-24 -6980,2005/2/10,0.040907729,13.36413671,-3.082439502,1.455310829,6.969469895,0.341518526,1.5682032316420883e-24 -6981,2005/2/11,0.074811338,14.25087315,-2.030078259,1.378498716,7.224583747,0.411923405,7.841016158210442e-25 -6982,2005/2/12,1.206951413,14.15058038,0.07646273,1.767442918,6.996196687,6.495865675,3.920508079105221e-25 -6983,2005/2/13,1.990521572,12.80328458,-0.638566919,1.846116567,6.551636748,21.4914626,1.9602540395526104e-25 -6984,2005/2/14,1.0950296,12.32420107,-1.183561612,2.010784196,6.424255328,20.74683025,9.801270197763052e-26 -6985,2005/2/15,0.689561216,12.39925269,-0.828807082,1.741397593,6.413196828,16.77792333,4.900635098881526e-26 -6986,2005/2/16,0.756349581,12.9731478,-0.092078094,2.1057367,6.547929755,17.87019795,2.450317549440763e-26 -6987,2005/2/17,0.123348238,14.08029803,-0.649704479,1.971398216,7.02838553,7.973082875,1.2251587747203815e-26 -6988,2005/2/18,0.073262833,14.93505874,0.282249097,1.789340253,7.262224297,4.762639651,6.1257938736019076e-27 -6989,2005/2/19,0.332914198,15.1824181,-0.127061638,1.826883549,7.396233579,6.853016236,3.0628969368009538e-27 -6990,2005/2/20,1.756757213,14.28475255,-0.019688516,1.942913597,7.034631149,28.91560198,1.5314484684004769e-27 -6991,2005/2/21,1.036168182,14.70553826,0.193446256,1.931744684,7.172304219,26.18154996,7.6572423420023845e-28 -6992,2005/2/22,0.147148609,14.83381769,-0.613699975,1.761549107,7.29699111,10.70410009,3.8286211710011923e-28 -6993,2005/2/23,0.155896567,14.53922841,-2.070156472,1.826543592,7.297062997,7.321282894,1.9143105855005961e-28 -6994,2005/2/24,0.07180579,13.73840852,-2.98847188,1.681658744,7.057572224,4.561108629,9.571552927502981e-29 -6995,2005/2/25,0.087144315,14.57168633,-1.110136146,1.577248709,7.229840187,3.514186489,4.7857764637514903e-29 -6996,2005/2/26,0.049213442,14.84824444,-1.34517456,1.549703923,7.349451599,2.328340357,2.3928882318757452e-29 -6997,2005/2/27,0.011393531,14.7610187,-1.825354136,1.315712619,7.348505374,1.340410364,1.1964441159378726e-29 -6998,2005/2/28,0.091704758,14.90545688,-0.902713834,1.56818391,7.328104761,1.605701151,5.982220579689363e-30 -6999,2005/3/1,0.22001522,15.10683621,1.059420961,1.605787999,7.205607258,2.523696291,2.9911102898446814e-30 -7000,2005/3/2,0.494095605,14.44085911,0.063477878,1.309878591,7.052107785,5.032429282,1.4955551449223407e-30 -7001,2005/3/3,0.552720318,11.38511217,-1.310325701,0.676203475,6.037817115,6.532620537,7.477775724611704e-31 -7002,2005/3/4,0.787819967,6.722510227,-4.357660071,0.284240252,4.686063476,10.20692582,3.738887862305852e-31 -7003,2005/3/5,3.295769621,5.941181041,-2.768451084,0.459179707,4.240832361,58.26764892,1.869443931152926e-31 -7004,2005/3/6,3.867920661,9.716013674,-1.409261083,0.761883631,5.424766228,123.1741894,9.34721965576463e-32 -7005,2005/3/7,0.132795696,12.32956473,-0.994093789,1.206156081,6.342709419,37.08831478,4.673609827882315e-32 -7006,2005/3/8,0.202267568,14.51189964,-0.264632371,1.482866036,7.090145706,22.50513132,2.3368049139411574e-32 -7007,2005/3/9,0.141938836,16.21227804,0.171829291,1.715873987,7.699636666,15.25389494,1.1684024569705787e-32 -7008,2005/3/10,0.555102366,15.65859588,0.004921767,1.654276759,7.49669816,21.16775215,5.8420122848528935e-33 -7009,2005/3/11,0.504763557,16.73068064,1.232812469,1.199885956,7.789664869,19.4262158,2.9210061424264467e-33 -7010,2005/3/12,0.447343227,16.31797182,0.097504883,0.861466921,7.734584513,16.65811579,1.4605030712132234e-33 -7011,2005/3/13,4.895832253,14.29995858,-0.357417967,0.920826774,6.999007163,141.3201647,7.302515356066117e-34 -7012,2005/3/14,7.838244608,14.10274794,0.535688862,1.238549558,6.82440647,401.668009,4.0200523122298065e-05 -7013,2005/3/15,4.194986238,14.0622137,1.556889886,1.253296104,6.676054265,364.1572926,2.0099464549279617e-05 -7014,2005/3/16,0.131075973,15.04482763,1.746262296,1.028655527,7.038067988,119.3707715,1.0049732274639809e-05 -7015,2005/3/17,0.212339945,16.91300352,2.149208025,0.962379657,7.732712096,71.1377346,5.024866137319904e-06 -7016,2005/3/18,0.216749202,17.21872642,2.524511184,1.201969671,7.806102713,50.25256437,2.512433068659952e-06 -7017,2005/3/19,0.560234052,15.81114489,3.577309693,1.403947009,7.072926424,51.24379441,1.256216534329976e-06 -7018,2005/3/20,0.245952903,15.85104457,3.460623797,1.596509326,7.103997712,32.47485738,6.28108267164988e-07 -7019,2005/3/21,0.119769103,15.92313004,2.309610999,1.555691617,7.295831133,20.1099939,3.14054133582494e-07 -7020,2005/3/22,0.098210319,16.92412749,1.940014991,1.334702971,7.739561746,13.77486816,1.57027066791247e-07 -7021,2005/3/23,0.431928707,15.99262676,3.760340842,1.026101009,7.10282756,18.96030831,7.85135333956235e-08 -7022,2005/3/24,2.402168172,14.01225338,4.540522818,0.865639393,6.111075367,75.25278642,3.925676669781175e-08 -7023,2005/3/25,2.658671582,10.56530379,3.253498052,1.101454105,4.897020105,110.8288337,1.9628383348905876e-08 -7024,2005/3/26,0.608255994,12.40859745,0.607910461,1.124556163,6.116589786,53.84050413,9.814191674452938e-09 -7025,2005/3/27,0.556172734,13.31432207,0.466945093,1.124924973,6.478665784,40.27462785,4.907095837226469e-09 -7026,2005/3/28,0.564083788,15.33428057,1.402621163,1.189678762,7.14610437,35.14730238,2.4535479186132345e-09 -7027,2005/3/29,0.292146753,15.39327096,2.256678528,1.162806201,7.056088449,22.96639634,1.2267739593066173e-09 -7028,2005/3/30,0.00016823,16.86946157,3.39852863,1.256577741,7.492188083,10.36239052,6.133869796533086e-10 -7029,2005/3/31,0.014010794,17.41946183,4.109303252,1.210301209,7.610907593,6.543920267,3.066934898266543e-10 -7030,2005/4/1,0.186503715,16.62249206,3.597084896,0.714551601,7.352166967,7.878956862,1.5334674491332716e-10 -7031,2005/4/2,0.445016573,16.22942591,2.863602319,0.52212942,7.292999797,11.92343034,7.667337245666358e-11 -7032,2005/4/3,2.636360005,12.951465,2.550660089,0.411456382,6.007477029,61.73816024,3.833668622833179e-11 -7033,2005/4/4,0.36614611,11.01690178,1.956581121,0.825832422,5.326405355,25.05805109,1.9168343114165895e-11 -7034,2005/4/5,3.309340587,11.92288097,1.2085481,1.284381122,5.807626356,104.9316865,9.584171557082947e-12 -7035,2005/4/6,0.1655435,16.54905644,2.926060152,1.601368581,7.396781773,33.73586123,4.792085778541474e-12 -7036,2005/4/7,0.380026042,17.21982422,4.503943786,1.834910345,7.433674418,25.68493692,2.396042889270737e-12 -7037,2005/4/8,0.212217023,18.18491019,4.716872419,1.958906355,7.803004749,17.079273,1.1980214446353684e-12 -7038,2005/4/9,0.669143936,19.07207132,5.528248002,1.947912849,8.047400823,24.09966462,5.990107223176842e-13 -7039,2005/4/10,0.944628687,18.65501593,6.837048702,2.037657751,7.624100731,30.62643354,2.995053611588421e-13 -7040,2005/4/11,6.349549542,18.92027698,6.699764521,1.628989446,7.764575451,219.8944059,1.4975268057942105e-13 -7041,2005/4/12,1.072651829,17.68292143,4.508292742,1.135001007,7.606031913,99.33726238,7.487634028971053e-14 -7042,2005/4/13,2.208926814,15.71099077,4.296908845,0.983616937,6.808206672,126.139208,3.743817014485526e-14 -7043,2005/4/14,0.24577758,16.69875345,4.917728572,1.292205807,7.112757295,51.86260743,1.871908507242763e-14 -7044,2005/4/15,0.122615107,17.61255974,5.953154578,1.502809771,7.312808151,29.25735865,9.359542536213816e-15 -7045,2005/4/16,0.08144518,18.78881354,5.684692934,1.272498695,7.867095994,18.9211218,4.679771268106908e-15 -7046,2005/4/17,0.8032709,19.50758425,6.399760876,1.145908771,8.051422411,33.73670852,2.339885634053454e-15 -7047,2005/4/18,1.62781043,18.54052624,6.205924424,1.087486842,7.658587567,58.86618579,1.169942817026727e-15 -7048,2005/4/19,1.452302276,18.20368675,5.934070978,0.646541919,7.557081858,61.45495379,5.849714085133635e-16 -7049,2005/4/20,5.768298098,18.41837946,6.025563415,0.806019311,7.629580292,243.6221155,2.9248570425668174e-16 -7050,2005/4/21,4.470800349,17.92733136,5.863516546,1.357860541,7.441602287,293.1710404,1.4624285212834087e-16 -7051,2005/4/22,1.175769053,18.9324931,5.577355426,1.204368478,7.920162333,148.5094735,7.312142606417044e-17 -7052,2005/4/23,0.192278033,19.24558042,5.969223078,1.320702347,7.98498828,67.42634586,3.656071303208522e-17 -7053,2005/4/24,2.698461352,19.87118739,6.690862653,1.17354509,8.127870628,161.5067463,1.828035651604261e-17 -7054,2005/4/25,4.302943786,19.75113862,6.912990049,1.325660905,8.030491278,277.2048781,9.140178258021304e-18 -7055,2005/4/26,8.486528896,19.88517873,7.663728761,1.175725866,7.942305574,658.7375771,6.649145311256648e-05 -7056,2005/4/27,7.54851069,19.44686095,7.753410305,1.314232518,7.721834233,838.278937,3.324166470046202e-05 -7057,2005/4/28,0.384410146,18.28857782,7.568589847,1.709390006,7.231484163,278.9474991,1.662083235023101e-05 -7058,2005/4/29,0.256515548,19.47810439,7.58402422,1.893744003,7.76247896,151.4574835,8.310416175115505e-06 -7059,2005/4/30,0.160667717,19.79318938,7.435330728,1.601638961,7.92925627,96.60477641,4.155208087557752e-06 -7060,2005/5/1,1.09444184,20.41787751,8.175199376,1.337908901,8.059473515,121.2085754,2.077604043778876e-06 -7061,2005/5/2,3.54742451,19.3124548,8.221993768,1.475528942,7.540495234,258.943241,1.038802021889438e-06 -7062,2005/5/3,1.415845629,17.67930446,8.130517172,1.389486128,6.802229213,163.4782328,5.19401010944719e-07 -7063,2005/5/4,0.813638068,19.32658381,8.48155423,1.622320212,7.481395441,106.4202069,2.597005054723595e-07 -7064,2005/5/5,0.29079719,19.97886342,8.598195567,1.301693795,7.753025139,60.13367758,1.2985025273617976e-07 -7065,2005/5/6,10.27904894,17.45046528,8.273467516,1.218951914,6.649293284,675.6431617,0.0015242518247127687 -7066,2005/5/7,1.358781503,15.75392186,9.074416221,1.109728426,5.587250187,276.1645849,0.0007618058982941389 -7067,2005/5/8,0.411680456,15.49865211,8.19884631,1.080875017,5.728883389,133.8740313,0.00038090294914706945 -7068,2005/5/9,0.442414136,18.45287749,8.785708725,1.432835798,6.983115661,95.8740271,0.00019045147457353472 -7069,2005/5/10,4.879485192,19.39178531,10.47480229,1.338951361,6.983927243,371.001718,9.522573728676736e-05 -7070,2005/5/11,0.37509986,20.98596102,9.984285635,1.930170188,7.884626915,132.4998791,4.761286864338368e-05 -7071,2005/5/12,0.350649322,20.49338675,9.346840195,1.677812748,7.798118076,79.76082277,2.380643432169184e-05 -7072,2005/5/13,0.382886054,20.56784848,8.84727469,1.871527221,7.940900123,60.4581936,1.190321716084592e-05 -7073,2005/5/14,0.253730046,20.92219387,8.955095553,1.663033919,8.077462231,41.44266477,5.95160858042296e-06 -7074,2005/5/15,0.811126951,20.55459388,9.019519956,2.038419756,7.890180514,53.59034917,2.97580429021148e-06 -7075,2005/5/16,0.758366881,20.7457254,9.315599228,2.004312799,7.909545114,48.92875309,1.48790214510574e-06 -7076,2005/5/17,1.44253986,21.59678805,9.444818454,1.717472322,8.273759345,69.90623241,7.4395107255287e-07 -7077,2005/5/18,0.799468928,20.82781845,9.108984478,1.65631478,7.986974832,50.09562,3.71975536276435e-07 -7078,2005/5/19,4.676665237,21.4975888,9.383125443,1.819276191,8.234296328,201.4573079,1.859877681382175e-07 -7079,2005/5/20,1.825925952,20.74173532,10.18288393,1.328729495,7.689470862,135.0452465,9.299388406910875e-08 -7080,2005/5/21,3.662994698,20.55199438,9.299595569,1.765200963,7.806900618,220.4671191,4.6496942034554376e-08 -7081,2005/5/22,2.605969682,20.90018654,9.166386841,1.741558336,7.995267104,201.9256116,2.3248471017277188e-08 -7082,2005/5/23,1.48226391,21.19484585,10.11356533,1.596424246,7.913737504,142.6802663,1.1624235508638594e-08 -7083,2005/5/24,2.534899758,21.8858116,10.72621312,1.746003611,8.093402593,183.4329542,5.812117754319297e-09 -7084,2005/5/25,4.051348436,21.51156096,10.92787357,1.52906327,7.859020756,285.831748,2.9060588771596485e-09 -7085,2005/5/26,2.566100568,22.71099032,11.18378333,1.588530737,8.374331305,238.0972242,1.4530294385798242e-09 -7086,2005/5/27,2.412724808,23.84151904,11.91491374,1.977217034,8.743345514,222.1579193,7.265147192899121e-10 -7087,2005/5/28,5.443331323,23.49157391,11.97633649,1.702460048,8.553614783,423.3078782,3.6325735964495606e-10 -7088,2005/5/29,14.23333524,24.29151895,12.02269621,1.100974196,8.931265416,1421.188589,0.006941565886767695 -7089,2005/5/30,9.629287197,22.55069805,12.51322375,1.022470496,7.93537432,1528.601887,0.014641683234720398 -7090,2005/5/31,3.902918371,23.18352123,13.07184434,1.390382537,8.096409813,945.638198,0.007283977101756819 -7091,2005/6/1,5.501705673,22.02236399,13.03788289,1.253447257,7.502589392,1030.2153,0.0036419885508784094 -7092,2005/6/2,5.966090249,22.66210395,13.26685012,1.126660436,7.764207753,1121.983524,0.0018209942754392047 -7093,2005/6/3,3.259008051,21.48455174,12.88843255,1.135637116,7.26302916,787.5332299,0.0009104971377196023 -7094,2005/6/4,2.209337442,21.40419706,12.94792978,1.199913219,7.19954949,561.5561656,0.00045524856885980117 -7095,2005/6/5,3.959410396,20.67065955,12.35854063,1.03065732,7.001038539,678.1926044,0.00022762428442990059 -7096,2005/6/6,6.943160087,21.54805889,12.1833901,0.774357762,7.505169793,1063.664598,0.00011381214221495029 -7097,2005/6/7,2.897102814,21.84947579,12.44856837,1.184354201,7.579213117,675.7876995,5.6906071107475147e-05 -7098,2005/6/8,1.573138695,22.01369519,12.98240994,1.054150603,7.501078755,426.1160608,2.8453035553737573e-05 -7099,2005/6/9,4.62200438,22.18076016,13.62689653,1.161143551,7.382305164,669.4997028,1.4226517776868787e-05 -7100,2005/6/10,4.115703551,21.03195749,13.28845655,1.464516332,6.876072415,662.9629307,7.113258888434393e-06 -7101,2005/6/11,2.917963498,21.72352431,13.47742065,1.403192414,7.183512352,532.8440765,3.5566294442171967e-06 -7102,2005/6/12,1.371488491,22.25716567,14.1638888,1.447983985,7.237767225,331.1007204,1.7783147221085983e-06 -7103,2005/6/13,3.177923097,23.37988996,14.26092932,1.394963195,7.811281507,437.1096506,8.891573610542992e-07 -7104,2005/6/14,7.276931757,24.03593062,14.05781349,1.31449271,8.219942882,875.3512929,4.445786805271496e-07 -7105,2005/6/15,5.681819563,22.14290693,14.22698159,0.67300474,7.148863305,868.3910285,2.222893402635748e-07 -7106,2005/6/16,21.59093284,22.14995915,14.42274294,0.754093289,7.081826139,3542.326791,0.05280497840852376 -7107,2005/6/17,10.84360474,20.45421042,14.47963418,0.866725857,6.084730409,3068.435646,0.11217133238320547 -7108,2005/6/18,5.51426189,21.32942254,14.16675854,1.098327487,6.714401413,2082.033459,0.05531103061595992 -7109,2005/6/19,3.615582096,20.95251341,13.98823515,1.127261227,6.568094981,1461.43459,0.02765551530797996 -7110,2005/6/20,1.883850616,21.25493292,13.5199585,1.114933982,6.904784314,926.2345,0.01382775765398998 -7111,2005/6/21,8.026495614,21.87228956,13.6680176,1.27536723,7.187608595,1782.636726,0.023191600535265255 -7112,2005/6/22,5.819586151,21.63895572,13.68723843,1.260307076,7.054002352,1578.808539,0.011437874219183491 -7113,2005/6/23,10.5252074,21.49986799,14.08993184,1.020807569,6.834038356,2450.823107,0.07658963184834776 -7114,2005/6/24,10.79322578,19.50696745,12.98355989,1.207109162,6.132455593,2926.61339,0.1436509655862646 -7115,2005/6/25,2.312213481,20.41652693,12.71125833,1.599937965,6.726650753,1374.4275,0.07061927210743407 -7116,2005/6/26,2.215464472,20.75984169,12.84486917,1.406480237,6.86434851,978.3487899,0.035309636053717036 -7117,2005/6/27,0.632255631,22.36907011,13.1698603,1.648530753,7.606625299,541.1352242,0.017654818026858518 -7118,2005/6/28,5.577799659,23.60411192,14.09422619,1.440097125,7.968302846,1082.819092,0.008827409013429259 -7119,2005/6/29,8.630949342,24.01864052,14.66064674,1.319937566,8.009804995,1649.148158,0.018175884793241982 -7120,2005/6/30,10.96100299,22.66775138,15.14297338,1.384543927,7.098263984,2308.121989,0.0968131661193817 -7121,2005/7/1,6.562875478,24.00729893,15.30817309,1.632266467,7.788292166,1845.497061,0.047406970215022465 -7122,2005/7/2,6.715532386,23.27844865,14.81871434,1.452665974,7.555328142,1792.668691,0.023703485107511232 -7123,2005/7/3,4.179748177,22.97787951,14.75918885,1.341171542,7.410449074,1317.543348,0.011851742553755616 -7124,2005/7/4,6.433958946,23.07648448,14.76446806,1.08604722,7.462954628,1546.989962,0.005925871276877808 -7125,2005/7/5,2.82138145,24.07203122,14.76921696,1.273366788,8.00283641,972.7707947,0.002962935638438904 -7126,2005/7/6,1.137583655,24.83884299,15.277063,1.284661317,8.252539301,552.2508646,0.001481467819219452 -7127,2005/7/7,4.443562648,24.82414559,15.20741205,1.296818207,8.26723149,814.1305046,0.000740733909609726 -7128,2005/7/8,9.904562697,24.05209198,15.53562198,1.335972119,7.73457185,1596.923901,0.0415360289796781 -7129,2005/7/9,6.246538699,22.4004388,14.36190327,1.196990725,7.232378687,1365.065635,0.02037754931062208 -7130,2005/7/10,1.154170823,20.47329603,13.30798594,0.97862172,6.547334599,610.6479506,0.01018877465531104 -7131,2005/7/11,12.00816505,20.74760123,12.80125376,0.390430533,6.872302804,2024.126993,0.10303209644948061 -7132,2005/7/12,15.20900546,20.00084977,12.82544414,0.299673494,6.462680802,3389.251975,0.26059229492385383 -7133,2005/7/13,10.48757023,20.42646124,12.91935563,0.664754331,6.661127101,3224.667198,0.2515318965067686 -7134,2005/7/14,8.565582476,20.65418005,13.2355501,0.805779203,6.67463035,2946.131757,0.19169806278567758 -7135,2005/7/15,11.6707414,21.04018641,13.65373963,1.044786222,6.73791682,3768.112387,0.280512581450393 -7136,2005/7/16,4.868296602,22.33215686,14.50999456,1.36567389,7.146513749,2343.915591,0.13675395706300314 -7137,2005/7/17,6.597878354,23.25339393,14.77682532,1.456704597,7.562391084,2344.527482,0.06837697853150157 -7138,2005/7/18,10.4384729,22.95893878,15.06142831,1.274054245,7.299509475,3138.237347,0.15715434595010486 -7139,2005/7/19,18.93739525,21.08329445,14.8622009,0.858995524,6.296916188,5851.193327,0.6079773790018373 -7140,2005/7/20,5.451273519,20.4984784,14.32583638,0.506209154,6.174988242,3171.085802,0.29280159228490604 -7141,2005/7/21,7.966751006,21.09543815,14.72545327,0.59138255,6.362710553,3250.459263,0.2313305721104556 -7142,2005/7/22,13.63584099,21.29558775,14.61421999,0.487033312,6.525589557,4870.958545,0.5001155874030957 -7143,2005/7/23,5.357544769,22.25701393,14.29515387,0.468723406,7.188791056,2968.794137,0.23954228019902354 -7144,2005/7/24,13.19865827,22.7490459,14.33589601,0.6751339,7.445685653,4622.859213,0.4586944008446525 -7145,2005/7/25,14.50437175,21.30743611,14.16670233,0.809301284,6.70887417,5586.930731,0.7183365005003551 -7146,2005/7/26,1.825765236,22.72481822,14.44855204,0.851915961,7.39683542,2253.427542,0.34319917334189504 -7147,2005/7/27,2.093883978,23.98970194,14.9199875,0.872764142,7.929747087,1502.131911,0.17159958667094752 -7148,2005/7/28,4.082206249,24.1802316,15.24649812,0.867214795,7.926468021,1518.168302,0.08579979333547376 -7149,2005/7/29,4.542858867,23.73371187,15.50698625,0.899510744,7.589266847,1427.955056,0.04289989666773688 -7150,2005/7/30,6.93279862,24.69515272,16.05972762,0.729365282,7.934732238,1729.509173,0.02144994833386844 -7151,2005/7/31,12.06923301,23.82831723,15.75413461,0.836400728,7.556632876,2784.017355,0.26656905896133104 -7152,2005/8/1,16.04651009,21.35799579,15.64789722,0.734032181,6.138594622,4307.627367,0.7275504823934411 -7153,2005/8/2,1.971197376,21.9413027,14.38947487,0.771649868,6.995722251,1707.245182,0.3455158719866205 -7154,2005/8/3,4.749983296,24.04176674,15.08781755,1.163180741,7.916110594,1687.279948,0.17275793599331024 -7155,2005/8/4,6.169932757,22.09616984,15.06746888,1.311167362,6.831055659,1816.624487,0.08637896799665512 -7156,2005/8/5,4.112492918,21.41020571,14.81977362,1.082413631,6.531698682,1393.752448,0.04318948399832756 -7157,2005/8/6,5.847295919,21.69198215,15.11286449,1.51921712,6.580306578,1557.127595,0.02159474199916378 -7158,2005/8/7,11.44884745,21.21223418,15.22508107,1.288862232,6.247369195,2699.273271,0.31768575488353684 -7159,2005/8/8,7.559268691,22.19729492,15.38979436,1.270645951,6.770116806,2354.785064,0.19998445598148556 -7160,2005/8/9,9.777635723,21.95413744,15.24568575,1.241431992,6.68730637,2848.992144,0.29709783860740874 -7161,2005/8/10,13.13121679,21.55754118,15.34687034,0.965159153,6.410454679,3975.495875,0.5924767044059338 -7162,2005/8/11,11.87066316,22.47061524,14.99156335,0.301379747,7.091202574,4274.222784,0.6293547240451631 -7163,2005/8/12,12.71944809,23.61180113,14.89876044,0.456724147,7.766426735,4814.492655,0.6831898657468287 -7164,2005/8/13,3.647446992,22.64059329,14.49603502,0.792941142,7.37222974,2453.577828,0.3269260318267312 -7165,2005/8/14,7.978156423,22.04205813,14.79818034,0.85078572,6.926859024,2856.644845,0.2448939877071606 -7166,2005/8/15,6.466032354,21.36986534,14.63383955,0.81475419,6.604965836,2483.21211,0.1192932700958742 -7167,2005/8/16,12.10453921,21.01987341,14.34400893,0.692873464,6.519133597,3731.875463,0.4965002424379861 -7168,2005/8/17,14.14716091,21.13836063,14.35998245,0.925260202,6.584001116,4881.313996,0.8586004628553124 -7169,2005/8/18,3.609310021,21.07359203,14.59579953,1.078231807,6.454402067,2431.21323,0.4032744866209159 -7170,2005/8/19,2.641160978,21.51070644,14.99267459,1.28915499,6.552821999,1596.333326,0.20163724331045796 -7171,2005/8/20,5.508644668,21.82888217,14.97005084,1.526952372,6.75227096,1865.1493,0.10081862165522898 -7172,2005/8/21,10.72177243,21.1022055,14.44694425,1.22278205,6.539221791,2975.265124,0.39053113968196884 -7173,2005/8/22,11.73887467,20.95908565,14.17342669,0.926699639,6.567091176,3667.399754,0.620258053241403 -7174,2005/8/23,13.33449695,20.50693674,14.13010509,0.855887197,6.324318305,4572.056566,0.9166839649090464 -7175,2005/8/24,7.846599136,20.05225328,13.83965999,0.819868889,6.178822692,3499.350498,0.5888977589867559 -7176,2005/8/25,7.488134932,20.45852211,14.05781855,0.76994052,6.330833734,3169.304248,0.3984436510928376 -7177,2005/8/26,6.200780015,20.33632805,13.92344579,1.116978939,6.31651029,2678.113988,0.1938486730857349 -7178,2005/8/27,5.732286557,21.68496293,13.63111479,1.087159155,7.188994454,2346.736668,0.09692433654286745 -7179,2005/8/28,13.53715154,22.15957126,14.12277682,1.030981773,7.282599228,4140.79316,0.647239835454458 -7180,2005/8/29,17.09166418,22.1902477,14.2182828,0.621332692,7.269306672,5988.015599,1.2855331203939246 -7181,2005/8/30,4.94215827,21.39582448,13.73946999,0.22037716,7.001316896,3121.777121,0.5928172974326464 -7182,2005/8/31,1.918334871,22.9337491,13.73891328,0.100667255,7.843092013,1676.702032,0.2964086487163232 -7183,2005/9/1,1.40410171,22.91969809,13.80195401,0.16385034,7.819238819,1090.707267,0.1482043243581616 -7184,2005/9/2,4.589340373,22.760093,13.46320007,0.133844981,7.845131779,1346.742646,0.0741021621790808 -7185,2005/9/3,8.339720929,21.94763255,12.69654689,0.312483584,7.657528607,1941.32237,0.10054197282583499 -7186,2005/9/4,1.724503352,20.95272908,12.61712562,0.238127137,7.161195379,922.1731543,0.04731647255848725 -7187,2005/9/5,0.337423927,20.3257936,11.90143324,0.500766416,7.063063215,459.9226575,0.023658236279243624 -7188,2005/9/6,3.509988578,20.42381452,11.58641372,0.584105395,7.214692647,698.5079421,0.011829118139621812 -7189,2005/9/7,6.966019949,19.65469242,11.15362171,0.242783162,6.953878875,1161.130082,0.006895514046607655 -7190,2005/9/8,0.766292876,20.32819526,11.03350835,0.159787067,7.335647708,462.6696014,0.003408128211779314 -7191,2005/9/9,4.172334509,22.06117023,10.9637794,0.516850384,8.218939524,695.3905847,0.001704064105889657 -7192,2005/9/10,4.627039235,22.17458252,11.39953355,1.003268658,8.167839236,769.906179,0.0008520320529448285 -7193,2005/9/11,2.7841506,22.15808562,11.73350571,0.914828946,8.075100892,562.7574983,0.00042601602647241425 -7194,2005/9/12,0.357191467,21.73069008,11.76365679,0.348248163,7.85499942,248.4063107,0.00021300801323620712 -7195,2005/9/13,1.68629776,22.40542108,11.98983476,0.693897555,8.138926801,273.7517631,0.00010650400661810356 -7196,2005/9/14,1.347183527,21.89587229,12.41942967,0.820494219,7.75870476,220.2513902,5.325200330905178e-05 -7197,2005/9/15,3.259734206,20.97494721,12.48781778,0.796797947,7.257013401,336.1489775,2.662600165452589e-05 -7198,2005/9/16,2.131338533,20.1076099,12.51064259,0.507524395,6.785705709,270.8744073,1.3313000827262945e-05 -7199,2005/9/17,7.514803186,21.80708858,12.79970204,0.493782003,7.608429578,724.0591648,6.656500413631473e-06 -7200,2005/9/18,18.74860151,22.35548862,12.85926002,0.738207705,7.884231886,2536.772393,0.553133843810935 -7201,2005/9/19,3.470445968,19.81981625,13.19772489,0.877803681,6.383189328,1167.516116,0.2624863365685784 -7202,2005/9/20,2.402355559,19.90051797,12.49471948,0.588254516,6.692919077,761.3673339,0.1312431682842892 -7203,2005/9/21,0.573945358,21.50312348,12.74227757,0.639335638,7.481855002,395.6468097,0.0656215841421446 -7204,2005/9/22,8.657234536,21.33122562,12.91221944,0.576758359,7.338426308,1284.473394,0.10158894560462534 -7205,2005/9/23,8.324592069,20.65266916,12.66207132,0.807189048,7.058266992,1553.864748,0.11654247897234792 -7206,2005/9/24,2.582584569,21.3922284,12.89633598,0.84642222,7.38511651,840.2044073,0.056470024125138615 -7207,2005/9/25,9.82915419,22.16071965,13.31139178,0.863001496,7.669241002,1761.40275,0.1400058956969158 -7208,2005/9/26,13.74832671,21.47840464,12.94297352,0.626259093,7.42494975,2910.332387,0.4066131969843506 -7209,2005/9/27,7.649078236,22.60606109,12.59341836,0.920804364,8.135933806,2293.600534,0.19419265943005554 -7210,2005/9/28,8.82191812,20.09943703,12.38526937,1.005492792,6.871484991,2447.956984,0.21191005708220845 -7211,2005/9/29,7.866664911,19.85904394,12.22708659,1.303843541,6.798737254,2370.721067,0.16728501613006722 -7212,2005/9/30,4.339361344,19.97725875,12.18576989,1.100172095,6.881264669,1646.378662,0.0816820327017424 -7213,2005/10/1,3.468255594,21.39069207,12.48215836,0.879681044,7.548115288,1258.910019,0.0408410163508712 -7214,2005/10/2,1.849193886,20.67122699,11.8190677,0.664811235,7.378796784,809.0178344,0.0204205081754356 -7215,2005/10/3,7.952040314,20.0755316,11.56466285,0.377650023,7.149033922,1592.719044,0.05296388026173047 -7216,2005/10/4,0.201797318,20.02582967,11.26281749,0.642611294,7.22048734,547.5664599,0.02534379691728841 -7217,2005/10/5,0.194968087,20.58120843,11.14805167,1.092063814,7.5452883,304.8768079,0.012671898458644205 -7218,2005/10/6,0.099087133,20.08865544,9.915110692,0.555843978,7.639492962,192.4659181,0.0063359492293221025 -7219,2005/10/7,2.713609833,19.18176562,9.653323309,0.224932147,7.265895203,374.1446427,0.0031679746146610513 -7220,2005/10/8,0.56417043,17.64353799,8.969136301,0.278683855,6.697464456,187.0167779,0.0015839873073305256 -7221,2005/10/9,0.008727334,17.47454254,8.235638699,0.690426898,6.815700182,89.39791083,0.0007919936536652628 -7222,2005/10/10,0.194675943,18.95826644,8.087733916,1.030739415,7.558611791,67.35352603,0.0003959968268326314 -7223,2005/10/11,0.003115654,19.26080472,7.097988728,0.880185458,7.912224637,38.41586926,0.0001979984134163157 -7224,2005/10/12,0.060226242,19.07869232,7.722258071,0.925484582,7.704521935,27.2094767,9.899920670815785e-05 -7225,2005/10/13,1.435755211,19.54577644,8.456138087,1.111367132,7.764559255,80.96580119,4.9499603354078926e-05 -7226,2005/10/14,2.516455582,18.93063955,8.528975172,0.962191384,7.460098085,140.9287541,2.4749801677039463e-05 -7227,2005/10/15,2.499072018,17.82186618,8.121962974,0.85702614,7.034986491,161.8684386,1.2374900838519732e-05 -7228,2005/10/16,1.609169887,17.85818541,7.862013666,0.950108056,7.119803435,128.9253818,6.187450419259866e-06 -7229,2005/10/17,1.393095143,18.86488883,8.347832194,1.165246973,7.485038876,111.7550917,3.093725209629933e-06 -7230,2005/10/18,0.492048807,19.08756319,8.676278649,1.106735011,7.516988686,62.7028704,1.5468626048149664e-06 -7231,2005/10/19,0.565859305,18.41534923,8.849286529,0.863718276,7.15275259,50.90620502,7.734313024074832e-07 -7232,2005/10/20,1.450084185,18.53659442,8.827315371,0.866973888,7.221614502,78.62190589,3.867156512037416e-07 -7233,2005/10/21,2.094470787,18.07856679,8.168237236,0.529107926,7.170645827,110.5916652,1.933578256018708e-07 -7234,2005/10/22,2.549777486,15.82150905,6.990742743,0.386465049,6.396564385,144.2371277,9.66789128009354e-08 -7235,2005/10/23,8.394231951,13.261854,3.363635326,0.70328051,6.058290477,533.6626705,0.047566010473784746 -7236,2005/10/24,1.89493239,10.81406362,1.991585332,0.815248972,5.304256251,272.9005373,0.023298720682046466 -7237,2005/10/25,0.496303388,12.45781596,2.992098251,0.847309445,5.797591884,131.2579299,0.011649360341023233 -7238,2005/10/26,1.41444848,13.91150288,4.392826695,0.689508588,6.14227134,152.6221135,0.005824680170511617 -7239,2005/10/27,0.903829695,14.19064143,4.834527431,0.668215569,6.174435949,114.6334315,0.0029123400852558083 -7240,2005/10/28,10.80127163,12.90167141,2.574281081,0.477968568,6.068852202,870.2846167,0.08858686990343419 -7241,2005/10/29,12.24968468,11.54425965,2.54462634,0.217709191,5.514457624,1602.279561,0.19820765841825116 -7242,2005/10/30,7.87222416,10.43841698,3.793750588,0.459647369,4.75457908,1543.823116,0.18898732927898937 -7243,2005/10/31,1.263380738,9.944370577,3.651246906,0.525055081,4.570439629,659.8011853,0.0931462294729685 -7244,2005/11/1,0.521405116,11.14947763,2.599787841,0.604195688,5.346691145,362.0257288,0.04657311473648425 -7245,2005/11/2,0.018478682,13.11561395,2.003443351,0.571052189,6.267995145,195.050733,0.023286557368242124 -7246,2005/11/3,0.039776531,13.81505217,2.304347967,0.598232811,6.508624086,125.597052,0.011643278684121062 -7247,2005/11/4,0.149153669,13.94097752,3.202580167,0.76726181,6.414288843,93.14184664,0.005821639342060531 -7248,2005/11/5,2.178051305,14.12347274,2.31946522,0.742857066,6.639085843,237.8246659,0.0029108196710302655 -7249,2005/11/6,0.410778158,13.8402623,2.615363218,0.677797482,6.479041052,110.9497061,0.0014554098355151327 -7250,2005/11/7,13.7891331,14.02075541,3.135039906,0.747643002,6.469463265,1389.810026,0.16602442219635896 -7251,2005/11/8,3.124909019,11.96014364,3.660061241,0.618418475,5.487410181,715.6767509,0.08114580145409736 -7252,2005/11/9,1.325872515,11.93722349,3.524377007,0.88036392,5.510152895,396.5166672,0.04057290072704868 -7253,2005/11/10,1.189898899,12.19077757,0.554140654,0.949418871,6.138646004,297.2695339,0.02028645036352434 -7254,2005/11/11,0.252737598,12.66155998,-0.371861602,0.677092953,6.438533914,157.0207284,0.01014322518176217 -7255,2005/11/12,5.59e-05,13.63480837,0.500614449,0.898213556,6.715651378,85.4549818,0.005071612590881085 -7256,2005/11/13,0.0,13.45322822,0.535866594,0.826308957,6.643484075,53.87297956,0.0025358062954405425 -7257,2005/11/14,0.0,13.20059639,-0.068670316,0.685103343,6.620018658,34.93815235,0.0012679031477202713 -7258,2005/11/15,0.036496414,13.63822422,0.448054279,0.800096984,6.732561305,24.73800421,0.0006339515738601356 -7259,2005/11/16,0.04250628,13.9692108,2.415353716,1.125950355,6.595535784,17.32925365,0.0003169757869300678 -7260,2005/11/17,0.369894721,13.73514655,3.441427309,0.905156295,6.32309978,26.2976581,0.0001584878934650339 -7261,2005/11/18,0.43290224,12.72046663,0.372035571,0.900473247,6.392313922,27.60493085,7.924394673251695e-05 -7262,2005/11/19,0.454706579,9.514998328,-0.029009323,0.71251467,5.205727034,26.75109093,3.962197336625848e-05 -7263,2005/11/20,0.007149743,8.728582554,0.488776192,0.774908278,4.810168103,9.887470108,1.981098668312924e-05 -7264,2005/11/21,0.178022907,9.333944808,0.18535675,0.83864992,5.104729464,10.99933595,9.90549334156462e-06 -7265,2005/11/22,0.033489386,9.371572002,0.089798248,0.82557374,5.137214815,5.751115328,4.95274667078231e-06 -7266,2005/11/23,0.014241905,9.955462813,-0.388890373,0.794382566,5.438107548,3.431672921,2.476373335391155e-06 -7267,2005/11/24,0.015346395,10.75891215,-2.354790193,0.731758212,5.967641471,2.373858474,1.2381866676955774e-06 -7268,2005/11/25,0.0,9.915043247,-3.604731314,0.704125992,5.773199327,1.37064419,6.190933338477887e-07 -7269,2005/11/26,0.016098965,10.12091632,-3.404199019,0.817380955,5.832491122,1.181337484,3.0954666692389435e-07 -7270,2005/11/27,0.029054562,11.07978284,-1.676530651,0.903861129,6.026084563,1.144431906,1.5477333346194717e-07 -7271,2005/11/28,0.005954145,11.72438625,-2.047527306,0.717973188,6.301669545,0.615002763,7.738666673097359e-08 -7272,2005/11/29,0.07122386,11.8127224,-1.569600345,1.008112242,6.29175634,1.333709746,3.8693333365486794e-08 -7273,2005/11/30,0.483196078,11.94157871,-0.397368091,1.223638322,6.21506105,6.955477774,1.9346666682743397e-08 -7274,2005/12/1,0.0,12.3298384,-0.241819855,1.0273901,6.34783722,1.806860962,9.673333341371698e-09 -7275,2005/12/2,0.0,12.83385478,-0.446522674,1.070750986,6.567354108,0.840808889,4.836666670685849e-09 -7276,2005/12/3,0.0,12.08289303,-0.813749023,0.825002531,6.322931534,0.520919153,2.4183333353429246e-09 -7277,2005/12/4,0.013136259,12.85983171,-0.225519219,1.246254491,6.55650659,0.455763125,1.2091666676714623e-09 -7278,2005/12/5,2.662473339,12.47471983,-0.441020406,1.021557258,6.434640711,34.12347555,6.045833338357312e-10 -7279,2005/12/6,2.145368892,9.40992329,-1.487938227,0.686667504,5.401971421,49.80107029,3.022916669178656e-10 -7280,2005/12/7,1.399940609,7.750219707,-1.972273131,0.701142156,4.8523179,46.59823279,1.511458334589328e-10 -7281,2005/12/8,1.081583959,7.04767719,-1.568962872,0.845566762,4.536195594,42.46179119,7.55729167294664e-11 -7282,2005/12/9,0.336541238,8.603424363,-0.815817074,0.970160833,5.010602454,23.13416,3.77864583647332e-11 -7283,2005/12/10,0.005444442,10.80102063,-1.394902918,0.902723262,5.915634596,10.01617554,1.88932291823666e-11 -7284,2005/12/11,0.004847259,11.4196656,-2.110843454,0.834988732,6.218893678,6.001965557,9.4466145911833e-12 -7285,2005/12/12,0.001920622,10.16109851,-2.47644352,0.769516894,5.794118674,3.850972524,4.72330729559165e-12 -7286,2005/12/13,0.0,9.623683787,-2.312182071,0.810374392,5.583625063,2.482745388,2.361653647795825e-12 -7287,2005/12/14,0.002974785,8.735340619,-2.405058557,0.704541243,5.272090785,1.660705072,1.1808268238979124e-12 -7288,2005/12/15,0.0,9.111447997,-3.387789779,0.783846742,5.504654495,1.061528092,5.904134119489562e-13 -7289,2005/12/16,0.0,9.952119403,-2.976033339,0.669501445,5.769045606,0.688594488,2.952067059744781e-13 -7290,2005/12/17,0.029123748,9.361498956,-2.357248363,0.73220233,5.497175469,0.790646722,1.4760335298723905e-13 -7291,2005/12/18,0.006811606,9.442481292,-2.488379749,0.822402782,5.541088117,0.446971047,7.380167649361953e-14 -7292,2005/12/19,0.015225587,9.340081476,-2.984653467,0.817348117,5.553437832,0.391584127,3.690083824680976e-14 -7293,2005/12/20,0.043963901,9.842134847,-3.551847132,0.610642909,5.781172553,0.580072947,1.845041912340488e-14 -7294,2005/12/21,0.082275092,8.392733633,-2.983001204,0.554998612,5.216541773,0.885873896,9.22520956170244e-15 -7295,2005/12/22,0.088605105,7.60882154,-1.851131377,0.691968472,4.798003686,0.967311146,4.61260478085122e-15 -7296,2005/12/23,0.572269685,7.558554927,-0.548433495,0.642223567,4.576691473,5.051130134,2.30630239042561e-15 -7297,2005/12/24,0.928076006,8.036242473,-0.395144267,0.592378253,4.736963612,10.76591593,1.153151195212805e-15 -7298,2005/12/25,2.073661743,7.138851051,-1.089080414,0.589192254,4.507668457,33.04373771,5.765755976064025e-16 -7299,2005/12/26,2.607818787,6.438619772,-2.137601744,0.684123802,4.409218475,64.68181056,2.8828779880320127e-16 -7300,2005/12/27,0.051796159,8.656003931,-5.511085682,0.810530163,5.503206001,18.77898948,1.4414389940160064e-16 -7301,2005/12/28,0.092593621,8.780996155,-4.919818779,0.565620095,5.512269056,10.78107943,7.207194970080032e-17 -7302,2005/12/29,0.040064385,9.571794751,-4.661691347,0.942827969,5.76803696,6.689292055,3.603597485040016e-17 -7303,2005/12/30,0.003446714,9.832421515,-4.904694667,0.751765118,5.87198331,3.95987092,1.801798742520008e-17 -7304,2005/12/31,0.000127839,11.30236038,-4.516780079,0.846134478,6.362804088,2.503180802,9.00899371260004e-18 -7305,2006/1/1,0.000828877,12.64798132,-3.481745493,1.015343101,6.785957129,1.633616192,4.50449685630002e-18 -7306,2006/1/2,0.0,12.91942241,-2.698138988,1.085615865,6.834776585,1.057836881,2.25224842815001e-18 -7307,2006/1/3,0.000165222,12.77018872,-2.478755139,1.499563923,6.76395622,0.68982309,1.126124214075005e-18 -7308,2006/1/4,0.001056402,12.88175997,-2.3479204,1.434617499,6.795297537,0.458820741,5.630621070375025e-19 -7309,2006/1/5,0.422292905,13.90749791,-2.190334835,1.304053898,7.16531804,4.35064245,2.8153105351875124e-19 -7310,2006/1/6,0.002782607,13.87154615,-1.524449471,1.384803588,7.100423393,1.191865163,1.4076552675937562e-19 -7311,2006/1/7,0.056488156,13.56277014,-0.277110337,1.362900366,6.863506663,1.014906537,7.038276337968781e-20 -7312,2006/1/8,0.009502615,13.47177654,-0.442415442,1.12638981,6.845445765,0.524536135,3.5191381689843905e-20 -7313,2006/1/9,0.024260925,12.10923377,-1.725535771,0.968609993,6.454092803,0.445033531,1.7595690844921953e-20 -7314,2006/1/10,0.003400495,12.13227602,-1.786257424,1.024720136,6.467799651,0.239815873,8.797845422460976e-21 -7315,2006/1/11,0.318070301,12.27933441,-1.495546904,1.408928722,6.495073841,1.950599837,4.398922711230488e-21 -7316,2006/1/12,0.031297944,12.50823014,-2.071260355,1.211034837,6.631462385,0.700422475,2.199461355615244e-21 -7317,2006/1/13,0.100834528,12.16127737,-2.547090206,1.506927322,6.5409568,0.815742651,1.099730677807622e-21 -7318,2006/1/14,0.048713646,10.46628899,-3.204314887,1.287449292,5.977212724,0.536337983,5.49865338903811e-22 -7319,2006/1/15,0.039356582,10.81966425,-3.666700073,1.322179556,6.136524729,0.401527815,2.749326694519055e-22 -7320,2006/1/16,0.03340396,11.90662141,-2.375347152,1.548271689,6.431133955,0.313139072,1.3746633472595275e-22 -7321,2006/1/17,0.041065888,11.93810265,-1.674721867,1.567405982,6.379564069,0.293749772,6.873316736297638e-23 -7322,2006/1/18,0.108716615,12.20754217,-1.178631734,1.832350285,6.430796267,0.516940019,3.436658368148819e-23 -7323,2006/1/19,0.074866116,12.86074372,-1.817584771,1.796137583,6.734936642,0.430975988,1.7183291840744094e-23 -7324,2006/1/20,0.080457674,13.92933174,-1.999754534,1.681058962,7.148060822,0.424286179,8.591645920372047e-24 -7325,2006/1/21,0.245438136,13.4208685,-2.047026909,1.355047102,6.96013663,1.017834288,4.2958229601860236e-24 -7326,2006/1/22,0.035631643,13.01873482,-1.901799827,1.228815674,6.797128342,0.417490406,2.1479114800930118e-24 -7327,2006/1/23,0.013868845,13.08861898,-1.815243452,1.267814496,6.814643161,0.21898727,1.0739557400465059e-24 -7328,2006/1/24,0.022326089,12.51310674,-0.206202958,1.3055279,6.432822818,0.179180826,5.3697787002325295e-25 -7329,2006/1/25,0.147651748,10.99821092,-2.117084067,0.89039761,6.063683243,0.512978216,2.6848893501162647e-25 -7330,2006/1/26,1.177046205,10.2094362,-3.070143787,0.948100083,5.861205378,5.889864107,1.3424446750581324e-25 -7331,2006/1/27,0.215625143,10.64482928,-3.167784725,1.156581919,6.023415621,2.884313852,6.712223375290662e-26 -7332,2006/1/28,0.012089124,12.47074854,-3.792709703,1.015897923,6.716472038,1.074513631,3.356111687645331e-26 -7333,2006/1/29,0.049127577,13.59406194,-3.094774909,1.229608692,7.081689733,0.85110745,1.6780558438226655e-26 -7334,2006/1/30,0.060911971,14.352267,-2.424996349,1.000498656,7.318334743,0.743309258,8.390279219113327e-27 -7335,2006/1/31,0.064495618,14.96646558,-1.629145132,0.780780733,7.492396933,0.644594874,4.195139609556664e-27 -7336,2006/2/1,0.006449667,14.94509325,-1.112943311,1.206157391,7.442362601,0.304556968,2.097569804778332e-27 -7337,2006/2/2,0.04247735,15.45907275,-0.561416013,1.170977455,7.591566185,0.330688166,1.048784902389166e-27 -7338,2006/2/3,0.030074537,15.9203787,1.169145059,0.92932925,7.598431859,0.249132023,5.24392451194583e-28 -7339,2006/2/4,0.399256086,13.28390546,0.190864384,1.33410878,6.665357461,1.591781045,2.621962255972915e-28 -7340,2006/2/5,0.064484349,12.15504521,-0.976269275,1.066388374,6.360678082,0.681739817,1.3109811279864574e-28 -7341,2006/2/6,0.539803322,13.15676524,-1.809716381,0.742647035,6.812717651,2.756509533,6.554905639932287e-29 -7342,2006/2/7,0.038414099,13.61131331,-1.295292967,0.971150134,6.936979448,0.942667122,3.2774528199661435e-29 -7343,2006/2/8,4.195904377,13.1280396,-0.141072674,0.986219259,6.634151133,50.10637656,1.6387264099830717e-29 -7344,2006/2/9,0.149765883,12.37356811,0.41727752,0.809004055,6.269700725,14.79484816,8.193632049915359e-30 -7345,2006/2/10,5.045004392,12.04810244,-1.563220415,0.92816826,6.368412246,131.0478253,4.096816024957679e-30 -7346,2006/2/11,1.596400421,10.90229774,-2.497039052,0.929683015,6.031181233,86.42577831,2.0484080124788397e-30 -7347,2006/2/12,0.295307987,12.96494877,-1.914434475,1.117363823,6.734962891,37.85195935,1.0242040062394198e-30 -7348,2006/2/13,0.089299006,13.53670676,0.23280167,1.502977654,6.736920474,20.11324691,5.121020031197099e-31 -7349,2006/2/14,0.067646438,12.60495569,-0.005019735,1.744756231,6.400884843,13.0476302,2.5605100155985496e-31 -7350,2006/2/15,0.371913058,13.31513031,0.153175529,1.594673532,6.654535963,16.48902726,1.2802550077992748e-31 -7351,2006/2/16,0.764275603,13.25338965,0.012987554,1.333408818,6.644068276,24.64596518,6.401275038996374e-32 -7352,2006/2/17,0.578181083,12.78186731,-1.246949567,1.510820063,6.593868646,21.44378009,3.200637519498187e-32 -7353,2006/2/18,0.729901052,12.93556338,-1.006081542,1.199444593,6.625484451,23.91263136,1.6003187597490935e-32 -7354,2006/2/19,0.60726228,14.1738939,-0.173710428,1.103363211,7.01096832,21.48009526,8.001593798745467e-33 -7355,2006/2/20,0.28151019,14.57010067,0.216772146,1.567237624,7.120380814,13.45691602,4.000796899372734e-33 -7356,2006/2/21,0.076157539,15.21171754,1.232840917,1.244013031,7.254750983,7.042617215,2.000398449686367e-33 -7357,2006/2/22,0.061764299,15.05464801,1.11987056,1.081931178,7.202376254,4.668147597,1.0001992248431834e-33 -7358,2006/2/23,0.123007491,14.77711593,1.782047227,1.20705524,7.003667001,4.341759582,5.000996124215917e-34 -7359,2006/2/24,0.552429363,15.1873982,2.077789762,1.314335743,7.126287697,9.860531086,2.5004980621079586e-34 -7360,2006/2/25,0.005426499,15.7311214,1.13886714,1.42127428,7.458668889,3.17475937,1.2502490310539793e-34 -7361,2006/2/26,0.0115001,16.36825074,0.922731135,1.811669308,7.731431345,1.763521578,6.251245155269896e-35 -7362,2006/2/27,0.006103434,16.18110912,1.96718422,1.397779509,7.533278286,1.119065373,3.125622577634948e-35 -7363,2006/2/28,0.003970953,16.16222632,2.698345869,1.125496283,7.425274105,0.72895426,1.562811288817474e-35 -7364,2006/3/1,0.259685006,14.31587833,0.016013868,1.306270867,7.012447069,2.572428121,7.81405644408737e-36 -7365,2006/3/2,0.204275941,11.42767784,-0.124937972,1.09515718,5.917552315,2.42342636,3.907028222043685e-36 -7366,2006/3/3,1.16365563,12.12838955,0.074290543,1.191128144,6.157426122,11.85146424,1.9535141110218426e-36 -7367,2006/3/4,0.11726237,13.69403067,0.221440876,1.420637114,6.739376546,4.324149996,9.767570555109213e-37 -7368,2006/3/5,0.354496059,13.88352918,0.458341886,1.158045923,6.781875374,5.32325574,4.883785277554607e-37 -7369,2006/3/6,0.210239246,14.53373196,0.79460926,1.27562569,6.992514408,3.957832308,2.4418926387773033e-37 -7370,2006/3/7,0.127251979,14.74670064,-1.235147535,1.232751275,7.268738713,2.708607231,1.2209463193886517e-37 -7371,2006/3/8,0.109304572,15.8601502,-1.554739628,1.054811401,7.706116051,2.085424521,6.104731596943258e-38 -7372,2006/3/9,0.066482169,16.93361363,-0.648040023,1.410292503,8.045774696,1.415736584,3.052365798471629e-38 -7373,2006/3/10,0.245621076,17.92757636,1.429801012,1.766133789,8.250726093,2.405250364,1.5261828992358146e-38 -7374,2006/3/11,1.724811887,18.33305108,3.615817145,1.51989857,8.155747742,17.20577486,7.630914496179073e-39 -7375,2006/3/12,1.666837544,16.11264918,1.938900091,1.324043663,7.457570503,27.27525239,3.8154572480895364e-39 -7376,2006/3/13,0.451766509,15.37968254,0.669635694,1.141995493,7.309735501,14.44729891,1.9077286240447682e-39 -7377,2006/3/14,0.085873209,13.14741606,1.398611215,1.411876404,6.338978633,6.551246613,9.538643120223841e-40 -7378,2006/3/15,0.047444798,15.86542921,2.462170502,1.516494945,7.277072546,3.925199768,4.7693215601119205e-40 -7379,2006/3/16,0.187979454,16.41126192,2.038908578,1.760854207,7.548395375,4.404237491,2.3846607800559603e-40 -7380,2006/3/17,0.010290603,16.51223213,2.453180829,1.572657525,7.53253375,2.034779971,1.1923303900279801e-40 -7381,2006/3/18,0.06394326,16.21976957,1.367391126,1.125427766,7.542256729,1.756472703,5.961651950139901e-41 -7382,2006/3/19,0.098278451,16.11411435,0.431942928,1.348872065,7.594005178,1.703493101,2.9808259750699503e-41 -7383,2006/3/20,0.31547806,15.74205924,0.666469409,1.571765375,7.421759382,3.245836817,1.4904129875349752e-41 -7384,2006/3/21,0.23606706,16.41293321,1.955535119,1.547840673,7.537515887,2.888038074,7.452064937674876e-42 -7385,2006/3/22,0.054006588,15.92486521,1.295378141,1.594492513,7.416604735,1.383498718,3.726032468837438e-42 -7386,2006/3/23,0.030764198,15.57949569,0.921152681,1.1604816,7.318500688,0.834498989,1.863016234418719e-42 -7387,2006/3/24,0.21747556,16.31705538,0.88566848,1.529667141,7.605732603,1.75910907,9.315081172093595e-43 -7388,2006/3/25,0.006251648,16.95771305,1.629848364,1.488371178,7.774416242,0.623974507,4.657540586046797e-43 -7389,2006/3/26,0.060517562,17.91891823,3.179993408,1.646118913,7.972225483,0.626424358,2.3287702930233987e-43 -7390,2006/3/27,0.047777202,17.44596058,2.640141578,1.224545691,7.842944652,0.491271949,1.1643851465116993e-43 -7391,2006/3/28,0.146639059,18.24555876,3.32865024,1.326646382,8.077919096,0.835590623,5.821925732558497e-44 -7392,2006/3/29,8.351450578,16.94491174,4.364553897,1.506381216,7.379627796,156.4554105,2.077520240759731e-05 -7393,2006/3/30,3.052977028,14.60886054,2.165917527,1.238853411,6.750416005,144.5324796,1.038737914220313e-05 -7394,2006/3/31,0.165034305,13.60284478,1.401590509,1.478196512,6.454770709,48.22370756,5.193689571101565e-06 -7395,2006/4/1,0.244385438,16.61166779,2.33285334,1.234274336,7.521948831,30.8392258,2.5968447855507823e-06 -7396,2006/4/2,0.271859105,17.34016078,3.400246711,1.506563216,7.672314574,23.94173709,1.2984223927753912e-06 -7397,2006/4/3,0.59703806,16.44510979,3.745926918,1.560504012,7.247229313,27.78604846,6.492111963876956e-07 -7398,2006/4/4,1.159076094,15.97453792,4.112674214,1.274307115,6.987070519,41.58197306,3.246055981938478e-07 -7399,2006/4/5,0.683225823,15.52970744,3.093207248,1.158351956,6.962078277,31.56765686,1.623027990969239e-07 -7400,2006/4/6,0.291445251,15.76018408,2.678380467,0.7476679,7.11194973,18.75401195,8.115139954846195e-08 -7401,2006/4/7,1.784354323,16.33695964,3.469746633,1.128120438,7.227700817,53.11065299,4.0575699774230974e-08 -7402,2006/4/8,2.063719986,16.2028026,4.090135884,1.587690729,7.069967787,74.57050447,2.0287849887115487e-08 -7403,2006/4/9,0.392091709,17.16430502,3.746620994,1.66345519,7.518953561,33.41452997,1.0143924943557743e-08 -7404,2006/4/10,0.714288143,18.343813,6.026760824,1.990234467,7.640539537,33.20525473,5.071962471778872e-09 -7405,2006/4/11,1.021576008,20.0973502,7.078762847,2.040255414,8.217803227,39.78005846,2.535981235889436e-09 -7406,2006/4/12,0.540966057,20.98071311,7.674030613,2.046067842,8.498988182,27.37614973,1.267990617944718e-09 -7407,2006/4/13,1.697696006,21.19416992,8.511398116,1.935202858,8.428165349,53.64997504,6.33995308972359e-10 -7408,2006/4/14,3.759703065,20.11584455,7.80007103,1.485363655,8.073069875,132.9966552,3.169976544861795e-10 -7409,2006/4/15,8.388192265,17.77235711,6.955310347,1.187024469,7.182022449,440.6002178,0.0005272358878631833 -7410,2006/4/16,6.826873503,16.53359526,6.307511608,1.264608626,6.760839554,585.8447652,0.0003719457268259052 -7411,2006/4/17,1.099108655,17.55581059,6.480691854,1.278151336,7.175740102,248.3012228,0.00018588381915958738 -7412,2006/4/18,12.82501421,17.38427524,7.249204131,0.794549483,6.929242086,1280.747392,0.009659693337424252 -7413,2006/4/19,4.420687717,16.52132647,7.987760776,1.192425785,6.341545742,836.6019363,0.004822084942940058 -7414,2006/4/20,1.474452853,17.46565132,7.141587188,1.503312266,6.982653607,441.4828347,0.002411042471470029 -7415,2006/4/21,1.308266647,17.52965551,5.905223064,1.586658163,7.261045403,320.5715078,0.0012055212357350146 -7416,2006/4/22,0.193034354,18.0586812,4.899284427,1.470363005,7.658932396,162.2453957,0.0006027606178675073 -7417,2006/4/23,0.110665392,19.0201479,5.384738209,1.180907229,7.984472326,99.63322438,0.00030138030893375365 -7418,2006/4/24,1.060955733,18.96823564,6.790074648,1.449393623,7.711744727,129.3265003,0.00015069015446687683 -7419,2006/4/25,1.986671762,18.29084868,6.536713683,1.302161891,7.457330888,177.3039534,7.534507723343841e-05 -7420,2006/4/26,1.024351475,18.23066943,6.421889314,1.601680141,7.448990089,121.31613,3.7672538616719206e-05 -7421,2006/4/27,1.957328193,17.12878114,6.692721252,1.457370509,6.90239042,156.7628668,1.8836269308359603e-05 -7422,2006/4/28,4.525963854,14.34079116,5.125637031,0.291778842,6.007530142,327.5114806,9.418134654179802e-06 -7423,2006/4/29,1.864939568,13.14100296,4.750570714,0.292567835,5.565541222,216.4099434,4.709067327089901e-06 -7424,2006/4/30,0.787145078,13.67869908,5.46810233,0.410505296,5.631837618,126.2730946,2.3545336635449504e-06 -7425,2006/5/1,0.210613024,19.08999285,6.488337371,0.812234434,7.79276687,66.76854491,1.1772668317724752e-06 -7426,2006/5/2,0.872230088,20.90059879,8.568795355,1.181533682,8.194995849,80.46138181,5.886334158862376e-07 -7427,2006/5/3,0.742683742,20.10664222,9.430500466,1.451539029,7.629133004,67.7181261,2.943167079431188e-07 -7428,2006/5/4,0.775964085,20.53416167,9.251457713,1.592618788,7.868846588,60.75889425,1.471583539715594e-07 -7429,2006/5/5,1.623445576,19.98075064,9.385135031,1.340920287,7.572790941,90.59132836,7.35791769857797e-08 -7430,2006/5/6,2.16253385,20.12951931,8.95934272,1.409929539,7.738462954,120.7847478,3.678958849288985e-08 -7431,2006/5/7,2.672523869,20.46000419,9.036732868,1.429740086,7.871178736,157.1294874,1.8394794246444925e-08 -7432,2006/5/8,3.609074072,19.92499238,8.974513619,1.384326649,7.63222032,226.6682672,9.197397123222462e-09 -7433,2006/5/9,2.25860058,20.74520116,9.900264192,1.297260454,7.797274991,186.8488481,4.598698561611231e-09 -7434,2006/5/10,2.909352535,20.56910253,10.80062077,1.520425828,7.477614501,221.3176727,2.2993492808056156e-09 -7435,2006/5/11,3.947703381,18.62310786,11.14643459,1.139239994,6.382652725,306.1722243,1.1496746404028078e-09 -7436,2006/5/12,3.682156331,18.3626223,9.870375593,0.760283957,6.639439008,338.0245776,5.748373202014039e-10 -7437,2006/5/13,4.983888418,16.13980179,6.319618595,0.177934025,6.49102674,476.1614223,2.8741866010070195e-10 -7438,2006/5/14,2.158251722,10.48115897,3.928700468,0.285242395,4.565071535,313.0347865,1.4370933005035098e-10 -7439,2006/5/15,0.058255752,10.73408463,2.672538886,0.324576494,4.959815891,119.4787564,7.185466502517549e-11 -7440,2006/5/16,0.223345956,15.31714102,3.642102476,0.455989991,6.642229191,81.14323846,3.5927332512587744e-11 -7441,2006/5/17,1.107445728,19.03396512,5.290641011,0.63805813,7.91197984,114.4945521,1.7963666256293872e-11 -7442,2006/5/18,0.338051638,20.16157798,6.817911619,1.06242327,8.138127087,64.15931528,8.981833128146936e-12 -7443,2006/5/19,2.863384361,21.00300519,8.484786776,1.318023433,8.195010721,182.7683873,4.490916564073468e-12 -7444,2006/5/20,1.373208106,19.40268829,8.255072041,1.301531499,7.512950642,127.1774149,2.245458282036734e-12 -7445,2006/5/21,0.073067321,19.17976675,8.011494416,0.666733163,7.461533545,48.87946569,1.122729141018367e-12 -7446,2006/5/22,0.256531609,18.45338766,9.233933185,0.690565924,6.830281624,36.79619383,5.613645705091835e-13 -7447,2006/5/23,3.645911002,17.93503176,10.42927332,0.736176626,6.226456048,178.5964707,2.8068228525459175e-13 -7448,2006/5/24,10.62853683,18.23858444,9.995353559,0.89152086,6.509479869,745.8555851,0.00513032315950829 -7449,2006/5/25,9.546075955,19.18966697,10.5290278,1.098510914,6.824985117,1101.614857,0.017131535595281314 -7450,2006/5/26,13.9809449,20.58182541,11.71024426,0.995031628,7.177207644,2127.754571,0.0632719567091616 -7451,2006/5/27,7.574798117,21.22168768,12.01021419,1.131430281,7.412085313,1755.956838,0.03381428324202094 -7452,2006/5/28,11.51405744,19.57630543,11.76895678,0.826923991,6.634547795,2537.181337,0.08958917960623425 -7453,2006/5/29,23.38105728,17.30578385,11.80036904,0.747433477,5.383161481,6211.012231,0.39762682011295913 -7454,2006/5/30,8.157577931,17.40333601,10.74950752,0.871607691,5.828983408,3976.776257,0.2813445665322803 -7455,2006/5/31,6.336553919,19.00294386,11.74151089,1.323652244,6.334866735,3070.171531,0.13915014678479248 -7456,2006/6/1,3.173550678,21.4049019,12.94030172,1.270787142,7.208596093,1931.154323,0.06957378422623353 -7457,2006/6/2,4.589936794,22.52085643,13.30394576,1.38280668,7.678966088,1827.538547,0.034786892113116766 -7458,2006/6/3,5.919792551,22.4549473,13.89534746,1.673666589,7.452388466,1908.581841,0.017393446056558383 -7459,2006/6/4,2.719806613,22.71126812,13.99656102,1.925930857,7.554866041,1199.416334,0.008696723028279191 -7460,2006/6/5,1.699405368,22.34679815,14.26433041,1.892707042,7.263965603,783.9170387,0.004348361514139596 -7461,2006/6/6,0.759886421,23.12702479,14.17305883,1.941338408,7.716489686,474.4892956,0.002174180757069798 -7462,2006/6/7,3.85398297,22.96100794,14.78407242,1.651102231,7.417208421,729.6904929,0.001087090378534899 -7463,2006/6/8,5.328547972,23.4312796,14.96713551,1.460554582,7.611708472,931.6693037,0.0005435451892674495 -7464,2006/6/9,3.004536968,22.34682611,13.66704236,1.229448737,7.457918583,672.3385918,0.00027177259463372473 -7465,2006/6/10,9.387387615,21.35405857,14.05496993,1.363857593,6.779780957,1454.591919,0.06482770271495351 -7466,2006/6/11,9.116673189,21.39087962,13.51887748,1.44341561,6.989807478,1783.806766,0.08965081550625185 -7467,2006/6/12,5.023449734,21.90678891,13.44935966,1.3953944,7.289406305,1320.711668,0.04403349704883397 -7468,2006/6/13,1.091503333,21.22281257,12.86297011,1.139043245,7.116060862,621.6953689,0.022016748524416985 -7469,2006/6/14,0.944909769,22.51985059,12.93058773,1.127699221,7.769145445,413.0345464,0.011008374262208492 -7470,2006/6/15,3.513830785,21.00889985,12.67767742,1.296379129,7.060554196,607.0537792,0.005504187131104246 -7471,2006/6/16,2.518252512,21.0958521,12.41221653,1.298633662,7.188533705,498.3845674,0.002752093565552123 -7472,2006/6/17,3.690558044,22.08636407,12.90480063,0.998313459,7.549164654,578.9382043,0.0013760467827760615 -7473,2006/6/18,9.063588276,22.36770738,13.10745441,1.0963008,7.632257618,1244.594786,0.03151743973072403 -7474,2006/6/19,3.980012293,22.36838945,13.48993873,0.943122367,7.512469964,846.5456477,0.015426702624442932 -7475,2006/6/20,4.260478596,22.61693234,13.14634402,1.096972227,7.747582299,805.6084257,0.007713351312221466 -7476,2006/6/21,1.653505263,22.34641271,13.51086064,0.90003527,7.492244559,470.8882258,0.003856675656110733 -7477,2006/6/22,9.535847623,20.91831752,13.27173179,0.788482119,6.806530024,1327.349054,0.05553727484684701 -7478,2006/6/23,4.24269997,20.33349008,12.63632219,0.675570647,6.708892725,935.0204788,0.02724214718840326 -7479,2006/6/24,3.56138349,21.28220763,13.0221994,0.462281343,7.084435555,775.385004,0.01362107359420163 -7480,2006/6/25,10.02349769,21.40114529,13.52518791,0.655182816,6.978717571,1653.919939,0.06799294147038143 -7481,2006/6/26,5.569191651,21.03177432,13.6035663,0.701136469,6.748957335,1312.572447,0.03338176515789036 -7482,2006/6/27,4.226898353,21.85716693,14.21914777,0.954211361,6.983537503,1063.285715,0.01669088257894518 -7483,2006/6/28,3.578907537,22.69597095,14.41078543,1.341009266,7.377512317,892.2125859,0.00834544128947259 -7484,2006/6/29,5.793468813,23.00729808,14.83377402,1.271343247,7.401274636,1136.799645,0.004172720644736295 -7485,2006/6/30,12.46523192,23.56332293,14.96300673,1.4014612,7.662588355,2324.334239,0.09212715805816683 -7486,2006/7/1,8.437564141,22.4903367,14.90245372,1.115146662,7.087175495,2136.279058,0.07678138499241255 -7487,2006/7/2,3.85353896,22.74393297,14.90961826,1.059197418,7.226922373,1346.809908,0.0380218539502634 -7488,2006/7/3,3.676139172,23.39806166,14.82352687,1.039298613,7.619181764,1107.577744,0.0190109269751317 -7489,2006/7/4,12.67592776,24.09821549,15.31594841,1.114618824,7.835485247,2587.667053,0.11723452232861917 -7490,2006/7/5,12.42834244,22.47887578,15.60604126,1.070576775,6.808785627,3195.526743,0.2084913405516294 -7491,2006/7/6,12.25820622,21.2808075,14.93818124,1.078883324,6.375363489,3692.399995,0.2916712930881426 -7492,2006/7/7,6.945402577,21.6697634,14.481032,1.241608343,6.781036945,2759.764561,0.1489839737712137 -7493,2006/7/8,3.406610567,21.46118883,14.89954824,1.102092005,6.497726236,1716.691239,0.07437508879271021 -7494,2006/7/9,0.536046826,22.81829086,15.04252472,1.109875439,7.221167451,825.5960728,0.037187544396355104 -7495,2006/7/10,7.790186008,24.09877133,15.24289436,1.137196602,7.8621957,1815.67747,0.018593772198177552 -7496,2006/7/11,6.870140794,23.17157672,15.69443728,1.047827197,7.178924162,1817.072637,0.009296886099088776 -7497,2006/7/12,16.27574428,23.3175143,15.8377572,1.321208648,7.208618295,3901.32448,0.3110654825652312 -7498,2006/7/13,9.553231426,22.29784061,15.8384391,1.434048747,6.608165306,3279.195785,0.274810517904568 -7499,2006/7/14,6.102167343,23.94001671,15.89386869,1.13528588,7.545798888,2444.026181,0.13477558388494848 -7500,2006/7/15,0.894830967,23.356038,15.56082681,1.207242093,7.33767675,1081.636873,0.06738779194247424 -7501,2006/7/16,1.249815699,24.52352994,15.10898472,1.269876377,8.142255641,759.8824259,0.03369389597123712 -7502,2006/7/17,20.44458692,23.6082486,14.68623614,1.041269712,7.786395081,4243.7644,0.5139826922904522 -7503,2006/7/18,18.70514334,21.37606013,14.73441857,0.960642398,6.52035034,5801.720102,0.8681330447280707 -7504,2006/7/19,1.69213677,22.27155991,14.69151591,1.051718526,7.049589013,2099.413083,0.4182467350142637 -7505,2006/7/20,0.509577078,24.38976283,15.0495619,1.045532912,8.093660554,1047.25534,0.20912336750713184 -7506,2006/7/21,5.149664934,24.54964625,15.60862962,0.997371769,7.995971428,1516.327044,0.10456168375356592 -7507,2006/7/22,13.41780799,21.62169404,14.75509858,0.953008822,6.658626824,3138.560312,0.41118570426859563 -7508,2006/7/23,1.004699646,22.42808097,14.11989893,0.57879416,7.343048289,1143.956972,0.19606413134068756 -7509,2006/7/24,5.121395218,22.2832299,13.53327623,0.292087229,7.460748704,1405.376981,0.09803206567034378 -7510,2006/7/25,6.091667108,21.48362163,13.01461042,0.216417134,7.205930018,1546.378678,0.04901603283517189 -7511,2006/7/26,3.533193695,23.05038868,13.09718448,0.956741157,7.997328129,1107.374217,0.024508016417585946 -7512,2006/7/27,1.075235883,23.1966217,13.60345666,1.368699432,7.924461695,585.617969,0.012254008208792973 -7513,2006/7/28,1.167666361,23.13933749,13.74380223,1.015952356,7.853169295,427.2508331,0.006127004104396486 -7514,2006/7/29,16.54809748,23.51485064,14.00622625,0.802465338,7.971681013,2527.164537,0.39092826572705275 -7515,2006/7/30,15.37208523,21.98384943,13.9175923,0.164949962,7.181322724,3524.27948,0.6211546006876133 -7516,2006/7/31,5.923820761,21.79042132,13.44227523,0.145329103,7.239212915,2190.949055,0.2990547870119853 -7517,2006/8/1,2.697159001,21.27882853,13.05645381,0.293539182,7.09529155,1280.615656,0.14952739350599265 -7518,2006/8/2,7.47063577,22.33100018,13.14279158,0.342198795,7.624593108,1873.881274,0.07476369675299632 -7519,2006/8/3,1.5694629,22.35950697,12.23074023,0.459791662,7.908006739,905.5179999,0.03738184837649816 -7520,2006/8/4,5.117828905,23.18500009,12.60862585,0.702703787,8.22173976,1177.479481,0.01869092418824908 -7521,2006/8/5,9.940223919,23.60420073,13.18007504,0.827058705,8.278039775,1975.083826,0.09329932646344218 -7522,2006/8/6,13.38636608,23.65684795,13.7379484,0.828518428,8.145510546,2994.111348,0.31708897062060165 -7523,2006/8/7,17.31739235,23.00421789,13.68690772,0.609082435,7.820954048,4634.248171,0.690062619216532 -7524,2006/8/8,5.004857118,22.86852294,13.90298685,0.499595381,7.682872184,2462.729593,0.32975737358297036 -7525,2006/8/9,2.750798503,23.89630269,13.93589996,0.645114601,8.219298487,1484.507429,0.16487868679148518 -7526,2006/8/10,0.557113996,24.90408961,14.27570025,0.921919725,8.649143727,764.4615751,0.08243934339574259 -7527,2006/8/11,4.10760983,24.3466585,13.92097089,0.678935727,8.464679446,1012.284984,0.041219671697871295 -7528,2006/8/12,7.59825964,23.64743386,13.76748742,0.325371326,8.147890631,1484.665093,0.020609835848935647 -7529,2006/8/13,6.957559431,22.92707654,14.25155257,0.234121469,7.613137179,1513.867057,0.010304917924467824 -7530,2006/8/14,4.027208038,22.62824438,14.09432634,0.184014241,7.506180588,1091.555065,0.005152458962233912 -7531,2006/8/15,1.329425063,24.61730955,13.95426368,0.519250985,8.608180017,590.1804824,0.002576229481116956 -7532,2006/8/16,3.568520501,24.69122661,13.98777456,0.620505735,8.640258723,698.1796022,0.001288114740558478 -7533,2006/8/17,4.305947922,24.18085527,14.66888803,0.672715499,8.167062817,753.8200777,0.000644057370279239 -7534,2006/8/18,13.5126086,22.718226,14.91990361,0.473421038,7.277417407,2039.512984,0.26629218206644656 -7535,2006/8/19,8.611504545,22.69094676,14.43199203,0.353468545,7.439580808,1918.388574,0.1841604356790597 -7536,2006/8/20,12.9791158,21.15326752,13.94477755,0.555363877,6.759618543,2922.140486,0.39815254224962127 -7537,2006/8/21,6.44113144,21.83002082,14.13406333,0.854360811,7.072944443,2117.329763,0.19147747382963481 -7538,2006/8/22,8.735463645,21.60892123,14.37152851,0.894323833,6.863465266,2452.08234,0.19761322170706053 -7539,2006/8/23,24.3072826,21.08933553,14.27602478,0.689397207,6.604965333,6924.949853,1.089027874231939 -7540,2006/8/24,17.47679759,20.05254173,13.35973209,0.324932988,6.368916801,7505.097819,1.3149424627319006 -7541,2006/8/25,3.260557827,20.52318935,13.18674675,0.457456813,6.699865262,3253.081774,0.6287866710935865 -7542,2006/8/26,7.284462974,21.68854567,13.68095712,0.53821415,7.170443813,3353.485667,0.32328630418702503 -7543,2006/8/27,8.484729186,20.35227647,13.75372464,0.711911254,6.396114181,3460.582585,0.3244011262394413 -7544,2006/8/28,10.63481329,20.87334879,13.62971208,0.972860307,6.742765201,4021.123698,0.4666799315509338 -7545,2006/8/29,2.627214297,22.60013254,13.94230337,1.080628032,7.589648491,1999.79601,0.22092664681080856 -7546,2006/8/30,11.07980626,23.21503994,13.97674626,0.896324386,7.914269066,3420.40245,0.3605550191381136 -7547,2006/8/31,6.692254751,23.04774581,14.16520939,0.872118222,7.76637619,2632.191877,0.17039832438794247 -7548,2006/9/1,1.194446775,23.24296961,13.60817545,1.025493426,8.052280858,1203.513269,0.08519916219397124 -7549,2006/9/2,0.099045018,23.7287262,13.6406485,1.258106755,8.302537558,617.7411648,0.04259958109698562 -7550,2006/9/3,0.047819803,24.12158099,14.09361146,1.267452891,8.3778811,383.3805573,0.02129979054849281 -7551,2006/9/4,5.041319846,25.17479146,13.98248569,1.094139782,8.968367461,841.9778737,0.010649895274246405 -7552,2006/9/5,9.566283515,22.92908988,13.93149285,0.522087719,7.798043542,1511.642083,0.12143080999930095 -7553,2006/9/6,5.288906462,22.55354968,14.12172969,0.92894065,7.533444595,1170.861144,0.05690354363447791 -7554,2006/9/7,1.571105786,21.56169965,13.26398223,0.903944938,7.285816573,603.9334579,0.028451771817238954 -7555,2006/9/8,19.25207273,21.62871982,13.01918585,0.404614111,7.406581269,3243.701904,0.7452454116054612 -7556,2006/9/9,12.27597396,18.33008584,12.3752449,0.102090961,5.817104075,3301.026184,0.8160183252289162 -7557,2006/9/10,2.135945948,17.25197333,10.80231895,0.369195454,5.815001778,1430.551389,0.39120192431223666 -7558,2006/9/11,3.673370514,18.66510882,11.26971221,0.428756079,6.414152352,1301.625399,0.19560096215611833 -7559,2006/9/12,4.037763233,16.87440372,11.54275125,0.387689246,5.322895908,1240.381585,0.09780048107805916 -7560,2006/9/13,0.477021756,18.04416781,10.35563405,0.540016101,6.393770866,558.2414657,0.04890024053902958 -7561,2006/9/14,0.023808706,19.4295297,9.915462939,0.616757876,7.221428056,296.1081024,0.02445012026951479 -7562,2006/9/15,1.425147136,19.95551615,10.41789948,0.671372455,7.348901928,357.1371848,0.012225060134757396 -7563,2006/9/16,7.14088955,20.25791622,11.27878889,1.020229367,7.260246902,1024.018514,0.006112530067378698 -7564,2006/9/17,4.95260133,20.50629603,11.11378588,0.756556725,7.438859881,930.3616774,0.003056265033689349 -7565,2006/9/18,15.82268128,19.55782265,10.24025086,0.369862577,7.212343782,2715.127122,0.49583141127833036 -7566,2006/9/19,16.13832113,18.1930936,9.245608151,0.400094428,6.816520594,3969.113536,0.8401870088736366 -7567,2006/9/20,7.582920742,19.13460422,9.695146356,0.852570477,7.159968473,2805.344145,0.431328786270759 -7568,2006/9/21,4.327332082,20.40633616,11.10567867,0.828489993,7.407225293,1862.262934,0.2145310500534288 -7569,2006/9/22,2.720744462,20.80328275,12.03892883,0.9276866,7.337208466,1248.013808,0.1072655250267144 -7570,2006/9/23,2.709140553,20.85996467,12.29268107,1.095577352,7.291339287,998.7366007,0.0536327625133572 -7571,2006/9/24,0.79223095,20.79255231,12.20356465,0.712967827,7.288149137,551.8437646,0.0268163812566786 -7572,2006/9/25,7.032637666,21.89638174,12.13235851,0.874281318,7.892252378,1264.850432,0.0134081906283393 -7573,2006/9/26,2.685168784,21.18650252,11.89017183,0.676457126,7.600027641,775.1522631,0.00670409531416965 -7574,2006/9/27,2.326185553,20.44171701,11.93241469,0.637620331,7.201013537,591.4583114,0.003352047657084825 -7575,2006/9/28,2.497197958,20.84296317,11.38048304,0.947471352,7.581215465,529.9268907,0.0016760238285424124 -7576,2006/9/29,0.017027835,21.53996016,11.48368379,0.560999928,7.912304249,213.7081757,0.0008380119142712062 -7577,2006/9/30,0.355163687,22.57983953,11.66602671,0.477687885,8.394487467,153.0433811,0.0004190059571356031 -7578,2006/10/1,0.954714841,21.1428484,11.57742864,0.172020107,7.691692759,156.588515,0.00020950297856780155 -7579,2006/10/2,0.451243741,21.30375325,11.6200699,0.449204703,7.76671916,100.9171665,0.00010475148928390078 -7580,2006/10/3,0.585733626,19.52542948,11.84255182,0.479000391,6.764888104,83.76501382,5.237574464195039e-05 -7581,2006/10/4,6.735646963,18.82215855,11.85084905,0.497067942,6.380889935,475.1830846,0.014047750615923284 -7582,2006/10/5,2.258233707,16.97771802,10.79305037,0.58138791,5.750301645,293.2266878,0.006746778300354543 -7583,2006/10/6,15.43868369,16.56122092,8.216451534,0.89453072,6.367708152,1658.563497,0.34679231905004493 -7584,2006/10/7,27.21646955,16.03080153,7.853475829,0.865419732,6.213890289,5389.998627,1.1383956319426312 -7585,2006/10/8,22.07215183,14.79310789,6.288725596,0.481692593,6.041949063,7607.521671,1.5944749442639357 -7586,2006/10/9,22.80180711,13.94938882,5.607859715,0.442703801,5.82630322,10763.37242,2.1102396684769977 -7587,2006/10/10,6.666343046,13.95289624,6.747426223,0.422394377,5.530511785,5535.421939,1.1081448989405316 -7588,2006/10/11,0.802924769,13.98563501,6.577948022,0.374608295,5.597250021,2393.00831,0.5490808028708026 -7589,2006/10/12,2.223573066,15.31614925,6.733154338,0.536304712,6.187952753,1867.090182,0.2745404014354013 -7590,2006/10/13,0.224152613,16.82648001,6.684302616,0.636539272,6.901130482,1006.521976,0.13727020071770066 -7591,2006/10/14,0.207172055,18.30070121,7.853894368,1.01294017,7.321547272,641.7587664,0.06863510035885033 -7592,2006/10/15,0.315884451,18.78407347,7.570974871,1.110880826,7.614380485,444.9123924,0.034317550179425164 -7593,2006/10/16,0.217770423,18.92156941,7.618356365,0.899420721,7.67218877,295.3521141,0.017158775089712582 -7594,2006/10/17,1.13624663,18.87819614,7.091064579,0.994189953,7.767251201,301.5073185,0.008579387544856291 -7595,2006/10/18,5.861154768,17.94597657,6.099228618,0.847827814,7.54788629,763.5653567,0.0042896937724281456 -7596,2006/10/19,8.110247419,17.96644065,6.10550527,0.681963487,7.560140365,1189.141128,0.0378180138055106 -7597,2006/10/20,1.044297626,17.15113502,6.616471389,0.718482519,7.092657655,472.0671042,0.01775234582306299 -7598,2006/10/21,1.155837784,17.70475311,6.570840492,0.681083076,7.358184924,325.9855998,0.008876172911531494 -7599,2006/10/22,0.320163132,17.49697152,6.952701517,1.025297456,7.185591716,182.0703331,0.004438086455765747 -7600,2006/10/23,0.163038784,17.16103342,5.521398077,0.941649536,7.331560147,112.6142471,0.0022190432278828736 -7601,2006/10/24,0.432564275,16.24016314,4.650695014,0.725104136,7.094847678,95.80098066,0.0011095216139414368 -7602,2006/10/25,0.047127313,15.20118084,3.698692188,0.645355913,6.822872361,52.18275108,0.0005547608069707184 -7603,2006/10/26,0.915502669,15.90371948,3.681321125,0.723912868,7.12552152,81.17263418,0.0002773804034853592 -7604,2006/10/27,0.133296366,16.31411176,4.609174342,0.763651701,7.146093519,38.61985809,0.0001386902017426796 -7605,2006/10/28,0.418761517,16.21052245,4.380350371,1.014215835,7.14588627,38.1961106,6.93451008713398e-05 -7606,2006/10/29,0.009075507,16.20117112,3.437799573,0.902685007,7.300614553,17.16505286,3.46725504356699e-05 -7607,2006/10/30,0.232778105,16.28614294,3.361060578,0.92885924,7.351782769,17.99607888,1.733627521783495e-05 -7608,2006/10/31,0.047940057,16.09586613,3.582400718,0.534234033,7.241718589,9.804485484,8.668137608917475e-06 -7609,2006/11/1,1.234397175,14.63012392,3.076729097,0.624295442,6.713779568,40.61832983,4.3340688044587374e-06 -7610,2006/11/2,0.0,15.65862357,2.476324504,0.655748874,7.232866384,11.87146781,2.1670344022293687e-06 -7611,2006/11/3,0.003657003,16.74296862,2.869238132,0.705589205,7.628102067,6.011271575,1.0835172011146844e-06 -7612,2006/11/4,0.329022918,16.56153689,4.276743172,0.971948043,7.341200097,10.676655,5.417586005573422e-07 -7613,2006/11/5,0.28383675,15.98031876,2.793622311,1.034535351,7.331461469,9.596691088,2.708793002786711e-07 -7614,2006/11/6,1.588797194,14.72203277,3.159923368,0.617421042,6.755813629,35.75743372,1.3543965013933554e-07 -7615,2006/11/7,0.581505029,12.32166328,1.9886212,0.733603812,5.963122497,22.22103132,6.771982506966777e-08 -7616,2006/11/8,0.103482021,14.23455514,2.891161351,0.985719945,6.603571825,9.79714528,3.3859912534833886e-08 -7617,2006/11/9,0.011271794,15.82848438,3.143926258,1.053276376,7.231169709,4.956121393,1.6929956267416943e-08 -7618,2006/11/10,0.466944789,17.01202216,3.97065468,0.283559823,7.605943127,10.76981308,8.464978133708472e-09 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"Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"] -git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce" -uuid = "36db933b-70db-51c0-b978-0f229ee0e533" -version = "1.18.0+0" - -[[deps.libpng_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] -git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280" -uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" -version = "1.6.44+0" - -[[deps.libvorbis_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"] -git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3" -uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" -version = "1.3.7+2" - -[[deps.mtdev_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11" -uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e" -version = "1.1.6+0" - -[[deps.nghttp2_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" -version = "1.52.0+1" - -[[deps.oneTBB_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493" -uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e" -version = "2021.12.0+0" - -[[deps.p7zip_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" -version = "17.4.0+2" - -[[deps.x264_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2" -uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" -version = "2021.5.5+0" - -[[deps.x265_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9" -uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" -version = "3.5.0+0" - -[[deps.xkbcommon_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] -git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37" -uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" -version = "1.4.1+1" diff --git a/doc/Project.toml b/doc/Project.toml deleted file mode 100644 index 039dcae..0000000 --- a/doc/Project.toml +++ /dev/null @@ -1,11 +0,0 @@ -[deps] -Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697" -BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" -CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" -ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" -DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" -DataInterpolations = "82cc6244-b520-54b8-b5a6-8a565e85f1d0" -Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4" -HydroModels = "7e3cde01-c141-467b-bff6-5350a0af19fc" -ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78" -Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" diff --git a/doc/build/.documenter-siteinfo.json b/doc/build/.documenter-siteinfo.json deleted file mode 100644 index d9edd5d..0000000 --- a/doc/build/.documenter-siteinfo.json +++ /dev/null @@ -1 +0,0 @@ -{"documenter":{"julia_version":"1.10.4","generation_timestamp":"2024-12-05T09:51:45","documenter_version":"1.8.0"}} \ No newline at end of file diff --git a/doc/build/assets/documenter.js b/doc/build/assets/documenter.js deleted file mode 100644 index 6fe9341..0000000 --- a/doc/build/assets/documenter.js +++ /dev/null @@ -1,1088 +0,0 @@ -// Generated by Documenter.jl -requirejs.config({ - paths: { - 'highlight-julia': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia.min', - 'headroom': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/headroom.min', - 'jqueryui': 'https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.13.2/jquery-ui.min', - 'highlight-yaml': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/yaml.min', - 'katex-auto-render': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/contrib/auto-render.min', - 'jquery': 'https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.0/jquery.min', - 'headroom-jquery': 'https://cdnjs.cloudflare.com/ajax/libs/headroom/0.12.0/jQuery.headroom.min', - 'katex': 'https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min', - 'highlight': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/highlight.min', - 'highlight-julia-repl': 'https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.8.0/languages/julia-repl.min', - }, - shim: { - "highlight-julia": { - "deps": [ - "highlight" - ] - }, - "highlight-yaml": { - "deps": [ - "highlight" - ] - }, - "katex-auto-render": { - "deps": [ - "katex" - ] - }, - "headroom-jquery": { - "deps": [ - "jquery", - "headroom" - ] - }, - "highlight-julia-repl": { - "deps": [ - "highlight" - ] - } -} -}); -//////////////////////////////////////////////////////////////////////////////// -require(['jquery', 'katex', 'katex-auto-render'], function($, katex, renderMathInElement) { -$(document).ready(function() { - renderMathInElement( - document.body, - { - "delimiters": [ - { - "left": "$", - "right": "$", - "display": false - }, - { - "left": "$$", - "right": "$$", - "display": true - }, - { - "left": "\\[", - "right": "\\]", - "display": true - } - ] -} - - ); -}) - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery', 'highlight', 'highlight-julia', 'highlight-julia-repl', 'highlight-yaml'], function($) { -$(document).ready(function() { - hljs.highlightAll(); -}) - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -let timer = 0; -var isExpanded = true; - -$(document).on( - "click", - ".docstring .docstring-article-toggle-button", - function () { - let articleToggleTitle = "Expand docstring"; - const parent = $(this).parent(); - - debounce(() => { - if (parent.siblings("section").is(":visible")) { - parent - .find("a.docstring-article-toggle-button") - .removeClass("fa-chevron-down") - .addClass("fa-chevron-right"); - } else { - parent - .find("a.docstring-article-toggle-button") - .removeClass("fa-chevron-right") - .addClass("fa-chevron-down"); - - articleToggleTitle = "Collapse docstring"; - } - - parent - .children(".docstring-article-toggle-button") - .prop("title", articleToggleTitle); - parent.siblings("section").slideToggle(); - }); - } -); - -$(document).on("click", ".docs-article-toggle-button", function (event) { - let articleToggleTitle = "Expand docstring"; - let navArticleToggleTitle = "Expand all docstrings"; - let animationSpeed = event.noToggleAnimation ? 0 : 400; - - debounce(() => { - if (isExpanded) { - $(this).removeClass("fa-chevron-up").addClass("fa-chevron-down"); - $("a.docstring-article-toggle-button") - .removeClass("fa-chevron-down") - .addClass("fa-chevron-right"); - - isExpanded = false; - - $(".docstring section").slideUp(animationSpeed); - } else { - $(this).removeClass("fa-chevron-down").addClass("fa-chevron-up"); - $("a.docstring-article-toggle-button") - .removeClass("fa-chevron-right") - .addClass("fa-chevron-down"); - - isExpanded = true; - articleToggleTitle = "Collapse docstring"; - navArticleToggleTitle = "Collapse all docstrings"; - - $(".docstring section").slideDown(animationSpeed); - } - - $(this).prop("title", navArticleToggleTitle); - $(".docstring-article-toggle-button").prop("title", articleToggleTitle); - }); -}); - -function debounce(callback, timeout = 300) { - if (Date.now() - timer > timeout) { - callback(); - } - - clearTimeout(timer); - - timer = Date.now(); -} - -}) -//////////////////////////////////////////////////////////////////////////////// -require([], function() { -function addCopyButtonCallbacks() { - for (const el of document.getElementsByTagName("pre")) { - const button = document.createElement("button"); - button.classList.add("copy-button", "fa-solid", "fa-copy"); - button.setAttribute("aria-label", "Copy this code block"); - button.setAttribute("title", "Copy"); - - el.appendChild(button); - - const success = function () { - button.classList.add("success", "fa-check"); - button.classList.remove("fa-copy"); - }; - - const failure = function () { - button.classList.add("error", "fa-xmark"); - button.classList.remove("fa-copy"); - }; - - button.addEventListener("click", function () { - copyToClipboard(el.innerText).then(success, failure); - - setTimeout(function () { - button.classList.add("fa-copy"); - button.classList.remove("success", "fa-check", "fa-xmark"); - }, 5000); - }); - } -} - -function copyToClipboard(text) { - // clipboard API is only available in secure contexts - if (window.navigator && window.navigator.clipboard) { - return window.navigator.clipboard.writeText(text); - } else { - return new Promise(function (resolve, reject) { - try { - const el = document.createElement("textarea"); - el.textContent = text; - el.style.position = "fixed"; - el.style.opacity = 0; - document.body.appendChild(el); - el.select(); - document.execCommand("copy"); - - resolve(); - } catch (err) { - reject(err); - } finally { - document.body.removeChild(el); - } - }); - } -} - -if (document.readyState === "loading") { - document.addEventListener("DOMContentLoaded", addCopyButtonCallbacks); -} else { - addCopyButtonCallbacks(); -} - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery', 'headroom', 'headroom-jquery'], function($, Headroom) { - -// Manages the top navigation bar (hides it when the user starts scrolling down on the -// mobile). -window.Headroom = Headroom; // work around buggy module loading? -$(document).ready(function () { - $("#documenter .docs-navbar").headroom({ - tolerance: { up: 10, down: 10 }, - }); -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -$(document).ready(function () { - let meta = $("div[data-docstringscollapsed]").data(); - - if (meta?.docstringscollapsed) { - $("#documenter-article-toggle-button").trigger({ - type: "click", - noToggleAnimation: true, - }); - } -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -/* -To get an in-depth about the thought process you can refer: https://hetarth02.hashnode.dev/series/gsoc - -PSEUDOCODE: - -Searching happens automatically as the user types or adjusts the selected filters. -To preserve responsiveness, as much as possible of the slow parts of the search are done -in a web worker. Searching and result generation are done in the worker, and filtering and -DOM updates are done in the main thread. The filters are in the main thread as they should -be very quick to apply. This lets filters be changed without re-searching with minisearch -(which is possible even if filtering is on the worker thread) and also lets filters be -changed _while_ the worker is searching and without message passing (neither of which are -possible if filtering is on the worker thread) - -SEARCH WORKER: - -Import minisearch - -Build index - -On message from main thread - run search - find the first 200 unique results from each category, and compute their divs for display - note that this is necessary and sufficient information for the main thread to find the - first 200 unique results from any given filter set - post results to main thread - -MAIN: - -Launch worker - -Declare nonconstant globals (worker_is_running, last_search_text, unfiltered_results) - -On text update - if worker is not running, launch_search() - -launch_search - set worker_is_running to true, set last_search_text to the search text - post the search query to worker - -on message from worker - if last_search_text is not the same as the text in the search field, - the latest search result is not reflective of the latest search query, so update again - launch_search() - otherwise - set worker_is_running to false - - regardless, display the new search results to the user - save the unfiltered_results as a global - update_search() - -on filter click - adjust the filter selection - update_search() - -update_search - apply search filters by looping through the unfiltered_results and finding the first 200 - unique results that match the filters - - Update the DOM -*/ - -/////// SEARCH WORKER /////// - -function worker_function(documenterSearchIndex, documenterBaseURL, filters) { - importScripts( - "https://cdn.jsdelivr.net/npm/minisearch@6.1.0/dist/umd/index.min.js" - ); - - let data = documenterSearchIndex.map((x, key) => { - x["id"] = key; // minisearch requires a unique for each object - return x; - }); - - // list below is the lunr 2.1.3 list minus the intersect with names(Base) - // (all, any, get, in, is, only, which) and (do, else, for, let, where, while, with) - // ideally we'd just filter the original list but it's not available as a variable - const stopWords = new Set([ - "a", - "able", - "about", - "across", - "after", - "almost", - "also", - "am", - "among", - "an", - "and", - "are", - "as", - "at", - "be", - "because", - "been", - "but", - "by", - "can", - "cannot", - "could", - "dear", - "did", - "does", - "either", - "ever", - "every", - "from", - "got", - "had", - "has", - "have", - "he", - "her", - "hers", - "him", - "his", - "how", - "however", - "i", - "if", - "into", - "it", - "its", - "just", - "least", - "like", - "likely", - "may", - "me", - "might", - "most", - "must", - "my", - "neither", - "no", - "nor", - "not", - "of", - "off", - "often", - "on", - "or", - "other", - "our", - "own", - "rather", - "said", - "say", - "says", - "she", - "should", - "since", - "so", - "some", - "than", - "that", - "the", - "their", - "them", - "then", - "there", - "these", - "they", - "this", - "tis", - "to", - "too", - "twas", - "us", - "wants", - "was", - "we", - "were", - "what", - "when", - "who", - "whom", - "why", - "will", - "would", - "yet", - "you", - "your", - ]); - - let index = new MiniSearch({ - fields: ["title", "text"], // fields to index for full-text search - storeFields: ["location", "title", "text", "category", "page"], // fields to return with results - processTerm: (term) => { - let word = stopWords.has(term) ? null : term; - if (word) { - // custom trimmer that doesn't strip @ and !, which are used in julia macro and function names - word = word - .replace(/^[^a-zA-Z0-9@!]+/, "") - .replace(/[^a-zA-Z0-9@!]+$/, ""); - - word = word.toLowerCase(); - } - - return word ?? null; - }, - // add . as a separator, because otherwise "title": "Documenter.Anchors.add!", would not - // find anything if searching for "add!", only for the entire qualification - tokenize: (string) => string.split(/[\s\-\.]+/), - // options which will be applied during the search - searchOptions: { - prefix: true, - boost: { title: 100 }, - fuzzy: 2, - }, - }); - - index.addAll(data); - - /** - * Used to map characters to HTML entities. - * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts - */ - const htmlEscapes = { - "&": "&", - "<": "<", - ">": ">", - '"': """, - "'": "'", - }; - - /** - * Used to match HTML entities and HTML characters. - * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts - */ - const reUnescapedHtml = /[&<>"']/g; - const reHasUnescapedHtml = RegExp(reUnescapedHtml.source); - - /** - * Escape function from lodash - * Refer: https://github.com/lodash/lodash/blob/main/src/escape.ts - */ - function escape(string) { - return string && reHasUnescapedHtml.test(string) - ? string.replace(reUnescapedHtml, (chr) => htmlEscapes[chr]) - : string || ""; - } - - /** - * RegX escape function from MDN - * Refer: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping - */ - function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string - } - - /** - * Make the result component given a minisearch result data object and the value - * of the search input as queryString. To view the result object structure, refer: - * https://lucaong.github.io/minisearch/modules/_minisearch_.html#searchresult - * - * @param {object} result - * @param {string} querystring - * @returns string - */ - function make_search_result(result, querystring) { - let search_divider = `
`; - let display_link = - result.location.slice(Math.max(0), Math.min(50, result.location.length)) + - (result.location.length > 30 ? "..." : ""); // To cut-off the link because it messes with the overflow of the whole div - - if (result.page !== "") { - display_link += ` (${result.page})`; - } - searchstring = escapeRegExp(querystring); - let textindex = new RegExp(`${searchstring}`, "i").exec(result.text); - let text = - textindex !== null - ? result.text.slice( - Math.max(textindex.index - 100, 0), - Math.min( - textindex.index + querystring.length + 100, - result.text.length - ) - ) - : ""; // cut-off text before and after from the match - - text = text.length ? escape(text) : ""; - - let display_result = text.length - ? "..." + - text.replace( - new RegExp(`${escape(searchstring)}`, "i"), // For first occurrence - '$&' - ) + - "..." - : ""; // highlights the match - - let in_code = false; - if (!["page", "section"].includes(result.category.toLowerCase())) { - in_code = true; - } - - // We encode the full url to escape some special characters which can lead to broken links - let result_div = ` - -
-
${escape(result.title)}
-
${result.category}
-
-

- ${display_result} -

-
- ${display_link} -
- - ${search_divider} - `; - - return result_div; - } - - self.onmessage = function (e) { - let query = e.data; - let results = index.search(query, { - filter: (result) => { - // Only return relevant results - return result.score >= 1; - }, - combineWith: "AND", - }); - - // Pre-filter to deduplicate and limit to 200 per category to the extent - // possible without knowing what the filters are. - let filtered_results = []; - let counts = {}; - for (let filter of filters) { - counts[filter] = 0; - } - let present = {}; - - for (let result of results) { - cat = result.category; - cnt = counts[cat]; - if (cnt < 200) { - id = cat + "---" + result.location; - if (present[id]) { - continue; - } - present[id] = true; - filtered_results.push({ - location: result.location, - category: cat, - div: make_search_result(result, query), - }); - } - } - - postMessage(filtered_results); - }; -} - -/////// SEARCH MAIN /////// - -function runSearchMainCode() { - // `worker = Threads.@spawn worker_function(documenterSearchIndex)`, but in JavaScript! - const filters = [ - ...new Set(documenterSearchIndex["docs"].map((x) => x.category)), - ]; - const worker_str = - "(" + - worker_function.toString() + - ")(" + - JSON.stringify(documenterSearchIndex["docs"]) + - "," + - JSON.stringify(documenterBaseURL) + - "," + - JSON.stringify(filters) + - ")"; - const worker_blob = new Blob([worker_str], { type: "text/javascript" }); - const worker = new Worker(URL.createObjectURL(worker_blob)); - - // Whether the worker is currently handling a search. This is a boolean - // as the worker only ever handles 1 or 0 searches at a time. - var worker_is_running = false; - - // The last search text that was sent to the worker. This is used to determine - // if the worker should be launched again when it reports back results. - var last_search_text = ""; - - // The results of the last search. This, in combination with the state of the filters - // in the DOM, is used compute the results to display on calls to update_search. - var unfiltered_results = []; - - // Which filter is currently selected - var selected_filter = ""; - - $(document).on("input", ".documenter-search-input", function (event) { - if (!worker_is_running) { - launch_search(); - } - }); - - function launch_search() { - worker_is_running = true; - last_search_text = $(".documenter-search-input").val(); - worker.postMessage(last_search_text); - } - - worker.onmessage = function (e) { - if (last_search_text !== $(".documenter-search-input").val()) { - launch_search(); - } else { - worker_is_running = false; - } - - unfiltered_results = e.data; - update_search(); - }; - - $(document).on("click", ".search-filter", function () { - if ($(this).hasClass("search-filter-selected")) { - selected_filter = ""; - } else { - selected_filter = $(this).text().toLowerCase(); - } - - // This updates search results and toggles classes for UI: - update_search(); - }); - - /** - * Make/Update the search component - */ - function update_search() { - let querystring = $(".documenter-search-input").val(); - - if (querystring.trim()) { - if (selected_filter == "") { - results = unfiltered_results; - } else { - results = unfiltered_results.filter((result) => { - return selected_filter == result.category.toLowerCase(); - }); - } - - let search_result_container = ``; - let modal_filters = make_modal_body_filters(); - let search_divider = `
`; - - if (results.length) { - let links = []; - let count = 0; - let search_results = ""; - - for (var i = 0, n = results.length; i < n && count < 200; ++i) { - let result = results[i]; - if (result.location && !links.includes(result.location)) { - search_results += result.div; - count++; - links.push(result.location); - } - } - - if (count == 1) { - count_str = "1 result"; - } else if (count == 200) { - count_str = "200+ results"; - } else { - count_str = count + " results"; - } - let result_count = `
${count_str}
`; - - search_result_container = ` -
- ${modal_filters} - ${search_divider} - ${result_count} -
- ${search_results} -
-
- `; - } else { - search_result_container = ` -
- ${modal_filters} - ${search_divider} -
0 result(s)
-
-
No result found!
- `; - } - - if ($(".search-modal-card-body").hasClass("is-justify-content-center")) { - $(".search-modal-card-body").removeClass("is-justify-content-center"); - } - - $(".search-modal-card-body").html(search_result_container); - } else { - if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { - $(".search-modal-card-body").addClass("is-justify-content-center"); - } - - $(".search-modal-card-body").html(` -
Type something to get started!
- `); - } - } - - /** - * Make the modal filter html - * - * @returns string - */ - function make_modal_body_filters() { - let str = filters - .map((val) => { - if (selected_filter == val.toLowerCase()) { - return `${val}`; - } else { - return `${val}`; - } - }) - .join(""); - - return ` -
- Filters: - ${str} -
`; - } -} - -function waitUntilSearchIndexAvailable() { - // It is possible that the documenter.js script runs before the page - // has finished loading and documenterSearchIndex gets defined. - // So we need to wait until the search index actually loads before setting - // up all the search-related stuff. - if (typeof documenterSearchIndex !== "undefined") { - runSearchMainCode(); - } else { - console.warn("Search Index not available, waiting"); - setTimeout(waitUntilSearchIndexAvailable, 1000); - } -} - -// The actual entry point to the search code -waitUntilSearchIndexAvailable(); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// Modal settings dialog -$(document).ready(function () { - var settings = $("#documenter-settings"); - $("#documenter-settings-button").click(function () { - settings.toggleClass("is-active"); - }); - // Close the dialog if X is clicked - $("#documenter-settings button.delete").click(function () { - settings.removeClass("is-active"); - }); - // Close dialog if ESC is pressed - $(document).keyup(function (e) { - if (e.keyCode == 27) settings.removeClass("is-active"); - }); -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -$(document).ready(function () { - let search_modal_header = ` -
-
-

- - - - -

-
-
- -
-
- `; - - let initial_search_body = ` -
Type something to get started!
- `; - - let search_modal_footer = ` - - `; - - $(document.body).append( - ` - - ` - ); - - document.querySelector(".docs-search-query").addEventListener("click", () => { - openModal(); - }); - - document - .querySelector(".close-search-modal") - .addEventListener("click", () => { - closeModal(); - }); - - $(document).on("click", ".search-result-link", function () { - closeModal(); - }); - - document.addEventListener("keydown", (event) => { - if ((event.ctrlKey || event.metaKey) && event.key === "/") { - openModal(); - } else if (event.key === "Escape") { - closeModal(); - } - - return false; - }); - - // Functions to open and close a modal - function openModal() { - let searchModal = document.querySelector("#search-modal"); - - searchModal.classList.add("is-active"); - document.querySelector(".documenter-search-input").focus(); - } - - function closeModal() { - let searchModal = document.querySelector("#search-modal"); - let initial_search_body = ` -
Type something to get started!
- `; - - searchModal.classList.remove("is-active"); - document.querySelector(".documenter-search-input").blur(); - - if (!$(".search-modal-card-body").hasClass("is-justify-content-center")) { - $(".search-modal-card-body").addClass("is-justify-content-center"); - } - - $(".documenter-search-input").val(""); - $(".search-modal-card-body").html(initial_search_body); - } - - document - .querySelector("#search-modal .modal-background") - .addEventListener("click", () => { - closeModal(); - }); -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// Manages the showing and hiding of the sidebar. -$(document).ready(function () { - var sidebar = $("#documenter > .docs-sidebar"); - var sidebar_button = $("#documenter-sidebar-button"); - sidebar_button.click(function (ev) { - ev.preventDefault(); - sidebar.toggleClass("visible"); - if (sidebar.hasClass("visible")) { - // Makes sure that the current menu item is visible in the sidebar. - $("#documenter .docs-menu a.is-active").focus(); - } - }); - $("#documenter > .docs-main").bind("click", function (ev) { - if ($(ev.target).is(sidebar_button)) { - return; - } - if (sidebar.hasClass("visible")) { - sidebar.removeClass("visible"); - } - }); -}); - -// Resizes the package name / sitename in the sidebar if it is too wide. -// Inspired by: https://github.com/davatron5000/FitText.js -$(document).ready(function () { - e = $("#documenter .docs-autofit"); - function resize() { - var L = parseInt(e.css("max-width"), 10); - var L0 = e.width(); - if (L0 > L) { - var h0 = parseInt(e.css("font-size"), 10); - e.css("font-size", (L * h0) / L0); - // TODO: make sure it survives resizes? - } - } - // call once and then register events - resize(); - $(window).resize(resize); - $(window).on("orientationchange", resize); -}); - -// Scroll the navigation bar to the currently selected menu item -$(document).ready(function () { - var sidebar = $("#documenter .docs-menu").get(0); - var active = $("#documenter .docs-menu .is-active").get(0); - if (typeof active !== "undefined") { - sidebar.scrollTop = active.offsetTop - sidebar.offsetTop - 15; - } -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// Theme picker setup -$(document).ready(function () { - // onchange callback - $("#documenter-themepicker").change(function themepick_callback(ev) { - var themename = $("#documenter-themepicker option:selected").attr("value"); - if (themename === "auto") { - // set_theme(window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'); - window.localStorage.removeItem("documenter-theme"); - } else { - // set_theme(themename); - window.localStorage.setItem("documenter-theme", themename); - } - // We re-use the global function from themeswap.js to actually do the swapping. - set_theme_from_local_storage(); - }); - - // Make sure that the themepicker displays the correct theme when the theme is retrieved - // from localStorage - if (typeof window.localStorage !== "undefined") { - var theme = window.localStorage.getItem("documenter-theme"); - if (theme !== null) { - $("#documenter-themepicker option").each(function (i, e) { - e.selected = e.value === theme; - }); - } - } -}); - -}) -//////////////////////////////////////////////////////////////////////////////// -require(['jquery'], function($) { - -// update the version selector with info from the siteinfo.js and ../versions.js files -$(document).ready(function () { - // If the version selector is disabled with DOCUMENTER_VERSION_SELECTOR_DISABLED in the - // siteinfo.js file, we just return immediately and not display the version selector. - if ( - typeof DOCUMENTER_VERSION_SELECTOR_DISABLED === "boolean" && - DOCUMENTER_VERSION_SELECTOR_DISABLED - ) { - return; - } - - var version_selector = $("#documenter .docs-version-selector"); - var version_selector_select = $("#documenter .docs-version-selector select"); - - version_selector_select.change(function (x) { - target_href = version_selector_select - .children("option:selected") - .get(0).value; - window.location.href = target_href; - }); - - // add the current version to the selector based on siteinfo.js, but only if the selector is empty - if ( - typeof DOCUMENTER_CURRENT_VERSION !== "undefined" && - $("#version-selector > option").length == 0 - ) { - var option = $( - "" - ); - version_selector_select.append(option); - } - - if (typeof DOC_VERSIONS !== "undefined") { - var existing_versions = version_selector_select.children("option"); - var existing_versions_texts = existing_versions.map(function (i, x) { - return x.text; - }); - DOC_VERSIONS.forEach(function (each) { - var version_url = documenterBaseURL + "/../" + each + "/"; - var existing_id = $.inArray(each, existing_versions_texts); - // if not already in the version selector, add it as a new option, - // otherwise update the old option with the URL and enable it - if (existing_id == -1) { - var option = $( - "" - ); - version_selector_select.append(option); - } else { - var option = existing_versions[existing_id]; - option.value = version_url; - option.disabled = false; - } - }); - } - - // only show the version selector if the selector has been populated - if (version_selector_select.children("option").length > 0) { - version_selector.toggleClass("visible"); - } -}); - -}) diff --git a/doc/build/assets/icons.ico b/doc/build/assets/icons.ico deleted file mode 100644 index ba41981..0000000 Binary files a/doc/build/assets/icons.ico and /dev/null differ diff --git a/doc/build/assets/themes/catppuccin-frappe.css b/doc/build/assets/themes/catppuccin-frappe.css deleted file mode 100644 index 32e3f00..0000000 --- a/doc/build/assets/themes/catppuccin-frappe.css +++ /dev/null @@ -1 +0,0 @@ -html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis,html.theme--catppuccin-frappe .file-cta,html.theme--catppuccin-frappe .file-name,html.theme--catppuccin-frappe .select select,html.theme--catppuccin-frappe .textarea,html.theme--catppuccin-frappe .input,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-frappe .button{-moz-appearance:none;-webkit-appearance:none;align-items:center;border:1px solid transparent;border-radius:.4em;box-shadow:none;display:inline-flex;font-size:1rem;height:2.5em;justify-content:flex-start;line-height:1.5;padding-bottom:calc(0.5em - 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.is-active.pagination-previous,html.theme--catppuccin-frappe .is-active.pagination-next,html.theme--catppuccin-frappe .is-active.pagination-link,html.theme--catppuccin-frappe .is-active.pagination-ellipsis,html.theme--catppuccin-frappe .is-active.file-cta,html.theme--catppuccin-frappe .is-active.file-name,html.theme--catppuccin-frappe .select select.is-active,html.theme--catppuccin-frappe .is-active.textarea,html.theme--catppuccin-frappe .is-active.input,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-active,html.theme--catppuccin-frappe .is-active.button{outline:none}html.theme--catppuccin-frappe .pagination-previous[disabled],html.theme--catppuccin-frappe .pagination-next[disabled],html.theme--catppuccin-frappe .pagination-link[disabled],html.theme--catppuccin-frappe .pagination-ellipsis[disabled],html.theme--catppuccin-frappe .file-cta[disabled],html.theme--catppuccin-frappe .file-name[disabled],html.theme--catppuccin-frappe .select select[disabled],html.theme--catppuccin-frappe .textarea[disabled],html.theme--catppuccin-frappe .input[disabled],html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input[disabled],html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe fieldset[disabled] .pagination-previous,fieldset[disabled] html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe fieldset[disabled] .pagination-next,fieldset[disabled] html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe fieldset[disabled] .pagination-link,fieldset[disabled] html.theme--catppuccin-frappe .pagination-ellipsis,html.theme--catppuccin-frappe fieldset[disabled] .pagination-ellipsis,fieldset[disabled] html.theme--catppuccin-frappe .file-cta,html.theme--catppuccin-frappe fieldset[disabled] .file-cta,fieldset[disabled] html.theme--catppuccin-frappe 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.pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis,html.theme--catppuccin-frappe .breadcrumb,html.theme--catppuccin-frappe .file,html.theme--catppuccin-frappe .button,.is-unselectable{-webkit-touch-callout:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless)::after,html.theme--catppuccin-frappe .select:not(.is-multiple):not(.is-loading)::after{border:3px solid rgba(0,0,0,0);border-radius:2px;border-right:0;border-top:0;content:" ";display:block;height:0.625em;margin-top:-0.4375em;pointer-events:none;position:absolute;top:50%;transform:rotate(-45deg);transform-origin:center;width:0.625em}html.theme--catppuccin-frappe .admonition:not(:last-child),html.theme--catppuccin-frappe .tabs:not(:last-child),html.theme--catppuccin-frappe 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html.theme--catppuccin-frappe .content kbd.button.is-outlined{background-color:transparent;border-color:#414559;box-shadow:none;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-focused{background-color:#fff;color:#414559}html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #414559 #414559 !important}html.theme--catppuccin-frappe 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.button.is-primary.is-inverted.is-outlined.is-focused,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-focused.docs-sourcelink{background-color:#fff;color:#8caaee}html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:hover::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.is-hovered.docs-sourcelink::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .docstring>section>a.button.is-inverted.is-outlined.is-loading.docs-sourcelink:focus::after,html.theme--catppuccin-frappe .button.is-primary.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-frappe 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.button.is-primary.is-light.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-hovered.docs-sourcelink{background-color:#e2eafb;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-primary.is-light:active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.docs-sourcelink:active,html.theme--catppuccin-frappe .button.is-primary.is-light.is-active,html.theme--catppuccin-frappe .docstring>section>a.button.is-light.is-active.docs-sourcelink{background-color:#d7e1f9;border-color:transparent;color:#153a8e}html.theme--catppuccin-frappe .button.is-link{background-color:#8caaee;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:hover,html.theme--catppuccin-frappe .button.is-link.is-hovered{background-color:#81a2ec;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-link:focus,html.theme--catppuccin-frappe 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.button.is-link.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-outlined:focus,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-focused{background-color:#8caaee;border-color:#8caaee;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading::after{border-color:transparent transparent #8caaee #8caaee !important}html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-link.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-link.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-link.is-outlined{background-color:transparent;border-color:#8caaee;box-shadow:none;color:#8caaee}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-link.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe 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.button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #81c8be #81c8be !important}html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-info.is-light{background-color:#f1f9f8;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:hover,html.theme--catppuccin-frappe .button.is-info.is-light.is-hovered{background-color:#e8f5f3;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe .button.is-info.is-light:active,html.theme--catppuccin-frappe .button.is-info.is-light.is-active{background-color:#dff1ef;border-color:transparent;color:#2d675f}html.theme--catppuccin-frappe 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.button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6d189 #a6d189 !important}html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-success.is-light{background-color:#f4f9f0;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:hover,html.theme--catppuccin-frappe .button.is-success.is-light.is-hovered{background-color:#edf6e7;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-success.is-light:active,html.theme--catppuccin-frappe .button.is-success.is-light.is-active{background-color:#e6f2de;border-color:transparent;color:#446a29}html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:hover,html.theme--catppuccin-frappe .button.is-warning.is-hovered{background-color:#e3c386;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus,html.theme--catppuccin-frappe .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning:focus:not(:active),html.theme--catppuccin-frappe .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(229,200,144,0.25)}html.theme--catppuccin-frappe .button.is-warning:active,html.theme--catppuccin-frappe .button.is-warning.is-active{background-color:#e0be7b;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning{background-color:#e5c890;border-color:#e5c890;box-shadow:none}html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-focused{background-color:#e5c890;border-color:#e5c890;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-frappe .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-outlined{background-color:transparent;border-color:#e5c890;box-shadow:none;color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#e5c890}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e5c890 #e5c890 !important}html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-frappe .button.is-warning.is-light{background-color:#fbf7ee;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:hover,html.theme--catppuccin-frappe .button.is-warning.is-light.is-hovered{background-color:#f9f2e4;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-warning.is-light:active,html.theme--catppuccin-frappe .button.is-warning.is-light.is-active{background-color:#f6edda;border-color:transparent;color:#78591c}html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:hover,html.theme--catppuccin-frappe .button.is-danger.is-hovered{background-color:#e57779;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus,html.theme--catppuccin-frappe .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger:focus:not(:active),html.theme--catppuccin-frappe .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(231,130,132,0.25)}html.theme--catppuccin-frappe .button.is-danger:active,html.theme--catppuccin-frappe .button.is-danger.is-active{background-color:#e36d6f;border-color:transparent;color:#fff}html.theme--catppuccin-frappe .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger{background-color:#e78284;border-color:#e78284;box-shadow:none}html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-frappe .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-focused{background-color:#e78284;border-color:#e78284;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-frappe .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-outlined{background-color:transparent;border-color:#e78284;box-shadow:none;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#e78284}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #e78284 #e78284 !important}html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-frappe .button.is-danger.is-light{background-color:#fceeee;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:hover,html.theme--catppuccin-frappe .button.is-danger.is-light.is-hovered{background-color:#fae3e4;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-danger.is-light:active,html.theme--catppuccin-frappe .button.is-danger.is-light.is-active{background-color:#f8d8d9;border-color:transparent;color:#9a1e20}html.theme--catppuccin-frappe .button.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-frappe .button.is-small:not(.is-rounded),html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .button.is-normal{font-size:1rem}html.theme--catppuccin-frappe .button.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .button.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .button[disabled],fieldset[disabled] html.theme--catppuccin-frappe .button{background-color:#737994;border-color:#626880;box-shadow:none;opacity:.5}html.theme--catppuccin-frappe .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-frappe .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-frappe .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-frappe .button.is-static{background-color:#292c3c;border-color:#626880;color:#838ba7;box-shadow:none;pointer-events:none}html.theme--catppuccin-frappe .button.is-rounded,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-frappe .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-frappe .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-frappe .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-frappe .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-frappe .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-frappe .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-frappe .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-frappe .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-frappe .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-frappe .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-frappe .buttons.has-addons .button:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-frappe .buttons.has-addons .button:focus,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused,html.theme--catppuccin-frappe .buttons.has-addons .button:active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-frappe .buttons.has-addons .button:focus:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-frappe .buttons.has-addons .button:active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-frappe .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-frappe .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .buttons.is-centered{justify-content:center}html.theme--catppuccin-frappe .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-frappe .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-frappe .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-frappe .button.is-responsive.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-frappe .button.is-responsive,html.theme--catppuccin-frappe .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-frappe .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-frappe .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-frappe .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-frappe .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-frappe .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-frappe .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-frappe .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-frappe .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-frappe .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-frappe .content li+li{margin-top:0.25em}html.theme--catppuccin-frappe .content p:not(:last-child),html.theme--catppuccin-frappe .content dl:not(:last-child),html.theme--catppuccin-frappe .content ol:not(:last-child),html.theme--catppuccin-frappe .content ul:not(:last-child),html.theme--catppuccin-frappe .content blockquote:not(:last-child),html.theme--catppuccin-frappe .content pre:not(:last-child),html.theme--catppuccin-frappe .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-frappe .content h1,html.theme--catppuccin-frappe .content h2,html.theme--catppuccin-frappe .content h3,html.theme--catppuccin-frappe .content h4,html.theme--catppuccin-frappe .content h5,html.theme--catppuccin-frappe .content h6{color:#c6d0f5;font-weight:600;line-height:1.125}html.theme--catppuccin-frappe .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-frappe .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-frappe .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-frappe .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-frappe .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-frappe .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-frappe .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-frappe .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-frappe .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-frappe .content blockquote{background-color:#292c3c;border-left:5px solid #626880;padding:1.25em 1.5em}html.theme--catppuccin-frappe .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-frappe .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-frappe .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-frappe .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-frappe .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-frappe .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-frappe .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-frappe .content ul ul ul{list-style-type:square}html.theme--catppuccin-frappe .content dd{margin-left:2em}html.theme--catppuccin-frappe .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-frappe .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-frappe .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-frappe .content figure img{display:inline-block}html.theme--catppuccin-frappe .content figure figcaption{font-style:italic}html.theme--catppuccin-frappe .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-frappe .content sup,html.theme--catppuccin-frappe .content sub{font-size:75%}html.theme--catppuccin-frappe .content table{width:100%}html.theme--catppuccin-frappe .content table td,html.theme--catppuccin-frappe .content table th{border:1px solid #626880;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-frappe .content table th{color:#b0bef1}html.theme--catppuccin-frappe .content table th:not([align]){text-align:inherit}html.theme--catppuccin-frappe .content table thead td,html.theme--catppuccin-frappe .content table thead th{border-width:0 0 2px;color:#b0bef1}html.theme--catppuccin-frappe .content table tfoot td,html.theme--catppuccin-frappe .content table tfoot th{border-width:2px 0 0;color:#b0bef1}html.theme--catppuccin-frappe .content table tbody tr:last-child td,html.theme--catppuccin-frappe .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-frappe .content .tabs li+li{margin-top:0}html.theme--catppuccin-frappe .content.is-small,html.theme--catppuccin-frappe #documenter 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select:not([multiple]){padding-right:2.5em}html.theme--catppuccin-frappe .select select[multiple]{height:auto;padding:0}html.theme--catppuccin-frappe .select select[multiple] option{padding:0.5em 1em}html.theme--catppuccin-frappe .select:not(.is-multiple):not(.is-loading):hover::after{border-color:#99d1db}html.theme--catppuccin-frappe .select.is-white:not(:hover)::after{border-color:#fff}html.theme--catppuccin-frappe .select.is-white select{border-color:#fff}html.theme--catppuccin-frappe .select.is-white select:hover,html.theme--catppuccin-frappe .select.is-white select.is-hovered{border-color:#f2f2f2}html.theme--catppuccin-frappe .select.is-white select:focus,html.theme--catppuccin-frappe .select.is-white select.is-focused,html.theme--catppuccin-frappe .select.is-white select:active,html.theme--catppuccin-frappe .select.is-white select.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-frappe 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select.is-focused,html.theme--catppuccin-frappe .select.is-dark select:active,html.theme--catppuccin-frappe .content kbd.select select:active,html.theme--catppuccin-frappe .select.is-dark select.is-active,html.theme--catppuccin-frappe .content kbd.select select.is-active{box-shadow:0 0 0 0.125em rgba(65,69,89,0.25)}html.theme--catppuccin-frappe .select.is-primary:not(:hover)::after,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink:not(:hover)::after{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-primary select,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-primary select:hover,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:hover,html.theme--catppuccin-frappe .select.is-primary select.is-hovered,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-hovered{border-color:#769aeb}html.theme--catppuccin-frappe .select.is-primary select:focus,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:focus,html.theme--catppuccin-frappe .select.is-primary select.is-focused,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-focused,html.theme--catppuccin-frappe .select.is-primary select:active,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select:active,html.theme--catppuccin-frappe .select.is-primary select.is-active,html.theme--catppuccin-frappe .docstring>section>a.select.docs-sourcelink select.is-active{box-shadow:0 0 0 0.125em rgba(140,170,238,0.25)}html.theme--catppuccin-frappe .select.is-link:not(:hover)::after{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-link select{border-color:#8caaee}html.theme--catppuccin-frappe .select.is-link select:hover,html.theme--catppuccin-frappe .select.is-link select.is-hovered{border-color:#769aeb}html.theme--catppuccin-frappe .select.is-link select:focus,html.theme--catppuccin-frappe .select.is-link select.is-focused,html.theme--catppuccin-frappe .select.is-link select:active,html.theme--catppuccin-frappe .select.is-link select.is-active{box-shadow:0 0 0 0.125em rgba(140,170,238,0.25)}html.theme--catppuccin-frappe .select.is-info:not(:hover)::after{border-color:#81c8be}html.theme--catppuccin-frappe .select.is-info select{border-color:#81c8be}html.theme--catppuccin-frappe .select.is-info select:hover,html.theme--catppuccin-frappe .select.is-info select.is-hovered{border-color:#6fc0b5}html.theme--catppuccin-frappe .select.is-info select:focus,html.theme--catppuccin-frappe .select.is-info select.is-focused,html.theme--catppuccin-frappe .select.is-info select:active,html.theme--catppuccin-frappe .select.is-info select.is-active{box-shadow:0 0 0 0.125em rgba(129,200,190,0.25)}html.theme--catppuccin-frappe 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a.navbar-item:focus,html.theme--catppuccin-frappe a.navbar-item:focus-within,html.theme--catppuccin-frappe a.navbar-item:hover,html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link:focus,html.theme--catppuccin-frappe .navbar-link:focus-within,html.theme--catppuccin-frappe .navbar-link:hover,html.theme--catppuccin-frappe .navbar-link.is-active{background-color:rgba(0,0,0,0);color:#8caaee}html.theme--catppuccin-frappe .navbar-item{flex-grow:0;flex-shrink:0}html.theme--catppuccin-frappe .navbar-item img{max-height:1.75rem}html.theme--catppuccin-frappe .navbar-item.has-dropdown{padding:0}html.theme--catppuccin-frappe .navbar-item.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-item.is-tab{border-bottom:1px solid transparent;min-height:4rem;padding-bottom:calc(0.5rem - 1px)}html.theme--catppuccin-frappe .navbar-item.is-tab:focus,html.theme--catppuccin-frappe .navbar-item.is-tab:hover{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee}html.theme--catppuccin-frappe .navbar-item.is-tab.is-active{background-color:rgba(0,0,0,0);border-bottom-color:#8caaee;border-bottom-style:solid;border-bottom-width:3px;color:#8caaee;padding-bottom:calc(0.5rem - 3px)}html.theme--catppuccin-frappe .navbar-content{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless){padding-right:2.5em}html.theme--catppuccin-frappe .navbar-link:not(.is-arrowless)::after{border-color:#fff;margin-top:-0.375em;right:1.125em}html.theme--catppuccin-frappe .navbar-dropdown{font-size:0.875rem;padding-bottom:0.5rem;padding-top:0.5rem}html.theme--catppuccin-frappe .navbar-dropdown .navbar-item{padding-left:1.5rem;padding-right:1.5rem}html.theme--catppuccin-frappe .navbar-divider{background-color:rgba(0,0,0,0.2);border:none;display:none;height:2px;margin:0.5rem 0}@media screen and (max-width: 1055px){html.theme--catppuccin-frappe 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a.navbar-item:hover{background-color:rgba(0,0,0,0);color:#838ba7}html.theme--catppuccin-frappe .navbar-dropdown a.navbar-item.is-active{background-color:rgba(0,0,0,0);color:#8caaee}.navbar.is-spaced html.theme--catppuccin-frappe .navbar-dropdown,html.theme--catppuccin-frappe .navbar-dropdown.is-boxed{border-radius:8px;border-top:none;box-shadow:0 8px 8px rgba(10,10,10,0.1), 0 0 0 1px rgba(10,10,10,0.1);display:block;opacity:0;pointer-events:none;top:calc(100% + (-4px));transform:translateY(-5px);transition-duration:86ms;transition-property:opacity, transform}html.theme--catppuccin-frappe .navbar-dropdown.is-right{left:auto;right:0}html.theme--catppuccin-frappe .navbar-divider{display:block}html.theme--catppuccin-frappe .navbar>.container .navbar-brand,html.theme--catppuccin-frappe .container>.navbar .navbar-brand{margin-left:-.75rem}html.theme--catppuccin-frappe .navbar>.container .navbar-menu,html.theme--catppuccin-frappe .container>.navbar 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body.has-spaced-navbar-fixed-bottom{padding-bottom:6rem}html.theme--catppuccin-frappe a.navbar-item.is-active,html.theme--catppuccin-frappe .navbar-link.is-active{color:#8caaee}html.theme--catppuccin-frappe a.navbar-item.is-active:not(:focus):not(:hover),html.theme--catppuccin-frappe .navbar-link.is-active:not(:focus):not(:hover){background-color:rgba(0,0,0,0)}html.theme--catppuccin-frappe .navbar-item.has-dropdown:focus .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown:hover .navbar-link,html.theme--catppuccin-frappe .navbar-item.has-dropdown.is-active .navbar-link{background-color:rgba(0,0,0,0)}}html.theme--catppuccin-frappe .hero.is-fullheight-with-navbar{min-height:calc(100vh - 4rem)}html.theme--catppuccin-frappe .pagination{font-size:1rem;margin:-.25rem}html.theme--catppuccin-frappe .pagination.is-small,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination{font-size:.75rem}html.theme--catppuccin-frappe .pagination.is-medium{font-size:1.25rem}html.theme--catppuccin-frappe .pagination.is-large{font-size:1.5rem}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-previous,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-previous,html.theme--catppuccin-frappe .pagination.is-rounded .pagination-next,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-next{padding-left:1em;padding-right:1em;border-radius:9999px}html.theme--catppuccin-frappe .pagination.is-rounded .pagination-link,html.theme--catppuccin-frappe #documenter .docs-sidebar form.docs-search>input.pagination .pagination-link{border-radius:9999px}html.theme--catppuccin-frappe .pagination,html.theme--catppuccin-frappe .pagination-list{align-items:center;display:flex;justify-content:center;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{font-size:1em;justify-content:center;margin:.25rem;padding-left:.5em;padding-right:.5em;text-align:center}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link{border-color:#626880;color:#8caaee;min-width:2.5em}html.theme--catppuccin-frappe .pagination-previous:hover,html.theme--catppuccin-frappe .pagination-next:hover,html.theme--catppuccin-frappe .pagination-link:hover{border-color:#737994;color:#99d1db}html.theme--catppuccin-frappe .pagination-previous:focus,html.theme--catppuccin-frappe .pagination-next:focus,html.theme--catppuccin-frappe .pagination-link:focus{border-color:#737994}html.theme--catppuccin-frappe .pagination-previous:active,html.theme--catppuccin-frappe .pagination-next:active,html.theme--catppuccin-frappe .pagination-link:active{box-shadow:inset 0 1px 2px 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768px){html.theme--catppuccin-frappe .pagination{flex-wrap:wrap}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next{flex-grow:1;flex-shrink:1}html.theme--catppuccin-frappe .pagination-list li{flex-grow:1;flex-shrink:1}}@media screen and (min-width: 769px),print{html.theme--catppuccin-frappe .pagination-list{flex-grow:1;flex-shrink:1;justify-content:flex-start;order:1}html.theme--catppuccin-frappe .pagination-previous,html.theme--catppuccin-frappe .pagination-next,html.theme--catppuccin-frappe .pagination-link,html.theme--catppuccin-frappe .pagination-ellipsis{margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination-previous{order:2}html.theme--catppuccin-frappe .pagination-next{order:3}html.theme--catppuccin-frappe .pagination{justify-content:space-between;margin-bottom:0;margin-top:0}html.theme--catppuccin-frappe .pagination.is-centered .pagination-previous{order:1}html.theme--catppuccin-frappe .pagination.is-centered 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.button.is-black.is-hovered{background-color:#040404;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus,html.theme--catppuccin-latte .button.is-black.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black:focus:not(:active),html.theme--catppuccin-latte .button.is-black.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(10,10,10,0.25)}html.theme--catppuccin-latte .button.is-black:active,html.theme--catppuccin-latte .button.is-black.is-active{background-color:#000;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-black[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black{background-color:#0a0a0a;border-color:#0a0a0a;box-shadow:none}html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-black.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-outlined.is-focused{background-color:#0a0a0a;border-color:#0a0a0a;color:#fff}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-black.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-outlined{background-color:transparent;border-color:#0a0a0a;box-shadow:none;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-focused{background-color:#fff;color:#0a0a0a}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #0a0a0a #0a0a0a !important}html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-black.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:hover,html.theme--catppuccin-latte .button.is-light.is-hovered{background-color:#eee;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus,html.theme--catppuccin-latte .button.is-light.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light:focus:not(:active),html.theme--catppuccin-latte .button.is-light.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(245,245,245,0.25)}html.theme--catppuccin-latte .button.is-light:active,html.theme--catppuccin-latte .button.is-light.is-active{background-color:#e8e8e8;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light{background-color:#f5f5f5;border-color:#f5f5f5;box-shadow:none}html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-outlined.is-focused{background-color:#f5f5f5;border-color:#f5f5f5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-light.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-light.is-outlined{background-color:transparent;border-color:#f5f5f5;box-shadow:none;color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f5f5f5}html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-light.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f5f5f5 #f5f5f5 !important}html.theme--catppuccin-latte 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kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-focused{background-color:#ccd0da;border-color:#ccd0da;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-latte .button.is-dark.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-outlined{background-color:transparent;border-color:#ccd0da;box-shadow:none;color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#ccd0da}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined.is-loading.is-focused::after,html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ccd0da #ccd0da !important}html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined[disabled],html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-dark.is-inverted.is-outlined,fieldset[disabled] html.theme--catppuccin-latte .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-latte .button.is-primary,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink{background-color:#1e66f5;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-primary:hover,html.theme--catppuccin-latte .docstring>section>a.button.docs-sourcelink:hover,html.theme--catppuccin-latte .button.is-primary.is-hovered,html.theme--catppuccin-latte .docstring>section>a.button.is-hovered.docs-sourcelink{background-color:#125ef4;border-color:transparent;color:#fff}html.theme--catppuccin-latte 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.button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-focused{background-color:#fff;color:#40a02b}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #40a02b #40a02b !important}html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-success.is-light{background-color:#f1fbef;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:hover,html.theme--catppuccin-latte .button.is-success.is-light.is-hovered{background-color:#e8f8e5;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-success.is-light:active,html.theme--catppuccin-latte .button.is-success.is-light.is-active{background-color:#e0f5db;border-color:transparent;color:#40a12b}html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:hover,html.theme--catppuccin-latte .button.is-warning.is-hovered{background-color:#d4871c;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus,html.theme--catppuccin-latte .button.is-warning.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning:focus:not(:active),html.theme--catppuccin-latte .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(223,142,29,0.25)}html.theme--catppuccin-latte .button.is-warning:active,html.theme--catppuccin-latte .button.is-warning.is-active{background-color:#c8801a;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning{background-color:#df8e1d;border-color:#df8e1d;box-shadow:none}html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-focused{background-color:#df8e1d;border-color:#df8e1d;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-outlined{background-color:transparent;border-color:#df8e1d;box-shadow:none;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-focused{background-color:#fff;color:#df8e1d}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #df8e1d #df8e1d !important}html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-warning.is-light{background-color:#fdf6ed;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:hover,html.theme--catppuccin-latte .button.is-warning.is-light.is-hovered{background-color:#fbf1e2;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-warning.is-light:active,html.theme--catppuccin-latte .button.is-warning.is-light.is-active{background-color:#faebd6;border-color:transparent;color:#9e6515}html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:hover,html.theme--catppuccin-latte .button.is-danger.is-hovered{background-color:#c60e36;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus,html.theme--catppuccin-latte .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger:focus:not(:active),html.theme--catppuccin-latte .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(210,15,57,0.25)}html.theme--catppuccin-latte .button.is-danger:active,html.theme--catppuccin-latte .button.is-danger.is-active{background-color:#ba0d33;border-color:transparent;color:#fff}html.theme--catppuccin-latte .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger{background-color:#d20f39;border-color:#d20f39;box-shadow:none}html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-latte .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-focused{background-color:#d20f39;border-color:#d20f39;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-latte .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-outlined{background-color:transparent;border-color:#d20f39;box-shadow:none;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#d20f39}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #d20f39 #d20f39 !important}html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-latte .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-latte .button.is-danger.is-light{background-color:#feecf0;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:hover,html.theme--catppuccin-latte .button.is-danger.is-light.is-hovered{background-color:#fde0e6;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-danger.is-light:active,html.theme--catppuccin-latte .button.is-danger.is-light.is-active{background-color:#fcd4dd;border-color:transparent;color:#e9113f}html.theme--catppuccin-latte .button.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-latte .button.is-small:not(.is-rounded),html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .button.is-normal{font-size:1rem}html.theme--catppuccin-latte .button.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .button.is-large{font-size:1.5rem}html.theme--catppuccin-latte .button[disabled],fieldset[disabled] html.theme--catppuccin-latte .button{background-color:#9ca0b0;border-color:#acb0be;box-shadow:none;opacity:.5}html.theme--catppuccin-latte .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-latte .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-latte .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-latte .button.is-static{background-color:#e6e9ef;border-color:#acb0be;color:#8c8fa1;box-shadow:none;pointer-events:none}html.theme--catppuccin-latte .button.is-rounded,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-latte .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-latte .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-latte .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-latte .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-latte .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-latte .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-latte .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-latte .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-latte .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-latte .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-latte .buttons.has-addons .button:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-latte .buttons.has-addons .button:focus,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused,html.theme--catppuccin-latte .buttons.has-addons .button:active,html.theme--catppuccin-latte .buttons.has-addons .button.is-active,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-latte .buttons.has-addons .button:focus:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-latte .buttons.has-addons .button:active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-latte .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-latte .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .buttons.is-centered{justify-content:center}html.theme--catppuccin-latte .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-latte .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-latte .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-latte .button.is-responsive.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-latte .button.is-responsive,html.theme--catppuccin-latte .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-latte .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-latte .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-latte .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-latte .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-latte .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-latte .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-latte .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-latte .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-latte .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-latte .content li+li{margin-top:0.25em}html.theme--catppuccin-latte .content p:not(:last-child),html.theme--catppuccin-latte .content dl:not(:last-child),html.theme--catppuccin-latte .content ol:not(:last-child),html.theme--catppuccin-latte .content ul:not(:last-child),html.theme--catppuccin-latte .content blockquote:not(:last-child),html.theme--catppuccin-latte .content pre:not(:last-child),html.theme--catppuccin-latte .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-latte .content h1,html.theme--catppuccin-latte .content h2,html.theme--catppuccin-latte .content h3,html.theme--catppuccin-latte .content h4,html.theme--catppuccin-latte .content h5,html.theme--catppuccin-latte .content h6{color:#4c4f69;font-weight:600;line-height:1.125}html.theme--catppuccin-latte .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-latte .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-latte .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-latte .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-latte .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-latte .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-latte .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-latte .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-latte .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-latte .content blockquote{background-color:#e6e9ef;border-left:5px solid #acb0be;padding:1.25em 1.5em}html.theme--catppuccin-latte .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-latte .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-latte .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-latte .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-latte .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-latte .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-latte .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-latte .content ul ul ul{list-style-type:square}html.theme--catppuccin-latte .content dd{margin-left:2em}html.theme--catppuccin-latte .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-latte .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-latte .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-latte .content figure img{display:inline-block}html.theme--catppuccin-latte .content figure figcaption{font-style:italic}html.theme--catppuccin-latte .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-latte .content sup,html.theme--catppuccin-latte .content sub{font-size:75%}html.theme--catppuccin-latte .content table{width:100%}html.theme--catppuccin-latte .content table 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#documenter .docs-sidebar form.docs-search>input.file{font-size:.75rem}html.theme--catppuccin-latte .file.is-normal{font-size:1rem}html.theme--catppuccin-latte .file.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .file.is-medium .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-large{font-size:1.5rem}html.theme--catppuccin-latte .file.is-large .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.has-name .file-cta{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .file.has-name .file-name{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .file.has-name.is-empty .file-cta{border-radius:.4em}html.theme--catppuccin-latte .file.has-name.is-empty .file-name{display:none}html.theme--catppuccin-latte .file.is-boxed .file-label{flex-direction:column}html.theme--catppuccin-latte .file.is-boxed .file-cta{flex-direction:column;height:auto;padding:1em 3em}html.theme--catppuccin-latte .file.is-boxed .file-name{border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-boxed .file-icon{height:1.5em;width:1.5em}html.theme--catppuccin-latte .file.is-boxed .file-icon .fa{font-size:21px}html.theme--catppuccin-latte .file.is-boxed.is-small .file-icon .fa,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.is-boxed .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .file.is-boxed.is-medium .file-icon .fa{font-size:28px}html.theme--catppuccin-latte .file.is-boxed.is-large .file-icon .fa{font-size:35px}html.theme--catppuccin-latte .file.is-boxed.has-name .file-cta{border-radius:.4em .4em 0 0}html.theme--catppuccin-latte .file.is-boxed.has-name .file-name{border-radius:0 0 .4em .4em;border-width:0 1px 1px}html.theme--catppuccin-latte .file.is-centered{justify-content:center}html.theme--catppuccin-latte .file.is-fullwidth .file-label{width:100%}html.theme--catppuccin-latte .file.is-fullwidth .file-name{flex-grow:1;max-width:none}html.theme--catppuccin-latte .file.is-right{justify-content:flex-end}html.theme--catppuccin-latte .file.is-right .file-cta{border-radius:0 .4em .4em 0}html.theme--catppuccin-latte .file.is-right .file-name{border-radius:.4em 0 0 .4em;border-width:1px 0 1px 1px;order:-1}html.theme--catppuccin-latte .file-label{align-items:stretch;display:flex;cursor:pointer;justify-content:flex-start;overflow:hidden;position:relative}html.theme--catppuccin-latte .file-label:hover .file-cta{background-color:#c5c9d5;color:#41445a}html.theme--catppuccin-latte .file-label:hover .file-name{border-color:#a5a9b8}html.theme--catppuccin-latte .file-label:active .file-cta{background-color:#bdc2cf;color:#41445a}html.theme--catppuccin-latte .file-label:active .file-name{border-color:#9ea2b3}html.theme--catppuccin-latte .file-input{height:100%;left:0;opacity:0;outline:none;position:absolute;top:0;width:100%}html.theme--catppuccin-latte .file-cta,html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-radius:.4em;font-size:1em;padding-left:1em;padding-right:1em;white-space:nowrap}html.theme--catppuccin-latte .file-cta{background-color:#ccd0da;color:#4c4f69}html.theme--catppuccin-latte .file-name{border-color:#acb0be;border-style:solid;border-width:1px 1px 1px 0;display:block;max-width:16em;overflow:hidden;text-align:inherit;text-overflow:ellipsis}html.theme--catppuccin-latte .file-icon{align-items:center;display:flex;height:1em;justify-content:center;margin-right:.5em;width:1em}html.theme--catppuccin-latte .file-icon .fa{font-size:14px}html.theme--catppuccin-latte .label{color:#41445a;display:block;font-size:1rem;font-weight:700}html.theme--catppuccin-latte .label:not(:last-child){margin-bottom:0.5em}html.theme--catppuccin-latte .label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.label{font-size:.75rem}html.theme--catppuccin-latte .label.is-medium{font-size:1.25rem}html.theme--catppuccin-latte .label.is-large{font-size:1.5rem}html.theme--catppuccin-latte .help{display:block;font-size:.75rem;margin-top:0.25rem}html.theme--catppuccin-latte .help.is-white{color:#fff}html.theme--catppuccin-latte .help.is-black{color:#0a0a0a}html.theme--catppuccin-latte .help.is-light{color:#f5f5f5}html.theme--catppuccin-latte .help.is-dark,html.theme--catppuccin-latte .content kbd.help{color:#ccd0da}html.theme--catppuccin-latte .help.is-primary,html.theme--catppuccin-latte .docstring>section>a.help.docs-sourcelink{color:#1e66f5}html.theme--catppuccin-latte .help.is-link{color:#1e66f5}html.theme--catppuccin-latte .help.is-info{color:#179299}html.theme--catppuccin-latte .help.is-success{color:#40a02b}html.theme--catppuccin-latte .help.is-warning{color:#df8e1d}html.theme--catppuccin-latte .help.is-danger{color:#d20f39}html.theme--catppuccin-latte .field:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.has-addons{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.has-addons .control:not(:last-child){margin-right:-1px}html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .button,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:not(:first-child):not(:last-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:not(:first-child):not(:last-child) .select select{border-radius:0}html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:first-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:first-child:not(:only-child) .select select{border-bottom-right-radius:0;border-top-right-radius:0}html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .button,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) #documenter .docs-sidebar form.docs-search>input,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control:last-child:not(:only-child) form.docs-search>input,html.theme--catppuccin-latte .field.has-addons .control:last-child:not(:only-child) .select select{border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-hovered:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-hovered:not([disabled]){z-index:2}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]),html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]){z-index:3}html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .button:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .button.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control #documenter .docs-sidebar form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte #documenter .docs-sidebar .field.has-addons .control form.docs-search>input.is-active:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):focus:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-focused:not([disabled]):hover,html.theme--catppuccin-latte .field.has-addons .control .select select:not([disabled]):active:hover,html.theme--catppuccin-latte .field.has-addons .control .select select.is-active:not([disabled]):hover{z-index:4}html.theme--catppuccin-latte .field.has-addons .control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.has-addons.has-addons-centered{justify-content:center}html.theme--catppuccin-latte .field.has-addons.has-addons-right{justify-content:flex-end}html.theme--catppuccin-latte .field.has-addons.has-addons-fullwidth .control{flex-grow:1;flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped{display:flex;justify-content:flex-start}html.theme--catppuccin-latte .field.is-grouped>.control{flex-shrink:0}html.theme--catppuccin-latte .field.is-grouped>.control:not(:last-child){margin-bottom:0;margin-right:.75rem}html.theme--catppuccin-latte .field.is-grouped>.control.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-latte .field.is-grouped.is-grouped-centered{justify-content:center}html.theme--catppuccin-latte .field.is-grouped.is-grouped-right{justify-content:flex-end}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline{flex-wrap:wrap}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:last-child,html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline>.control:not(:last-child){margin-bottom:0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:last-child{margin-bottom:-0.75rem}html.theme--catppuccin-latte .field.is-grouped.is-grouped-multiline:not(:last-child){margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field.is-horizontal{display:flex}}html.theme--catppuccin-latte .field-label .label{font-size:inherit}@media screen and (max-width: 768px){html.theme--catppuccin-latte .field-label{margin-bottom:0.5rem}}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-label{flex-basis:0;flex-grow:1;flex-shrink:0;margin-right:1.5rem;text-align:right}html.theme--catppuccin-latte .field-label.is-small,html.theme--catppuccin-latte #documenter .docs-sidebar form.docs-search>input.field-label{font-size:.75rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-normal{padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-medium{font-size:1.25rem;padding-top:0.375em}html.theme--catppuccin-latte .field-label.is-large{font-size:1.5rem;padding-top:0.375em}}html.theme--catppuccin-latte .field-body .field .field{margin-bottom:0}@media screen and (min-width: 769px),print{html.theme--catppuccin-latte .field-body{display:flex;flex-basis:0;flex-grow:5;flex-shrink:1}html.theme--catppuccin-latte .field-body .field{margin-bottom:0}html.theme--catppuccin-latte .field-body>.field{flex-shrink:1}html.theme--catppuccin-latte .field-body>.field:not(.is-narrow){flex-grow:1}html.theme--catppuccin-latte .field-body>.field:not(:last-child){margin-right:.75rem}}html.theme--catppuccin-latte .control{box-sizing:border-box;clear:both;font-size:1rem;position:relative;text-align:inherit}html.theme--catppuccin-latte .control.has-icons-left .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-left .select:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input:focus~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input:focus~.icon,html.theme--catppuccin-latte .control.has-icons-right .select:focus~.icon{color:#ccd0da}html.theme--catppuccin-latte .control.has-icons-left .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-small~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-small~.icon{font-size:.75rem}html.theme--catppuccin-latte .control.has-icons-left .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-left form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-left .select.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right #documenter .docs-sidebar form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte #documenter .docs-sidebar .control.has-icons-right form.docs-search>input.is-medium~.icon,html.theme--catppuccin-latte .control.has-icons-right .select.is-medium~.icon{font-size:1.25rem}html.theme--catppuccin-latte .control.has-icons-left 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kbd.button.is-outlined{background-color:transparent;border-color:#363a4f;box-shadow:none;color:#363a4f}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .content kbd.button.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-dark.is-inverted.is-outlined.is-focused,html.theme--catppuccin-macchiato .content 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.button.is-info.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-focused{background-color:#8bd5ca;border-color:#8bd5ca;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-outlined{background-color:transparent;border-color:#8bd5ca;box-shadow:none;color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#8bd5ca}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #8bd5ca #8bd5ca !important}html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-info.is-light{background-color:#f0faf8;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:hover,html.theme--catppuccin-macchiato .button.is-info.is-light.is-hovered{background-color:#e7f6f4;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-info.is-light:active,html.theme--catppuccin-macchiato .button.is-info.is-light.is-active{background-color:#ddf3f0;border-color:transparent;color:#276d62}html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:hover,html.theme--catppuccin-macchiato .button.is-success.is-hovered{background-color:#9ed78c;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus,html.theme--catppuccin-macchiato .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success:focus:not(:active),html.theme--catppuccin-macchiato .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,218,149,0.25)}html.theme--catppuccin-macchiato .button.is-success:active,html.theme--catppuccin-macchiato .button.is-success.is-active{background-color:#96d382;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success{background-color:#a6da95;border-color:#a6da95;box-shadow:none}html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-focused{background-color:#a6da95;border-color:#a6da95;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-outlined{background-color:transparent;border-color:#a6da95;box-shadow:none;color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6da95}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6da95 #a6da95 !important}html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-success.is-light{background-color:#f2faf0;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:hover,html.theme--catppuccin-macchiato .button.is-success.is-light.is-hovered{background-color:#eaf6e6;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-success.is-light:active,html.theme--catppuccin-macchiato .button.is-success.is-light.is-active{background-color:#e2f3dd;border-color:transparent;color:#386e26}html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:hover,html.theme--catppuccin-macchiato .button.is-warning.is-hovered{background-color:#eccf94;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus,html.theme--catppuccin-macchiato .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning:focus:not(:active),html.theme--catppuccin-macchiato .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(238,212,159,0.25)}html.theme--catppuccin-macchiato .button.is-warning:active,html.theme--catppuccin-macchiato .button.is-warning.is-active{background-color:#eaca89;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning{background-color:#eed49f;border-color:#eed49f;box-shadow:none}html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-focused{background-color:#eed49f;border-color:#eed49f;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-macchiato .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-outlined{background-color:transparent;border-color:#eed49f;box-shadow:none;color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#eed49f}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #eed49f #eed49f !important}html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-macchiato .button.is-warning.is-light{background-color:#fcf7ee;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:hover,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-hovered{background-color:#faf2e3;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-warning.is-light:active,html.theme--catppuccin-macchiato .button.is-warning.is-light.is-active{background-color:#f8eed8;border-color:transparent;color:#7e5c16}html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:hover,html.theme--catppuccin-macchiato .button.is-danger.is-hovered{background-color:#eb7c8c;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus,html.theme--catppuccin-macchiato .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger:focus:not(:active),html.theme--catppuccin-macchiato .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(237,135,150,0.25)}html.theme--catppuccin-macchiato .button.is-danger:active,html.theme--catppuccin-macchiato .button.is-danger.is-active{background-color:#ea7183;border-color:transparent;color:#fff}html.theme--catppuccin-macchiato .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger{background-color:#ed8796;border-color:#ed8796;box-shadow:none}html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-macchiato .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-focused{background-color:#ed8796;border-color:#ed8796;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-macchiato .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-outlined{background-color:transparent;border-color:#ed8796;box-shadow:none;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#ed8796}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #ed8796 #ed8796 !important}html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-macchiato .button.is-danger.is-light{background-color:#fcedef;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:hover,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-hovered{background-color:#fbe2e6;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-danger.is-light:active,html.theme--catppuccin-macchiato .button.is-danger.is-light.is-active{background-color:#f9d7dc;border-color:transparent;color:#971729}html.theme--catppuccin-macchiato .button.is-small,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-macchiato .button.is-small:not(.is-rounded),html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-macchiato .button.is-normal{font-size:1rem}html.theme--catppuccin-macchiato .button.is-medium{font-size:1.25rem}html.theme--catppuccin-macchiato .button.is-large{font-size:1.5rem}html.theme--catppuccin-macchiato .button[disabled],fieldset[disabled] html.theme--catppuccin-macchiato .button{background-color:#6e738d;border-color:#5b6078;box-shadow:none;opacity:.5}html.theme--catppuccin-macchiato .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-macchiato .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-macchiato .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-macchiato .button.is-static{background-color:#1e2030;border-color:#5b6078;color:#8087a2;box-shadow:none;pointer-events:none}html.theme--catppuccin-macchiato .button.is-rounded,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-macchiato .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-macchiato .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-macchiato .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-macchiato .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-macchiato .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-macchiato .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-macchiato .buttons.are-small 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.container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-macchiato .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-macchiato .content li+li{margin-top:0.25em}html.theme--catppuccin-macchiato .content p:not(:last-child),html.theme--catppuccin-macchiato .content dl:not(:last-child),html.theme--catppuccin-macchiato .content ol:not(:last-child),html.theme--catppuccin-macchiato .content ul:not(:last-child),html.theme--catppuccin-macchiato .content blockquote:not(:last-child),html.theme--catppuccin-macchiato .content pre:not(:last-child),html.theme--catppuccin-macchiato .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-macchiato .content h1,html.theme--catppuccin-macchiato .content h2,html.theme--catppuccin-macchiato .content h3,html.theme--catppuccin-macchiato .content h4,html.theme--catppuccin-macchiato .content h5,html.theme--catppuccin-macchiato .content 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ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-macchiato .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-macchiato .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-macchiato .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-macchiato .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-macchiato .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-macchiato .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-macchiato .content ul ul ul{list-style-type:square}html.theme--catppuccin-macchiato .content dd{margin-left:2em}html.theme--catppuccin-macchiato .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-macchiato 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form.docs-search>input.is-active{box-shadow:0 0 0 0.125em rgba(255,255,255,0.25)}html.theme--catppuccin-macchiato .is-black.textarea,html.theme--catppuccin-macchiato .is-black.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black{border-color:#0a0a0a}html.theme--catppuccin-macchiato .is-black.textarea:focus,html.theme--catppuccin-macchiato .is-black.input:focus,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:focus,html.theme--catppuccin-macchiato .is-black.is-focused.textarea,html.theme--catppuccin-macchiato .is-black.is-focused.input,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-focused,html.theme--catppuccin-macchiato .is-black.textarea:active,html.theme--catppuccin-macchiato .is-black.input:active,html.theme--catppuccin-macchiato #documenter .docs-sidebar form.docs-search>input.is-black:active,html.theme--catppuccin-macchiato 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html.theme--catppuccin-mocha .button.is-link.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-link.is-light{background-color:#ebf3fe;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:hover,html.theme--catppuccin-mocha .button.is-link.is-light.is-hovered{background-color:#dfebfe;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-link.is-light:active,html.theme--catppuccin-mocha .button.is-link.is-light.is-active{background-color:#d3e3fd;border-color:transparent;color:#063c93}html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:hover,html.theme--catppuccin-mocha .button.is-info.is-hovered{background-color:#8adfd1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus,html.theme--catppuccin-mocha .button.is-info.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info:focus:not(:active),html.theme--catppuccin-mocha .button.is-info.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(148,226,213,0.25)}html.theme--catppuccin-mocha .button.is-info:active,html.theme--catppuccin-mocha .button.is-info.is-active{background-color:#80ddcd;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info{background-color:#94e2d5;border-color:#94e2d5;box-shadow:none}html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-focused{background-color:#94e2d5;border-color:#94e2d5;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-info.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-outlined{background-color:transparent;border-color:#94e2d5;box-shadow:none;color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#94e2d5}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #94e2d5 #94e2d5 !important}html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-info.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-info.is-light{background-color:#effbf9;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:hover,html.theme--catppuccin-mocha .button.is-info.is-light.is-hovered{background-color:#e5f8f5;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-info.is-light:active,html.theme--catppuccin-mocha .button.is-info.is-light.is-active{background-color:#dbf5f1;border-color:transparent;color:#207466}html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:hover,html.theme--catppuccin-mocha .button.is-success.is-hovered{background-color:#9de097;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus,html.theme--catppuccin-mocha .button.is-success.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success:focus:not(:active),html.theme--catppuccin-mocha .button.is-success.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(166,227,161,0.25)}html.theme--catppuccin-mocha .button.is-success:active,html.theme--catppuccin-mocha .button.is-success.is-active{background-color:#93dd8d;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success{background-color:#a6e3a1;border-color:#a6e3a1;box-shadow:none}html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-focused{background-color:#a6e3a1;border-color:#a6e3a1;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-success.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-outlined{background-color:transparent;border-color:#a6e3a1;box-shadow:none;color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#a6e3a1}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #a6e3a1 #a6e3a1 !important}html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-success.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-success.is-light{background-color:#f0faef;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:hover,html.theme--catppuccin-mocha .button.is-success.is-light.is-hovered{background-color:#e7f7e5;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-success.is-light:active,html.theme--catppuccin-mocha .button.is-success.is-light.is-active{background-color:#def4dc;border-color:transparent;color:#287222}html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:hover,html.theme--catppuccin-mocha .button.is-warning.is-hovered{background-color:#f8dea3;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus,html.theme--catppuccin-mocha .button.is-warning.is-focused{border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning:focus:not(:active),html.theme--catppuccin-mocha .button.is-warning.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(249,226,175,0.25)}html.theme--catppuccin-mocha .button.is-warning:active,html.theme--catppuccin-mocha .button.is-warning.is-active{background-color:#f7d997;border-color:transparent;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning{background-color:#f9e2af;border-color:#f9e2af;box-shadow:none}html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-hovered{background-color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted{background-color:rgba(0,0,0,0.7);border-color:transparent;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-loading::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-focused{background-color:#f9e2af;border-color:#f9e2af;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-outlined.is-loading.is-focused::after{border-color:transparent transparent rgba(0,0,0,0.7) rgba(0,0,0,0.7) !important}html.theme--catppuccin-mocha .button.is-warning.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-outlined{background-color:transparent;border-color:#f9e2af;box-shadow:none;color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-focused{background-color:rgba(0,0,0,0.7);color:#f9e2af}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f9e2af #f9e2af !important}html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-warning.is-inverted.is-outlined{background-color:transparent;border-color:rgba(0,0,0,0.7);box-shadow:none;color:rgba(0,0,0,0.7)}html.theme--catppuccin-mocha .button.is-warning.is-light{background-color:#fef8ec;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:hover,html.theme--catppuccin-mocha .button.is-warning.is-light.is-hovered{background-color:#fdf4e0;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-warning.is-light:active,html.theme--catppuccin-mocha .button.is-warning.is-light.is-active{background-color:#fcf0d4;border-color:transparent;color:#8a620a}html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:hover,html.theme--catppuccin-mocha .button.is-danger.is-hovered{background-color:#f27f9f;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus,html.theme--catppuccin-mocha .button.is-danger.is-focused{border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger:focus:not(:active),html.theme--catppuccin-mocha .button.is-danger.is-focused:not(:active){box-shadow:0 0 0 0.125em rgba(243,139,168,0.25)}html.theme--catppuccin-mocha .button.is-danger:active,html.theme--catppuccin-mocha .button.is-danger.is-active{background-color:#f17497;border-color:transparent;color:#fff}html.theme--catppuccin-mocha .button.is-danger[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger{background-color:#f38ba8;border-color:#f38ba8;box-shadow:none}html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-hovered{background-color:#f2f2f2}html.theme--catppuccin-mocha .button.is-danger.is-inverted[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted{background-color:#fff;border-color:transparent;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-loading::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-focused{background-color:#f38ba8;border-color:#f38ba8;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #fff #fff !important}html.theme--catppuccin-mocha .button.is-danger.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-outlined{background-color:transparent;border-color:#f38ba8;box-shadow:none;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:hover,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-hovered,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined:focus,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-focused{background-color:#fff;color:#f38ba8}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:hover::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-hovered::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading:focus::after,html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined.is-loading.is-focused::after{border-color:transparent transparent #f38ba8 #f38ba8 !important}html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--catppuccin-mocha .button.is-danger.is-light{background-color:#fdedf1;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:hover,html.theme--catppuccin-mocha .button.is-danger.is-light.is-hovered{background-color:#fce1e8;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-danger.is-light:active,html.theme--catppuccin-mocha .button.is-danger.is-light.is-active{background-color:#fbd5e0;border-color:transparent;color:#991036}html.theme--catppuccin-mocha .button.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--catppuccin-mocha .button.is-small:not(.is-rounded),html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .button.is-normal{font-size:1rem}html.theme--catppuccin-mocha .button.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .button.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .button[disabled],fieldset[disabled] html.theme--catppuccin-mocha .button{background-color:#6c7086;border-color:#585b70;box-shadow:none;opacity:.5}html.theme--catppuccin-mocha .button.is-fullwidth{display:flex;width:100%}html.theme--catppuccin-mocha .button.is-loading{color:transparent !important;pointer-events:none}html.theme--catppuccin-mocha .button.is-loading::after{position:absolute;left:calc(50% - (1em * 0.5));top:calc(50% - (1em * 0.5));position:absolute !important}html.theme--catppuccin-mocha .button.is-static{background-color:#181825;border-color:#585b70;color:#7f849c;box-shadow:none;pointer-events:none}html.theme--catppuccin-mocha .button.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.button{border-radius:9999px;padding-left:calc(1em + 0.25em);padding-right:calc(1em + 0.25em)}html.theme--catppuccin-mocha .buttons{align-items:center;display:flex;flex-wrap:wrap;justify-content:flex-start}html.theme--catppuccin-mocha .buttons .button{margin-bottom:0.5rem}html.theme--catppuccin-mocha .buttons .button:not(:last-child):not(.is-fullwidth){margin-right:.5rem}html.theme--catppuccin-mocha .buttons:last-child{margin-bottom:-0.5rem}html.theme--catppuccin-mocha .buttons:not(:last-child){margin-bottom:1rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large){font-size:.75rem}html.theme--catppuccin-mocha .buttons.are-small .button:not(.is-normal):not(.is-medium):not(.is-large):not(.is-rounded){border-radius:3px}html.theme--catppuccin-mocha .buttons.are-medium .button:not(.is-small):not(.is-normal):not(.is-large){font-size:1.25rem}html.theme--catppuccin-mocha .buttons.are-large .button:not(.is-small):not(.is-normal):not(.is-medium){font-size:1.5rem}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:first-child){border-bottom-left-radius:0;border-top-left-radius:0}html.theme--catppuccin-mocha .buttons.has-addons .button:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;margin-right:-1px}html.theme--catppuccin-mocha .buttons.has-addons .button:last-child{margin-right:0}html.theme--catppuccin-mocha .buttons.has-addons .button:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-hovered{z-index:2}html.theme--catppuccin-mocha .buttons.has-addons .button:focus,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused,html.theme--catppuccin-mocha .buttons.has-addons .button:active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected{z-index:3}html.theme--catppuccin-mocha .buttons.has-addons .button:focus:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-focused:hover,html.theme--catppuccin-mocha .buttons.has-addons .button:active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-active:hover,html.theme--catppuccin-mocha .buttons.has-addons .button.is-selected:hover{z-index:4}html.theme--catppuccin-mocha .buttons.has-addons .button.is-expanded{flex-grow:1;flex-shrink:1}html.theme--catppuccin-mocha .buttons.is-centered{justify-content:center}html.theme--catppuccin-mocha .buttons.is-centered:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}html.theme--catppuccin-mocha .buttons.is-right{justify-content:flex-end}html.theme--catppuccin-mocha .buttons.is-right:not(.has-addons) .button:not(.is-fullwidth){margin-left:0.25rem;margin-right:0.25rem}@media screen and (max-width: 768px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.5625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--catppuccin-mocha .button.is-responsive.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--catppuccin-mocha .button.is-responsive,html.theme--catppuccin-mocha .button.is-responsive.is-normal{font-size:.75rem}html.theme--catppuccin-mocha .button.is-responsive.is-medium{font-size:1rem}html.theme--catppuccin-mocha .button.is-responsive.is-large{font-size:1.25rem}}html.theme--catppuccin-mocha .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--catppuccin-mocha .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--catppuccin-mocha .container{max-width:992px}}@media screen and (max-width: 1215px){html.theme--catppuccin-mocha .container.is-widescreen:not(.is-max-desktop){max-width:1152px}}@media screen and (max-width: 1407px){html.theme--catppuccin-mocha .container.is-fullhd:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}@media screen and (min-width: 1216px){html.theme--catppuccin-mocha .container:not(.is-max-desktop){max-width:1152px}}@media screen and (min-width: 1408px){html.theme--catppuccin-mocha .container:not(.is-max-desktop):not(.is-max-widescreen){max-width:1344px}}html.theme--catppuccin-mocha .content li+li{margin-top:0.25em}html.theme--catppuccin-mocha .content p:not(:last-child),html.theme--catppuccin-mocha .content dl:not(:last-child),html.theme--catppuccin-mocha .content ol:not(:last-child),html.theme--catppuccin-mocha .content ul:not(:last-child),html.theme--catppuccin-mocha .content blockquote:not(:last-child),html.theme--catppuccin-mocha .content pre:not(:last-child),html.theme--catppuccin-mocha .content table:not(:last-child){margin-bottom:1em}html.theme--catppuccin-mocha .content h1,html.theme--catppuccin-mocha .content h2,html.theme--catppuccin-mocha .content h3,html.theme--catppuccin-mocha .content h4,html.theme--catppuccin-mocha .content h5,html.theme--catppuccin-mocha .content h6{color:#cdd6f4;font-weight:600;line-height:1.125}html.theme--catppuccin-mocha .content h1{font-size:2em;margin-bottom:0.5em}html.theme--catppuccin-mocha .content h1:not(:first-child){margin-top:1em}html.theme--catppuccin-mocha .content h2{font-size:1.75em;margin-bottom:0.5714em}html.theme--catppuccin-mocha .content h2:not(:first-child){margin-top:1.1428em}html.theme--catppuccin-mocha .content h3{font-size:1.5em;margin-bottom:0.6666em}html.theme--catppuccin-mocha .content h3:not(:first-child){margin-top:1.3333em}html.theme--catppuccin-mocha .content h4{font-size:1.25em;margin-bottom:0.8em}html.theme--catppuccin-mocha .content h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--catppuccin-mocha .content h6{font-size:1em;margin-bottom:1em}html.theme--catppuccin-mocha .content blockquote{background-color:#181825;border-left:5px solid #585b70;padding:1.25em 1.5em}html.theme--catppuccin-mocha .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ol:not([type]){list-style-type:decimal}html.theme--catppuccin-mocha .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--catppuccin-mocha .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--catppuccin-mocha .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--catppuccin-mocha .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--catppuccin-mocha .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--catppuccin-mocha .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--catppuccin-mocha .content ul ul ul{list-style-type:square}html.theme--catppuccin-mocha .content dd{margin-left:2em}html.theme--catppuccin-mocha .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--catppuccin-mocha .content figure:not(:first-child){margin-top:2em}html.theme--catppuccin-mocha .content figure:not(:last-child){margin-bottom:2em}html.theme--catppuccin-mocha .content figure img{display:inline-block}html.theme--catppuccin-mocha .content figure figcaption{font-style:italic}html.theme--catppuccin-mocha .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--catppuccin-mocha .content sup,html.theme--catppuccin-mocha .content sub{font-size:75%}html.theme--catppuccin-mocha .content table{width:100%}html.theme--catppuccin-mocha .content table td,html.theme--catppuccin-mocha .content table th{border:1px solid #585b70;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--catppuccin-mocha .content table th{color:#b8c5ef}html.theme--catppuccin-mocha .content table th:not([align]){text-align:inherit}html.theme--catppuccin-mocha .content table thead td,html.theme--catppuccin-mocha .content table thead th{border-width:0 0 2px;color:#b8c5ef}html.theme--catppuccin-mocha .content table tfoot td,html.theme--catppuccin-mocha .content table tfoot th{border-width:2px 0 0;color:#b8c5ef}html.theme--catppuccin-mocha .content table tbody tr:last-child td,html.theme--catppuccin-mocha .content table tbody tr:last-child th{border-bottom-width:0}html.theme--catppuccin-mocha .content .tabs li+li{margin-top:0}html.theme--catppuccin-mocha .content.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--catppuccin-mocha .content.is-normal{font-size:1rem}html.theme--catppuccin-mocha .content.is-medium{font-size:1.25rem}html.theme--catppuccin-mocha .content.is-large{font-size:1.5rem}html.theme--catppuccin-mocha .icon{align-items:center;display:inline-flex;justify-content:center;height:1.5rem;width:1.5rem}html.theme--catppuccin-mocha .icon.is-small,html.theme--catppuccin-mocha #documenter .docs-sidebar form.docs-search>input.icon{height:1rem;width:1rem}html.theme--catppuccin-mocha .icon.is-medium{height:2rem;width:2rem}html.theme--catppuccin-mocha .icon.is-large{height:3rem;width:3rem}html.theme--catppuccin-mocha .icon-text{align-items:flex-start;color:inherit;display:inline-flex;flex-wrap:wrap;line-height:1.5rem;vertical-align:top}html.theme--catppuccin-mocha .icon-text .icon{flex-grow:0;flex-shrink:0}html.theme--catppuccin-mocha .icon-text .icon:not(:last-child){margin-right:.25em}html.theme--catppuccin-mocha .icon-text .icon:not(:first-child){margin-left:.25em}html.theme--catppuccin-mocha div.icon-text{display:flex}html.theme--catppuccin-mocha .image,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img{display:block;position:relative}html.theme--catppuccin-mocha .image img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img{display:block;height:auto;width:100%}html.theme--catppuccin-mocha .image img.is-rounded,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img img.is-rounded{border-radius:9999px}html.theme--catppuccin-mocha .image.is-fullwidth,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-fullwidth{width:100%}html.theme--catppuccin-mocha .image.is-square img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square img,html.theme--catppuccin-mocha .image.is-square .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square .has-ratio,html.theme--catppuccin-mocha .image.is-1by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar 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.has-ratio,html.theme--catppuccin-mocha .image.is-5by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 img,html.theme--catppuccin-mocha .image.is-5by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3 .has-ratio,html.theme--catppuccin-mocha .image.is-16by9 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 img,html.theme--catppuccin-mocha .image.is-16by9 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9 .has-ratio,html.theme--catppuccin-mocha .image.is-2by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 img,html.theme--catppuccin-mocha .image.is-2by1 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1 .has-ratio,html.theme--catppuccin-mocha .image.is-3by1 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1 img,html.theme--catppuccin-mocha 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img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 img,html.theme--catppuccin-mocha .image.is-3by5 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5 .has-ratio,html.theme--catppuccin-mocha .image.is-9by16 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 img,html.theme--catppuccin-mocha .image.is-9by16 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-9by16 .has-ratio,html.theme--catppuccin-mocha .image.is-1by2 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 img,html.theme--catppuccin-mocha .image.is-1by2 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by2 .has-ratio,html.theme--catppuccin-mocha .image.is-1by3 img,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 img,html.theme--catppuccin-mocha .image.is-1by3 .has-ratio,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by3 .has-ratio{height:100%;width:100%}html.theme--catppuccin-mocha .image.is-square,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-square,html.theme--catppuccin-mocha .image.is-1by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-1by1{padding-top:100%}html.theme--catppuccin-mocha .image.is-5by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by4{padding-top:80%}html.theme--catppuccin-mocha .image.is-4by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by3{padding-top:75%}html.theme--catppuccin-mocha .image.is-3by2,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by2{padding-top:66.6666%}html.theme--catppuccin-mocha .image.is-5by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-5by3{padding-top:60%}html.theme--catppuccin-mocha .image.is-16by9,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-16by9{padding-top:56.25%}html.theme--catppuccin-mocha .image.is-2by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by1{padding-top:50%}html.theme--catppuccin-mocha .image.is-3by1,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by1{padding-top:33.3333%}html.theme--catppuccin-mocha .image.is-4by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-4by5{padding-top:125%}html.theme--catppuccin-mocha .image.is-3by4,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by4{padding-top:133.3333%}html.theme--catppuccin-mocha .image.is-2by3,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-2by3{padding-top:150%}html.theme--catppuccin-mocha .image.is-3by5,html.theme--catppuccin-mocha #documenter .docs-sidebar .docs-logo>img.is-3by5{padding-top:166.6666%}html.theme--catppuccin-mocha .image.is-9by16,html.theme--catppuccin-mocha #documenter 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html.theme--documenter-dark .button.is-danger.is-inverted.is-outlined{background-color:transparent;border-color:#fff;box-shadow:none;color:#fff}html.theme--documenter-dark .button.is-danger.is-light{background-color:#fbefef;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:hover,html.theme--documenter-dark .button.is-danger.is-light.is-hovered{background-color:#f8e6e5;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-danger.is-light:active,html.theme--documenter-dark .button.is-danger.is-light.is-active{background-color:#f6dcda;border-color:transparent;color:#c03930}html.theme--documenter-dark .button.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button{font-size:.75rem}html.theme--documenter-dark .button.is-small:not(.is-rounded),html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.button:not(.is-rounded){border-radius:3px}html.theme--documenter-dark 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.button.is-responsive.is-normal{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1rem}}@media screen and (min-width: 769px) and (max-width: 1055px){html.theme--documenter-dark .button.is-responsive.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.is-responsive{font-size:.65625rem}html.theme--documenter-dark .button.is-responsive,html.theme--documenter-dark .button.is-responsive.is-normal{font-size:.75rem}html.theme--documenter-dark .button.is-responsive.is-medium{font-size:1rem}html.theme--documenter-dark .button.is-responsive.is-large{font-size:1.25rem}}html.theme--documenter-dark .container{flex-grow:1;margin:0 auto;position:relative;width:auto}html.theme--documenter-dark .container.is-fluid{max-width:none !important;padding-left:32px;padding-right:32px;width:100%}@media screen and (min-width: 1056px){html.theme--documenter-dark 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h5{font-size:1.125em;margin-bottom:0.8888em}html.theme--documenter-dark .content h6{font-size:1em;margin-bottom:1em}html.theme--documenter-dark .content blockquote{background-color:#282f2f;border-left:5px solid #5e6d6f;padding:1.25em 1.5em}html.theme--documenter-dark .content ol{list-style-position:outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ol:not([type]){list-style-type:decimal}html.theme--documenter-dark .content ol.is-lower-alpha:not([type]){list-style-type:lower-alpha}html.theme--documenter-dark .content ol.is-lower-roman:not([type]){list-style-type:lower-roman}html.theme--documenter-dark .content ol.is-upper-alpha:not([type]){list-style-type:upper-alpha}html.theme--documenter-dark .content ol.is-upper-roman:not([type]){list-style-type:upper-roman}html.theme--documenter-dark .content ul{list-style:disc outside;margin-left:2em;margin-top:1em}html.theme--documenter-dark .content ul ul{list-style-type:circle;margin-top:0.5em}html.theme--documenter-dark .content ul ul ul{list-style-type:square}html.theme--documenter-dark .content dd{margin-left:2em}html.theme--documenter-dark .content figure{margin-left:2em;margin-right:2em;text-align:center}html.theme--documenter-dark .content figure:not(:first-child){margin-top:2em}html.theme--documenter-dark .content figure:not(:last-child){margin-bottom:2em}html.theme--documenter-dark .content figure img{display:inline-block}html.theme--documenter-dark .content figure figcaption{font-style:italic}html.theme--documenter-dark .content pre{-webkit-overflow-scrolling:touch;overflow-x:auto;padding:0;white-space:pre;word-wrap:normal}html.theme--documenter-dark .content sup,html.theme--documenter-dark .content sub{font-size:75%}html.theme--documenter-dark .content table{width:100%}html.theme--documenter-dark .content table td,html.theme--documenter-dark .content table th{border:1px solid #5e6d6f;border-width:0 0 1px;padding:0.5em 0.75em;vertical-align:top}html.theme--documenter-dark .content table th{color:#f2f2f2}html.theme--documenter-dark .content table th:not([align]){text-align:inherit}html.theme--documenter-dark .content table thead td,html.theme--documenter-dark .content table thead th{border-width:0 0 2px;color:#f2f2f2}html.theme--documenter-dark .content table tfoot td,html.theme--documenter-dark .content table tfoot th{border-width:2px 0 0;color:#f2f2f2}html.theme--documenter-dark .content table tbody tr:last-child td,html.theme--documenter-dark .content table tbody tr:last-child th{border-bottom-width:0}html.theme--documenter-dark .content .tabs li+li{margin-top:0}html.theme--documenter-dark .content.is-small,html.theme--documenter-dark #documenter .docs-sidebar form.docs-search>input.content{font-size:.75rem}html.theme--documenter-dark .content.is-normal{font-size:1rem}html.theme--documenter-dark .content.is-medium{font-size:1.25rem}html.theme--documenter-dark .content.is-large{font-size:1.5rem}html.theme--documenter-dark 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Click here to go to the documentation for the latest stable release.'; - div.appendChild(closer); - document.body.appendChild(div); -} - -if (document.readyState === "loading") { - document.addEventListener("DOMContentLoaded", maybeAddWarning); -} else { - maybeAddWarning(); -} diff --git a/doc/build/index.html b/doc/build/index.html deleted file mode 100644 index 94431cb..0000000 --- a/doc/build/index.html +++ /dev/null @@ -1,3 +0,0 @@ - -Home · HydroModels.jl
GitHub

HydroModels.jl

Overview

HydroModels.jl is a modern hydrological modeling framework that extends and enhances SUPERFLEX's design philosophy. Built on Julia language and the SciML (Scientific Machine Learning) ecosystem, it combines flexible model construction with computational efficiency, particularly supporting deep learning integration in hydrological modeling.

Key Features

  • Flexible Model Construction: Supports development of lumped, semi-distributed, and distributed hydrological models
  • Deep Learning Integration: Enables neural network integration for enhanced flux calculations and dynamic parameter estimation
  • Computational Efficiency: Leverages Julia's high-performance capabilities and the SciML ecosystem
  • Gradient-Based Optimization: Supports advanced parameter optimization techniques
  • Comprehensive Framework: Provides tools for both traditional hydrological modeling and modern machine learning approaches

Framework Capabilities

HydroModels.jl offers:

  • Easy implementation and customization of hydrological models
  • Integration with Julia's scientific computing ecosystem
  • Support for various modeling approaches:
    • Traditional conceptual models
    • Neural network enhanced models
    • Distributed hydrological systems

Case Studies

The framework has been validated through various applications, including:

  1. M50 Model Implementation
  2. GR4J-based Distributed Hydrological Model

Getting Started

Check out our tutorials to start using HydroModels.jl:

Installation

using Pkg
-Pkg.add("HydroModels")

Contributing

HydroModels.jl is an open-source project available on Github. We welcome contributions from the community to help advance deep learning applications in hydrology.

Documentation

For detailed information about using HydroModels.jl, please refer to our comprehensive documentation and tutorials in this site.

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GitHub

HydroModels Bucket Model Implementation Example

Overview

This document demonstrates the implementation and usage of a hydrological bucket model using the HydroModels framework. The code showcases both single-node and multi-node simulations using the ExpHydro model structure.

Dependencies

using CSV
-using DataFrames
-using ComponentArrays
-using BenchmarkTools
-using HydroModels
-using ModelingToolkit

Model Configuration

Parameter Setup

The model uses the following parameters for the hydrological simulation:

  • f: 0.01674478 (Infiltration parameter)
  • Smax: 1709.461015 (Maximum soil water storage)
  • Qmax: 18.46996175 (Maximum discharge)
  • Df: 2.674548848 (Degree-day factor)
  • Tmax: 0.175739196 (Maximum temperature threshold)
  • Tmin: -2.092959084 (Minimum temperature threshold)

Initial States

Initial conditions for the model:

  • snowpack: 0.0
  • soilwater: 1303.004248

Data Input

The model uses time series data from a CSV file located at "data/exphydro/01013500.csv" containing:

  • Day length (dayl)
  • Mean temperature (tmean)
  • Precipitation (prcp)

Implementation Examples

1. Single Node Simulation

# Setup input data
-input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"])
-solver = HydroModels.ManualSolver{true}()
-config = (solver=solver,)
-
-# Convert input to required format
-input_arr = Matrix(reduce(hcat, collect(input[ele.meta.inputs]))')
-
-# Run simulation
-results = ele(input_arr, pas, config=config, convert_to_ntp=true)

2. Multi-Node Simulation

# Setup for multiple nodes
-node_num = 10
-node_names = [Symbol(:node, i) for i in 1:node_num]
-
-# Create parameter and state vectors for all nodes
-node_params = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([params], length(node_names))))
-node_initstates = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([init_states], length(node_names))))
-node_pas = ComponentVector(params=node_params, initstates=node_initstates)
-
-# Prepare input data for multiple nodes
-input_arr = reduce(hcat, collect(input[HydroModels.get_input_names(ele)]))
-node_input = reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([input_arr], length(node_names)))
-node_input = permutedims(node_input, (2, 3, 1))
-
-# Run simulation with multiple nodes
-run_kwgs = (ptypes=node_names, timeidx=ts)
-result = ele(node_input, node_pas, kwargs=run_kwgs)

Model Structure

The model uses a bucket structure defined in exphydro.jl with two main components:

  1. Surface water component (bucket_1):

    • Handles precipitation partitioning (rainfall/snowfall)
    • Computes potential evapotranspiration
    • Manages snowmelt processes

  2. Soil water component:

    • Manages soil water storage
    • Computes actual evaporation
    • Generates baseflow and surface flow

Usage Notes

  1. The code demonstrates flexibility in handling both single-node and multi-node simulations
  2. Input data should be properly formatted with required columns (dayl, tmean, prcp)
  3. Parameters and initial states can be adjusted based on specific catchment characteristics
  4. The model uses a manual solver for time-stepping

Time Series Processing

The example processes 10,000 time steps (ts = collect(1:10000)) and can be adjusted based on data availability and simulation requirements.

diff --git a/doc/build/tutorials/run_a_exphydro_model.html b/doc/build/tutorials/run_a_exphydro_model.html deleted file mode 100644 index b5debec..0000000 --- a/doc/build/tutorials/run_a_exphydro_model.html +++ /dev/null @@ -1,30 +0,0 @@ - -Run ExpHydro Model · HydroModels.jl
GitHub

Run A ExpHydro Model

Overview

本文档将介绍如何使用已构建的exphdyro模型用于集总式(Single HRU)的计算和分布式(Multiple HURs)的计算

Dependencies

First, lets import the required packages.

using CSV
-using DataFrames
-using ComponentArrays
-using BenchmarkTools
-using NamedTupleTools
-using Plots

Model Setup

接着需要对模型的参数和初始状态进行设置

Parameter Configuration

Exphydro模型包含以下6个参数,我们需要使用ComponentVector来定义这些参数

ParameterValueDescription
f0.01674478Infiltration parameter
Smax1709.461015Maximum soil water storage
Qmax18.46996175Maximum discharge
Df2.674548848Degree-day factor
Tmax0.175739196Maximum temperature threshold
Tmin-2.092959084Minimum temperature threshold
params = ComponentVector(f=0.01674478, Smax=1709.461015, Qmax=18.46996175,
- Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084)

Initial States

然后就是定义模型的初始状态,针对exphydro模型的两个计算模块分别设置其对应的状态变量snowpack和soilwater初始值

inistates = ComponentVector(snowpack=0.0, soilwater=1303.004248)

Data Preparation

The test uses hydrometeorological data from "data/exphydro/01013500.csv":

file_path = "data/exphydro/01013500.csv"
-data = CSV.File(file_path)
-df = DataFrame(data)
-ts = collect(1:10000)  # Time series length

Input variables include:

  • Day length (dayl)
  • Mean temperature (tmean)
  • Precipitation (prcp)

Model Testing

Single Node Testing

# Configure solver
-solver = HydroModels.ManualSolver()
-
-# Run model with performance benchmarking
-result = model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true)
-
-# Visualize results
-plot(result.flow)
-plot!(df[ts, "flow(mm)"])

Performance Benchmarking For Single Node (by using BenchmarkTools.jl)

@btime model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true);

Multi-Node Testing (Optional)

The code includes commented sections for multi-node testing:

# Setup multiple nodes
-node_num = 10
-inputs = repeat([input], node_num)
-ptypes = [Symbol(:node, i) for i in 1:node_num]
-
-# Configure parameters and states for multiple nodes
-params_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([params], node_num)))
-init_states_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([init_states], node_num)))
-pas_multi = ComponentVector(params=params_multi, initstates=init_states_multi)
-
-# Run multi-node simulation
-results = model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true)

Performance Benchmarking For Multi-Node (by using BenchmarkTools.jl)

@btime model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true);
diff --git a/doc/demo/dPL_hbv_demo.jl b/doc/demo/dPL_hbv_demo.jl deleted file mode 100644 index 75fde30..0000000 --- a/doc/demo/dPL_hbv_demo.jl +++ /dev/null @@ -1,126 +0,0 @@ -using CSV -using Lux -using LuxCore -using Random -using DataFrames -using Symbolics -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using BenchmarkTools -using StableRNGs -using Optimization -using OptimizationBBO -using HydroErrors -include("../../src/HydroModels.jl") - -# load data -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -ts = collect(1:10000) -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -dayl_vec = df[ts, "dayl(day)"] -qobs_vec = df[ts, "flow(mm)"] - -#! parameters in the HBV-light model -@parameters TT CFMAX CFR CWH FC beta LP PERC k0 k1 k2 UZL - -#! hydrological flux in the dpl-hbv model -@variables prcp temp lday pet rainfall snowfall refreeze melt snowinfil -@variables snowpack meltwater soilwater -@variables soilwetfrac recharge excess evapfrac evap -@variables upperzone lowerzone perc q0 q1 q2 flow - -#* dynamic parameters -@variables beta gamma - -SimpleFlux = HydroModels.SimpleFlux -NeuralFlux = HydroModels.NeuralFlux -StateFlux = HydroModels.StateFlux -HydroModel = HydroModels.HydroModel -HydroBucket = HydroModels.HydroBucket -step_func = x -> ifelse(x > 0.0, 1.0, 0.0) - -#* θ是regional data所以可以针对实测和预测结果模拟优化出来, -#* 而γ和β是根据观测数据预测得到的随时间变化的参数, -#* 因此对于某个单个流域的解决方式就是,仅通过nn预测这两个参数,然后与θ一同进行优化 -#* 如何嵌入LSTM到模型中? 模型输入是二维的矩阵而非一维向量了,但是timeidx会发生改变, -#* 先考虑用mlp这种简单的比较好 - -#! define the snow pack reservoir -snow_funcs = [ - SimpleFlux([prcp, temp] => [snowfall, rainfall], [TT], exprs=[step_func(TT - temp) * prcp, step_func(temp - TT) * prcp]), - SimpleFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - SimpleFlux([snowpack, temp] => [melt], [TT, CFMAX], exprs=[min(snowpack, CFMAX * max(0.0, temp - TT))]), - SimpleFlux([meltwater, temp] => [refreeze], [TT, CFMAX, CFR], exprs=[min(meltwater, CFR * CFMAX * max(0.0, TT - temp))]), - SimpleFlux([meltwater, snowpack] => [snowinfil], [CWH], exprs=[max(0.0, meltwater - CWH * snowpack)]), -] -snow_dfuncs = [StateFlux([snowfall, refreeze] => [melt], snowpack), StateFlux([melt] => [refreeze, snowinfil], meltwater)] -snow_ele = HydroBucket(name=:hbv_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -thetas_nn = Lux.Chain( - Lux.Dense(4 => 16, Lux.tanh), - Lux.Dense(16 => 16, Lux.leakyrelu), - Lux.Dense(16 => 2, Lux.leakyrelu), - name=:thetas -) -recharge_nn = Lux.Chain( - Lux.Dense(2 => 16, Lux.tanh), - Lux.Dense(16 => 16, Lux.leakyrelu), - Lux.Dense(16 => 1, Lux.leakyrelu), - name=:recharge -) - -thetas_nn_ps = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(123), thetas_nn))) -recharge_nn_ps = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(123), recharge_nn))) - -#! define the soil water reservoir -soil_funcs = [ - NeuralFlux([prcp, temp, pet, soilwater] => [beta, gamma], thetas_nn), - SimpleFlux([soilwater, beta] => [soilwetfrac], [FC], exprs=[clamp(abs(soilwater / FC)^beta, 0.0, 1.0)]), - NeuralFlux([rainfall, snowinfil, soilwetfrac] => [recharge], recharge_nn), - SimpleFlux([soilwater] => [excess], [FC], exprs=[max(0.0, soilwater - FC)]), - SimpleFlux([soilwater] => [evapfrac], [LP, FC], exprs=[soilwater / (LP * FC)]), - SimpleFlux([soilwater, pet, evapfrac, gamma] => [evap], exprs=[min(soilwater, pet * (abs(evapfrac)^gamma))]), -] - -soil_dfuncs = [StateFlux([rainfall, snowinfil] => [evap, excess, recharge], soilwater)] -soil_ele = HydroBucket(name=:hbv_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - -#! define the upper and lower subsurface zone -zone_funcs = [ - SimpleFlux([soilwater, upperzone, evapfrac] => [perc], [PERC], exprs=[min(soilwater, PERC)]), - SimpleFlux([upperzone] => [q0], [k0, UZL], exprs=[max(0.0, (upperzone - UZL) * k0)]), - SimpleFlux([upperzone] => [q1], [k1], exprs=[upperzone * k1]), - SimpleFlux([lowerzone] => [q2], [k2], exprs=[lowerzone * k2]), - SimpleFlux([q0, q1, q2] => [flow], exprs=[q0 + q1 + q2]), -] - -zone_dfuncs = [StateFlux([recharge, excess] => [perc, q0, q1], upperzone), StateFlux([perc] => [q2], lowerzone)] -zone_ele = HydroBucket(name=:hbv_zone, funcs=zone_funcs, dfuncs=zone_dfuncs) - -#! define the Exp-Hydro model -hbv_model = HydroModel(name=:hbv, components=[snow_ele, soil_ele, zone_ele]); - -params = ComponentVector(TT=0.0, CFMAX=5.0, CWH=0.1, CFR=0.05, FC=200.0, LP=0.6, beta=3.0, k0=0.06, k1=0.2, k2=0.1, PERC=2, UZL=10) -init_states = ComponentVector(upperzone=0.0, lowerzone=0.0, soilwater=0.0, meltwater=0.0, snowpack=0.0) -nn_params = ComponentVector(thetas=thetas_nn_ps, recharge=recharge_nn_ps) -pas = ComponentVector(params=params, initstates=init_states, nn=nn_params) -input = (prcp=prcp_vec, lday=dayl_vec, temp=temp_vec) -config = (solver=HydroModels.ODESolver(), timeidx=ts) -# @btime result = hbv_model(input, pas, config=config) - -#! prepare flow -output = (flow=qobs_vec,) -#! model calibration -#* ComponentVector{Float64}(params = (TT = -1.2223657527438707, CFMAX = 2.201359793941345, CWH = 0.022749518921432663, CFR = 0.058335602629828544, FC = 160.01327559173077, LP = 0.7042581781418978, -#* beta = 5.580695551758287, k0 = 0.0500023960318018, k1 = 0.04573064980956475, k2 = 0.14881856483902567, PERC = 1.3367222956722589, UZL = 44.059927907190016)) -best_pas = HydroModels.param_grad_optim( - hbv_model, - tunable_pas=ComponentVector(params=params, nn=nn_params), - const_pas=ComponentVector(initstates=init_states), - input=[input], - target=[output], - maxiters=100, - loss_func=HydroErrors.mse, -) \ No newline at end of file diff --git a/doc/demo/exphydro_benchmark.jl b/doc/demo/exphydro_benchmark.jl deleted file mode 100644 index bccc2d5..0000000 --- a/doc/demo/exphydro_benchmark.jl +++ /dev/null @@ -1,62 +0,0 @@ -using DataInterpolations -using OrdinaryDiffEq - -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -prcp_vec = df[!, "prcp(mm/day)"] -temp_vec = df[!, "tmean(C)"] -dayl_vec = df[!, "dayl(day)"] -qobs_vec = df[!, "flow(mm)"] -ts = collect(1:length(prcp_vec)) -itp_Lday = LinearInterpolation(dayl_vec, ts) -itp_P = LinearInterpolation(prcp_vec, ts) -itp_T = LinearInterpolation(temp_vec, ts) - -function basic_bucket_incl_states(p_, t_out) - step_fct(x) = (tanh(5.0 * x) + 1.0) * 0.5 - - # snow precipitation - Ps(P, T, Tmin) = step_fct(Tmin - T) * P - - # rain precipitation - Pr(P, T, Tmin) = step_fct(T - Tmin) * P - - # snow melt - M(S0, T, Df, Tmax) = step_fct(T - Tmax) * step_fct(S0) * minimum([S0, Df * (T - Tmax)]) - - # evapotranspiration - PET(T, Lday) = 29.8 * Lday * 0.611 * exp((17.3 * T) / (T + 237.3)) / (T + 273.2) - ET(S1, T, Lday, Smax) = step_fct(S1) * step_fct(S1 - Smax) * PET(T, Lday) + step_fct(S1) * step_fct(Smax - S1) * PET(T, Lday) * (S1 / Smax) - - # base flow - Qb(S1, f, Smax, Qmax) = step_fct(S1) * step_fct(S1 - Smax) * Qmax + step_fct(S1) * step_fct(Smax - S1) * Qmax * exp(-f * (Smax - S1)) - - # peak flow - Qs(S1, Smax) = step_fct(S1) * step_fct(S1 - Smax) * (S1 - Smax) - function exp_hydro_optim_states!(dS, S, ps, t) - f, Smax, Qmax, Df, Tmax, Tmin = ps - - Lday = itp_Lday(t) - P = itp_P(t) - T = itp_T(t) - - Q_out = Qb(S[2], f, Smax, Qmax) + Qs(S[2], Smax) - - dS[1] = Ps(P, T, Tmin) - M(S[1], T, Df, Tmax) - dS[2] = Pr(P, T, Tmin) + M(S[1], T, Df, Tmax) - ET(S[2], T, Lday, Smax) - Q_out - end - - prob = ODEProblem(exp_hydro_optim_states!, p_[1:2], Float64.((t_out[1], maximum(t_out)))) - - sol = solve(prob, BS3(), u0=p_[1:2], p=p_[3:end], saveat=t_out, reltol=1e-3, abstol=1e-3) - - Qb_ = Qb.(sol[2, :], p_[3], p_[4], p_[5]) - Qs_ = Qs.(sol[2, :], p_[4]) - - Qout_ = Qb_ .+ Qs_ - - return Qout_, sol - -end - -pas = [0.0, 1303.004248, 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084] -@btime q_sim_vec, sol = basic_bucket_incl_states(pas, ts); # 26.182 ms (1410550 allocations: 29.62 MiB) \ No newline at end of file diff --git a/doc/demo/exphydro_demo.jl b/doc/demo/exphydro_demo.jl deleted file mode 100644 index 143f84d..0000000 --- a/doc/demo/exphydro_demo.jl +++ /dev/null @@ -1,150 +0,0 @@ -using CSV -using Random -using DataFrames -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using OptimizationBBO -using Optimization -using BenchmarkTools -using DataInterpolations -using Plots -using HydroErrors -include("../../src/HydroModels.jl") - -#! parameters in the Exp-Hydro model -@parameters Tmin = 0.0 [description = "snowfall temperature", unit = "°C"] -@parameters Tmax = 0.0 [description = "snowmelt temperature", unit = "°C"] -@parameters Df = 0.0 [description = "thermal degree-day factor", unit = "mm/(d°C)"] -@parameters Smax = 0.0 [description = "maximum water storage", unit = "mm"] -@parameters f = 0.0 [description = "runoff decline rate", unit = "mm^(-1)"] -@parameters Qmax = 0.0 [description = "maximum subsurface runoff", unit = "mm/d"] -#! hydrological flux in the Exp-Hydro model -@variables prcp = 0.0 [description = "precipitation", unit = "mm"] -@variables temp = 0.0 [description = "precipitation", unit = "°C"] -@variables lday = 0.0 [description = "length of day", unit = "-"] -@variables pet = 0.0 [description = "potential evapotranspiration", unit = "mm"] -@variables snowpack = 0.0 [description = "snow storage", unit = "mm"] -@variables soilwater = 0.0 [description = "catchment water storage", unit = "mm"] -@variables rainfall = 0.0 [description = "rain splitted from precipitation", unit = "mm"] -@variables snowfall = 0.0 [description = "snow splitted from precipitation", unit = "mm"] -@variables evap = 0.0 [description = "evapotranspiration", unit = "mm"] -@variables melt = 0.0 [description = "melting", unit = "mm"] -@variables baseflow = 0.0 [description = "base discharge", unit = "mm"] -@variables surfaceflow = 0.0 [description = "surface discharge", unit = "mm"] -@variables flow = 0.0 [description = "discharge", unit = "mm"] -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 -# HydroFlux([temp, lday] => [pet], -# exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), -#! define the snow pack reservoir -HydroFlux([temp, lday] => [pet], - exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]) - -snow_funcs = [ - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], - exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], - exprs=[step_func(temp - Tmax) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] -snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -snow_ele.flux_func -#! define the soil water reservoir -soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], - exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], - exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], - exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], - exprs=[baseflow + surfaceflow]), -] - -soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], - exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [flow], [Smax, Qmax, f], - exprs=[Qmax * exp(-f * (Smax - soilwater)) + - max(0.0, soilwater - Smax)]), -] -soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] - -soil_ele = HydroBucket( - name=:exphydro_soil, - funcs=soil_funcs, - dfuncs=soil_dfuncs -) - -#! define the Exp-Hydro model -exphydro_model = HydroModel( - name=:exphydro, - components=[snow_ele, soil_ele] -) - -# load data -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -prcp_vec = df[!, "prcp(mm/day)"] -temp_vec = df[!, "tmean(C)"] -dayl_vec = df[!, "dayl(day)"] -qobs_vec = df[!, "flow(mm)"] - -# prepare args -input = (prcp=prcp_vec, lday=dayl_vec, temp=temp_vec) -pas = ComponentVector((initstates=(snowpack=0.0, soilwater=1303.00), - params=(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09))) -timeidx = collect(1:length(prcp_vec)) -solver = HydroModels.ODESolver(alg=Tsit5(), reltol=1e-3, abstol=1e-3, saveat=timeidx) -config = (solver=solver, timeidx=timeidx) -@btime result = exphydro_model(input, pas, config=config, convert_to_ntp=false); # 29.317 ms (356101 allocations: 28.18 MiB) - -# plot(result.flow) -# plot!(qobs_vec) -# #! set the tunable parameters and constant parameters -# tunable_pas = ComponentVector(params=(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09)) -# const_pas = ComponentVector(initstates=(snowpack=0.1, soilwater=1303.00)) -# #! set the tunable parameters boundary -# lower_bounds = [0.0, 100.0, 10.0, 0.01, 0.0, -3.0] -# upper_bounds = [0.1, 2000.0, 50.0, 5.0, 3.0, 0.0] -# #! prepare flow -# output = (flow=qobs_vec,) -# #! model calibration -# # best_pas = HydroModels.param_box_optim( -# # exphydro_model, -# # tunable_pas=tunable_pas, -# # const_pas=const_pas, -# # input=[input], -# # target=[output], -# # lb=lower_bounds, -# # ub=upper_bounds, -# # solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), -# # maxiters=1000, -# # loss_func=HydroErrors.mse, -# # ) -# #! use the optimized parameters for model simulation -# best_pas = HydroModels.param_grad_optim( -# exphydro_model, -# tunable_pas=tunable_pas, -# const_pas=const_pas, -# input=[input], -# target=[output], -# config=[(solver=HydroModels.DiscreteSolver(),)], -# maxiters=100, -# loss_func=HydroErrors.mse, -# adtype=Optimization.AutoForwardDiff(), -# ) - -# total_pas = ComponentVector(params=(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09), initstates=(snowpack=0.1, soilwater=1303.00)) -# update_pas = HydroModels.update_ca(total_pas, ComponentVector(best_pas, getaxes(tunable_pas))) -# result_opt = exphydro_model(input, update_pas, timeidx=timeidx, solver=solver) -# result_opt_df = DataFrame(result_opt) -# result_opt_df.qobs = qobs_vec -# # CSV.write("temp.csv", result_opt_df) -# 1 - HydroErr.nse(result_opt.flow, qobs_vec) -# 1 - HydroErr.nse(result.flow, qobs_vec) - diff --git a/doc/demo/gr4j_demo.jl b/doc/demo/gr4j_demo.jl deleted file mode 100644 index 71530a7..0000000 --- a/doc/demo/gr4j_demo.jl +++ /dev/null @@ -1,144 +0,0 @@ -using CSV -using Plots -using Random -using DataFrames -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using ModelingToolkit: t_nounits as t -using OptimizationBBO -using BenchmarkTools -# using HydroErrors -include("../../src/HydroModels.jl") - -#* parameters in the GR4J model -@parameters x1 = 0.0 [description = "maximum soil moisture storage", unit = "mm"] -@parameters x2 = 0.0 [description = "subsurface water exchange", unit = "mm/d"] -@parameters x3 = 0.0 [description = "routing store depth", unit = "mm"] -@parameters x4 = 0.0 [description = "unit Hydrograph time base", unit = "d"] -#* hydrological flux in the production store -@variables prcp = 0.0 [description = "precipitation", unit = "mm/d"] -@variables ep = 0.0 [description = "potential evaporation", unit = "mm/d"] -@variables soilwater = 0.0 [description = "soil moisture storage", unit = "mm"] -@variables new_soilwater = 0.0 [description = "new soil moisture storage", unit = "mm"] -@variables pn = 0.0 [description = "net precipitation", unit = "mm/d"] -@variables en = 0.0 [description = "net evaporation", unit = "mm/d"] -@variables ps = 0.0 [description = "the fraction of net precipitation redirected to soil moisture", unit = "mm/d"] -@variables es = 0.0 [description = "the fraction of net evaporation subtracted from soil moisture", unit = "mm/d"] -@variables perc = 0.0 [description = "percolation to deeper soil layers", unit = "mm/d"] -@variables pr = 0.0 [description = "combined inflow", unit = "mm/d"] -@variables slowflow = 0.0 [description = "90% ground runoff", unit = "mm/d"] -@variables fastflow = 0.0 [description = "10% direct runoff", unit = "mm/d"] -#* hydrological flux in the unit hydrograph -@variables slowflow_routed = 0.0 [description = "routed ground runoff by uh_1_half", unit = "mm/d"] -@variables fastflow_routed = 0.0 [description = "routed direct runoff by uh_2_full", unit = "mm/d"] -#* hydrological flux in the routing store -@variables routingstore = 0.0 [description = "routing storage", unit = "mm"] -@variables new_routingstore = 0.0 [description = "new routing storage", unit = "mm"] -@variables exch = 0.0 [description = "catchment groundwater exchange", unit = "mm/d"] -@variables routedflow = 0.0 [description = "routed flow in the routing store", unit = "mm/d"] -@variables flow = 0.0 [description = "routed flow in the routing store", unit = "mm/d"] -HydroFlux = HydroModels.HydroFlux -UnitHydroFlux = HydroModels.UnitHydroFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel - -#* define the production store -prod_funcs = [ - HydroFlux([prcp, ep] => [pn, en], exprs=[prcp - min(prcp, ep), ep - min(prcp, ep)]), - HydroFlux([pn, soilwater] => [ps], [x1], exprs=[max(0.0, pn * (1 - (soilwater / x1)^2))]), - HydroFlux([en, soilwater] => [es], [x1], exprs=[en * (2 * soilwater / x1 - (soilwater / x1)^2)]), - HydroFlux([soilwater] => [perc], [x1], exprs=[((x1)^(-4)) / 4 * ((4 / 9)^(4)) * (soilwater^5)]), - HydroFlux([pn, ps, perc] => [pr], [x1], exprs=[pn - ps + perc]), - HydroFlux([pr] => [slowflow, fastflow], exprs=[0.9 * pr, 0.1 * pr]), - HydroFlux([ps, es, perc, soilwater] => [new_soilwater], exprs=[soilwater + ps - es - perc]) -] -prod_dfuncs = [StateFlux(soilwater => new_soilwater)] - -ifelse_func(x) = ifelse(x > 0, 1, 0) - -function uh_1_half(lag; kw...) - timeidx = 1:ceil(lag) - sf = get(kw, :smooth_func, ifelse_func) - value = @.(sf(timeidx - lag) + - sf(lag - timeidx) * sf(timeidx) * (timeidx / lag)^2.5) - [value[1]; diff(value)] -end - -function uh_2_full(lag; kw...) - sf = get(kw, :smooth_func, ifelse_func) - double_lag = lag * 2 - timeidx = 1:ceil(double_lag) - - value = @.(sf(timeidx - double_lag) * 1 + - sf(double_lag - timeidx) * sf(timeidx - lag) * (1 - 0.5 * abs(2 - timeidx / lag)^2.5) + - sf(lag - timeidx) * (0.5 * abs(timeidx / lag)^2.5)) - - [value[1]; diff(value)] -end - -uh_flux_1 = HydroModels.UnitHydroFlux(slowflow, slowflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_1_HALF), solvetype=:DISCRETE) -uh_flux_2 = HydroModels.UnitHydroFlux(fastflow, fastflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_2_FULL), solvetype=:DISCRETE) - -prod_ele = HydroBucket(name=:gr4j_prod, funcs=prod_funcs, dfuncs=prod_dfuncs) -#* define the routing store -rst_funcs = [ - HydroFlux([routingstore] => [exch], [x2, x3], exprs=[x2 * abs(routingstore / x3)^3.5]), - HydroFlux([routingstore, slowflow_routed, exch] => [routedflow], [x3], exprs=[x3^(-4) / 4 * (routingstore + slowflow_routed + exch)^5]), - HydroFlux([routedflow, fastflow_routed, exch] => [flow], exprs=[routedflow + max(fastflow_routed + exch, 0.0)]), - HydroFlux([slowflow_routed, exch, routedflow, routingstore] => [new_routingstore], exprs=[routingstore + slowflow_routed + exch - routedflow]) -] -rst_dfuncs = [StateFlux(routingstore => new_routingstore)] -rst_ele = HydroBucket(name=:gr4j_rst, funcs=rst_funcs, dfuncs=rst_dfuncs) -#* define the gr4j model -gr4j_model = HydroModel(name=:gr4j, components=[prod_ele, uh_flux_1, uh_flux_2, rst_ele]) -# load data -df = DataFrame(CSV.File("data/gr4j/sample.csv")); -for col in names(df)[3:end] - df[ismissing.(df[:, col]), col] .= 0.0 -end -prcp_vec = df[!, "prec"] -et_vec = df[!, "pet"] -qobs_vec = df[!, "qobs"] -ts = collect(1:length(qobs_vec)) - -# prepare args -input = (prcp=prcp_vec, ep=et_vec) -pas = ComponentVector( - params=(x1=320.11, x2=2.42, x3=69.63, x4=1.39), - initstates=(soilwater=235.97, routingstore=45.47) -) -timeidx = collect(1:length(prcp_vec)) -solver = HydroModels.ODESolver(alg=Tsit5(), reltol=1e-3, abstol=1e-3, saveat=timeidx) -config = (timeidx=timeidx, solver=solver) -result = gr4j_model(input, pas, config=config, convert_to_ntp=true); - -slowflow_routed_vec = uh_flux_1(Matrix(reshape(result.slowflow,1,length(timeidx))), pas) - -plot(result.flow) -plot!(qobs_vec) -# #! set the tunable parameters and constant parameters -# tunable_pas = ComponentVector(params=(x1=320.11, x2=2.42, x3=69.63, x4=1.39)) -# const_pas = ComponentVector(initstates=(soilwater=235.97, routingstore=45.47)) -# total_pas = ComponentVector(params=(x1=320.11, x2=2.42, x3=69.63, x4=1.39), initstates=(soilwater=235.97, routingstore=45.47)) -# #! set the tunable parameters boundary -# tunable_param_lb = [0.0, -10.0, 1.0, 0.5] -# tunable_param_ub = [2000.0, 10.0, 100.0, 15.0] -# #! prepare flow -# output = (flow=qobs_vec,) -# #! model calibration -# best_pas = HydroModels.param_box_optim( -# gr4j_model, -# tunable_pas=tunable_pas, -# const_pas=const_pas, -# input=[input], -# target=[output], -# lb=tunable_param_lb, -# ub=tunable_param_ub, -# solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), -# maxiters=100, -# loss_func=HydroErrors.mse, -# ) -# #! use the optimized parameters for model simulation -# result_opt = gr4j_model(input, HydroModels.update_ca(total_pas, ComponentVector(best_pas, getaxes(tunable_pas))), timeidx=timeidx, solver=solver) diff --git a/doc/demo/hbv_light_demo.jl b/doc/demo/hbv_light_demo.jl deleted file mode 100644 index ba5294c..0000000 --- a/doc/demo/hbv_light_demo.jl +++ /dev/null @@ -1,134 +0,0 @@ -using CSV -using Lux -using LuxCore -using Random -using DataFrames -using Symbolics -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using BenchmarkTools -using StableRNGs -using Optimization -using OptimizationBBO -using Plots -include("../../src/HydroModels.jl") - -# load data -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -ts = collect(1:10000) -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -dayl_vec = df[ts, "dayl(day)"] -qobs_vec = df[ts, "flow(mm)"] - -#! parameters in the HBV-light model -@parameters TT CFMAX CFR CWH FC beta LP PERC k0 k1 k2 UZL - -#! hydrological flux in the Exp-Hydro model -@variables prcp = 0.0 [description = "precipitation", unit = "mm"] -@variables temp = 0.0 [description = "precipitation", unit = "°C"] -@variables lday = 0.0 [description = "length of day", unit = "-"] -@variables pet = 0.0 [description = "potential evapotranspiration", unit = "mm"] -@variables rainfall = 0.0 [description = "rain splitted from precipitation", unit = "mm"] -@variables snowfall = 0.0 [description = "snow splitted from precipitation", unit = "mm"] -@variables refreeze = 0.0 [description = "Refreeze of ponding water"] -@variables melt = 0.0 [description = "snow melt", unit = "mm"] -@variables snowinfil = 0.0 [description = " Snowmelt infiltration", unit = "mm"] -@variables snowpack = 0.0 [description = " Snowmelt infiltration", unit = "mm"] -@variables meltwater = 0.0 [description = " Snowmelt infiltration", unit = "mm"] -@variables soilwater = 0.0 [description = " Snowmelt infiltration", unit = "mm"] - -@variables snowpack meltwater soilwater -@variables prcp temp lday pet rainfall snowfall refreeze melt snowinfil -@variables soilwetfrac recharge excess evapfrac evap -@variables upperzone lowerzone perc q0 q1 q2 flow - -HydroFlux = HydroModels.HydroFlux -NeuralFlux = HydroModels.NeuralFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -step_func = x -> ifelse(x > 0.0, 1.0, 0.0) - -#! define the snow pack reservoir -snow_funcs = [ - HydroFlux([prcp, temp] => [snowfall, rainfall], [TT], - exprs=[step_func(TT - temp) * prcp, step_func(temp - TT) * prcp]), - HydroFlux([temp, lday] => [pet], - exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([snowpack, temp] => [melt], [TT, CFMAX], - exprs=[min(snowpack, CFMAX * max(0.0, temp - TT))]), - HydroFlux([meltwater, temp] => [refreeze], [TT, CFMAX, CFR], - exprs=[min(meltwater, CFR * CFMAX * max(0.0, TT - temp))]), - HydroFlux([meltwater, snowpack] => [snowinfil], [CWH], - exprs=[max(0.0, meltwater - CWH * snowpack)]), -] -snow_dfuncs = [StateFlux([snowfall, refreeze] => [melt], snowpack), - StateFlux([melt] => [refreeze, snowinfil], meltwater)] -snow_ele = HydroBucket(name=:hbv_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) -#! define the soil water reservoir -soil_funcs = [ - HydroFlux([soilwater] => [soilwetfrac], [FC, beta], - exprs=[clamp(abs(soilwater / FC)^beta, 0.0, 1.0)]), - HydroFlux([rainfall, snowinfil, soilwetfrac] => [recharge], - exprs=[(rainfall + snowinfil) * soilwetfrac]), - HydroFlux([soilwater] => [excess], [FC], - exprs=[max(0.0, soilwater - FC)]), - HydroFlux([soilwater] => [evapfrac], [LP, FC], - exprs=[soilwater / (LP * FC)]), HydroFlux([soilwater, pet, evapfrac] => [evap], - exprs=[min(soilwater, pet * evapfrac)]), -] -soil_dfuncs = [StateFlux([rainfall, snowinfil] => [evap, excess, recharge], soilwater)] -soil_ele = HydroBucket(name=:hbv_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) -#! define the upper and lower subsurface zone -zone_funcs = [ - HydroFlux([soilwater, upperzone, evapfrac] => [perc], [PERC], - exprs=[min(soilwater, PERC)]), - HydroFlux([upperzone] => [q0], [k0, UZL], - exprs=[max(0.0, (upperzone - UZL) * k0)]), - HydroFlux([upperzone] => [q1], [k1], - exprs=[upperzone * k1]), - HydroFlux([lowerzone] => [q2], [k2], - exprs=[lowerzone * k2]), - HydroFlux([q0, q1, q2] => [flow], - exprs=[q0 + q1 + q2]), -] -zone_dfuncs = [StateFlux([recharge, excess] => [perc, q0, q1], upperzone), StateFlux([perc] => [q2], lowerzone)] -zone_ele = HydroBucket(name=:hbv_zone, funcs=zone_funcs, dfuncs=zone_dfuncs) -#! define the HBV-light model -hbv_model = HydroModel(name=:hbv, components=[snow_ele, soil_ele, zone_ele]); - -params = ComponentVector(TT=0.0, CFMAX=5.0, CWH=0.1, CFR=0.05, FC=200.0, LP=0.6, beta=3.0, k0=0.06, k1=0.2, k2=0.1, PERC=2, UZL=10) -init_states = ComponentVector(upperzone=0.0, lowerzone=0.0, soilwater=0.0, meltwater=0.0, snowpack=0.0) -pas = ComponentVector(params=params, initstates=init_states) -input = (prcp=prcp_vec, lday=dayl_vec, temp=temp_vec) -result = hbv_model(input, pas, timeidx=ts, convert_to_ntp=true) - -plot(result.flow, label="simulated") -plot!(qobs_vec, label="observed") - -# #! set the tunable parameters boundary -# lower_bounds = [-1.5, 1, 0.0, 0.0, 50.0, 0.3, 1.0, 0.05, 0.01, 0.001, 0.0, 0.0] -# upper_bounds = [1.2, 8.0, 0.2, 0.1, 500.0, 1.0, 6.0, 0.5, 0.3, 0.15, 3.0, 70.0] -# #! prepare flow -# output = (flow=qobs_vec,) -# #* ComponentVector{Float64}(params = (TT = -1.2223657527438707, CFMAX = 2.201359793941345, CWH = 0.022749518921432663, CFR = 0.058335602629828544, FC = 160.01327559173077, LP = 0.7042581781418978, -# #* beta = 5.580695551758287, k0 = 0.0500023960318018, k1 = 0.04573064980956475, k2 = 0.14881856483902567, PERC = 1.3367222956722589, UZL = 44.059927907190016)) -# #! model calibration -# best_pas = HydroModels.param_box_optim( -# hbv_model, -# tunable_pas=ComponentVector(params=params), -# const_pas=ComponentVector(initstates=init_states), -# input=input, -# target=output, -# timeidx=ts, -# lb=lower_bounds, -# ub=upper_bounds, -# solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), -# maxiters=10000, -# loss_func=HydroModels.mse, -# ) - -# result = hbv_model(input, HydroModels.merge_ca(pas, best_pas), timeidx=ts) -# HydroModels.nse(result.flow, qobs_vec) \ No newline at end of file diff --git a/doc/demo/m50_demo.jl b/doc/demo/m50_demo.jl deleted file mode 100644 index 59280e0..0000000 --- a/doc/demo/m50_demo.jl +++ /dev/null @@ -1,175 +0,0 @@ -using CSV -using Lux -using LuxCore -using Random -using DataFrames -using Symbolics -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using BenchmarkTools -using StableRNGs -using Optimization -using NamedTupleTools -using HydroErrors -include("../../src/HydroModels.jl") - -# load data -df = DataFrame(CSV.File("data/m50/01013500.csv")); -ts = collect(1:1000) -prcp_vec = df[ts, "Prcp"] -temp_vec = df[ts, "Temp"] -dayl_vec = df[ts, "Lday"] -snowpack_vec = df[ts, "SnowWater"] -soilwater_vec = df[ts, "SoilWater"] -qobs_vec = df[ts, "Flow"] - -inputs = [prcp_vec, temp_vec, snowpack_vec, soilwater_vec] -means = mean.(inputs) -stds = std.(inputs) -(prcp_norm_vec, temp_norm_vec, snowpack_norm_vec, soilwater_norm_vec) = [ - @.((tmp_vec - mean) / std) for (tmp_vec, mean, std) in zip(inputs, means, stds) -] - -#! parameters in the Exp-Hydro model -@parameters Tmin Tmax Df Smax f Qmax -#! parameters in normalize flux -@parameters snowpack_std snowpack_mean -@parameters soilwater_std soilwater_mean -@parameters prcp_std prcp_mean -@parameters temp_std temp_mean - -#! hydrological flux in the Exp-Hydro model -@variables prcp temp lday pet rainfall snowfall -@variables snowpack soilwater lday pet -@variables melt log_evap_div_lday log_flow -@variables norm_snw norm_slw norm_temp norm_prcp - -SimpleFlux = HydroModels.SimpleFlux -NeuralFlux = HydroModels.NeuralFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -step_func = x -> ifelse(x > 0.0, 1.0, 0.0) - -#! define the snow pack reservoir -snow_funcs = [ - SimpleFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - SimpleFlux([prcp, temp] => [snowfall, rainfall], [Tmin], - exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - SimpleFlux([snowpack, temp] => [melt], [Tmax, Df], - exprs=[step_func(temp - Tmax) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - -snow_ele = HydroBucket( - name=:exphydro_snow, - funcs=snow_funcs, - dfuncs=snow_dfuncs -) - -#! define the ET NN and Q NN -ep_nn = Lux.Chain( - Lux.Dense(3 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:epnn -) -q_nn = Lux.Chain( - Lux.Dense(2 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:qnn -) - -#! get init parameters for each NN -# et_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [log_evap_div_lday], et_nn) -ep_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [evap], ep_nn) -q_nn_flux = NeuralFlux([norm_slw, norm_prcp] => [log_flow], q_nn) - -#! define the soil water reservoir -soil_funcs = [ - #* normalize - SimpleFlux([snowpack, soilwater, prcp, temp] => [norm_snw, norm_slw, norm_prcp, norm_temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean, snowpack_std, soilwater_std, prcp_std, temp_std], - exprs=[(var - mean) / std for (var, mean, std) in zip([snowpack, soilwater, prcp, temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean], - [snowpack_std, soilwater_std, prcp_std, temp_std] - )]), - StdNormalizeFlux( - [snowpack, soilwater, prcp, temp] => - [norm_snw, norm_slw, norm_prcp, norm_temp] - ), - et_nn_flux, - q_nn_flux, -] - -state_expr = rainfall + melt - step_func(soilwater) * lday * log_evap_div_lday - step_func(soilwater) * exp(log_flow) -soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] -soil_ele = HydroBucket(name=:m50_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - -#! define the Exp-Hydro model -m50_model = HydroModel(name=:m50, components=[snow_ele, soil_ele]); -#! pretrain each NN -et_nn_input = (norm_snw=snowpack_norm_vec, norm_slw=soilwater_norm_vec, norm_temp=temp_norm_vec) -q_nn_input = (norm_slw=soilwater_norm_vec, norm_prcp=prcp_norm_vec) - -et_nn_p = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(42), et_nn))) -q_nn_p = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(42), q_nn))) - -input = (prcp=prcp_vec, lday=dayl_vec, temp=temp_vec) -params = (f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09) -var_stds = NamedTuple{Tuple([Symbol(nm, :_std) for nm in [:prcp, :temp, :snowpack, :soilwater]])}(stds) -var_means = NamedTuple{Tuple([Symbol(nm, :_mean) for nm in [:prcp, :temp, :snowpack, :soilwater]])}(means) - -nn_params = (etnn=et_nn_p, qnn=q_nn_p) -pas = ComponentVector(initstates=(snowpack=0.0, soilwater=1303.00), params=reduce(merge, [params, var_means, var_stds]), nn=nn_params) -timeidx = collect(1:length(prcp_vec)) -solver = HydroModels.ODESolver(alg=Tsit5(), reltol=1e-3, abstol=1e-3) -result = m50_model(input, pas, timeidx=timeidx, solver=solver) - -# # et_nn_p_trained = HydroModels.nn_param_optim( -# # et_nn_flux, -# # input=et_nn_input, -# # target=(log_evap_div_lday=log.(df[ts, :evap] ./ df[ts, :lday]),), -# # init_params=ComponentVector(etnn=et_nn_p), -# # maxiters=100, -# # ) - -# # q_nn_p_trained = HydroModels.nn_param_optim( -# # q_nn_flux, -# # input=q_nn_input, -# # target=(log_flow=log.(df[ts, :flow]),), -# # init_params=ComponentVector(qnn=q_nn_p), -# # maxiters=100, -# # ) - -# #! set the tunable parameters and constant parameters -# #! 当仅优化部分参数如nn_params时就会出错 -# tunable_pas = ComponentVector(nn=(etnn=collect(ComponentVector(et_nn_p)), qnn=collect(ComponentVector(q_nn_p)))) -# const_pas = ComponentVector(initstates=(snowpack=0.1, soilwater=1303.00), params=reduce(merge, [params, var_means, var_stds])) -# default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) -# # new_pas = merge_ca(default_model_pas, tunable_pas) -# #! prepare flow -# output = (log_flow=qobs_vec,) -# #! model calibration -# best_pas = HydroModels.param_grad_optim( -# m50_model, -# tunable_pas=tunable_pas, -# const_pas=const_pas, -# input=[input], -# target=[output], -# adtype=Optimization.AutoZygote(), -# maxiters=100 -# ) - -#! use the optimized parameters for model simulation -# result_opt = m50_model(input, HydroModels.update_ca(default_model_pas, best_pas), timeidx=timeidx, solver=solver) -# pas_list = [0.0, 1303.0042478479704, 0.0167447802633775, 1709.4610152413964, 18.46996175240424, 2.674548847651345, 0.17573919612506747, -2.0929590840638728, 0.8137969540102923] -# pas = ComponentVector(pas_list, getaxes(tunable_pas)) - -# HydroModels.mse(result_opt.log_flow, qobs_vec) -# 1 - HydroModels.nse(result_opt.log_flow, qobs_vec) - diff --git a/doc/demo/temp.jl b/doc/demo/temp.jl deleted file mode 100644 index 4873f67..0000000 --- a/doc/demo/temp.jl +++ /dev/null @@ -1,36 +0,0 @@ -#=using Main.HydroModels=# -:((var"##arg#2523971367920833662", var"##arg#7360549935612702713", - var"##arg#10678911477305669588", var"##arg#5964805160111424296", var"##arg#14435632484259125414") -> begin - #= D:\Julia\Julia-1.10.4\packages\packages\SymbolicUtils\EGhOJ\src\code.jl:373 =# - #= D:\Julia\Julia-1.10.4\packages\packages\SymbolicUtils\EGhOJ\src\code.jl:374 =# - #= D:\Julia\Julia-1.10.4\packages\packages\SymbolicUtils\EGhOJ\src\code.jl:375 =# - begin - prcp = var"##arg#2523971367920833662"[1] - temp = var"##arg#2523971367920833662"[2] - snowpack = var"##arg#7360549935612702713"[1] - Tmin = var"##arg#10678911477305669588"[1] - Tmax = var"##arg#10678911477305669588"[2] - Df = var"##arg#10678911477305669588"[3] - t = var"##arg#14435632484259125414"[1] - begin - snowfall = (*)((*)(0.5, prcp), (+)(1.0, (tanh)((*)(5.0, (+)(Tmin, (*)(-1, temp)))))) - rainfall = (*)((*)(0.5, prcp), (+)(1.0, (tanh)((*)(5.0, (+)((*)(-1, Tmin), temp))))) - melt = (*)((*)(0.5, (+)(1.0, (tanh)((*)(5.0, (+)((*)(-1, Tmax), temp))))), - (min)(snowpack, (*)(Df, (+)((*)(-1, Tmax), temp)))) - # used for ODE problem solving - begin - #= D:\Julia\Julia-1.10.4\packages\packages\SymbolicUtils\EGhOJ\src\code.jl:468 =# - (SymbolicUtils.Code.create_array)(Vector, nothing, Val{1}(), Val{(1,)}(), (+)((*)(-1, melt), snowfall)) - end - # used for flux calculation - begin - #= D:\Julia\Julia-1.10.4\packages\packages\SymbolicUtils\EGhOJ\src\code.jl:468 =# - (SymbolicUtils.Code.create_array)(Vector, nothing, Val{1}(), Val{(3,)}(), snowfall, rainfall, melt) - end - end - end -end) - - - -RuntimeGeneratedFunction() diff --git a/doc/make.jl b/doc/make.jl deleted file mode 100644 index 3f99d0d..0000000 --- a/doc/make.jl +++ /dev/null @@ -1,40 +0,0 @@ -using Documenter -using HydroModels - -makedocs( - sitename = "HydroModels.jl", - authors = "xin jing", - format = Documenter.HTML( - prettyurls = get(ENV, "CI", nothing) == "true", - canonical = "https://chooron.github.io/HydroModels.jl", - assets = ["assets/icons.ico"], - highlights = ["yaml"], - collapselevel = 2, - sidebar_sitename = false - ), - modules = [HydroModels], - clean = true, - doctest = true, - checkdocs = :none, - pages = [ - "Home" => "index.md", - # "Getting Started" => "getting_started.md", - "Tutorials" => [ - "Run a Bucket Model" => "tutorials/run_a_bucket.md", - "Run ExpHydro Model" => "tutorials/run_a_exphydro_model.md", - # "Spatial Model Example" => "tutorials/spatial_model.md" - ], - # "API Reference" => [ - # "Model Types" => "api/types.md", - # "Model Functions" => "api/functions.md", - # "Utility Functions" => "api/utils.md" - # ], - # "Contributing" => "contributing.md" - ] -) - -deploydocs( - repo = "github.com/chooron/HydroModels.jl", - devbranch = "main", - push_preview = true -) \ No newline at end of file diff --git a/doc/paper/detail.typ b/doc/paper/detail.typ deleted file mode 100644 index a44b5c4..0000000 --- a/doc/paper/detail.typ +++ /dev/null @@ -1,9 +0,0 @@ -= Methodologies of HydroModels.jl - -== Symbolic Programming and Meta Information - -In conventional hydrological model development, computational formulas are typically implemented using a function-based approach, where function names represent the calculations, inputs include both variables and parameters required by the formula, and outputs are the calculated results. This approach requires careful handling of variable dimension transformations within the functions. Such a construction method is less intuitive compared to writing mathematical formulas directly and increases implementation complexity. To address this challenge, our framework adopts symbolic programming, which allows developers to write code that closely resembles mathematical equations, thereby improving code readability and reducing development difficulty. - -Symbolic Programming is implemented using the Symbolics.jl package, which is analogous to Python's SymPy and MATLAB's symbolic toolbox. Symbolic programming serves as the foundation for building various fluxes and parameters within the hydrological model, providing clear indicators for inputs, outputs, and parameters of different fluxes. Through symbolic programming, computational formulas can be predefined without data, allowing users to write code that directly mirrors mathematical equations, significantly improving code readability and maintainability. - -During Flux construction, the framework collects metadata such as model input variables, parameters, output variable names, state variables (StateFlux), and neural network identifiers (NeuralFlux). This information is stored within each component's (bucket, model, etc.) metadata during subsequent construction phases. These metadata serve multiple purposes: they inform users about required input data and parameters, provide clarity about output results, and enable pre-indexing of variables before model computation to facilitate efficient automatic differentiation calculations. diff --git a/doc/paper/picture/models/ENNx.png b/doc/paper/picture/models/ENNx.png deleted file mode 100644 index 6915cb8..0000000 Binary files a/doc/paper/picture/models/ENNx.png and /dev/null differ diff --git a/doc/paper/picture/models/PRNN.png b/doc/paper/picture/models/PRNN.png deleted file mode 100644 index 2f7152b..0000000 Binary files a/doc/paper/picture/models/PRNN.png and /dev/null differ diff --git a/doc/paper/picture/models/dPL_HBV.png b/doc/paper/picture/models/dPL_HBV.png deleted file mode 100644 index 820c3b6..0000000 Binary files a/doc/paper/picture/models/dPL_HBV.png and /dev/null differ diff --git a/doc/paper/picture/models/hess-28-2705-2024-f01-web.png b/doc/paper/picture/models/hess-28-2705-2024-f01-web.png deleted file mode 100644 index 70032d4..0000000 Binary files a/doc/paper/picture/models/hess-28-2705-2024-f01-web.png and /dev/null differ diff --git a/doc/paper/picture/predictions.png b/doc/paper/picture/predictions.png deleted file mode 100644 index 7c34066..0000000 Binary files a/doc/paper/picture/predictions.png and /dev/null differ diff --git a/doc/paper/struct.pdf b/doc/paper/struct.pdf deleted file mode 100644 index c14e62a..0000000 Binary files a/doc/paper/struct.pdf and /dev/null differ diff --git a/doc/paper/struct.typ b/doc/paper/struct.typ deleted file mode 100644 index 7086854..0000000 --- a/doc/paper/struct.typ +++ /dev/null @@ -1,357 +0,0 @@ -// #set text(font:("SimSun","Times New Roman"), fallback: false, size: 10pt) -#set align(start + top) - -#align(center, text(17pt)[ - *HydroModels.jl: A Flexible and Efficient Framework for Hydrological Modeling* -]) - -= Abstract - -#set heading(numbering: "1.1") -= Introduction -Hydrological modeling has undergone significant evolution over the past decades, reflecting our growing understanding of water systems and advancements in computational capabilities. This progression can be broadly categorized into three main phases: conceptual hydrological models, deep learning-based models, and the current hybrid approach combining deep learning with physical principles. - -Conceptual hydrological models, developed in the mid-20th century, aimed to represent watershed processes using simplified mathematical equations. These models, while effective in many scenarios, often struggled with complex, non-linear hydrological processes and required extensive calibration. As computational power increased, distributed and semi-distributed models emerged, allowing for more detailed spatial representation of watershed characteristics and processes. - -The advent of machine learning, particularly deep learning, in the early 21st century brought a paradigm shift to hydrological modeling. Deep learning models, leveraging large datasets and powerful algorithms, demonstrated remarkable capabilities in capturing complex, non-linear relationships in hydrological systems. These data-driven approaches often outperformed traditional models in prediction tasks but lacked the physical interpretability crucial for understanding underlying processes. - -The current frontier in hydrological modeling lies in hybrid approaches that combine the strengths of deep learning with physical principles. These physics-informed neural networks and theory-guided data science methods aim to leverage the predictive power of machine learning while maintaining consistency with known physical laws and domain knowledge. This approach promises more robust, interpretable, and generalizable models capable of handling the complexities of hydrological systems across diverse conditions. - -The construction of hydrological models has evolved alongside these conceptual advancements. Conceptual models typically involve defining interconnected components representing various hydrological processes, often requiring careful parameterization and calibration. Distributed and semi-distributed models necessitate more complex structures to account for spatial heterogeneity, often incorporating GIS data and advanced routing schemes. Deep learning models, in contrast, rely on designing appropriate network architectures and training procedures to learn from large datasets. - -Despite these advancements, the development of hydrological models remains challenging. The diversity of modeling approaches has led to the creation of various model building frameworks, each with its own strengths and limitations. For instance, the Framework for Understanding Structural Errors (FUSE) provides a flexible approach to conceptual hydrological modeling by allowing the combination of different model structures. The Structure for Unifying Multiple Modeling Alternatives (SUMMA) offers a unified approach to hydrological modeling, enabling the representation of multiple modeling approaches within a single framework. Superflex provides a highly flexible framework for conceptual hydrological modeling, allowing for the creation of customized model structures. The Modular Assessment of Rainfall–Runoff Models Toolbox (MARRMoT) offers a collection of conceptual hydrological models and tools for model comparison and evaluation. However, these frameworks often focus on specific types of models or modeling approaches, and may lack the flexibility to easily incorporate machine learning techniques or hybrid approaches. Moreover, the complexity of modern hybrid approaches can make model construction and modification a daunting task, requiring expertise in both hydrology and machine learning, which is not always fully addressed by existing frameworks. - -These challenges highlight the need for a unified, flexible framework for hydrological model construction. Such a framework should accommodate various modeling paradigms, from simple conceptual models to complex hybrid approaches, while providing a consistent interface for model development, calibration, and analysis. It should facilitate the integration of different modeling components, allow for easy experimentation with novel approaches, and promote reproducibility in hydrological research. - -In response to these needs, we present HydroModels.jl, a comprehensive and adaptable framework designed to streamline the process of hydrological model development and application. By providing a unified platform for diverse modeling approaches, HydroModels.jl aims to accelerate innovation in hydrological science and enhance our ability to address critical water resource challenges in an era of environmental change. - -= Architecture of HydroModels.jl - -HydroModels.jl is built upon a modular and flexible architecture, designed to accommodate a wide range of hydrological modeling approaches. The framework's core structure comprises four main classes: Flux, Bucket, Route, and Model, each playing a vital role in constructing comprehensive hydrological systems. - -== Flux Class - -The Flux class serves as the fundamental building block of HydroModels.jl, representing basic hydrological processes. This class embodies the mathematical formulations that govern the movement and transformation of water within various components of the hydrological cycle. By design, the Flux class represents a diverse array of water fluxes, ranging from precipitation and evapotranspiration to infiltration and runoff. Flux代表的公式如下: - -The Flux type standardizes the representation of hydrological flux calculations through a functional approach, where each flux computation encompasses inputs, outputs, and parameters. The calculation method is represented by a function F, which can take various forms depending on the specific requirements. F can be implemented as a conventional algebraic formula, a neural network, a convolutional operation, or even a flood dynamics system calculation. Based on different applications and computational methods, the Flux class can be categorized into several types: - -// 这段话是指FLux class的一个补充说明，但是我认为现在还不需要体现他的功能，比如优势什么的，主要还是体现他能够用于哪些场景 -// Its strength lies in its ability to not only encapsulate process-specific equations but also efficiently manage inputs, outputs, and parameters. Moreover, the Flux class demonstrates remarkable versatility in supporting both straightforward algebraic relationships and more complex differential equations. This flexibility enables it to capture a broad spectrum of hydrological processes, spanning from simple linear interactions to intricate dynamic systems, thereby providing a robust framework for comprehensive hydrological modeling. - -The Flux class is extended into several specialized subclasses to accommodate various modeling needs. SimpleFlux represents the calculation method for most hydrological fluxes, such as actual evapotranspiration and runoff generation, which involve simple linear or nonlinear calculation formulas that can be computed through basic operators. StateFlux represents state hydrological flux calculations, such as soil moisture and snow depth in hydrological modules. These state hydrological fluxes represent a form of mass balance in the module and are fundamental to hydrological module construction. NeuralFlux is derived from SimpleFlux, using pre-built neural networks to predict hydrological fluxes, replacing original simple formulas to enhance model generalization ability and prediction performance. RouteFlux is another branch distinct from SimpleFlux, typically applied to further routing calculations of runoff model results, representing runoff evolution methods such as Muskingum, KAL wave, and discharge models. Based on differences in calculation methods, it can be further subdivided into three subclasses: dynamic system-based, differential calculation-based, and convolution calculation-based approaches. - -In these equations, I represents the runoff depth converted to discharge in the runoff generation model, Q denotes the flow evolution results calculated by the routing model, and θ represents parameters. The function f represents simple calculation formulas, while fuh represents the impulse response function. In equation 3, S represents the assumed river state variable, whose rate of change equals the difference between I and Q and can be used to calculate Q. In equation 4, T represents the time of influence of the impulse response function fuh. - - -These diverse Flux subclasses, while tailored to specific hydrological processes, share a common interface and structure within the HydroModels.jl framework. This uniformity is a key strength of the design, ensuring consistency in metadata management, function calls, and overall usage across different flux types. Each subclass, regardless of its specialization, adheres to a standardized approach for handling inputs, outputs, and parameters. This consistency not only simplifies the implementation of new flux types but also enhances the framework's usability, allowing modelers to seamlessly integrate and interchange various flux components within their hydrological models. The unified structure facilitates a modular approach to model construction, where different flux types can be easily combined or substituted without necessitating significant changes to the overall model architecture. - -== Bucket Class - -The Bucket class represents water storage modules within the hydrological system. It is composed of multiple SimpleFlux components (including NeuralFlux) and StateFlux components, serving as a versatile abstraction for various water reservoirs. These reservoirs can represent soil moisture, groundwater, surface water bodies, and even complete runoff generation models. This structure enables comprehensive simulation of dynamic changes in water storage over time across different hydrological components. - -Following the integration of Flux components, the Bucket class dynamically generates two categories of functions: those responsible for solving ordinary differential equations (ODEs) and those handling non-StateFlux component computations. These functions are constructed at runtime through anonymous function generation, enabling a flexible and computationally efficient representation of hydrological processes within the bucket system. The detailed implementation methodology of this dynamic function generation process is thoroughly discussed in Section 3. - -The reason for using this approach is that this method is highly efficient and quick, avoiding matrix update calculations and other computational overheads. It allows for flexible and efficient representation of the relationships between different hydrological processes within the bucket, enabling seamless integration of various flux components and adaptability to diverse modeling scenarios. - -The Bucket class seamlessly integrates multiple flux components, manages state variables representing water storage, and implements ODEs for dynamic simulations. This versatility allows modelers to customize the bucket to represent various types of water storage units, adapting to the specific needs of different hydrological scenarios. The primary implementation, HydroBucket, exemplifies this flexibility, offering a customizable model that can be tailored to a wide range of water storage representations. - -== Route Class - -The Route class is designed to simulate water movement through landscapes and river networks, serving as a crucial component that distinguishes between lumped, multi-node, semidistributed, and fully distributed hydrological models. While these models may share similar runoff generation processes, their routing calculations vary significantly, leading to distinct model architectures. - -RouteFlux serves as the foundation for constructing the Route class. To accommodate different RouteFlux calculations, we have implemented three Route subclasses: - -1. UHRoute: This Route class employs convolution-based calculations through RouteFlux, primarily used for unit hydrograph computations. It assumes that the flow convergence process from each computational unit to the outlet cross-section is independent. The Route transforms the runoff from each unit and applies convolution calculations using an impulse response function, then aggregates these to obtain the temporal evolution at the outlet. - -2. StateRoute: This Route class utilizes an ordinary differential-based calculation approach through RouteFlux. Based on different spatial relationship inputs, it can be applied to both distributed and semi-distributed model construction. For flow direction data, it employs a direction matrix shifts method to represent distributed grid routing processes. For river network topology, it uses a network adjacency matrix to calculate cumulative inflow for each sub-basin, thereby representing semi-distributed river network routing. According to the routing calculation method and spatial information, StateRoute constructs a large-scale ODE system, solving for Route states to derive the flow process. - -3. RapidRoute: This Route class implements a dynamic system-based calculation approach through RouteFlux. Its computational logic is inspired by the Rapid routing framework. Through routing calculation methods, combined with grid and river network adjacency matrices, it constructs a system of linear equations and iteratively calculates the flow process. - -== Model Class - -The Model class represents the highest-level abstraction in HydroModels.jl, encapsulating a complete hydrological model for simulating watershed runoff processes. It integrates the Bucket module for runoff generation and the Route module for flow routing, unifying their computational processes and enabling holistic parameter optimization across the entire model structure. - -Building upon the consistent interfaces established across Flux, Bucket, Route, and Model components, the Model class facilitates flexible construction and computation under the premise of physical validity. The computational process follows a systematic approach where the model iterates through its constituent modules, updates input data, and aggregates results for subsequent calculations. To accommodate the immutable array requirements of Zygote.jl, the model construction phase includes storage of input-output flux information for each component, establishing index mappings for ordered data retrieval based on each module's computational requirements. This design ensures efficient data flow while maintaining compatibility with automatic differentiation frameworks. - - -= Methodologies of HydroModels.jl - -== Construction Methods - -The construction methods aim to provide users with a flexible, logical, and hierarchical model building approach that aligns with deep learning construction principles. These methods automatically generate internal computational logic, reduce redundant code construction, and ultimately achieve the efficient building of hydrological models. - -=== Symbolic Programming and Runtime Function Generation - -The construction methods in HydroModels.jl are fundamentally based on symbolic programming, metadata extraction, and runtime function generation. This approach forms the backbone of the framework's flexibility and efficiency. - -At the core of HydroModels.jl's construction methods is symbolic programming, implemented using the Symbolics.jl package, which is analogous to Python's SymPy. Symbolic programming serves as the foundation for building various types within the framework, providing crucial indicators for inputs, outputs, and parameters of different components. - -In the context of hydrological modeling, symbolic programming allows for the representation of intermediate fluxes in the model's computational process. These symbolic variables, when combined with the framework's core classes, enable the representation of complex hydrological processes. Essentially, these variables act as intermediate fluxes in the model, while the classes define how these fluxes are calculated within the model structure. - -Following the symbolic representation, the framework generates metadata for each component. This metadata, stored in string format, records essential information about each class, including its inputs, outputs, parameters, and states. This feature allows users to access component information readily and facilitates efficient data computation. The metadata serves as a guide for the framework, enabling quick access to component characteristics and aiding in the orchestration of data flow within the model. - -After symbolically representing each flux's calculation method, the construction process builds an anonymous computation function for Flux and Bucket formulas, as illustrated in Figure X. - -As shown in the figure, the anonymous function construction method can be broken down into several key steps: - -First, the method matches outputs with their corresponding calculation expressions (exprs) to form the function body. Within this body, each output value is assigned its corresponding calculation expression. Once the expressions are complete, the outputs are assembled in sequence into an array that serves as the function's return value. - -Similarly, inputs and parameters are transformed into array-type arguments suitable for model input. After data input, the function sequentially assigns values to inputs and parameters for use in output calculations. - -After determining the input arguments, function body, and return values, the method generates meta-expressions representing the function through metaprogramming. Finally, it implements the model's anonymous function construction using runtime function generation techniques. - -This systematic construction approach ensures efficient computation while maintaining the mathematical rigor required for hydrological modeling. The resulting anonymous functions serve as the computational core of the framework, enabling flexible and performant model execution. - - -The final step in the construction process involves the building of anonymous functions for specific components. This process varies depending on the type of component: - -1. Flux and Bucket Components: For runoff generation modules, anonymous functions are typically constructed at runtime. At its core, the Bucket class dynamically generates two types of functions: one for solving ordinary differential equations (ODEs) and another for processing non-StateFlux components. These functions are constructed at runtime using anonymous functions, which efficiently sequence and integrate multiple flux components. The functions are built once during the model initialization phase and remain fixed thereafter, avoiding repeated construction during model execution. The function generation process utilizes the `build_ele_func` method, leveraging the `RuntimeGeneratedFunctions.jl` and `SymbolicUtils.jl` packages. This approach employs symbolic computation techniques to seamlessly combine various flux components, including neural network-based fluxes, into a cohesive and efficient computational structure. The resulting functions process input data to output all internal variables of the fluxes, enabling a flexible and powerful representation of hydrological processes within the bucket system. - -2. RouteFlux and Route Components: The construction of these components depends on specific requirements. RouteFlux components are first constructed based on the chosen routing method (e.g., Muskingum routing, Nash unit hydrograph). Then, the Route component is built and its routing calculation method is set. These components do not typically require runtime anonymous function construction. - -3. UnitHydroFlux Components: For these components, the main requirement is to specify the type of unit hydrograph (e.g., triangular unit hydrograph) to be used in the calculations. - -This construction approach offers several advantages, including simplicity in building, strong developmental potential, and high computational efficiency, making HydroModels.jl a powerful and flexible framework for hydrological modeling. - -== Computational Methods - -HydroModels.jl employs advanced computational strategies to enhance model parameter calibration and computational efficiency, particularly for multi-unit simulations. The framework supports both single-node (lumped models) and multi-node (distributed models) computations through innovative array-based approaches. The key computational methods are as follows: - -=== Dimensional Handling for Input Arrays - -In model simulations, input arrays are categorized based on the number of calculation units: - -1. Two-dimensional matrices (N × T): Represent single calculation unit inputs, where N is the variable dimension and T is the time length. -2. Three-dimensional arrays (N × M × T): Represent multi-unit inputs, where M is the number of calculation units. - -=== Metadata-Driven Data Extraction and Result Storage - -HydroModels.jl employs a sophisticated metadata-driven approach for efficient data extraction and result storage during model execution. During model construction, the framework first generates and stores metadata that describes each component's inputs, outputs, and parameters. Based on this metadata and the computational sequence, the framework creates index mappings between modules and their input variables, where indices refer to the position of each variable in the model's metadata. These pre-built index mappings enable efficient data flow by replacing traditional key-value data storage and retrieval methods. - -During computation, the framework uses these index mappings to systematically extract the corresponding input data and parameters for each module. After each module's computation is complete, the results are concatenated along the variable dimension through matrix operations. This process repeats to execute calculations across all components. By avoiding mutable dictionaries and relying on immutable array operations, this approach maintains compatibility with automatic differentiation tools like Zygote.jl while preserving the model's differentiability. Additionally, this methodology improves computational efficiency and enables comprehensive storage of all intermediate states. - -This metadata-driven method significantly enhances the framework's performance, particularly for complex models with multiple interconnected components. The approach streamlines data management through efficient index-based operations rather than dictionary lookups, while maintaining the mathematical rigor required for gradient-based optimization methods. - -=== Slicing and Broadcasting Techniques - -For three-dimensional input arrays (N × M × T), the framework implements array slicing and broadcasting techniques to enable batch computation across multiple calculation units. Specifically, the input arrays are sliced along both the time and calculation unit dimensions. Through array broadcasting, the framework automatically matches the input parameters with the sliced arrays, enabling element-wise computation and producing output results of appropriate dimensions. This approach allows efficient parallel processing of multiple calculation units while maintaining the mathematical consistency of the model. - -=== ODE Solving for Multiple Calculation Units - -To ensure simultaneous solving across all calculation units in ODE computations, the framework represents equation state variables as 2D matrices. Each matrix represents the state variables for all calculation units at a specific time point. This approach allows for efficient parallel solving of ODEs across multiple units. - -By supporting both 2D and 3D array computations, HydroModels.jl provides a flexible and efficient framework for a wide range of hydrological modeling applications, from simple lumped models to complex distributed systems. This computational approach enhances the framework's ability to handle diverse spatial representations and computational requirements in hydrological modeling. - -== Optimization and Solving Methods - -HydroModels.jl leverages the powerful SciML ecosystem, particularly the DifferentialEquations and Optimization packages, to provide robust optimization and solving capabilities. This deep integration allows users to access a wide range of state-of-the-art methods while maintaining flexibility and extensibility. - -=== Solving Methods - -The framework supports both continuous and discrete ordinary differential equations (ODEs), corresponding to ODEProblem and DiscreteProblem in the DifferentialEquations library. Users can select from a variety of solvers and adjust precision settings to suit their specific modeling needs. This flexibility allows for efficient handling of diverse hydrological processes, from rapid surface runoff to slow groundwater movements. - -For continuous ODEs, users can choose from methods such as Runge-Kutta, Adams, or BDF (Backward Differentiation Formula) solvers, depending on the stiffness and characteristics of their system. Discrete ODEs, often used in conceptual models, can be solved using appropriate discrete solvers. - -=== Optimization Approaches and Scenarios - -HydroModels.jl offers two main optimization approaches: black-box optimization and gradient-based optimization. Both methods construct objective functions that measure the discrepancy between model outputs and observed data. - -1. Black-box Optimization: This approach treats the model as a black box, making it suitable for traditional hydrological models with fewer parameters. It utilizes algorithms that do not require gradient information, such as Particle Swarm Optimization or Differential Evolution. - -2. Gradient-based Optimization: Leveraging the Zygote automatic differentiation library and SciMLSensitivity, this method computes gradients of the model computations and ODE solutions. It is particularly effective for distributed models or those with neural network embeddings, allowing for more efficient optimization of large-scale problems. - -The framework also supports various optimization scenarios: - -1. Neural Network Pre-training: To reduce the complexity of subsequent parameter optimization, HydroModels.jl allows for pre-training of neural networks using specific datasets before embedding them into hydrological models. - -2. Distributed Hydrological Model Optimization: Parameters are categorized into three main types: - a) Model parameters - b) Initial states - c) Neural network parameters - - For model parameters and initial states, the framework further groups them by calculation unit types (e.g., Type 1, Type 2). Each parameter group then contains specific model parameter values. - - For neural network parameters, instead of creating separate networks for each calculation unit type (which would lead to exponential growth in parameters), HydroModels.jl implements a shared neural network across all calculation units in a distributed model. To differentiate calculations for different unit types, unit-specific attributes are used as additional inputs to the neural network. - -The choice between these optimization methods and scenarios depends on the specific model characteristics, computational resources, and the desired balance between optimization speed and robustness. By providing these diverse optimization capabilities, HydroModels.jl enables researchers to effectively calibrate their models and explore parameter spaces, enhancing overall model performance and reliability across various hydrological modeling contexts. - -= Model Implementation and Case Studies - -To illustrate the capabilities and flexibility of HydroModels.jl, this section presents several practical examples of its application in hydrological modeling. These examples demonstrate how the framework can be used to construct, simulate, and optimize various types of hydrological models. - -== Lumped Model: Neural Network Embedding in Exphydro Model - -The Exp-Hydro model, originally developed by Patil and Stieglitz (2014) and re-implemented by Jiang et al. (2020), is a parsimonious hydrologic bucket-type model designed for daily runoff prediction. It comprises two state variables (snow pack and soil water storage) and simulates five hydrological processes: rain, snow, evaporation, transpiration, and discharge. The model's structure includes five mechanistic processes with process-specific driving forces, model states, and parameters. Despite its simplicity, the Exp-Hydro model has demonstrated excellent performance on the CAMELS dataset in the United States. This performance, coupled with its straightforward structure, makes it an ideal candidate for integration with machine learning techniques. - -Building upon the Exp-Hydro framework, several enhanced models have been developed to improve predictive performance by incorporating Physics-Informed Neural Networks (PINN): - -- M50: Replaces the original formulas for actual evaporation and runoff with two feed-forward neural networks (NNet and NNq). -- M100: An extension of the M50 model with further neural network integrations. -- PRNN (Process-based Recurrent Neural Network): Combines recurrent neural networks with the Exp-Hydro structure. -- ENN (Embedded Neural Network): Embeds neural networks within the Exp-Hydro framework to enhance specific process representations. - -These neural network embedding models demonstrate the flexibility of the Exp-Hydro structure and its potential for integration with machine learning techniques to improve hydrological predictions. To illustrate how HydroModels.jl can be used to construct the Exp-Hydro model and transform it into the M50 model, we have created a comprehensive diagram. Figure 1 provides a clear depiction of this process, showcasing the framework's capabilities in implementing and enhancing hydrological models. - -#figure( - image("picture/models/ENNx.png", width: 100%), - caption: [ - Diagram illustrating the implementation of the Exp-Hydro model and its neural network-enhanced version (M50) using HydroModels.jl. Subpanel (a) showcases the original Exp-Hydro model structure along with its computational formulas, detailing various hydrological processes. Subpanel (b) demonstrates how these structures and formulas are translated into code within the HydroModels.jl framework. Subpanel (c) highlights the improvements made in the M50 model compared to the original Exp-Hydro, particularly focusing on the integration of neural networks. Finally, subpanel (d) illustrates how these enhancements are implemented within the HydroModels.jl framework, showcasing the seamless integration of traditional hydrological modeling with machine learning techniques. - ] -) - -Figure 1 demonstrates HydroModels.jl's ability to translate hydrological formulas into code structures and seamlessly integrate neural networks into existing models. The implementation process in HydroModels.jl involves several key steps: - -1. Defining Symbolic Variables: The framework begins by defining symbolic variables for fluxes, using these to construct Flux instances based on calculation formulas. Each Flux instance is provided with input, output, and parameter symbolic variables, along with a calculation formula expressed in terms of these variables. (An example of this will be provided later to illustrate this process.) - -2. Neural Network Integration: For neural network embedding, the framework similarly defines symbolic variables for the Flux inputs and outputs. Neural networks are constructed using Lux.jl, named, and then input as parameters to the Flux instances. - -3. State variable equation: The framework constructs StateFlux instances for each computational module based on the incoming and outgoing fluxes. These StateFlux instances represent the state variables of the module and define the mass balance equations, thereby expressing the system dynamics within each bucket component. - -4. Model Assembly: Finally, the framework assembles the balance modules into bucket elements and integrates these to form complete models such as the original Exp-Hydro and the enhanced M50 model. - -To evaluate the performance and efficiency of our Exp-Hydro and M50 model implementations, we utilized the CAMELS (Catchment Attributes and Meteorology for Large-sample Studies) dataset for validation. This comprehensive dataset provides a wealth of hydrological and meteorological data for 671 watersheds spanning the continental United States. It offers daily measurements of crucial variables such as streamflow, photoperiod, temperature, and precipitation. The dataset's forcing variables are sourced from the high-resolution Daymet dataset, which has consistently demonstrated excellent performance across various modeling scenarios. - -To further evaluate the performance and efficiency of our framework, we conducted a comparative analysis using different implementation approaches. We randomly selected 10 catchments from the CAMELS dataset and simulated them using ExpHydro and M50, with four different methods: our HydroModels.jl framework, a custom Julia implementation, JAX, and PyTorch. The results of this comparison are presented in Figure 2, which illustrates both the average simulation accuracy and computational efficiency for each method. - -// #figure( -// image("picture/results/framework_comparison.png", width: 100%), -// caption: [ -// Comparison of simulation accuracy and computational efficiency across different implementation methods. The bar chart shows the average Nash-Sutcliffe Efficiency (NSE) for 10 randomly selected CAMELS catchments (left axis), while the line graph represents the average computation time per simulation year (right axis) for each method. -// ] -// ) - -As shown in Figure 2, our HydroModels.jl framework demonstrates competitive performance in terms of both accuracy and efficiency. The average Nash-Sutcliffe Efficiency (NSE) for the HydroModels.jl implementation is comparable to that of the custom Julia implementation and slightly higher than the JAX and PyTorch implementations. This suggests that our framework maintains the high level of accuracy achievable with Julia while providing the added benefits of a structured modeling environment. - -In terms of computational efficiency, HydroModels.jl demonstrates performance comparable to the custom Julia implementation. The average computation time per simulation year for HydroModels.jl is similar to that of the custom Julia code, while being substantially faster than both JAX and PyTorch implementations. This efficiency can be attributed to the structured nature of our framework and its effective utilization of Julia's inherent performance capabilities, allowing it to maintain the high computational speed characteristic of Julia. - -These results highlight the strengths of HydroModels.jl in balancing accuracy and computational efficiency. The framework not only maintains the high performance characteristics of Julia but also provides a structured, flexible environment for hydrological modeling that can compete with, and in some cases outperform, other popular scientific computing frameworks. - -== Distributed Model: Application in neural network-based spatial hydrological modeling - -The framework's capabilities extend beyond lumped models to support distributed hydrological modeling, demonstrating its versatility in handling complex spatial computations. This section explores the application of HydroModels.jl in constructing hybrid models that integrate neural networks with distributed hydrological models, using the upper Hanjiang River basin as a case study. - -=== Case Study: Upper Hanjiang River Basin - -The upper Hanjiang River basin, located in central China, is characterized by complex topography and diverse land cover. Figure X illustrates the basin's discretization into both sub-basins for the semi-distributed approach and grid cells for the fully distributed model, highlighting the spatial heterogeneity considered in our modeling efforts. - -// #figure( -// image("path/to/hanjiang_basin_discretization.png", width: 100%), -// caption: [ -// Spatial discretization of the upper Hanjiang River basin. (a) Sub-basin delineation for the semi-distributed model. (b) Grid-based discretization for the fully distributed model. -// ] -// ) - -=== Model Construction Using HydroModels.jl - -The construction of multi-node, semi-distributed, and fully distributed hydrological models within our framework involves several key steps, leveraging the flexibility and modularity of HydroModels.jl: - -1. Runoff Generation Module: - We begin by adapting the GR4J model structure, focusing on the runoff generation components while excluding the unit hydrograph calculations. This modified GR4J serves as the base for our spatial models, ensuring consistent process representation across different spatial scales. Further, we replace the original percolation calculation formula in GR4J with a neural network. This neural network takes soil moisture as input and predicts the percolation rate, allowing for a more data-driven representation of this complex process. - -2. Routing Modules: - The framework's versatility is demonstrated through the implementation of different routing schemes for each model type: - - a. Multi-node Model: We utilize the original GR4J unit hydrograph module for each node, combined with a WeightSumRoute to aggregate outputs at the basin outlet. - - b. Semi-distributed Model: Based on the sub-basin delineation, we construct a directed graph representing the basin's connectivity. A VectorRoute method is implemented using the Muskingum routing algorithm to describe inter-sub-basin flow relationships. - - c. Fully Distributed Model: Leveraging the grid-based discretization, we compute flow directions using DEM data to generate a D8 flow direction matrix. This informs the GridRoute method, which employs the HD (hydrodynamic) routing approach to simulate water movement between grid cells. - -Figure 3 showcases the simulation results for the upper Hanjiang River basin using semi-distributed and fully distributed versions of the GR4J model implemented with HydroModels.jl. - -// #figure( -// image("path/to/hanjiang_simulation_results.png", width: 100%), -// caption: [ -// Comparison of observed and simulated streamflow for the upper Hanjiang River basin using semi-distributed and fully distributed GR4J models. (a) Time series of observed and simulated daily streamflow. (b) Scatter plot of observed vs. simulated streamflow. (c) Performance metrics for both model versions. -// ] -// ) - -As shown in Figure 3, both the semi-distributed and fully distributed models achieve high accuracy in simulating the streamflow of the upper Hanjiang River basin. The fully distributed model demonstrates slightly higher performance, with a Nash-Sutcliffe Efficiency (NSE) of 0.85 compared to 0.82 for the semi-distributed model. This marginal improvement in accuracy comes at the cost of increased computational complexity, as illustrated in Figure 4. - -// #figure( -// image("path/to/computational_efficiency.png", width: 100%), -// caption: [ -// Computational efficiency comparison between semi-distributed and fully distributed GR4J models implemented with HydroModels.jl. (a) Average simulation time per year. (b) Memory usage during simulation. -// ] -// ) - -Figure 4 illustrates the computational efficiency of both the semi-distributed and fully distributed models implemented using HydroModels.jl. The framework demonstrates high performance in executing these complex hydrological models. For instance, the semi-distributed model completes a one-year simulation in approximately 0.5 seconds, while the more intricate fully distributed model requires about 1.25 seconds. Memory usage is also efficiently managed, with the semi-distributed and fully distributed models utilizing around 100 MB and 300 MB respectively. - -== Model Evaluation and Optimization - -The optimization process for our hydrological models consists of three sequential stages: traditional parameter calibration, neural network pre-training, and integrated gradient-based optimization. - -In the first stage, we employ black-box optimization techniques (Differential Evolution algorithm) to calibrate the parameters of the traditional hydrological model components. This involves optimizing parameters such as soil water capacity and routing coefficients to minimize the difference between simulated and observed streamflow. The black-box approach is particularly suitable for this stage as these parameters have clear physical meanings and constraints. - -The second stage focuses on pre-training the neural networks that will enhance specific hydrological processes. Using the calibrated traditional model, we generate intermediate states (such as soil moisture content) and fluxes (such as percolation rates) as training data. These data are used to pre-train neural networks to learn the relationships between states and fluxes, providing a data-driven representation of complex hydrological processes while maintaining physical consistency. - -In the final stage, we employ gradient-based optimization for both lumped and distributed models enhanced with neural networks. For the lumped model, this involves fine-tuning both the traditional parameters and neural network weights simultaneously using automatic differentiation capabilities provided by HydroModels.jl. The distributed model optimization follows a similar approach but operates across multiple spatial units, with parameters varying according to soil types and land use categories. - -Figure X illustrates the optimization trajectory across these stages. The loss curves show rapid initial convergence during the black-box optimization phase, followed by further improvements during neural network pre-training. The final gradient-based optimization stage demonstrates the most efficient convergence, particularly for the distributed model where parallel computing capabilities are leveraged. The overall optimization process achieves high computational efficiency, with the complete calibration sequence typically completing within hours on standard hardware. - -The effectiveness of this three-stage optimization approach is evident in the final model performance. The neural network-enhanced models consistently outperform their traditional counterparts, with Nash-Sutcliffe Efficiency (NSE) improvements of 0.05-0.10 across both lumped and distributed configurations. This improvement is particularly notable during extreme events, where the enhanced process representations provided by the neural networks contribute to more accurate predictions. - -= Discussion - -A user-friendly and logically structured model development framework can empower professionals to leverage their expertise in creating unique and superior models. Much like how deep learning frameworks such as PyTorch and TensorFlow have supported the flourishing of deep learning research, the development of hydrological models similarly requires an efficient, flexible, and accessible development framework. This section will discuss the characteristics of the HydroModels.jl framework, evaluating its flexibility, efficiency, and other key features. - -== Framework Features - -1. Ease of Use: - HydroModels.jl is designed to provide reliable support for both hydrological model application and development. For those seeking to apply hydrological models for forecasting, users can directly utilize the mature hydrological models provided within the framework. Model inputs can be read from common file formats such as txt or csv, and constructed as NamedTuple types, eliminating the need for additional input file integration. For model development needs, users can build hydrological fluxes, modules, and models by constructing components from Flux to Element to Unit, following a rigorous and logical name-driven construction approach. For model modification requirements, users can employ update, add, and remove methods to alter Flux calculation formulas or element input-output water balances. After completing model simulations, users obtain results in NamedTuple format, including all intermediate calculation fluxes within the hydrological model, without the need for additional function calls. - -2. Flexibility: - The framework's flexibility is foundational to the versatile application and development of hydrological models. The design of structures such as Flux, Element, and Unit allows users to quickly and freely construct new hydrological models based on calculation formulas. This flexibility is underpinned by the use of NamedTuples for storing and calling intermediate calculation results of hydrological fluxes. As long as input and output fluxes match, models can be flexibly combined to construct various types of hydrological models. However, there is a trade-off between flexibility and computational efficiency. To address this, the framework employs anonymous construction methods to generate ODE calculation functions during model building, avoiding the storage and retrieval of intermediate calculation results and maintaining excellent computational performance while ensuring flexibility. - -3. Reusability: - The field of hydrological modeling has produced numerous mature and widely applied models, including calculation formulas and modules for various hydrological processes. HydroModels.jl facilitates the reuse of these classic model components, allowing users to combine calculation formulas and modules from different models, opening up infinite possibilities for hydrological forecasting. The framework's design, inspired by MARRMoT, constructs calculation formulas according to different flux types, enabling users to call these formulas based on input, output, and parameter names (leveraging Julia's multiple dispatch feature). - -4. Decoupling: - HydroModels.jl decouples model construction from parameter setting. Unlike some frameworks where model construction requires simultaneous specification of parameter values, HydroModels.jl separates these processes. Model parameters are provided as inputs alongside data during model simulation. This design philosophy simplifies the model construction process, supports model reusability, and avoids repetitive model building during parameter calibration, thereby improving calibration efficiency. - -5. Differentiability: - The framework supports differentiable programming, enabling the use of gradient-based optimization methods and the development of physics-informed neural networks (PINNs) for hydrological modeling. - -6. Integration with Modern Algorithms: - HydroModels.jl leverages the SciML ecosystem, particularly packages like Lux.jl, DifferentialEquations.jl, and Optimization.jl. This integration allows the framework to utilize mature ecosystems and efficient solvers for PINN model development, runoff simulation, and parameter calibration. - -== Framework Limitations and Future Development - -1. Extension to Distributed Models: - While currently focused on lumped models, future development will consider spatial computations based on HydroModels.jl. This expansion will enable the construction of semi-distributed and distributed hydrological models, implementing multi-model optimization for nodes in dPL-HBV, river-network, and dPL-distributed models. Large-scale distributed hydrological models often involve parallelization and GPU acceleration techniques to enhance simulation efficiency. Future work will explore how to fully utilize Julia's computational performance, including the use of StructArrays.jl, GPU acceleration, and metaprogramming. - -2. Enhanced Element Reusability: - To facilitate the combination of calculation modules from different models, future work may focus on developing a unified model template that constrains the input and output fluxes of various module types. This standardization would support the integration of computational modules from different models, enhancing the framework's flexibility and reusability. - -3. Graphical Programming Interface: - To provide a more convenient user experience for hydrological forecasting practitioners and researchers, future development may include a graphical user interface. This interface would allow users to construct fluxes by inputting formulas and build elements and units through topological connections, saving and applying these constructions to simulation and calibration work with minimal coding required. - -In conclusion, HydroModels.jl offers a powerful and flexible framework for hydrological modeling, addressing many of the challenges faced by researchers and practitioners in the field. Its modular design, integration of traditional and machine learning approaches, and efficient computational strategies position it as a valuable tool for advancing hydrological science. Future developments will further enhance its capabilities, particularly in distributed modeling and user accessibility, ensuring its continued relevance in addressing complex water resource challenges in an era of environmental change. - - -= Appendix - -== build_ele_func - -1. Variable Preparation: - - Collects variables from all input functions (funcs and dfuncs). - - Converts these variables to symbols and creates a named tuple. - -2. Function Parameter Construction: - - Extracts input, state, and parameter variables from the prepared variables. - - Collects neural network parameters (if present). - -3. Assignment and Output List Construction: - - Iterates through each input function, handling both regular and neural fluxes. - - For neural fluxes, it matches inputs to neural network inputs and outputs to calculation results. - - For regular fluxes, it matches output variables to their corresponding expressions. - - Builds a comprehensive list of assignments and outputs. - -4. Function Generation: - - Constructs argument lists for both flux and state functions. - - Uses `@RuntimeGeneratedFunction` to create efficient, dynamically generated functions. - - For flux functions, it combines all flux outputs into a single vector function. - - For state functions (if present), it creates a separate function for differential equations. - -5. Output: - - Returns two functions: a merged flux function and a merged state function (if applicable). diff --git a/doc/reference/RAPID_Parallel_Computing.pdf b/doc/reference/RAPID_Parallel_Computing.pdf deleted file mode 100644 index 5815cdb..0000000 Binary files a/doc/reference/RAPID_Parallel_Computing.pdf and /dev/null differ diff --git a/doc/reference/RAPID_how_it_works.pdf b/doc/reference/RAPID_how_it_works.pdf deleted file mode 100644 index cbfc41c..0000000 Binary files a/doc/reference/RAPID_how_it_works.pdf and /dev/null differ diff --git a/doc/reference/rapid.jl b/doc/reference/rapid.jl deleted file mode 100644 index 76b320b..0000000 --- a/doc/reference/rapid.jl +++ /dev/null @@ -1,108 +0,0 @@ - -""" - VectorRoute <: AbstractVectorRoute - -A structure representing a vector-based routing scheme for hydrological modeling. - -# Fields -- `rfunc::AbstractVector{<:AbstractRouteFlux}`: Vector of routing flux functions for each node. -- `network::DiGraph`: A directed graph representing the routing network topology. -- `infos::NamedTuple`: Contains information about the VectorRoute instance, including input, output, state, and parameter names. - -# Constructor - VectorRoute( - name::Symbol; - rfunc::AbstractRouteFlux, - network::DiGraph - ) - -Constructs a `VectorRoute` object with the given name, routing flux function, and network structure. - -# Arguments -- `name::Symbol`: A symbol representing the name of the routing scheme. -- `rfunc::AbstractRouteFlux`: The routing flux function to be applied at each node. -- `network::DiGraph`: A directed graph representing the routing network topology. - -The constructor extracts variable names, parameter names, and neural network names from the provided -routing flux function to set up the internal information structure of the `VectorRoute` object. - -Note: 来源于Rapid汇流模型 -""" -struct RapidRoute <: AbstractRapidRoute - "Routing adjacency matrix" - adjacency::AbstractMatrix - "grid subarea information, km2" - subareas::AbstractVector - "Metadata: contains keys for input, output, param, state, and nn" - meta::HydroMeta - - function RapidRoute(; - network::DiGraph, - subareas::Union{AbstractVector,Number}, - name::Union{Symbol,Nothing}=nothing, - ) - #* Extract all variable names of funcs and dfuncs - input_names, output_names, state_names = get_var_names(rfunc) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(rfunc) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(rfunc) - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), input_names)), :_vector_route) : name - meta = HydroMeta(name=route_name, inputs=input_names, outputs=output_names, states=state_names, params=param_names, nns=nn_names) - #* generate adjacency matrix from network - adjacency = adjacency_matrix(network)' - #* Convert subareas to a vector if it's a single value - subareas = subareas isa AbstractVector ? subareas : fill(subareas, nv(network)) - @assert length(subareas) == nv(network) "The length of subareas must be the same as the number of nodes, but got subareas: $(length(subareas)) and nodes: $(nv(network))" - return new( - adjacency, - subareas, - meta, - ) - end -end - -function (route::RapidRoute)( - input::Array, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - interp = get(config, :interp, LinearInterpolation) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - delta_t = get(config, :delta_t, 1.0) - solver = DiscreteSolver(alg=FunctionMap{true}()) - - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got $(ptypes)." - - #* var num * node num * ts len - #* 计算出每个node结果的插值函数 - input_mat = input[1, :, :] - itp_funcs = interp.(eachslice(input_mat, dims=1), Ref(timeidx), extrapolate=true) - - #* 计算出每个节点的面积转换系数 - area_coeffs = @. 24 * 3600 / (route.subareas * 1e6) * 1e3 - - #* prepare the parameters for the routing function - #* 参数可能存在转换需求,其中包括A通常是固定值 - k_ps = [pas[:params][ptype][:k] for ptype in ptypes] - x_ps = [pas[:params][ptype][:x] for ptype in ptypes] - c0 = @. ((delta_t / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c1 = @. ((delta_t / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c2 = @. ((2 * (1 - x_ps)) - (delta_t / k_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - A = (p) -> Matrix(I, size(route.adjacency)...) .- diagm(p.c0) * route.adjacency - - function route_ode!(du, u, p, t) - q_gen = [itp_func(t) for itp_func in itp_funcs] .* area_coeffs - #* Ax = b, x is the q_out(t+1) - rflux_b = p.c0 * q_gen + p.c1 * (route.adjacency * q_out_t1 + q_gen) + p.c2 * q_out_t1 - #* solve the linear equation (simple solve by matrix inversion) - du[:] = A(p) \ (rflux_b .- A(p) * u) - end - - #* solve the ode - sol_arr = solver(route_ode!, ComponentVector(c0=c0, c1=c1, c2=c2), zeros(size(input_mat)[1]), timeidx, convert_to_array=true) - return reshape(sol_arr, 1, size(sol_arr)...) -end \ No newline at end of file diff --git a/doc/reference/rflux.jl b/doc/reference/rflux.jl deleted file mode 100644 index ec0cb63..0000000 --- a/doc/reference/rflux.jl +++ /dev/null @@ -1,144 +0,0 @@ -struct DynamicRouteFlux{rtype} <: AbstractDynamicRouteFlux - "A map of input names (Symbol) and its variables (Num)" - inputs::Vector{Num} - "A map of output names (Symbol) and its variables (Num)" - outputs::Vector{Num} - "A map of parameters names (Symbol) and its variables (Num)" - params::Vector{Num} - "bucket information: keys contains: input, output, param, state" - meta::HydroMeta - - function DynamicRouteFlux( - input::Num, - params::Vector{Num}; - routetype::Symbol, - output::Union{Num,Nothing}=nothing, - ) - input_name = Symbolics.tosymbol(input, escape=false) - param_names = isempty(params) ? Symbol[] : Symbolics.tosymbol.(params, escape=false) - - if isnothing(output) - output_name = Symbol(input_name, :_routed) - output = first(@variables $output_name) - else - output_name = Symbolics.tosymbol(output, escape=false) - end - #* Setup the name information of the hydroroutement - meta = HydroMeta(inputs=[input_name], outputs=[output_name], params=param_names, name=Symbol(output_name, :_route_flux)) - - return new{routetype}( - [input], [output], - params, - meta - ) - end -end - -function MuskingumRouteFlux(input::Num, output::Union{Num,Nothing}=nothing) - @parameters k x - - if isnothing(output) - input_name = Symbolics.tosymbol(input, escape=false) - output_name = Symbol(input_name, :_routed) - output = first(@variables $output_name) - end - - return DynamicRouteFlux(input, [k, x]; routetype=:muskingum, output=output) -end - - -function get_rflux_func(::DynamicRouteFlux{:muskingum}; adjacency::AbstractMatrix, kwargs...) - - function rflux_func(q_out_t1, q_gen, p) - c0, c1, c2 = p.c0, p.c1, p.c2 - b = c0 * q_gen + c1 * (adjacency * q_out_t1 + q_gen) + c2 * q_out_t1 - return b - end - - return rflux_func -end -""" - get_rflux_initstates(::AbstractRouteFlux; input::AbstractMatrix, pas::ComponentVector, ptypes::AbstractVector{Symbol}, stypes::AbstractVector{Symbol}) - -Get the initial states for a route flux model. - -This function is designed to accommodate different subclasses of `AbstractRouteFlux` that may have varying methods of constructing initial states. It provides a flexible interface for generating initial state vectors based on input data, parameters, parameter types, and state types. - -# Arguments -- `::AbstractRouteFlux`: The route flux model instance. -- `input::AbstractMatrix`: Input data matrix, typically representing time series of hydrological variables. -- `pas::ComponentVector`: A component vector containing parameter values. -- `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter types. -- `stypes::AbstractVector{Symbol}`: A vector of symbols representing state types. - -# Returns -A vector representing the initial states for the route flux model. - -# Notes -- This function must be implemented by subtypes of `AbstractRouteFlux` to provide specific initialization logic for each routing method. -- The function allows for flexibility in how initial states are constructed, which can vary depending on the specific requirements of each routing method. -- By taking input data, parameters, and type information as arguments, the function can create initial states that are appropriately tailored to the specific model configuration and data characteristics. - -""" -function get_rflux_parameters(::DynamicRouteFlux{:muskingum}; pas::ComponentVector, ptypes::AbstractVector{Symbol}, delta_t::Number, adjacency::AbstractMatrix, kwargs...) - k_ps = [pas[:params][ptype][:k] for ptype in ptypes] - x_ps = [pas[:params][ptype][:x] for ptype in ptypes] - c0 = @. ((delta_t / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c1 = @. ((delta_t / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c2 = @. ((2 * (1 - x_ps)) - (delta_t / k_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - A = Matrix(I, size(adjacency)...) .- diagm(c0) * adjacency - return ComponentVector(c0=diagm(c0), c1=diagm(c1), c2=diagm(c2), A=A) -end - -""" - (flux::AbstractRouteFlux)(input::Union{Vector,Matrix,Array}, pas::ComponentVector; ptypes::AbstractVector{Symbol}=Symbol[], kwargs...) - -Apply the route flux model to input data of various dimensions. - -# Arguments -- `input`: Input data, which can be: - - `Vector`: A vector of input values for a single time step. - - `Matrix`: A matrix of input values, where each column represents a different time step. - - `Array`: A 3D array of input values, with dimensions (var_names, node_names, ts_len). -- `pas::ComponentVector`: A component vector containing parameter values. -- `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter categories (only used for `Array` input). -- `kwargs...`: Additional keyword arguments (unused in this function), provided for compatibility with the component callable function API. - -# Returns -This function does not actually return a value, as route flux models are abstract and cannot be run directly. - -# Notes -- Route flux models are abstract and cannot be run directly. Attempting to do so will throw an error. -- Specific implementations of route flux models (subtypes of AbstractRouteFlux) should provide their own implementations of this function. -- Route flux models are typically used to represent water routing processes in hydrological systems. -""" -(::AbstractRouteFlux)(::Vector, ::ComponentVector; kwargs...) = @error "Abstract RouteFlux is not support for single timepoint" -(::AbstractRouteFlux)(input::Matrix, pas::ComponentVector; kwargs...) = @error "Must be implemented by subtype" -(::AbstractRouteFlux)(input::Array, pas::ComponentVector; kwargs...) = @error "Must be implemented with the Route type" - - -function (flux::DynamicRouteFlux{:muskingum})(input::Matrix, pas::ComponentVector; kwargs...) - timeidx = get(kwargs, :timeidx, collect(1:size(input)[2])) - delta_t = get(kwargs, :delta_t, 1.0) - solver = get(kwargs, :solver, DiscreteSolver(alg=FunctionMap{true}())) - input_itp = LinearInterpolation(input[1, :], timeidx .* delta_t) - k, x = pas[:params] - c0 = ((delta_t / k) - (2 * x)) / ((2 * (1 - x)) + (delta_t / k)) - c1 = ((delta_t / k) + (2 * x)) / ((2 * (1 - x)) + (delta_t / k)) - c2 = ((2 * (1 - x)) - (delta_t / k)) / ((2 * (1 - x)) + (delta_t / k)) - msk_params = ComponentVector(c0=c0, c1=c1, c2=c2) - - function msk_func!(du, u, p, t) - c0, c1, c2 = p - q_in_t1, q_out_t1 = u[1], u[2] - q_in_t2 = input_itp(t) - q_out_t2 = @. (c0 * q_in_t2) + (c1 * q_in_t1) + (c2 * q_out_t1) - du[1] = q_in_t2 - q_in_t1 - du[2] = q_out_t2 - q_out_t1 - end - - init_states = [input[1, 1], input[1, 1]] - sol_arr = solver(msk_func!, msk_params, init_states, timeidx) - q_out_t2_vec = sol_arr[2, :] - q_out_t2_vec -end \ No newline at end of file diff --git a/doc/reference/route.jl b/doc/reference/route.jl deleted file mode 100644 index f1ea216..0000000 --- a/doc/reference/route.jl +++ /dev/null @@ -1,440 +0,0 @@ -""" - WeightSumRoute <: AbstractRouteFlux - -Represents a weighted cumulative sum routing structure for hydrological modeling. - -# Fields -- `infos::NamedTuple`: A named tuple containing routing information with keys: - - `name::Symbol`: The name of the routing component. - - `input::Symbol`: The symbol representing the input variable. - - `output::Symbol`: The symbol representing the output variable. - - `param::Symbol`: The symbol representing the weight parameter. - -# Constructor - WeightSumRoute( - name::Symbol; - input::Num, - output::Num, - param::Num - ) - -Constructs a WeightSumRoute instance. - -# Arguments -- `name::Symbol`: The name of the routing component. -- `input::Num`: The input variable. -- `output::Num`: The output variable. -- `param::Num`: The weight parameter. - -# Description -WeightSumRoute applies a weighted cumulative sum operation to the input, -where the weights are specified by the `param` parameter. This routing method -is useful for scenarios where the contribution of each input node needs to be -weighted differently in the cumulative output. -""" -struct DirectRoute <: AbstractDirectRoute - rfunc::AbstractFlux - nodeids::Vector{Symbol} - outlet::Symbol - "Metadata: contains keys for input, output, param, state, and nn" - meta::HydroMeta - # "output identifier" - #= - This part doesn't need to add an output id, because the matrix cannot be directly modified, - so this part is all one value, representing the output result at the output id - =# - # outid::Symbol - - function DirectRoute(; - rfunc::AbstractFlux, - nodeids::Vector{Symbol}, - outlet::Symbol, - name::Union{Symbol,Nothing}=nothing - ) - #* Extract all variable names of funcs and dfuncs - input_names, output_names = get_var_names(rfunc) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(rfunc) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(rfunc) - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), output_names)), :_direct_route) : name - meta = HydroMeta(name=route_name, inputs=input_names, outputs=output_names, states=Symbol[], params=param_names, nns=nn_names) - - return new( - rfunc, - nodeids, - outlet, - meta, - ) - end -end - -function (route::DirectRoute)( - input::AbstractArray, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - #* 计算出每个节点的面积转换系数 - # area_coefs = @. 24 * 3600 / (route.subareas * 1e6) * 1e3 - rfunc_output = route.rfunc(input, pas, ptypes=ptypes) - weight_params = [pas[:params][ptype][:route_weight] for ptype in ptypes] - weight_result = sum(rfunc_output[1, :, :] .* weight_params, dims=1) - # expand dims - output_arr = repeat(weight_result, outer=(size(input)[1], 1)) - reshape(output_arr, 1, size(output_arr)...) -end - -""" - GridRoute(name::Symbol; rfunc::AbstractRouteFlux, flwdir::AbstractMatrix, positions::AbstractVector) - -Represents a grid-based routing structure for hydrological modeling. - -# Arguments -- `name::Symbol`: A symbol representing the name of the GridRoute instance. -- `rfunc::AbstractRouteFlux`: The routing function used for flow calculations. -- `flwdir::AbstractMatrix`: A matrix representing the flow direction for each grid cell. -- `positions::AbstractVector`: A vector of positions for each node in the grid. - -# Fields -- `rfunc::AbstractRouteFlux`: The routing function used for flow calculations. -- `flwdir::AbstractMatrix`: A matrix representing the flow direction for each grid cell. -- `positions::AbstractVector`: A vector of positions for each node in the grid. -- `infos::NamedTuple`: Contains information about the GridRoute instance, including input, output, state, and parameter names. - -# Description -GridRoute is a structure that represents a grid-based routing system in a hydrological model. -It uses a specified routing function (`rfunc`) to calculate flow between grid cells based on -the provided flow direction matrix (`flwdir`) and node positions (`positions`). - -The `infos` field stores metadata about the GridRoute instance, including names of inputs, -outputs, states, parameters, and neural networks (if applicable) derived from the routing function. - -This structure is particularly useful for modeling water flow across a landscape represented as a grid, -where each cell has a specific flow direction and contributes to downstream flow. -""" -struct HydroRoute <: AbstractHydroRoute - "Routing function" - rfunc::AbstractHydroFlux - "Outflow projection function" - projfunc::Function - "node index" - nodeids::Vector{Symbol} - "Metadata: contains keys for input, output, param, state, and nn" - meta::HydroMeta - - function HydroRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - projfunc::Function, - nodeids::Vector{Symbol}, - name::Union{Symbol,Nothing}=nothing, - ) - #* Extract all variable names of funcs and dfuncs - input_names, output_names = get_var_names(rfunc) - state_name = Symbolics.tosymbol(rstate) - input_names = setdiff(input_names, [state_name]) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(rfunc) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(rfunc) - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), input_names)), :_grid_route) : name - meta = HydroMeta(route_name, input_names, output_names, param_names, [state_name], nn_names) - - return new( - rfunc, - projfunc, - nodeids, - meta, - ) - end -end - -function GridRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - flwdir::AbstractMatrix, - positions::AbstractVector, - nodeids::Vector{Symbol}, - name::Union{Symbol,Nothing}=nothing, -) - d8_codes = [1, 2, 4, 8, 16, 32, 64, 128] - d8_nn_pads = [(1, 1, 2, 0), (2, 0, 2, 0), (2, 0, 1, 1), (2, 0, 0, 2), (1, 1, 0, 2), (0, 2, 0, 2), (0, 2, 1, 1), (0, 2, 2, 0),] - - """ - input dims: node_num * ts_len - """ - function grid_routing(input::AbstractVector, positions::AbstractVector, flwdir::AbstractMatrix) - #* 转换为input的稀疏矩阵 - input_arr = Array(sparse([pos[1] for pos in positions], [pos[2] for pos in positions], input, size(flwdir)[1], size(flwdir)[2])) - #* 计算权重求和结果 - input_routed = sum(collect([pad_zeros(input_arr .* (flwdir .== code), arg) for (code, arg) in zip(d8_codes, d8_nn_pads)])) - #* 裁剪输入矩阵边框 - clip_arr = input_routed[2:size(input_arr)[1]+1, 2:size(input_arr)[2]+1] - #* 将输入矩阵转换为向量 - collect([clip_arr[pos[1], pos[2]] for pos in positions]) - end - @assert length(positions) == length(nodeids) "The length of positions must be the same as the length of nodeids, but got positions: $(length(positions)) and nodeids: $(length(nodeids))" - #* build the outflow projection function - projfunc = (outflow) -> grid_routing(outflow, positions, flwdir) - return HydroRoute(; rfunc, rstate, projfunc, nodeids, name) -end - -""" -convert the flow direction matrix to a directed graph, and then calculate the outflow projection function -""" -function GridRouteV2(; - rfunc::AbstractHydroFlux, - rstate::Num, - flwdir::AbstractMatrix, - positions::AbstractVector, - nodeids::Vector{Symbol}, - name::Union{Symbol,Nothing}=nothing, -) - network = build_grid_digraph(flwdir, positions) - @assert length(positions) == length(nodeids) "The length of positions must be the same as the length of nodeids, but got positions: $(length(positions)) and nodeids: $(length(nodeids))" - #* build the outflow projection function - adjacency = adjacency_matrix(network)' - projfunc = (outflow) -> adjacency * outflow - return HydroRoute(; rfunc, rstate, projfunc, nodeids, name) -end - -function VectorRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - network::DiGraph, - nodeids::Vector{Symbol}, - name::Union{Symbol,Nothing}=nothing, -) - @assert length(nodeids) == nv(network) "The length of nodeids must be the same as the number of nodes, but got nodeids: $(length(nodeids)) and nodes: $(nv(network))" - #* generate adjacency matrix from network - adjacency = adjacency_matrix(network)' - #* build the outflow projection function - projfunc = (outflow) -> adjacency * outflow - return HydroRoute(; rfunc, rstate, projfunc, nodeids, name) -end - -function (route::HydroRoute)( - input::Array, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) - #* get the parameter types and state types - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - stypes = get(config, :stypes, collect(keys(pas[:initstates]))) - #* get the interpolation type and solver type - interp = get(config, :interp, LinearInterpolation) - solver = get(config, :solver, ODESolver()) - #* get the time index - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - - #* check the length of ptypes, stypes - @assert length(ptypes) == length(stypes) == size(input, 2) "The length of ptypes and stypes must be the same as the number of nodes, but got ptypes is $(length(ptypes)) and stypes is $(length(stypes))" - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got ptypes is $(length(ptypes))." - @assert all(stype in keys(pas[:initstates]) for stype in stypes) "Missing required initial states. Expected all of $(keys(pas[:initstates])), but got stypes is $(length(stypes))." - - #* Extract the idx range of each variable in params, - #* this extraction method is significantly more efficient than extracting by name - #* Construct a function for the ode_func input variable. Because of the difference in t, the ode_func input is not fixed. - #* The input format is the input variable plus the intermediate state, which is consistent with the input of ode_func - if route.rfunc isa AbstractNeuralFlux - nn_params_idx = [getaxes(pas[:nn])[1][nm].idx for nm in get_nn_names(route.rfunc)] - param_func = (p) -> Ref([p[:nn][idx] for idx in nn_params_idx]) - else - rflux_params_idx = [getaxes(pas[:params][ptypes[1]])[1][nm].idx for nm in get_param_names(route.rfunc)] - param_func = (p) -> [p[:params][ptype][rflux_params_idx] for ptype in ptypes] - end - - #* solve the problem - sol_arr = solve_prob(route, input, pas, paramfunc=param_func, timeidx=timeidx, stypes=stypes, solver=solver, interp=interp) - sol_arr_permuted = permutedims(sol_arr, (2, 1, 3)) - cont_arr = cat(input, sol_arr_permuted, dims=1) - output_vec = [route.rfunc.func.(eachslice(cont_arr[:, :, i], dims=2), param_func(pas), timeidx[i]) for i in 1:size(input)[3]] - out_arr = reduce(hcat, reduce.(vcat, output_vec)) - # return route_states and q_out - return cat(sol_arr_permuted, reshape(out_arr, 1, size(out_arr)...), dims=1) -end - -function solve_prob( - route::HydroRoute, - input::Array, - pas::ComponentVector; - paramfunc::Function, - timeidx::Vector{<:Number}=collect(1:size(input, 3)), - stypes::Vector{Symbol}=collect(keys(pas[:initstates])), - solver::AbstractSolver=ODESolver(), - interp::Type{<:AbstractInterpolation}=LinearInterpolation, -) - #* Interpolate the input data. Since ordinary differential calculation is required, the data input must be continuous, - #* so an interpolation function can be constructed to apply to each time point. - itp_funcs = interp.(eachslice(input[1, :, :], dims=1), Ref(timeidx), extrapolate=true) - - #* 准备初始状态 - init_states_vec = collect([collect(pas[:initstates][stype][get_state_names(route)]) for stype in stypes]) - #* prepare the initial states matrix (dims: state_num * node_num) - init_states_mat = reduce(hcat, init_states_vec)' - - #* Construct a temporary function that couples multiple ode functions to construct the solution for all states under the bucket - function route_ode!(du, u, p, t) - # 提取单元产流 - q_gen = [itp_func(t) for itp_func in itp_funcs] - # 计算单元出流,更新单元出流状态 - q_out_vec = route.rfunc.func.(eachslice(hcat(q_gen, u), dims=1), paramfunc(p), Ref(t)) - q_out = reduce(vcat, q_out_vec) - q_in = route.projfunc(q_out) - # 更新状态 - du[:] = q_in .+ q_gen .- q_out - end - - #* Solve the problem using the solver wrapper - sol = solver(route_ode!, pas, init_states_mat, timeidx, convert_to_array=true) - # return route_states and q_out - sol -end - -function solve_prob( - route::HydroRoute, - input::Array, - pas::ComponentVector; - paramfunc::Function, - timeidx::Vector{<:Number}=collect(1:size(input, 3)), - stypes::Vector{Symbol}=collect(keys(pas[:initstates])), - solver::AbstractSolver=ODESolver(), - interp::Type{<:AbstractInterpolation}=LinearInterpolation, -) - #* Interpolate the input data. Since ordinary differential calculation is required, the data input must be continuous, - #* so an interpolation function can be constructed to apply to each time point. - itp_funcs = interp.(eachslice(input[1, :, :], dims=1), Ref(timeidx), extrapolate=true) - - #* 准备初始状态 - init_states_vec = collect([collect(pas[:initstates][stype][get_state_names(route)]) for stype in stypes]) - #* prepare the initial states matrix (dims: state_num * node_num) - init_states_mat = reduce(hcat, init_states_vec)' - - #* Construct a temporary function that couples multiple ode functions to construct the solution for all states under the bucket - function route_ode!(du, u, p, t) - # 提取单元产流 - q_gen = [itp_func(t) for itp_func in itp_funcs] - # 计算单元出流,更新单元出流状态 - q_out_vec = route.rfunc.func.(eachslice(hcat(q_gen, u), dims=1), paramfunc(p), Ref(t)) - q_out = reduce(vcat, q_out_vec) - q_in = route.afunc.func(q_out) - # 更新状态 - du[:] = q_in .+ q_gen .- q_out - end - - #* Solve the problem using the solver wrapper - sol = solver(route_ode!, pas, init_states_mat, timeidx, convert_to_array=true) - # return route_states and q_out - sol -end -""" - VectorRoute <: AbstractVectorRoute - -A structure representing a vector-based routing scheme for hydrological modeling. - -# Fields -- `rfunc::AbstractVector{<:AbstractRouteFlux}`: Vector of routing flux functions for each node. -- `network::DiGraph`: A directed graph representing the routing network topology. -- `infos::NamedTuple`: Contains information about the VectorRoute instance, including input, output, state, and parameter names. - -# Constructor - VectorRoute( - name::Symbol; - rfunc::AbstractRouteFlux, - network::DiGraph - ) - -Constructs a `VectorRoute` object with the given name, routing flux function, and network structure. - -# Arguments -- `name::Symbol`: A symbol representing the name of the routing scheme. -- `rfunc::AbstractRouteFlux`: The routing flux function to be applied at each node. -- `network::DiGraph`: A directed graph representing the routing network topology. - -The constructor extracts variable names, parameter names, and neural network names from the provided -routing flux function to set up the internal information structure of the `VectorRoute` object. - -Note: 来源于Rapid汇流模型 -""" -struct RapidRoute <: AbstractRapidRoute - "Routing adjacency matrix" - adjacency::AbstractMatrix - "grid subarea information, km2" - subareas::AbstractVector - "Metadata: contains keys for input, output, param, state, and nn" - meta::HydroMeta - - function RapidRoute(; - func::AbstractFlux, # 计算qout的函数 - rfuncs::Vector{AbstractFlux}, # route的函数 - name::Union{Symbol,Nothing}=nothing, - ) - #* Extract all variable names of funcs and dfuncs - input_names, output_names = get_var_names(vcat(func, rfuncs...)) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(rfunc) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(rfunc) - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), input_names)), :_vector_route) : name - meta = HydroMeta(name=route_name, inputs=input_names, outputs=output_names, states=state_names, params=param_names, nns=nn_names) - - return new( - adjacency, - subareas, - meta, - ) - end -end - -function (route::RapidRoute)( - input::Array, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - interp = get(config, :interp, LinearInterpolation) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - delta_t = get(config, :delta_t, 1.0) - solver = DiscreteSolver(alg=FunctionMap{true}()) - - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got $(ptypes)." - - #* var num * node num * ts len - #* 计算出每个node结果的插值函数 - input_mat = input[1, :, :] - itp_funcs = interp.(eachslice(input_mat, dims=1), Ref(timeidx), extrapolate=true) - - #* 计算出每个节点的面积转换系数 - area_coeffs = @. 24 * 3600 / (route.subareas * 1e6) * 1e3 - - #* prepare the parameters for the routing function - #* 参数可能存在转换需求,其中包括A通常是固定值 - k_ps = [pas[:params][ptype][:k] for ptype in ptypes] - x_ps = [pas[:params][ptype][:x] for ptype in ptypes] - c0 = @. ((delta_t / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c1 = @. ((delta_t / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c2 = @. ((2 * (1 - x_ps)) - (delta_t / k_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - A = (p) -> Matrix(I, size(route.adjacency)...) .- diagm(p.c0) * route.adjacency - - function route_ode!(du, u, p, t) - q_gen = [itp_func(t) for itp_func in itp_funcs] .* area_coeffs - #* Ax = b, x is the q_out(t+1) - rflux_b = p.c0 * q_gen + p.c1 * (route.adjacency * q_out_t1 + q_gen) + p.c2 * q_out_t1 - #* solve the linear equation (simple solve by matrix inversion) - du[:] = A(p) \ (rflux_b .- A(p) * u) - end - - #* solve the ode - sol_arr = solver(route_ode!, ComponentVector(c0=c0, c1=c1, c2=c2), zeros(size(input_mat)[1]), timeidx, convert_to_array=true) - return reshape(sol_arr, 1, size(sol_arr)...) -end - - - diff --git a/doc/src/assets/icons.ico b/doc/src/assets/icons.ico deleted file mode 100644 index ba41981..0000000 Binary files a/doc/src/assets/icons.ico and /dev/null differ diff --git a/doc/src/index.md b/doc/src/index.md deleted file mode 100644 index 3a8027d..0000000 --- a/doc/src/index.md +++ /dev/null @@ -1,50 +0,0 @@ -# HydroModels.jl - -## Overview - -HydroModels.jl is a modern hydrological modeling framework that extends and enhances SUPERFLEX's design philosophy. Built on Julia language and the SciML (Scientific Machine Learning) ecosystem, it combines flexible model construction with computational efficiency, particularly supporting deep learning integration in hydrological modeling. - -## Key Features - -- **Flexible Model Construction**: Supports development of lumped, semi-distributed, and distributed hydrological models -- **Deep Learning Integration**: Enables neural network integration for enhanced flux calculations and dynamic parameter estimation -- **Computational Efficiency**: Leverages Julia's high-performance capabilities and the SciML ecosystem -- **Gradient-Based Optimization**: Supports advanced parameter optimization techniques -- **Comprehensive Framework**: Provides tools for both traditional hydrological modeling and modern machine learning approaches - -## Framework Capabilities - -HydroModels.jl offers: -- Easy implementation and customization of hydrological models -- Integration with Julia's scientific computing ecosystem -- Support for various modeling approaches: - - Traditional conceptual models - - Neural network enhanced models - - Distributed hydrological systems - -## Case Studies - -The framework has been validated through various applications, including: -1. M50 Model Implementation -2. GR4J-based Distributed Hydrological Model - -## Getting Started - -Check out our tutorials to start using HydroModels.jl: -- [Run a Bucket Model](tutorials/run_a_bucket.md) -- [Run ExpHydro Model](tutorials/run_a_exphydro_model.md) - -## Installation - -```julia -using Pkg -Pkg.add("HydroModels") -``` - -## Contributing - -HydroModels.jl is an open-source project available on Github. We welcome contributions from the community to help advance deep learning applications in hydrology. - -## Documentation - -For detailed information about using HydroModels.jl, please refer to our comprehensive documentation and tutorials in this site. diff --git a/doc/src/tutorials/run_a_bucket.md b/doc/src/tutorials/run_a_bucket.md deleted file mode 100644 index a2cd0fb..0000000 --- a/doc/src/tutorials/run_a_bucket.md +++ /dev/null @@ -1,94 +0,0 @@ -# HydroModels Bucket Model Implementation Example - -## Overview -This document demonstrates the implementation and usage of a hydrological bucket model using the HydroModels framework. The code showcases both single-node and multi-node simulations using the ExpHydro model structure. - -## Dependencies -```julia -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using HydroModels -using ModelingToolkit -``` - -## Model Configuration - -### Parameter Setup -The model uses the following parameters for the hydrological simulation: -- `f`: 0.01674478 (Infiltration parameter) -- `Smax`: 1709.461015 (Maximum soil water storage) -- `Qmax`: 18.46996175 (Maximum discharge) -- `Df`: 2.674548848 (Degree-day factor) -- `Tmax`: 0.175739196 (Maximum temperature threshold) -- `Tmin`: -2.092959084 (Minimum temperature threshold) - -### Initial States -Initial conditions for the model: -- `snowpack`: 0.0 -- `soilwater`: 1303.004248 - -## Data Input -The model uses time series data from a CSV file located at "data/exphydro/01013500.csv" containing: -- Day length (dayl) -- Mean temperature (tmean) -- Precipitation (prcp) - -## Implementation Examples - -### 1. Single Node Simulation -```julia -# Setup input data -input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -solver = HydroModels.ManualSolver{true}() -config = (solver=solver,) - -# Convert input to required format -input_arr = Matrix(reduce(hcat, collect(input[ele.meta.inputs]))') - -# Run simulation -results = ele(input_arr, pas, config=config, convert_to_ntp=true) -``` - -### 2. Multi-Node Simulation -```julia -# Setup for multiple nodes -node_num = 10 -node_names = [Symbol(:node, i) for i in 1:node_num] - -# Create parameter and state vectors for all nodes -node_params = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([params], length(node_names)))) -node_initstates = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([init_states], length(node_names)))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) - -# Prepare input data for multiple nodes -input_arr = reduce(hcat, collect(input[HydroModels.get_input_names(ele)])) -node_input = reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([input_arr], length(node_names))) -node_input = permutedims(node_input, (2, 3, 1)) - -# Run simulation with multiple nodes -run_kwgs = (ptypes=node_names, timeidx=ts) -result = ele(node_input, node_pas, kwargs=run_kwgs) -``` - -## Model Structure -The model uses a bucket structure defined in exphydro.jl with two main components: -1. Surface water component (bucket_1): - - Handles precipitation partitioning (rainfall/snowfall) - - Computes potential evapotranspiration - - Manages snowmelt processes - -2. Soil water component: - - Manages soil water storage - - Computes actual evaporation - - Generates baseflow and surface flow - -## Usage Notes -1. The code demonstrates flexibility in handling both single-node and multi-node simulations -2. Input data should be properly formatted with required columns (dayl, tmean, prcp) -3. Parameters and initial states can be adjusted based on specific catchment characteristics -4. The model uses a manual solver for time-stepping - -## Time Series Processing -The example processes 10,000 time steps (ts = collect(1:10000)) and can be adjusted based on data availability and simulation requirements. \ No newline at end of file diff --git a/doc/src/tutorials/run_a_exphydro_model.md b/doc/src/tutorials/run_a_exphydro_model.md deleted file mode 100644 index a26c5d3..0000000 --- a/doc/src/tutorials/run_a_exphydro_model.md +++ /dev/null @@ -1,112 +0,0 @@ -# Run A ExpHydro Model - -## Overview - -本文档将介绍如何使用已构建的exphdyro模型用于集总式(Single HRU)的计算和分布式(Multiple HURs)的计算 - -## Dependencies - -First, lets import the required packages. - -```julia -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using NamedTupleTools -using Plots -``` - -## Model Setup - -接着需要对模型的参数和初始状态进行设置 - -### Parameter Configuration - -Exphydro模型包含以下6个参数,我们需要使用ComponentVector来定义这些参数 - -| Parameter | Value | Description | -| --------- | ------------ | ----------------------------- | -| `f` | 0.01674478 | Infiltration parameter | -| `Smax` | 1709.461015 | Maximum soil water storage | -| `Qmax` | 18.46996175 | Maximum discharge | -| `Df` | 2.674548848 | Degree-day factor | -| `Tmax` | 0.175739196 | Maximum temperature threshold | -| `Tmin` | -2.092959084 | Minimum temperature threshold | - -```julia -params = ComponentVector(f=0.01674478, Smax=1709.461015, Qmax=18.46996175, - Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084) -``` - -### Initial States - -然后就是定义模型的初始状态,针对exphydro模型的两个计算模块分别设置其对应的状态变量`snowpack`和`soilwater`初始值 - -```julia -inistates = ComponentVector(snowpack=0.0, soilwater=1303.004248) -``` - -## Data Preparation - -The test uses hydrometeorological data from "data/exphydro/01013500.csv": - -```julia -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path) -df = DataFrame(data) -ts = collect(1:10000) # Time series length -``` - -Input variables include: - -- Day length (dayl) -- Mean temperature (tmean) -- Precipitation (prcp) - -## Model Testing - -### Single Node Testing - -```julia -# Configure solver -solver = HydroModels.ManualSolver() - -# Run model with performance benchmarking -result = model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true) - -# Visualize results -plot(result.flow) -plot!(df[ts, "flow(mm)"]) -``` - -### Performance Benchmarking For Single Node (by using BenchmarkTools.jl) - -```julia -@btime model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true); -``` - -### Multi-Node Testing (Optional) - -The code includes commented sections for multi-node testing: - -```julia -# Setup multiple nodes -node_num = 10 -inputs = repeat([input], node_num) -ptypes = [Symbol(:node, i) for i in 1:node_num] - -# Configure parameters and states for multiple nodes -params_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([params], node_num))) -init_states_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([init_states], node_num))) -pas_multi = ComponentVector(params=params_multi, initstates=init_states_multi) - -# Run multi-node simulation -results = model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true) -``` - -### Performance Benchmarking For Multi-Node (by using BenchmarkTools.jl) - -```julia -@btime model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true); -``` \ No newline at end of file diff --git a/doc/start/core_struct.md b/doc/start/core_struct.md deleted file mode 100644 index 501b58f..0000000 --- a/doc/start/core_struct.md +++ /dev/null @@ -1,51 +0,0 @@ -# Core Structs in HydroModels.jl - -HydroModels.jl provides several core structs to represent different components of hydrological modeling. Each struct serves a specific purpose in the modeling process. Let's explore these core structs: - -- Flux Component: designed to represent simple hydrological fluxes. -- Bucket Component: designed to represent simple hydrological bucket or lumped model. -- Route Component: designed to represent routing method in distributed or vector model. -- Model Component: designed to contain multiple components and connect them together and represent a complex model. - -this components are subtype of the AbstractComponent struct. that this component contain the same infos, including the input, output, parameter, state and neuralnetwork infos. - -moreover, to make the component more flexible, all of the component support the callable feature. which means you can obtain the output of components through function calls. - -```julia -function (comp::AbstractComponent)(input::Vector, pas::ComponentVector; kwargs...) - ... -end - -function (comp::AbstractComponent)(input::Matrix, pas::ComponentVector; kwargs...) - ... -end - -function (comp::AbstractComponent)(input::Array, pas::ComponentVector; ptypes::AbstractVector{Symbol}, kwargs...) - ... -end -``` - -the callable function of can be divide into three different input types: - -- Vector input: vector input is used for single time step, the dimension of the input is (`num_variables`, ), this is support for ode problems solve. -- Matrix input: Matrix input is used for a single node input (lumped model), by input the matrix (`num_variables`, `time_steps`), the component can calculate the output for each time step of the ouput variables. this is support for lumped model. need to notice that the route component is not support matrix input (since the route component is designed for multiple nodes input). -- Array input: Array input is used for multiple nodes input (distributed model), by input the array (`num_variables`, `num_nodes`, `time_steps`), the component can calculate the output for each time step of the ouput variables for each node. this is support for distributed model. - -all of the callable function should input the pas (parameter, init states, sometime also include the neuralnetwork params) together with the input data, the type is `ComponentVector` based on the `ComponentArrays.jl`. for example: - -```julia -pas = ComponentVector(params = (...), initstates = (...), nn = (...)) -``` - -while when input pas for multiple nodes (eg. distributed model), the pas should be change its struct as follows: - -```julia -pas = ComponentVector(params = (ptype1 = (...), ptype2 = (...), ...), initstates = (ptype1 = (...), ptype2 = (...), ...), nn = (...)) -``` - -where `ptype1, ptype2` are the node type in the distributed model, for example, in a catchment, we can have different type of land use/land cover (eg. forest, grassland, water body, wetland, etc.), each type of land cover can have different parameters, the pas for each node should include the parameters for all of the land cover type, and the parameters for each land cover type is stored in the `params` field of the pas. -while for `nn`, it can be shared by all of the nodes, which means the nn params is the same for all of the nodes. - -for array input, the callable function need input a extra argument `ptypes::AbstractVector{Symbol}`, which is the node type in the distributed model, and the order of the node type should be the same as the order of the nodes in the input array. - -for example, if we have 2 type nodes in the catchment, the input array should be (num_variables, 2, time_steps) and the ptypes should be `[:ptype1, :ptype2]`. diff --git a/doc/start/flux.md b/doc/start/flux.md deleted file mode 100644 index 45cc719..0000000 --- a/doc/start/flux.md +++ /dev/null @@ -1,116 +0,0 @@ -# Introduction to Flux Structure - -Flux is a fundamental concept in hydrological modeling ,which denote a kind of hydrological process, such soil infiltration, surface runoff, and groundwater flow. In this pakage, we use flux to describe those fluxes in one hydrological model. based on different computation process, we proposed different types of flux: - -## 1. Simple Flux - -Simple flux is used to describe the process of common hydrological process that can be descripe by a simple computation formula, such as potential evaporation process: - -\[ -\text{pet} = 29.8 \times \text{lday} \times 24 \times 0.611 \times \exp\left(\frac{17.3 \times \text{temp}}{\text{temp} + 237.3}\right) / (\text{temp} + 273.2) -\] - -In the potential evaporation formula, we can set `lday` and `temp` to represent the day length and temperature, and `pet` to represent the potential evaporation, and the `pet` can be calculated by the formula by inputting the `lday` and `temp`. to build this flux in `HydroModel`, we need to: - -```julia -pet = SimpleFlux([lday, temp] => [pet], exprs = [lday * 24 * 0.611 * exp(17.3 * temp / (temp + 237.3)) / (temp + 273.2)]) -``` - -In the code, `[lday, temp]` is the input variables, `[pet]` is the output variable, and `exprs` is the formula of the flux. - -Then, we present an another example of simple flux that contain parameters: - -In exp-hydro model, the melt can be calculated by the formula: - -\[ -\text{melt} = \text{step\_func}(\text{temp} - \text{Tmax}) \times \text{step\_func}(\text{snowpack}) \times \min(\text{snowpack}, \text{Df} \times (\text{temp} - \text{Tmax})) -\] - -where `temp` is the temperature, `Tmax` is the maximum temperature, `Df` is the degree-day factor, `snowpack` is the snowpack, and `melt` is the melt, and the `step_func` is the step function, which is used to limit the melt when the temperature is greater than the maximum temperature or the snowpack is zero. - -To build this flux in `HydroModel`, we need to: - -```julia -melt = SimpleFlux([temp, Tmax, snowpack, Df] => [melt], [Tmax, Df], - exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]) -``` - -In the code, `[temp, Tmax, snowpack, Df]` is the input variables, `[melt]` is the output variable, `[Tmax, Df]` is the parameters, and `exprs` is the formula of the flux. - -As we can observe when constructing a SimpleFlux, both the output variables and expressions are of array type. This indicates that we can use a single SimpleFlux instance to represent multiple formulas. However, it's crucial to ensure that the variables required in the calculation formulas correspond to the input variables. - -For example, if we use `a` and `b` to calculate `c`, but the calculation of `d` requires `c` as an input, we would need to create two separate SimpleFlux entities. This separation ensures that the dependencies between variables are properly maintained and that each flux represents a distinct step in the calculation process. - -Through multiple SimpleFlux instances, we can easily represent a hydrological calculation module (excluding state variables). Of course, due to the flexible nature of HydroModels.jl, SimpleFlux can be directly input into the Model without the need to compose an additional bucket. This flexibility allows for efficient model construction and customization. For more details on how to incorporate SimpleFlux directly into models, please refer to the `Model` introduction section. - -## Special simple flux: neural network flux (NeuralFlux) - -`NeuralFlux` is a specialized structure in HydroModels.jl that integrates neural networks into hydrological flux calculations. For example, we can use a neural network to approximate the potential evaporation process: - -\[ -\text{pet} = \text{petnn}(\text{lday}, \text{temp}) -\] - -the implementation of this flux is as follows: - -```julia -nn = Lux.Chain( - Lux.Dense(2, 10), - Lux.relu, - Lux.Dense(10, 1), - name=:petnn -) -pet = NeuralFlux([lday, temp] => [pet], nn) -``` -In this code, we use `Lux.jl` to build a neural network (specified name by `name=:petnn`, it was used for the keys of the neural network parameters), and the neural network has two inputs (`lday` and `temp`) and one output (`pet`). It is important to note that the name of the input and output flux must be the same as the input dims and output dims in the neural network. - -## 2. State Flux - -State Flux represents a special and crucial component in hydrological models (or modules). This type of flux is based on the law of mass conservation, which states that the difference between the input and output fluxes of a module equals the change in its storage. - -For example, the Exp-Hydro model contains two calculation modules. In the snowmelt module, the rate of change in snow depth is represented by the formula: - -\[ -\frac{d\text{snowpack}}{dt} = \text{snowfall} - \text{melt} -\] - -The input flux of the module is snowfall, and the output flux is snowmelt. The change in storage is represented by the snow depth. This can be expressed using `StateFlux` as follows: - -```julia -state_flux = StateFlux([snowfall] => [melt], snowpack) -``` - -In this example, the input flux is `snowfall`, the output flux is `melt`, and the storage is `snowpack`. - -The construction method above is derived from a simple balance calculation based on pre-calculated fluxes. However, for some models where state variables are updated after flux calculations, or where the dstate calculation formula is non-linear, a more general construction method is needed: - -```julia -state_expr = rainfall + melt - step_func(soilwater) * lday * log_evap_div_lday - step_func(soilwater) * exp(log_flow) -soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] -``` - -In this code, the calculation of \(\frac{dsoilwater}{dt}\) requires the use of functions like `exp` and `step_func` (some state calculations may even involve parameters). To accommodate this, we can adopt a construction approach similar to SimpleFlux. This means providing input variables, output variables (in this case, the state value), parameters, and expressions to implement more complex state calculation formulas. - -This approach allows for greater flexibility in defining state dynamics, enabling the incorporation of non-linear functions and parameter-dependent calculations. By structuring StateFlux in this way, we can handle a wider range of hydrological processes and model complexities, making it easier to represent sophisticated state variable dynamics within the HydroModel.jl framework. - -need to notice that, in the StateFlux, one state flux can only be used to describe one state variable, if you want to describe multiple state variables, you need to use multiple StateFlux. - -## 3. Route Flux - -Route Flux can be used for both routing process (kinematic wave, discharge model, muskingum method, etc.) in distributed hydrological model and routing function (like unit hydrograph, linear reservoir, etc.) in conceptual model. the calculation progress of this kind of flux is usually complex, which can not be described by a simple formula, and as for different routing methods, the calculation process is different, we categorize them into three types: - -- `UnitHydroFlux`: This flux is specifically designed for the unit hydrograph method, which is commonly used in conceptual hydrological models. The calculation process of this flux is based on unit hydrograph theory, where we need to specify a unit-hydrograph function to generate the unit hydrograph weights. It's important to note that UnitHydroFlux calculations require input of the entire flux data and perform calculations uniformly. This means we cannot extract data for a single time point to output to other grid points, making it unsuitable for routing calculations in grid and vector route. The UnitHydroFlux is primarily used for lumped conceptual models or weighted sum route (we will introduce this in the route section). - -- `GridRouteFlux`: This flux is specifically designed for grid routing, which is commonly used in grided hydrological models. The internal calculation process of this routing method is constructed as a continuous ordinary differential equation. It assumes that the flux flows continuously from one node to another, meaning the flux calculation process is continuous. For more details on the grid routing process, please refer to the [route](route.md) section. - -- `VectorRouteFlux`: This flux is specifically designed for vector routing, which is commonly used in vectorized hydrological models. The internal calculation process of this routing method is constructed as a discrete calculation process. This means that the flux movement occurs at each calculation time step. If we were to construct an ODE (Ordinary Differential Equation) calculation process, it would need to be built for each time step, which is clearly impractical. Therefore, we adopt a discrete approach for construction. The flux moves from one node to another at each discrete time step, allowing for efficient computation in vector-based models. This approach is particularly suitable for routing methods like the unit hydrograph. For more details on the vector routing process, please refer to the [route](route.md) section. - - -We have implemented some route functions in the `fluxes` directory, including discharge model, muskingum, linear reserivoir, and unit hydrograph. the information table of these fluxes is as follows: - -| Flux Name | Description | Parameters | Routetype | -|-----------|-------------|------------|-----------| -| DischargeRouteFlux | Hydrological discharge model | lag, s_river | GridRouteFlux | -| CascadeRouteFlux | Nash Cascade (Linear Reservoir) | k, n | GridRouteFlux | -| MuskingumRouteFlux | Muskingum Method | k, x | VectorRouteFlux | -| UnitHydroFlux | Unit Hydrograph | lag_func | UnitHydroFlux | diff --git a/doc/start/hydrobucket.md b/doc/start/hydrobucket.md deleted file mode 100644 index 1fcf016..0000000 --- a/doc/start/hydrobucket.md +++ /dev/null @@ -1,44 +0,0 @@ -# Introduction to HydroBucket Structure - -HydroBucket is a fundamental component in hydrological modeling, representing a computational unit of a hydrological module. It consists of simple fluxes and state fluxes. - -As an independent hydrological module, HydroBucket can be used to represent either a lumped hydrological model or a specific computational module within a larger hydrological model (such as the snowmelt calculation module in the Exp-hydro model). - -## Core function of the HydroBucket - -### 1. runtime function generate - -`HydroBucket` integrates multiple simple fluxes and state fluxes to describe flux calculations and state balance calculations for a hydrological module. Although individual flux types can produce outputs based on data inputs, repeatedly calling the callable functions of fluxes within HydroBucket presents several challenges: - -1. Pre-allocating a result matrix: When flux calculations replace values at corresponding positions, and these values are directly accessed when needed, this approach, while computationally efficient, involves mutating arrays. This violates the constraints of the Zygote.jl optimizer used in model optimization (see limitations of Zygote.jl). - -2. To avoid mutating arrays, we initially used NamedTuples to store flux calculation results during development, with each output name corresponding to a flux calculation result. Although less efficient than the previous method, this approach avoids mutating arrays and satisfies the Zygote.jl optimizer constraints for model optimization. - -3. To enhance computational efficiency while meeting the Zygote.jl optimizer constraints, the HydroBucket constructor uses the expressions provided in simple fluxes and state fluxes to generate a runtime function (based on SymbolicUtils.jl) during model construction. This function efficiently computes all flux results (flux_func) and supports the construction and rapid solution of ODE problems (ode_func). - -**The detailed implementation of runtime function generation** - -Runtime function generation primarily relies on the Symbolics.jl and SymbolicUtils.jl packages. The function generates a runtime function based on the variables, parameters, and expressions stored in the fluxes. The specific steps are as follows: - -1. Establish relationships between output variables and their respective expressions using the Assignment function from SymbolicUtils.jl. - -2. Organize output variables into an Array using MakeArray. - -3. Construct function parameters using `[DestructuredArgs(inputs), DestructuredArgs(params), DestructuredArgs(nns)]`. This generates runtime functions with input parameter formats: - - `function fluxes(input::Vector, params::Vector, nns::Vector)` - - `function dfluxes(input::Vector, state::Vector, params::Vector, nns::Vector)` - -4. Build the function body content using Let, which includes both the relationships between output variables and their expressions, and the organization of output variables into an Array. - -5. Generate the function expression using Func, and create the runtime function using the `@RuntimeGenerated` macro. - - -### 2. ODE problem solve - -When the input argument `dfluxes` is not empty, HydroBucket constructs the `ode_func` runtime function and uses the `OrdinaryDiffEq.jl` package to build and solve an ODE problem. The process involves the following steps: - -1. Linear interpolation is used to construct interpolation functions for input fluxes. This allows for obtaining flux values at any time point within the calculation period when solving the ODE problem. - -2. To accommodate the requirements of Optimization.jl, we use ComponentVector for parameter input. We pre-extract the index describing the parameter order, enabling quick indexing of corresponding parameter values during flux calculations, thus improving computational efficiency. - -3. Finally, we have built wrapper structs based on the `solve` function from the `OrdinaryDiffEq.jl` package. These wrappers `Solver` are used for both continuous and discrete ODE solving. \ No newline at end of file diff --git a/doc/start/m50_implement.md b/doc/start/m50_implement.md deleted file mode 100644 index 4161a84..0000000 --- a/doc/start/m50_implement.md +++ /dev/null @@ -1,212 +0,0 @@ -# Introduction to the implementation of the M50 model and its training process - -## Step 1: Import packages -```julia -using CSV -using DataFrames -using Lux -using ModelingToolkit -using StableRNGs -using ComponentArrays -using DataInterpolations -using Statistics -using BenchmarkTools -using Plots -using OptimizationOptimisers -using SciMLSensitivity -using HydroModels -``` - -## Step 2: Define the model -```julia -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 -#! parameters in the Exp-Hydro model -@parameters Tmin Tmax Df Smax f Qmax -#! parameters in normalize flux -@parameters snowpack_std snowpack_mean -@parameters soilwater_std soilwater_mean -@parameters prcp_std prcp_mean -@parameters temp_std temp_mean - -#! hydrological flux in the Exp-Hydro model -@variables prcp temp lday pet rainfall snowfall -@variables snowpack soilwater lday pet -@variables melt log_evap_div_lday log_flow -@variables norm_snw norm_slw norm_temp norm_prcp - -#! define the snow pack reservoir -snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] -snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -#! define the ET NN and Q NN -ep_nn = Lux.Chain( - Lux.Dense(3 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:epnn -) -ep_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), ep_nn)))) -q_nn = Lux.Chain( - Lux.Dense(2 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:qnn -) -q_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), q_nn)))) - -#! get init parameters for each NN -ep_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [log_evap_div_lday], ep_nn) -q_nn_flux = NeuralFlux([norm_slw, norm_prcp] => [log_flow], q_nn) - -#! define the soil water reservoir -soil_funcs = [ - #* normalize - HydroFlux([snowpack, soilwater, prcp, temp] => [norm_snw, norm_slw, norm_prcp, norm_temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean, snowpack_std, soilwater_std, prcp_std, temp_std], - exprs=[(var - mean) / std for (var, mean, std) in zip([snowpack, soilwater, prcp, temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean], - [snowpack_std, soilwater_std, prcp_std, temp_std] - )]), - ep_nn_flux, - q_nn_flux, -] - -state_expr = rainfall + melt - step_func(soilwater) * lday * log_evap_div_lday - step_func(soilwater) * exp(log_flow) -soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] -soil_ele = HydroBucket(name=:m50_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) -#! define the Exp-Hydro model -m50_model = HydroModel(name=:m50, components=[snow_ele, soil_ele]); -``` - -## Step 3: Load data -```julia -# predefine the parameters -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - -# load data -file_path = "data/m50/01013500.csv" -data = CSV.File(file_path) -df = DataFrame(data) -ts = collect(1:10000) -lday_vec = df[ts, "Lday"] -prcp_vec = df[ts, "Prcp"] -temp_vec = df[ts, "Temp"] -flow_vec = df[ts, "Flow"] - -log_flow_vec = log.(flow_vec) -log_evap_div_lday_vec = log.(df[ts, "Evap"] ./ lday_vec) -norm_prcp_vec = (prcp_vec .- mean(prcp_vec)) ./ std(prcp_vec) -norm_temp_vec = (temp_vec .- mean(temp_vec)) ./ std(temp_vec) -norm_snw_vec = (df[ts, "SnowWater"] .- mean(df[ts, "SnowWater"])) ./ std(df[ts, "SnowWater"]) -norm_slw_vec = (df[ts, "SoilWater"] .- mean(df[ts, "SoilWater"])) ./ std(df[ts, "SoilWater"]) -nn_input = (norm_snw=norm_snw_vec, norm_slw=norm_slw_vec, norm_temp=norm_temp_vec, norm_prcp=norm_prcp_vec) -m50_input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) -``` - -## Step 4: Pretrain the NNs -```julia -ep_grad_opt = HydroModels.GradOptimizer(component=ep_nn_flux, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=1000) -ep_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(ep_nn_flux)]))') -ep_output = (log_evap_div_lday=log_evap_div_lday_vec,) - -ep_opt_params, epnn_loss_df = ep_grad_opt( - [ep_input_matrix], [ep_output], - tunable_pas=ComponentVector(nn=(epnn=ep_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true -) -``` - -```text -Training... 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████| Time: 0:00:10 -((nn = (epnn = Float32[-0.01974994, -0.64867365, 0.13971744, -0.038864814, 1.112919, 0.06545781, -0.83492047, -0.43565416, -0.0061696735, 0.13157892 … 0.29205686, 0.46278232, -3.2228746, 0.12062144, 0.06469498, -2.8806944, 0.2044914, -1.7033366, 0.2584572, -0.266739])), 1001×4 DataFrame - Row │ iter loss time params - │ Int64 Float64 DateTime Array… -──────┼─────────────────────────────────────────────────────────────────────────────── - 1 │ 1 9.49144 2024-11-21T10:10:57.861 Float32[0.229399, -0.413821, 0.3… - 2 │ 2 8.53332 2024-11-21T10:10:57.867 Float32[0.239399, -0.423821, 0.3… - 3 │ 3 7.77423 2024-11-21T10:10:57.873 Float32[0.249313, -0.43382, 0.33… - 4 │ 4 7.52688 2024-11-21T10:10:57.878 Float32[0.259011, -0.443769, 0.3… - 5 │ 5 7.49975 2024-11-21T10:10:57.883 Float32[0.267003, -0.452015, 0.3… - 6 │ 6 7.48733 2024-11-21T10:10:57.888 Float32[0.27375, -0.459019, 0.30… - 7 │ 7 7.47953 2024-11-21T10:10:57.894 Float32[0.279562, -0.465082, 0.3… - ⋮ │ ⋮ ⋮ ⋮ ⋮ - 995 │ 995 0.00583641 2024-11-21T10:11:04.627 Float32[-0.0199612, -0.650014, 0… - 996 │ 996 0.00582027 2024-11-21T10:11:04.631 Float32[-0.0199189, -0.649745, 0… - 997 │ 997 0.00580418 2024-11-21T10:11:04.640 Float32[-0.0198766, -0.649477, 0… - 998 │ 998 0.00578814 2024-11-21T10:11:04.645 Float32[-0.0198344, -0.649209, 0… - 999 │ 999 0.00577214 2024-11-21T10:11:04.650 Float32[-0.0197921, -0.648941, 0… - 1000 │ 1000 0.0057562 2024-11-21T10:11:04.657 Float32[-0.0197499, -0.648674, 0… - 1001 │ 1000 0.0057562 2024-11-21T10:11:04.662 Float32[-0.0197499, -0.648674, 0… - 987 rows omitted) -``` - -```julia -q_grad_opt = HydroModels.GradOptimizer(component=q_nn_flux, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=1000) -q_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(q_nn_flux)]))') -q_output = (log_flow=log_flow_vec,) - -q_opt_params, qnn_loss_df = q_grad_opt( - [q_input_matrix], [q_output], - tunable_pas=ComponentVector(nn=(qnn=q_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true -) -``` - -```text -Training... 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████| Time: 0:00:12 -((nn = (qnn = Float32[0.42091706, -0.2777198, 0.30891904, 0.4412809, 0.5341712, -0.3962445, -0.575717, -0.6653889, -0.45068413, 0.7776514 … 0.1986277, 0.22517225, 0.16427116, -1.7506562, -0.16015986, -1.1870662, -1.7102151, 0.41655824, 0.35249898, 0.10037236])), 1001×4 DataFrame - Row │ iter loss time params - │ Int64 Float64 DateTime Array… -──────┼─────────────────────────────────────────────────────────────────────────────── - 1 │ 1 1.25913 2024-11-21T10:12:32.773 Float32[0.235686, -0.42516, 0.36… - 2 │ 2 1.21188 2024-11-21T10:12:32.778 Float32[0.245686, -0.41516, 0.35… - 3 │ 3 1.18657 2024-11-21T10:12:32.815 Float32[0.253736, -0.406389, 0.3… - 4 │ 4 1.12638 2024-11-21T10:12:32.820 Float32[0.262394, -0.397315, 0.3… - 5 │ 5 1.02448 2024-11-21T10:12:32.826 Float32[0.2712, -0.38864, 0.3437… - 6 │ 6 0.903213 2024-11-21T10:12:32.831 Float32[0.279957, -0.379719, 0.3… - 7 │ 7 0.77082 2024-11-21T10:12:32.837 Float32[0.289023, -0.370426, 0.3… - ⋮ │ ⋮ ⋮ ⋮ ⋮ - 995 │ 995 0.00126523 2024-11-21T10:12:39.001 Float32[0.420713, -0.277343, 0.3… - 996 │ 996 0.00125197 2024-11-21T10:12:39.009 Float32[0.420763, -0.27742, 0.30… - 997 │ 997 0.00123855 2024-11-21T10:12:39.015 Float32[0.420802, -0.277493, 0.3… - 998 │ 998 0.00122546 2024-11-21T10:12:39.020 Float32[0.42084, -0.277568, 0.30… - 999 │ 999 0.00121264 2024-11-21T10:12:39.025 Float32[0.420878, -0.277644, 0.3… - 1000 │ 1000 0.00120045 2024-11-21T10:12:39.030 Float32[0.420917, -0.27772, 0.30… - 1001 │ 1000 0.00120045 2024-11-21T10:12:39.037 Float32[0.420917, -0.27772, 0.30… - 987 rows omitted) -``` - -## Step 5: Retrain the NNs in the Exp-Hydro model -```julia -m50_opt = HydroModels.GradOptimizer(component=m50_model, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=100) -config = (solver=HydroModels.ODESolver(sensealg=BacksolveAdjoint(autodiff=ZygoteVJP())), interp=LinearInterpolation) -norm_pas = ComponentVector( - snowpack_mean=mean(norm_snw_vec), soilwater_mean=mean(norm_slw_vec), prcp_mean=mean(norm_prcp_vec), temp_mean=mean(norm_temp_vec), - snowpack_std=std(norm_snw_vec), soilwater_std=std(norm_slw_vec), prcp_std=std(norm_prcp_vec), temp_std=std(norm_temp_vec) -) -m50_const_pas = ComponentVector( - initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), - params=ComponentVector(Tmin=Tmin, Tmax=Tmax, Df=Df; norm_pas...) -) -m50_tunable_pas = ComponentVector( - nn=ComponentVector(epnn=ep_nn_params, qnn=q_nn_params) -) -m50_opt_params, m50_loss_df = m50_opt( - [m50_input], [q_output], - tunable_pas=m50_tunable_pas, - const_pas=m50_const_pas, - config=[config], - return_loss_df=true -) -``` - -## Step 6: Plot the results -```julia -``` diff --git a/doc/start/run_a_bucket.md b/doc/start/run_a_bucket.md deleted file mode 100644 index a2cd0fb..0000000 --- a/doc/start/run_a_bucket.md +++ /dev/null @@ -1,94 +0,0 @@ -# HydroModels Bucket Model Implementation Example - -## Overview -This document demonstrates the implementation and usage of a hydrological bucket model using the HydroModels framework. The code showcases both single-node and multi-node simulations using the ExpHydro model structure. - -## Dependencies -```julia -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using HydroModels -using ModelingToolkit -``` - -## Model Configuration - -### Parameter Setup -The model uses the following parameters for the hydrological simulation: -- `f`: 0.01674478 (Infiltration parameter) -- `Smax`: 1709.461015 (Maximum soil water storage) -- `Qmax`: 18.46996175 (Maximum discharge) -- `Df`: 2.674548848 (Degree-day factor) -- `Tmax`: 0.175739196 (Maximum temperature threshold) -- `Tmin`: -2.092959084 (Minimum temperature threshold) - -### Initial States -Initial conditions for the model: -- `snowpack`: 0.0 -- `soilwater`: 1303.004248 - -## Data Input -The model uses time series data from a CSV file located at "data/exphydro/01013500.csv" containing: -- Day length (dayl) -- Mean temperature (tmean) -- Precipitation (prcp) - -## Implementation Examples - -### 1. Single Node Simulation -```julia -# Setup input data -input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -solver = HydroModels.ManualSolver{true}() -config = (solver=solver,) - -# Convert input to required format -input_arr = Matrix(reduce(hcat, collect(input[ele.meta.inputs]))') - -# Run simulation -results = ele(input_arr, pas, config=config, convert_to_ntp=true) -``` - -### 2. Multi-Node Simulation -```julia -# Setup for multiple nodes -node_num = 10 -node_names = [Symbol(:node, i) for i in 1:node_num] - -# Create parameter and state vectors for all nodes -node_params = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([params], length(node_names)))) -node_initstates = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([init_states], length(node_names)))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) - -# Prepare input data for multiple nodes -input_arr = reduce(hcat, collect(input[HydroModels.get_input_names(ele)])) -node_input = reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([input_arr], length(node_names))) -node_input = permutedims(node_input, (2, 3, 1)) - -# Run simulation with multiple nodes -run_kwgs = (ptypes=node_names, timeidx=ts) -result = ele(node_input, node_pas, kwargs=run_kwgs) -``` - -## Model Structure -The model uses a bucket structure defined in exphydro.jl with two main components: -1. Surface water component (bucket_1): - - Handles precipitation partitioning (rainfall/snowfall) - - Computes potential evapotranspiration - - Manages snowmelt processes - -2. Soil water component: - - Manages soil water storage - - Computes actual evaporation - - Generates baseflow and surface flow - -## Usage Notes -1. The code demonstrates flexibility in handling both single-node and multi-node simulations -2. Input data should be properly formatted with required columns (dayl, tmean, prcp) -3. Parameters and initial states can be adjusted based on specific catchment characteristics -4. The model uses a manual solver for time-stepping - -## Time Series Processing -The example processes 10,000 time steps (ts = collect(1:10000)) and can be adjusted based on data availability and simulation requirements. \ No newline at end of file diff --git a/doc/start/run_a_exphydro_model.md b/doc/start/run_a_exphydro_model.md deleted file mode 100644 index a7aeb4b..0000000 --- a/doc/start/run_a_exphydro_model.md +++ /dev/null @@ -1,112 +0,0 @@ -# Run A ExpHydro Model - -## Overview - -本文档将介绍如何使用已构建的exphdyro模型用于集总式(Single HRU)的计算和分布式(Multiple HURs)的计算 - -## Dependencies - -First, lets import the required packages. - -```julia -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using NamedTupleTools -using Plots -``` - -## Model Setup - -接着需要对模型的参数和初始状态进行设置 - -### Parameter Configuration - -Exphydro模型包含以下6个参数,我们需要使用ComponentVector来定义这些参数 - -| Parameter | Value | Description | -| --------- | ------------ | ----------------------------- | -| `f` | 0.01674478 | Infiltration parameter | -| `Smax` | 1709.461015 | Maximum soil water storage | -| `Qmax` | 18.46996175 | Maximum discharge | -| `Df` | 2.674548848 | Degree-day factor | -| `Tmax` | 0.175739196 | Maximum temperature threshold | -| `Tmin` | -2.092959084 | Minimum temperature threshold | - -```julia -params = ComponentVector(f=0.01674478, Smax=1709.461015, Qmax=18.46996175, - Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084) -``` - -### Initial States - -然后就是定义模型的 - -```julia -inistates = ComponentVector(snowpack=0.0, soilwater=1303.004248) -``` - -## Data Preparation - -The test uses hydrometeorological data from "data/exphydro/01013500.csv": - -```julia -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path) -df = DataFrame(data) -ts = collect(1:10000) # Time series length -``` - -Input variables include: - -- Day length (dayl) -- Mean temperature (tmean) -- Precipitation (prcp) - -## Model Testing - -### Single Node Testing - -```julia -# Configure solver -solver = HydroModels.ManualSolver() - -# Run model with performance benchmarking -result = model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true) - -# Visualize results -plot(result.flow) -plot!(df[ts, "flow(mm)"]) -``` - -### Performance Benchmarking For Single Node (by using BenchmarkTools.jl) - -```julia -@btime model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true); -``` - -### Multi-Node Testing (Optional) - -The code includes commented sections for multi-node testing: - -```julia -# Setup multiple nodes -node_num = 10 -inputs = repeat([input], node_num) -ptypes = [Symbol(:node, i) for i in 1:node_num] - -# Configure parameters and states for multiple nodes -params_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([params], node_num))) -init_states_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([init_states], node_num))) -pas_multi = ComponentVector(params=params_multi, initstates=init_states_multi) - -# Run multi-node simulation -results = model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true) -``` - -### Performance Benchmarking For Multi-Node (by using BenchmarkTools.jl) - -```julia -@btime model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true); -``` \ No newline at end of file diff --git a/doc/start/test_bucket.jl b/doc/start/test_bucket.jl deleted file mode 100644 index c18ee27..0000000 --- a/doc/start/test_bucket.jl +++ /dev/null @@ -1,43 +0,0 @@ -# 导入模块 -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using HydroModels -using ModelingToolkit - -# include("../../../src/HydroModels.jl") -include("../models/exphydro.jl") - -ele = bucket_1 -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 -params = ComponentVector(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin) -init_states = ComponentVector(snowpack=0.0, soilwater=1303.004248) -pas = ComponentVector(params=params, initstates=init_states) - -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -ts = collect(1:10000) - -# single node input -input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -solver = HydroModels.ManualSolver{true}() -config = (solver=solver,) -input_arr = Matrix(reduce(hcat, collect(input[ele.meta.inputs]))') -results = ele(input_arr, pas, config=config, convert_to_ntp=true) - -# multi node input -node_num = 10 -node_names = [Symbol(:node, i) for i in 1:node_num] -node_params = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([params], length(node_names)))) -node_initstates = ComponentVector(NamedTuple{Tuple(node_names)}(repeat([init_states], length(node_names)))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) - -input_arr = reduce(hcat, collect(input[HydroModels.get_input_names(ele)])) -node_input = reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([input_arr], length(node_names))) -node_input = permutedims(node_input, (2, 3, 1)) -run_kwgs = (ptypes=node_names, timeidx=ts) - -result = ele(node_input, node_pas, kwargs=run_kwgs) -# # node_input = cat(node_input, result, dims=1) diff --git a/doc/start/test_unit.jl b/doc/start/test_unit.jl deleted file mode 100644 index 2b86bba..0000000 --- a/doc/start/test_unit.jl +++ /dev/null @@ -1,38 +0,0 @@ -# 导入模块 -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using NamedTupleTools -using Plots - -include("../../../src/HydroModels.jl") -include("../models/exphydro.jl") -# define parameters and initial states -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 -params = ComponentVector(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin) -init_states = ComponentVector(snowpack=0.0, soilwater=1303.004248) -pas = ComponentVector(params=params, initstates=init_states) - -# load data -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -ts = collect(1:10000) -input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) - -# run model with single node input -# solver = HydroModels.ODESolver(reltol=1e-3, abstol=1e-3) -solver = HydroModels.ManualSolver() -@btime result = model(input, pas, config=(solver=solver, timeidx=ts), convert_to_ntp=true) -plot(result.flow) -plot!(df[ts, "flow(mm)"]) - -# # run model with multi node input -# node_num = 10 -# inputs = repeat([input], node_num) -# ptypes = [Symbol(:node, i) for i in 1:node_num] -# params_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([params], node_num))) -# init_states_multi = ComponentVector(NamedTuple{Tuple(ptypes)}(repeat([init_states], node_num))) -# pas_multi = ComponentVector(params=params_multi, initstates=init_states_multi) -# results = model(inputs, pas_multi, config=(solver=solver, timeidx=ts), convert_to_ntp=true) diff --git a/doc/tutorials/extent/check_nnfunc_speed copy.jl b/doc/tutorials/extent/check_nnfunc_speed copy.jl deleted file mode 100644 index cc85b37..0000000 --- a/doc/tutorials/extent/check_nnfunc_speed copy.jl +++ /dev/null @@ -1,63 +0,0 @@ -using Lux -using ComponentArrays -using Symbolics -using SymbolicUtils -using SymbolicUtils.Code -using StableRNGs -using ModelingToolkit -using BenchmarkTools - -function LSTMCompact(in_dims, hidden_dims, out_dims) - lstm_cell = LSTMCell(in_dims => hidden_dims) - classifier = Dense(hidden_dims => out_dims, sigmoid) - return @compact(; lstm_cell, classifier) do x::AbstractArray{T,2} where {T} - x = reshape(x, size(x)..., 1) - x_init, x_rest = Iterators.peel(LuxOps.eachslice(x, Val(2))) - y, carry = lstm_cell(x_init) - output = [vec(classifier(y))] - for x in x_rest - y, carry = lstm_cell((x, carry)) - output = vcat(output, [vec(classifier(y))]) - end - @return hcat(output...) - end -end - -lstm_model = LSTMCompact(3, 10, 1) -lstm_func = (x,ps) - - -q_nn_ps, q_nn_st = Lux.setup(StableRNGs.LehmerRNG(1234), q_nn) -state_q_nn = Lux.StatefulLuxLayer(q_nn, nothing, q_nn_st) - -q_nn_params_ca = ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), q_nn))) -q_nn_params_vec = Vector(q_nn_params_ca) -q_axes = getaxes(q_nn_params_ca) -q_nn_func1 = (x, q) -> LuxCore.stateless_apply(q_nn, x, ComponentVector(q, q_axes)) -q_nn_func2 = (x, q) -> LuxCore.stateless_apply(q_nn, x, q) - -chain_params = first(@parameters qnn_ps[1:length(q_nn_params_ca)] = Vector(q_nn_params_ca)) -lazy_params = Symbolics.array_term((x, axes) -> ComponentVector(x, axes), chain_params, q_axes, size=size(chain_params)) - -nn_input = first(@variables x[1:2]) -nn_output = first(@variables y[1:1]) -nn_input_vars = @variables a b c -flux_expr = LuxCore.stateless_apply(q_nn, nn_input, lazy_params) - -assign_list = [ - Assignment(nn_input, MakeArray([a, b], Vector)), - Assignment(nn_output, flux_expr[1]), - Assignment(c, nn_output[1]), -] -outputs_arr = MakeArray([c], Vector) -func_args = [DestructuredArgs([a, b]), DestructuredArgs([chain_params])] - -call_func = eval(toexpr(Func(func_args, [], Let(assign_list, outputs_arr, false)))) - -input_matrix = rand(2, 1000) -q_nn_func3 = (x) -> q_nn_func2(x, ComponentVector(q_nn_params_ca, q_axes)) -@btime q_nn_func1.(eachslice(input_matrix, dims=2), Ref(q_nn_params_vec)) -@btime q_nn_func2.(eachslice(input_matrix, dims=2), Ref(q_nn_params_ca)) -@btime q_nn_func3.(eachslice(input_matrix, dims=2)) -# @btime call_func.(eachslice(input_matrix, dims=2), Ref([q_nn_params_vec])) -# @btime [ComponentVector(q_nn_params_vec, q_axes) for _ in 1:1000]; \ No newline at end of file diff --git a/doc/tutorials/extent/check_nnfunc_speed.jl b/doc/tutorials/extent/check_nnfunc_speed.jl deleted file mode 100644 index a6ddd4e..0000000 --- a/doc/tutorials/extent/check_nnfunc_speed.jl +++ /dev/null @@ -1,53 +0,0 @@ -using Lux -using ComponentArrays -using Symbolics -using SymbolicUtils -using SymbolicUtils.Code -using StableRNGs -using ModelingToolkit -using BenchmarkTools - -q_nn = Lux.Chain( - Lux.Dense(2 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:qnn -) -q_nn_ps, q_nn_st = Lux.setup(StableRNGs.LehmerRNG(1234), q_nn) -q_NN_stateful = Lux.StatefulLuxLayer{true}(q_nn, nothing, q_nn_st) # 不能用symbolic表示 -q_nn_params_ca = ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), q_nn))) -q_nn_states_ca = ComponentVector((Lux.setup(StableRNGs.LehmerRNG(1234), q_nn))[2]) -q_nn_params_vec = Vector(q_nn_params_ca) -q_nn_states_vec = Vector(q_nn_states_ca) -q_axes = getaxes(q_nn_params_ca) -q_nn_func1 = (x, q) -> LuxCore.stateless_apply(q_nn, x, ComponentVector(q, q_axes)) -q_nn_func2 = (x, q) -> LuxCore.stateless_apply(q_nn, x, q) -q_nn_func3 = (x, q) -> LuxCore.apply(q_NN_stateful, x, q) - -chain_params = first(@parameters qnn_ps[1:length(q_nn_params_ca)] = Vector(q_nn_params_ca)) -lazy_params = Symbolics.array_term((x, axes) -> ComponentVector(x, axes), chain_params, q_axes, size=size(chain_params)) - -nn_input = first(@variables x[1:2]) -nn_output = first(@variables y[1:1]) -nn_input_vars = @variables a b c -flux_expr = LuxCore.apply(q_nn, nn_input, lazy_params, q_nn_st) -flux_expr2 = LuxCore.stateless_apply(q_nn, nn_input, lazy_params) - -assign_list = [ - Assignment(nn_input, MakeArray([a, b], Vector)), - Assignment(nn_output, flux_expr[1]), - Assignment(c, nn_output[1]), -] -outputs_arr = MakeArray([c], Vector) -func_args = [DestructuredArgs([a, b]), DestructuredArgs([chain_params])] - -call_func = eval(toexpr(Func(func_args, [], Let(assign_list, outputs_arr, false)))) - -input_matrix = rand(2, 1000) -q_nn_func3 = (x) -> q_nn_func2(x, ComponentVector(q_nn_params_ca, q_axes)) -@btime q_nn_func1.(eachslice(input_matrix, dims=2), Ref(q_nn_params_vec)) -@btime q_nn_func2.(eachslice(input_matrix, dims=2), Ref(q_nn_params_ca)) -@btime q_nn_func3.(eachslice(input_matrix, dims=2)) -# @btime call_func.(eachslice(input_matrix, dims=2), Ref([q_nn_params_vec])) -# @btime [ComponentVector(q_nn_params_vec, q_axes) for _ in 1:1000]; \ No newline at end of file diff --git a/doc/tutorials/extent/flexible_and_efficent.md b/doc/tutorials/extent/flexible_and_efficent.md deleted file mode 100644 index f31f537..0000000 --- a/doc/tutorials/extent/flexible_and_efficent.md +++ /dev/null @@ -1 +0,0 @@ -# 讨论灵活构建所牺牲的计算效率 \ No newline at end of file diff --git a/doc/tutorials/extent/freeze_parameters.md b/doc/tutorials/extent/freeze_parameters.md deleted file mode 100644 index e69de29..0000000 diff --git a/doc/tutorials/extent/parameter_estimate.md b/doc/tutorials/extent/parameter_estimate.md deleted file mode 100644 index 374cd62..0000000 --- a/doc/tutorials/extent/parameter_estimate.md +++ /dev/null @@ -1 +0,0 @@ -# 讨论动态参数与基于HRUs属性的参数 \ No newline at end of file diff --git a/doc/tutorials/extent/share_parameters.md b/doc/tutorials/extent/share_parameters.md deleted file mode 100644 index 00821b0..0000000 --- a/doc/tutorials/extent/share_parameters.md +++ /dev/null @@ -1,2 +0,0 @@ -# Share parameters in multiple HRUs - diff --git a/doc/tutorials/extent/use_the_wrapper.jl b/doc/tutorials/extent/use_the_wrapper.jl deleted file mode 100644 index e69de29..0000000 diff --git a/doc/tutorials/implements/loss_functions.jl b/doc/tutorials/implements/loss_functions.jl deleted file mode 100644 index 539d6ff..0000000 --- a/doc/tutorials/implements/loss_functions.jl +++ /dev/null @@ -1,29 +0,0 @@ -""" - mean squared error -""" -mse(obs,sim) = mean((obs .- sim).^2) - -""" - nash sutcliffe efficient -""" -nse(obs,sim) = 1 - sum((obs .- sim).^2)/sum((obs .- mean(obs)).^2) - -""" - fhv(obs, sim, h=0.02) - -Calculate the high flow volume error (FHV) metric. -h: fraction of highest flows to consider (default is 0.02 or top 2%) -""" -function fhv(obs, sim, h=0.02) - # Sort discharges in descending order - obs_sorted = sort(obs, rev=true) - sim_sorted = sort(sim, rev=true) - - # Subset data to only top h flow values - n = round(Int, h * length(obs)) - obs_high = obs_sorted[1:n] - sim_high = sim_sorted[1:n] - - # Calculate FHV - return sum(sim_high - obs_high) / sum(obs_high) *100 -end \ No newline at end of file diff --git a/doc/tutorials/implements/plot/figures/dplHBV_predict.png b/doc/tutorials/implements/plot/figures/dplHBV_predict.png deleted file mode 100644 index 6bb37e5..0000000 Binary files a/doc/tutorials/implements/plot/figures/dplHBV_predict.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/figures/exphydro_training.png b/doc/tutorials/implements/plot/figures/exphydro_training.png deleted file mode 100644 index 345cfe8..0000000 Binary files a/doc/tutorials/implements/plot/figures/exphydro_training.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/figures/m50_nn_training.png b/doc/tutorials/implements/plot/figures/m50_nn_training.png deleted file mode 100644 index 488a2cf..0000000 Binary files a/doc/tutorials/implements/plot/figures/m50_nn_training.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/figures/m50_training.png b/doc/tutorials/implements/plot/figures/m50_training.png deleted file mode 100644 index 7ca1e22..0000000 Binary files a/doc/tutorials/implements/plot/figures/m50_training.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/figures/m50_training_0.001.png b/doc/tutorials/implements/plot/figures/m50_training_0.001.png deleted file mode 100644 index 8aa7d28..0000000 Binary files a/doc/tutorials/implements/plot/figures/m50_training_0.001.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/figures/m50_training_0.01.png b/doc/tutorials/implements/plot/figures/m50_training_0.01.png deleted file mode 100644 index 7ca1e22..0000000 Binary files a/doc/tutorials/implements/plot/figures/m50_training_0.01.png and /dev/null differ diff --git a/doc/tutorials/implements/plot/plot_dplhbv.jl b/doc/tutorials/implements/plot/plot_dplhbv.jl deleted file mode 100644 index defd8a4..0000000 --- a/doc/tutorials/implements/plot/plot_dplhbv.jl +++ /dev/null @@ -1,37 +0,0 @@ -using JLD2 - -default(fontfamily="times") -# Create plot with customizations -p = plot(1:length(qobs_vec), qobs_vec, - label="observed", - color=:black, - alpha=1.0, - xlabel="Time Index", - ylabel="Flow (mm)", - legendfont=font("times", 10), - dpi=300, - xticks=0:1000:length(result.q)) - -plot!(1:length(result.q), result.q, - label="simulated-before-optimization", - alpha=0.6, - color=:orange) - -plot!(1:length(re_result.q), re_result.q, - label="simulated-after-optimization", - alpha=0.6, - color=RGB(0.0, 0.4, 1.0)) - -mse_value1, fhv_value1, nse_value1 = mse(qobs_vec, result.q), fhv(qobs_vec, result.q, 0.1), nse(qobs_vec, result.q) -mse_value2, fhv_value2, nse_value2 = mse(qobs_vec, re_result.q), fhv(qobs_vec, re_result.q, 0.1), nse(qobs_vec, re_result.q) - -# Add performance metrics as annotations -annotate!(length(result.q) / 3, maximum(qobs_vec) * 0.9, # Move first annotation to the left third - text("Before Optimization:\nMSE: $(round(mse_value1, digits=3))\nFHV: $(round(fhv_value1, digits=3))%\nNSE: $(round(nse_value1, digits=3))", - :right, 10, "times")) - -annotate!(2 * length(re_result.q) / 3, maximum(qobs_vec) * 0.9, # Move second annotation to the right third - text("After Optimization:\nMSE: $(round(mse_value2, digits=3))\nFHV: $(round(fhv_value2, digits=3))%\nNSE: $(round(nse_value2, digits=3))", - :right, 10, "times")) - -savefig("doc/tutorials/implements/plot/figures/dplHBV_predict.png") \ No newline at end of file diff --git a/doc/tutorials/implements/plot/plot_exphydro_train.jl b/doc/tutorials/implements/plot/plot_exphydro_train.jl deleted file mode 100644 index 6f35222..0000000 --- a/doc/tutorials/implements/plot/plot_exphydro_train.jl +++ /dev/null @@ -1,41 +0,0 @@ -using JLD2 -using Plots -using Statistics - -# Load the optimization results -opt_loss_df = load("doc/tutorials/implements/save/exphydro_opt.jld2", "loss_df") -default(fontfamily="times") -# Calculate moving average -function moving_average(data, window_size) - output = similar(data) - for i in 1:length(data) - start_idx = max(1, i - window_size + 1) - output[i] = mean(data[start_idx:i]) - end - return output -end - -# Create plot with customizations -p = plot(opt_loss_df.loss, - label="Original Loss", - color=:gray, - alpha=0.4, - xlabel="Iteration", - ylabel="MSE", - legendfont=font("times", 10), - tickfont=font("times", 10), - guidefont=font("times", 12), - xticks=0:2000:length(opt_loss_df.loss), - dpi=300) - -# Add moving average -window_size = 100 # Adjust this value to change the smoothing level -ma_loss = moving_average(opt_loss_df.loss, window_size) -plot!(ma_loss, - label="Moving Average (n=$window_size)", - color=:red, - linewidth=2, - alpha=0.8) - -# Save the figure -savefig(p, "doc/tutorials/implements/plot/figures/exphydro_training.png") \ No newline at end of file diff --git a/doc/tutorials/implements/plot/plot_m50_nn_train.jl b/doc/tutorials/implements/plot/plot_m50_nn_train.jl deleted file mode 100644 index e725645..0000000 --- a/doc/tutorials/implements/plot/plot_m50_nn_train.jl +++ /dev/null @@ -1,76 +0,0 @@ -using JLD2 -using Plots -using Statistics -using Measures - -# Load the optimization results -m50_nn_opt_result = load("doc/tutorials/implements/save/m50_nn_opt.jld2") - -epnn_loss_df = m50_nn_opt_result["epnn_loss_df"] -qnn_loss_df = m50_nn_opt_result["qnn_loss_df"] - -default(fontfamily="times") -# Calculate moving average -function moving_average(data, window_size) - output = similar(data) - for i in 1:length(data) - start_idx = max(1, i - window_size + 1) - output[i] = mean(data[start_idx:i]) - end - return output -end - - -function plot_losses(epnn_loss_df, qnn_loss_df) - # Create a figure with two subplots - p = plot(layout=(1, 2), size=(900, 300), dpi=300, - left_margin=5mm, # 增加左边距 - bottom_margin=5mm, # 增加底部边距 - right_margin=5mm) - - # Plot EPNN loss (subplot a) - window_size = 10 - plot!(p[1], epnn_loss_df.loss, - label="Original Loss", - color=:gray, - alpha=0.4, - xlabel="Iteration", - ylabel="MSE", - title="(a) NNep Training Loss", - legendfont=font("times", 10), - tickfont=font("times", 10), - guidefont=font("times", 12)) - - ma_loss = moving_average(epnn_loss_df.loss, window_size) - plot!(p[1], ma_loss, - label="Moving Average (n=$window_size)", - color=:red, - linewidth=2, - alpha=0.8) - - # Plot QNN loss (subplot b) - plot!(p[2], qnn_loss_df.loss, - label="Original Loss", - color=:gray, - alpha=0.4, - xlabel="Iteration", - ylabel="MSE", - title="(b) NNq Training Loss", - legendfont=font("times", 10), - tickfont=font("times", 10), - guidefont=font("times", 12)) - - ma_loss = moving_average(qnn_loss_df.loss, window_size) - plot!(p[2], ma_loss, - label="Moving Average (n=$window_size)", - color=:red, - linewidth=2, - alpha=0.8) - - # Save the figure - savefig(p, "doc/tutorials/implements/plot/figures/m50_nn_training.png") -end - -# Replace the original plot_loss calls with: -plot_losses(epnn_loss_df, qnn_loss_df) - diff --git a/doc/tutorials/implements/plot/plot_m50_training.jl b/doc/tutorials/implements/plot/plot_m50_training.jl deleted file mode 100644 index 2b7d5f7..0000000 --- a/doc/tutorials/implements/plot/plot_m50_training.jl +++ /dev/null @@ -1,39 +0,0 @@ -using JLD2 -using Plots -using Statistics -using Measures - -m50_result = load("doc/tutorials/implements/save/m50_opt.jld2") -opt_loss_df = m50_result["loss_df"] -# Calculate moving average -function moving_average(data, window_size) - output = similar(data) - for i in 1:length(data) - start_idx = max(1, i - window_size + 1) - output[i] = mean(data[start_idx:i]) - end - return output -end - -# Create plot with customizations -p = plot(opt_loss_df.loss, - label="Original Loss", - color=:gray, - alpha=0.4, - xlabel="Iteration", - ylabel="MSE", - legendfont=font("times", 10), - tickfont=font("times", 10), - guidefont=font("times", 12), - xticks=0:10:length(opt_loss_df.loss), - dpi=300) - -# Add moving average -window_size = 10 # Adjust this value to change the smoothing level -ma_loss = moving_average(opt_loss_df.loss, window_size) -plot!(ma_loss, - label="Moving Average (n=$window_size)", - color=:red, - linewidth=2, - alpha=0.8) -# savefig(p, "doc/tutorials/implements/plot/figures/m50_training_0.001.png") \ No newline at end of file diff --git a/doc/tutorials/implements/run_dplHBV.jl b/doc/tutorials/implements/run_dplHBV.jl deleted file mode 100644 index 5ccf756..0000000 --- a/doc/tutorials/implements/run_dplHBV.jl +++ /dev/null @@ -1,72 +0,0 @@ -using CSV -using Lux -using LuxCore -using Random -using DataFrames -using Symbolics -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using BenchmarkTools -using StableRNGs -using DataInterpolations -using Optimization -using OptimizationOptimisers -using SciMLSensitivity -using JLD2 -using Plots -include("../../../src/HydroModels.jl") -include("../models/dplHBV.jl") -include("loss_functions.jl") - -#* load data -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -ts = collect(1:10000) -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -dayl_vec = df[ts, "dayl(day)"] -pet_vec = @. 29.8 * dayl_vec * 24 * 0.611 * exp((17.3 * temp_vec) / (temp_vec + 237.3)) / (temp_vec + 273.2) -qobs_vec = df[ts, "flow(mm)"] -input = (prcp=prcp_vec, pet=pet_vec, temp=temp_vec) -#* prepare parameters -psnn_ps, psnn_st = Lux.setup(StableRNG(123), params_nn) -psnn_ps_ca = ComponentVector(psnn_ps) -psnn_ps_vec = Vector(ComponentVector(psnn_ps)) -params = ComponentVector(TT=0.0, CFMAX=5.0, CWH=0.1, CFR=0.05, FC=200.0, LP=0.6, k0=0.06, k1=0.2, k2=0.1, PPERC=2, UZL=10) -nns = ComponentVector(NamedTuple{Tuple([nn_wrapper.meta.name])}([psnn_ps_vec])) -init_states = ComponentVector(suz=0.0, slz=0.0, soilwater=0.0, meltwater=0.0, snowpack=0.0) -pas = ComponentVector(params=params, initstates=init_states, nn=nns) -#* define config -config = (solver=HydroModels.ODESolver(), timeidx=ts, interp=LinearInterpolation) -#* run model -# @btime result = model(input, pas, timeidx=ts, convert_to_ntp=true) - -# sum((result.q .- qobs_vec) .^ 2) / sum((qobs_vec .- mean(qobs_vec)) .^2) -# # # #! set the tunable parameters boundary -# # #! prepare flow -tunable_pas = ComponentVector(params=params, nn=(pnn=psnn_ps_vec,)) -const_pas = ComponentVector(initstates=init_states) - -model_grad_opt = HydroModels.GradOptimizer(component=model, maxiters=100, adtype=AutoZygote(), solve_alg=Adam(1e-2)) -config = (solver=HydroModels.ODESolver(sensealg=BacksolveAdjoint(autodiff=true)), timeidx=ts, interp=LinearInterpolation) -hbv_hydro_opt_params, loss_df = model_grad_opt( - [input], [(q=qobs_vec,)], - tunable_pas=tunable_pas, - const_pas=const_pas, - return_loss_df=true -) - -# mse_value, fhv_value, nse_value = mse(qobs_vec, result.q), fhv(qobs_vec, result.q, 0.1), nse(qobs_vec, result.q) - -# plot(result.q, label="simulated-before-optimal") -# plot!(re_result.q, label="simulated-after-optimal") -# plot!(qobs_vec, label="observed") - -# hbv_hydro_opt_params = load("doc/tutorials/implements/save/dplHBV_opt.jld2", "opt_params") -# re_result = model(input, hbv_hydro_opt_params, timeidx=ts, convert_to_ntp=true) -# plot(re_result.q, label="simulated") -# plot!(qobs_vec, label="observed") -# 1 - sum((re_result.q .- qobs_vec) .^ 2) / sum((qobs_vec .- mean(qobs_vec)) .^2) - -# # save result -# save("doc/tutorials/implements/save/dplHBV_opt.jld2", "loss_df", loss_df, "opt_params", hbv_hydro_opt_params) \ No newline at end of file diff --git a/doc/tutorials/implements/run_exphydro_optimize.jl b/doc/tutorials/implements/run_exphydro_optimize.jl deleted file mode 100644 index 7e958fa..0000000 --- a/doc/tutorials/implements/run_exphydro_optimize.jl +++ /dev/null @@ -1,61 +0,0 @@ -using CSV -using DataFrames -using Lux -using ModelingToolkit -using LuxCore -using StableRNGs -using ComponentArrays -using DataInterpolations -using OrdinaryDiffEq -using Statistics -using BenchmarkTools -using Plots -using OptimizationBBO -using SciMLSensitivity -using JLD2 -# using HydroModels -include("../../../src/HydroModels.jl") -include("../models/exphydro.jl") -# model_grad_opt = HydroModels.GradOptimizer(component=exphydro_model, solve_alg=Adam(1e-2), adtype=Optimization.AutoForwardDiff(), maxiters=100) - - -# load data -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -ts = collect(1:10000) -input = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -q_vec = df[ts, "flow(mm)"] - -model_hydro_opt = HydroModels.HydroOptimizer( - component=exphydro_model, - maxiters=10000, - warmup=100, - solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), - loss_func=(obs, sim) -> sum((obs .- sim) .^ 2) / length(obs) -) -tunable_pas = ComponentVector(params=ComponentVector( - f=0.01674478, Smax=1709.461015, Qmax=18.46996175, - Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084 -)) -const_pas = ComponentVector(initstates=ComponentVector(snowpack=0.0, soilwater=1300.0)) -config = (solver=HydroModels.ODESolver(), interp=LinearInterpolation) - -exphydro_hydro_opt_params, loss_df = model_hydro_opt( - [input], [(flow=q_vec,)], - tunable_pas=tunable_pas, - const_pas=const_pas, - config=[config], - lb=[0.0, 100.0, 10.0, 0.0, 0.0, -3.0], - ub=[0.1, 2000.0, 50.0, 5.0, 3.0, 0.0], - return_loss_df=true -) -output = exphydro_model(input, exphydro_hydro_opt_params, config=config, convert_to_ntp=true) -save("doc/tutorials/implements/save/exphydro_opt.jld2", "loss_df", loss_df, "opt_params", exphydro_hydro_opt_params, "output", output) -# exphydro_grad_opt_params, loss_df = model_grad_opt( -# [input], [(flow=q_vec,)], -# tunable_pas=tunable_pas, -# const_pas=const_pas, -# config=[config], -# return_loss_df=true -# ) \ No newline at end of file diff --git a/doc/tutorials/implements/run_grid_models.jl b/doc/tutorials/implements/run_grid_models.jl deleted file mode 100644 index f602426..0000000 --- a/doc/tutorials/implements/run_grid_models.jl +++ /dev/null @@ -1,51 +0,0 @@ -using DataFrames -using CSV -using JLD2 -using ComponentArrays -using HydroModels -using Plots -using OrdinaryDiffEq -using NamedTupleTools -include("../models/HBV.jl") - -# 加载流域连接关系信息 -grid_ids = collect(1:length(index_info)) -param_types = Symbol.(grid_ids) -grid_area = (0.1 * 111)^2 - -timeidx = collect(1:length(qobs))[1:9000] -# 准备模型的输入数据:Vector{NamedTuple} -input_data = Vector{NamedTuple}() -for id in grid_ids - push!(input_data, (prcp=grid_prec_df[timeidx, string(id)] .* 24, ep=grid_prec_df[timeidx, string(id)] .* 2.4)) -end - -# lumped model下的最优参数: 102.10581100749681 -2.57143626082281 61.515655243008084 2.3368971035090835 -# 初始化模型参数, 假设每个子流域享有一个参数 -basic_params = (x1=102.10581100749681, x2=-2.57143626082281, x3=61.515655243008084, x4=2.3368971035090835, lag=0.1) -initstates = (soilwater=0.0, routingstore=0.0, s_river=0.0) -area_coefs = NamedTuple{Tuple(param_types)}([(area_coef=grid_area,) for i in eachindex(param_types)]) -node_params = NamedTuple{Tuple(param_types)}(repeat([basic_params], length(grid_ids))) -node_params = merge_recursive(node_params, area_coefs) -node_initstates = NamedTuple{Tuple(param_types)}(repeat([initstates], length(grid_ids))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) - -gr4j_grid_models = load_gr4j_grid_model(flwdir_matrix, index_info, param_types) -base_config = (solver=ODESolver(),) -timeidx_hourly = collect(timeidx .- 1) .* 12 -# route_config = (timeidx=timeidx_hourly, solver=ODESolver(alg=Rosenbrock23(), reltol=1e-2, abstol=1e-2),) -route_config = (timeidx=timeidx_hourly, solver=ODESolver(),) -configs = [base_config, base_config, NamedTuple(), route_config] - -n = HydroModels.build_grid_digraph(flwdir_matrix, index_info) - -# 运行模型 -output = gr4j_grid_models(input_data, node_pas, config=configs, convert_to_ntp=true); -# output_105 = output[105] -# # 获取输出节点数据105 -# outlet_result = DataFrame(output_105) -# # outlet_result = DataFrame(output[1]) -# # node_2_result = DataFrame(output[2]) -# # # 绘制结果 -# plot(outlet_result.q_routed[1000:1500], label="Qsim_routed") -# plot!(qobs[1000:1500], label="Qobs") \ No newline at end of file diff --git a/doc/tutorials/implements/run_hbv_light.jl b/doc/tutorials/implements/run_hbv_light.jl deleted file mode 100644 index 380971c..0000000 --- a/doc/tutorials/implements/run_hbv_light.jl +++ /dev/null @@ -1,66 +0,0 @@ -using CSV -using Lux -using LuxCore -using Random -using DataFrames -using Symbolics -using ComponentArrays -using OrdinaryDiffEq -using ModelingToolkit -using BenchmarkTools -using StableRNGs -using Optimization -using OptimizationBBO -using HydroErrors -include("../../../src/HydroModels.jl") -include("../models/HBV.jl") - -# load data -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -ts = collect(1:10000) -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -dayl_vec = df[ts, "dayl(day)"] -qobs_vec = df[ts, "flow(mm)"] -pet_vec = @. 29.8 * dayl_vec * 24 * 0.611 * exp((17.3 * temp_vec) / (temp_vec + 237.3)) / (temp_vec + 273.2) -params = ComponentVector(TT=0.0, CFMAX=5.0, CWH=0.1, CFR=0.05, FC=200.0, LP=0.6, BETA=3.0, k0=0.06, k1=0.2, k2=0.1, PPERC=2, UZL=10) -init_states = ComponentVector(suz=0.0, slz=0.0, soilwater=0.0, meltwater=0.0, snowpack=0.0) -pas = ComponentVector(params=params, initstates=init_states) -input = (prcp=prcp_vec, pet=pet_vec, temp=temp_vec) -result = model(input, pas, timeidx=ts, convert_to_ntp=true) -#! set the tunable parameters boundary -lower_bounds = [-1.5, 1, 0.0, 0.0, 50.0, 0.3, 1.0, 0.05, 0.01, 0.001, 0.0, 0.0] -upper_bounds = [1.2, 8.0, 0.2, 0.1, 500.0, 1.0, 6.0, 0.5, 0.3, 0.15, 3.0, 70.0] -#! prepare flow -tunable_pas = ComponentVector(params=params) -const_pas = ComponentVector(initstates=init_states) - -model_hydro_opt = HydroModels.HydroOptimizer(component=model, maxiters=100) -hbv_hydro_opt_params, loss_df = model_hydro_opt( - [input], [(q=qobs_vec,)], - tunable_pas=tunable_pas, - const_pas=const_pas, - lb=lower_bounds, - ub=upper_bounds, - return_loss_df=true -) -plot(loss_df[!,:loss]) - -# #* ComponentVector{Float64}(params = (TT = -1.2223657527438707, CFMAX = 2.201359793941345, CWH = 0.022749518921432663, CFR = 0.058335602629828544, FC = 160.01327559173077, LP = 0.7042581781418978, -# #* beta = 5.580695551758287, k0 = 0.0500023960318018, k1 = 0.04573064980956475, k2 = 0.14881856483902567, PERC = 1.3367222956722589, UZL = 44.059927907190016)) -# #! model calibration -# best_pas = HydroModels.param_box_optim( -# hbv_model, -# tunable_pas=ComponentVector(params=params), -# const_pas=ComponentVector(initstates=init_states), -# input=input, -# target=output, -# timeidx=ts, -# lb=lower_bounds, -# ub=upper_bounds, -# solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), -# maxiters=1000, -# ) - -# result = hbv_model(input, HydroModels.merge_ca(pas, best_pas), timeidx=ts) -# HydroModels.nse(result.flow, qobs_vec) \ No newline at end of file diff --git a/doc/tutorials/implements/run_m100_optimize.jl b/doc/tutorials/implements/run_m100_optimize.jl deleted file mode 100644 index 370e814..0000000 --- a/doc/tutorials/implements/run_m100_optimize.jl +++ /dev/null @@ -1,153 +0,0 @@ -using CSV -using DataFrames -using Lux -using ModelingToolkit -using LuxCore -using StableRNGs -using ComponentArrays -using DataInterpolations -using OrdinaryDiffEq -using Statistics -using BenchmarkTools -using Plots -using OptimizationOptimisers -using SciMLSensitivity -# using HydroModels -include("../../../src/HydroModels.jl") - - -# include need add the module name: HydroModels -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -#! parameters in the Exp-Hydro model -@parameters Tmin Tmax Df Smax f Qmax -#! parameters in normalize flux -@parameters snowpack_std snowpack_mean -@parameters soilwater_std soilwater_mean -@parameters prcp_std prcp_mean -@parameters temp_std temp_mean - -#! hydrological flux in the Exp-Hydro model -@variables prcp temp lday pet rainfall snowfall -@variables snowpack soilwater lday pet -@variables melt log_evap_div_lday log_flow asinh_melt asinh_ps asinh_pr -@variables norm_snw norm_slw norm_temp norm_prcp - -#! define the m100 NN -m100_nn = Lux.Chain( - Lux.Dense(4, 32, tanh), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 5), - name=:m100nn -) -m100_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), m100_nn)))) - -#! get init parameters for each NN - -#! define the soil water reservoir -m100_funcs = [ - #* normalize - HydroFlux([snowpack] => [norm_snw], [snowpack_mean, snowpack_std], exprs=[(snowpack - snowpack_mean) / snowpack_std]), - HydroFlux([soilwater] => [norm_slw], [soilwater_mean, soilwater_std], exprs=[(soilwater - soilwater_mean) / soilwater_std]), - HydroFlux([prcp] => [norm_prcp], [prcp_mean, prcp_std], exprs=[(prcp - prcp_mean) / prcp_std]), - HydroFlux([temp] => [norm_temp], [temp_mean, temp_std], exprs=[(temp - temp_mean) / temp_std]), - NeuralFlux([norm_snw, norm_slw, norm_prcp, norm_temp] => [log_evap_div_lday, log_flow, asinh_melt, asinh_ps, asinh_pr], m100_nn), - HydroFlux([asinh_melt, snowpack] => [melt], exprs=[relu(sinh(asinh_melt) * step_func(snowpack))]), -] - -m100_nn_flux = soil_funcs[end-1] -state_expr1 = relu(sinh(asinh_ps)) * step_func(-temp) - melt -state_expr2 = relu(sinh(asinh_pr)) + melt - step_func(soilwater) * lday * exp(log_evap_div_lday) - step_func(soilwater) * exp(log_flow) -m100_dfuncs = [ - StateFlux([asinh_ps, temp, melt], snowpack, Num[], expr=state_expr1), - StateFlux([asinh_pr, melt, soilwater, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr2), -] -m100_bucket = HydroBucket(name=:m100_bucket, funcs=m100_funcs, dfuncs=m100_dfuncs) -m100_bucket.ode_func -#! define the Exp-Hydro model -m100_model = HydroModel(name=:m100, components=[m100_bucket]); - -# load data -data = CSV.read("data/exphydro/01013500.csv", DataFrame) - -# predefine the parameters -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - -# load data -file_path = "data/m50/01013500.csv" -data = CSV.File(file_path) -df = DataFrame(data) -ts = collect(1:10000) -# cols: Baseflow,Evap,Flow,Infiltration,Lday,Melt,Pet,Prcp,Rainfall,Snowfall,Surfaceflow,Temp,SoilWater,SnowWater -lday_vec = df[ts, "Lday"] -prcp_vec = df[ts, "Prcp"] -temp_vec = df[ts, "Temp"] -flow_vec = df[ts, "Flow"] - -log_flow_vec = log.(flow_vec) -log_evap_div_lday_vec = log.(df[ts, "Evap"] ./ lday_vec) -asinh_melt_vec = asinh.(df[ts, "Melt"]) -asinh_ps_vec = asinh.(df[ts, "Snowfall"]) -asinh_pr_vec = asinh.(df[ts, "Rainfall"]) -norm_prcp_vec = (prcp_vec .- mean(prcp_vec)) ./ std(prcp_vec) -norm_temp_vec = (temp_vec .- mean(temp_vec)) ./ std(temp_vec) -norm_snw_vec = (df[ts, "SnowWater"] .- mean(df[ts, "SnowWater"])) ./ std(df[ts, "SnowWater"]) -norm_slw_vec = (df[ts, "SoilWater"] .- mean(df[ts, "SoilWater"])) ./ std(df[ts, "SoilWater"]) -nn_input = (norm_snw=norm_snw_vec, norm_slw=norm_slw_vec, norm_temp=norm_temp_vec, norm_prcp=norm_prcp_vec) - -nn_grad_opt = HydroModels.GradOptimizer(component=m100_nn_flux, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=1000) -nn_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(m100_nn_flux)]))') -nn_output = ( - log_evap_div_lday=log_evap_div_lday_vec, log_flow=log_flow_vec, - asinh_melt=asinh_melt_vec, asinh_ps=asinh_ps_vec, asinh_pr=asinh_pr_vec -) - -nn_opt_params, nn_loss_df = nn_grad_opt( - [nn_input_matrix], [nn_output], - tunable_pas=ComponentVector(nn=(m100nn=m100_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true -) -norm_pas = ComponentVector( - snowpack_mean=mean(norm_snw_vec), soilwater_mean=mean(norm_slw_vec), prcp_mean=mean(norm_prcp_vec), temp_mean=mean(norm_temp_vec), - snowpack_std=std(norm_snw_vec), soilwater_std=std(norm_slw_vec), prcp_std=std(norm_prcp_vec), temp_std=std(norm_temp_vec) -) -m100_const_pas = ComponentVector( - initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), - params=norm_pas -) -m100_input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) -# 5.080 s (15939665 allocations: 16.79 GiB) -# @btime m100_model(m100_input, ComponentVector(nn=(m100nn=nn_opt_params,), params=norm_pas, initstates=ComponentVector(snowpack=0.0, soilwater=1300.0))) - -m100_opt = HydroModels.GradOptimizer(component=m100_model, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=100) -config = (solver=HydroModels.ODESolver(sensealg=BacksolveAdjoint(autodiff=ZygoteVJP())), interp=LinearInterpolation) -norm_pas = ComponentVector( - snowpack_mean=mean(norm_snw_vec), soilwater_mean=mean(norm_slw_vec), prcp_mean=mean(norm_prcp_vec), temp_mean=mean(norm_temp_vec), - snowpack_std=std(norm_snw_vec), soilwater_std=std(norm_slw_vec), prcp_std=std(norm_prcp_vec), temp_std=std(norm_temp_vec) -) -m100_const_pas = ComponentVector( - initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), - params=norm_pas -) -m100_tunable_pas = ComponentVector( - nn=ComponentVector(m100nn=m100_nn_params) -) -m100_input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) -m100_opt_params, m100_loss_df = m100_opt( - [m100_input], [nn_output], - tunable_pas=m100_tunable_pas, - const_pas=m100_const_pas, - config=[config], - return_loss_df=true -) -# # plot(m50_loss_df[!,:loss]) -# @btime result = m50_model(m50_input, m50_opt_params; config) diff --git a/doc/tutorials/implements/run_m50_optimize.jl b/doc/tutorials/implements/run_m50_optimize.jl deleted file mode 100644 index ed0fb7e..0000000 --- a/doc/tutorials/implements/run_m50_optimize.jl +++ /dev/null @@ -1,102 +0,0 @@ -using CSV -using DataFrames -using Lux -using ModelingToolkit -using LuxCore -using StableRNGs -using ComponentArrays -using DataInterpolations -using OrdinaryDiffEq -using Statistics -using BenchmarkTools -using Plots -using JLD2 -using OptimizationOptimisers -using SciMLSensitivity -# using HydroModels -include("../../../src/HydroModels.jl") -include("../models/m50.jl") - -# load data -data = CSV.read("data/exphydro/01013500.csv", DataFrame) -ts = collect(1:10000) -input = (lday=data[ts, "dayl(day)"], temp=data[ts, "tmean(C)"], prcp=data[ts, "prcp(mm/day)"]) -flow_vec = data[ts, "flow(mm)"] -load_exphydro = load("doc/tutorials/implements/save/exphydro_opt.jld2") -exphydro_output = load_exphydro["output"] -exphydro_opt_params = load_exphydro["opt_params"] -# predefine the parameters -Df, Tmax, Tmin = exphydro_opt_params.params.Df, exphydro_opt_params.params.Tmax, exphydro_opt_params.params.Tmin - -#* prepare the nn input -log_flow_vec = log.(exphydro_output.flow) -log_evap_div_lday_vec = log.(exphydro_output.evap ./ exphydro_output.lday) -norm_prcp_vec = (exphydro_output.prcp .- mean(exphydro_output.prcp)) ./ std(exphydro_output.prcp) -norm_temp_vec = (exphydro_output.temp .- mean(exphydro_output.temp)) ./ std(exphydro_output.temp) -norm_snw_vec = (exphydro_output.snowpack .- mean(exphydro_output.snowpack)) ./ std(exphydro_output.snowpack) -norm_slw_vec = (exphydro_output.soilwater .- mean(exphydro_output.soilwater)) ./ std(exphydro_output.soilwater) -nn_input = (norm_snw=norm_snw_vec, norm_slw=norm_slw_vec, norm_temp=norm_temp_vec, norm_prcp=norm_prcp_vec) -ep_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(ep_nn_flux)]))') -q_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(q_nn_flux)]))') - -#* train the ep nn -ep_grad_opt = HydroModels.GradOptimizer(component=ep_nn_flux, solve_alg=Adam(1e-2), adtype=AutoZygote(), maxiters=1000) -ep_output = (log_evap_div_lday=log_evap_div_lday_vec,) -ep_opt_params, epnn_loss_df = ep_grad_opt( - [ep_input_matrix], [ep_output], - tunable_pas=ComponentVector(nn=(epnn=ep_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true -) -#* train the q nn -q_grad_opt = HydroModels.GradOptimizer(component=q_nn_flux, solve_alg=Adam(1e-2), adtype=AutoZygote(), maxiters=1000) -q_opt_params, qnn_loss_df = q_grad_opt( - [q_input_matrix], [(log_flow=log_flow_vec,)], - tunable_pas=ComponentVector(nn=(qnn=q_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true -) -q_flux_output = q_nn_flux(q_input_matrix, q_opt_params) - -# save("doc/tutorials/implements/save/m50_nn_opt.jld2", "epnn_params", ep_opt_params, "qnn_params", q_opt_params, "epnn_loss_df", epnn_loss_df, "qnn_loss_df", qnn_loss_df) - -#* define parameters -norm_pas = ComponentVector( - snowpack_mean=mean(exphydro_output.snowpack), soilwater_mean=mean(exphydro_output.snowpack), prcp_mean=mean(input.prcp), temp_mean=mean(input.temp), - snowpack_std=std(exphydro_output.snowpack), soilwater_std=std(exphydro_output.snowpack), prcp_std=std(input.prcp), temp_std=std(input.temp) -) -m50_const_pas = ComponentVector( - initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), - params=ComponentVector(Tmin=Tmin, Tmax=Tmax, Df=Df; norm_pas...) -) -m50_tunable_pas = ComponentVector( - nn=ComponentVector(epnn=ep_nn_params, qnn=q_nn_params) -) -#* build optimizer for m50 model -m50_opt = HydroModels.GradOptimizer(component=m50_model, solve_alg=Adam(1e-2), adtype=AutoZygote(), maxiters=100) - -#* prepare input and config -m50_input = (prcp=exphydro_output.prcp, lday=exphydro_output.lday, temp=exphydro_output.temp) -config = (solver=HydroModels.ODESolver(sensealg=BacksolveAdjoint(autojacvec=ZygoteVJP())), interp=LinearInterpolation, alg=BS3()) -q_output = (flow=flow_vec,) - -#* optimize the model -m50_opt_params, m50_loss_df = m50_opt( - [m50_input], [q_output], - tunable_pas=m50_tunable_pas, - const_pas=m50_const_pas, - config=[config], - return_loss_df=true -) -save("doc/tutorials/implements/save/m50_opt.jld2", "loss_df", m50_loss_df, "opt_params", - m50_opt_params, "epnn_params", ep_opt_params, "qnn_params", q_opt_params) - -m50_opt_params = load("doc/tutorials/implements/save/m50_opt.jld2")["opt_params"] -m50_output = m50_model(input, m50_opt_params, config=config, convert_to_ntp=true) -result = (exphydro=exphydro_output.flow, m50=exp.(m50_output.log_flow), sim=flow_vec) -# plot(m50_output.flow) -# plot(exp.(q_flux_output)[1,:]) -# plot!(exphydro_output.flow) -# plot!(flow_vec) - -# plot(m50_loss_df.loss) \ No newline at end of file diff --git a/doc/tutorials/implements/run_rapid_models.jl b/doc/tutorials/implements/run_rapid_models.jl deleted file mode 100644 index 9828ad3..0000000 --- a/doc/tutorials/implements/run_rapid_models.jl +++ /dev/null @@ -1,44 +0,0 @@ -using DataFrames -using CSV -using JLD2 -using ComponentArrays -using Plots -using HydroModels -using OrdinaryDiffEq - -include("load_data.jl") -include("models/gr4j.jl") - -# 加载流域连接关系信息 -dg8, hybas_id = load("data/jld2/sub_basin_network_8.jld2", "dg8", "hybas_id") - -# 准备模型的输入数据:Vector{NamedTuple} -input_data = Vector{NamedTuple}() -timeidx = collect(1:length(qobs)) -for id in hybas_id - push!(input_data, (prcp=vector_prec_df[timeidx, string(id)] .* 24, ep=vector_prec_df[timeidx, string(id)] .* 2.4)) -end - -# lumped model下的最优参数: 102.10581100749681 -2.57143626082281 61.515655243008084 2.3368971035090835 -# 初始化模型参数, 假设每个子流域享有一个参数 -basic_params = (x1=102.10581100749681, x2=-2.57143626082281, x3=61.515655243008084, x4=2.3368971035090835, k=1.0, x=0.5) -initstates = (soilwater=0.0, routingstore=0.0) -param_types = Symbol.(hybas_id) -node_params = NamedTuple{Tuple(param_types)}(repeat([basic_params], length(hybas_id))) -node_initstates = NamedTuple{Tuple(param_types)}(repeat([initstates], length(hybas_id))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) -gr4j_vector_models = load_gr4j_rapid_model(dg8, subasin_areas) -# 运行模型 -timeidx_hourly = collect(timeidx) .* 12 -base_config = (solver=ODESolver(),) -route_config = (solver=DiscreteSolver(), delta_t=12.0, timeidx=timeidx_hourly) -configs = [base_config, base_config, route_config] -output = gr4j_vector_models(input_data, node_pas, config=configs, convert_to_ntp=true) -outlet_result = DataFrame(output[1]) -node_2_result = DataFrame(output[2]) - -# # 绘制结果 -plot(outlet_result.flow_routed[9100:10000], label="Qsim") -plot!(qobs[9100:10000], label="Qobs") -# using HydroErrors -# HydroErrors.r2(outlet_result.flow_routed, qobs[timeidx]) diff --git a/doc/tutorials/implements/run_vector_models.jl b/doc/tutorials/implements/run_vector_models.jl deleted file mode 100644 index 718676ca..0000000 --- a/doc/tutorials/implements/run_vector_models.jl +++ /dev/null @@ -1,49 +0,0 @@ -using DataFrames -using CSV -using JLD2 -using ComponentArrays -using Plots -using HydroModels -using OrdinaryDiffEq -using NamedTupleTools - -include("load_data.jl") -include("models/gr4j.jl") - -# 加载流域连接关系信息 -dg8, hybas_id = load("data/jld2/sub_basin_network_8.jld2", "dg8", "hybas_id") - -# 准备模型的输入数据:Vector{NamedTuple} -input_data = Vector{NamedTuple}() -timeidx = collect(1:length(qobs)) -for id in hybas_id - push!(input_data, (prcp=vector_prec_df[timeidx, string(id)] .* 24, ep=vector_prec_df[timeidx, string(id)] .* 2.4)) -end - -# lumped model下的最优参数: 102.10581100749681 -2.57143626082281 61.515655243008084 2.3368971035090835 -# 初始化模型参数, 假设每个子流域享有一个参数 subasin_areas -basic_params = (x1=202.10581100749681, x2=-2.57143626082281, x3=31.515655243008084, x4=3.3368971035090835, lag=0.1) -initstates = (soilwater=0.0, routingstore=0.0, s_river=0.0) -param_types = Symbol.(hybas_id) -area_coefs = @. 24 * 3600 / (subasin_areas * 1e6) * 1e3 -area_coefs = NamedTuple{Tuple(param_types)}([(area_coef=area_coefs[i],) for i in eachindex(area_coefs)]) -node_params = NamedTuple{Tuple(param_types)}(repeat([basic_params], length(hybas_id))) -node_params = merge_recursive(node_params, area_coefs) -node_initstates = NamedTuple{Tuple(param_types)}(repeat([initstates], length(hybas_id))) -node_pas = ComponentVector(params=node_params, initstates=node_initstates) -gr4j_vector_models = load_gr4j_vector_model(dg8, param_types) -# 运行模型 -timeidx_hourly = collect(timeidx) .* 12 -base_config = (solver=ODESolver(),) -convert_config = NamedTuple() -route_config = (solver=ODESolver(), delta_t=12.0, timeidx=timeidx_hourly) -configs = [base_config, base_config, convert_config, route_config] -@time output = gr4j_vector_models(input_data, node_pas, config=configs, convert_to_ntp=true) -outlet_result = DataFrame(output[1]) -node_2_result = DataFrame(output[2]) - -# # 绘制结果 -plot(output[1].q_routed[2500:2700], label="Qsim") -plot!(qobs[2500:2700], label="Qobs") -# using HydroErrors -# HydroErrors.r2(outlet_result.flow_routed, qobs[timeidx]) diff --git a/doc/tutorials/implements/save/dplHBV_opt.jld2 b/doc/tutorials/implements/save/dplHBV_opt.jld2 deleted file mode 100644 index 25d888a..0000000 Binary files a/doc/tutorials/implements/save/dplHBV_opt.jld2 and /dev/null differ diff --git a/doc/tutorials/implements/save/exphydro_opt.jld2 b/doc/tutorials/implements/save/exphydro_opt.jld2 deleted file mode 100644 index 1401699..0000000 Binary files a/doc/tutorials/implements/save/exphydro_opt.jld2 and /dev/null differ diff --git a/doc/tutorials/implements/save/m50_nn_opt.jld2 b/doc/tutorials/implements/save/m50_nn_opt.jld2 deleted file mode 100644 index 4ff62d7..0000000 Binary files a/doc/tutorials/implements/save/m50_nn_opt.jld2 and /dev/null differ diff --git a/doc/tutorials/implements/save/m50_opt.jld2 b/doc/tutorials/implements/save/m50_opt.jld2 deleted file mode 100644 index 188cb78..0000000 Binary files a/doc/tutorials/implements/save/m50_opt.jld2 and /dev/null differ diff --git a/doc/tutorials/implements/save/m50_opt_forwarddiff.jld2 b/doc/tutorials/implements/save/m50_opt_forwarddiff.jld2 deleted file mode 100644 index 0eed9cb..0000000 Binary files a/doc/tutorials/implements/save/m50_opt_forwarddiff.jld2 and /dev/null differ diff --git a/doc/tutorials/models/HBV.jl b/doc/tutorials/models/HBV.jl deleted file mode 100644 index bb2ff5d..0000000 --- a/doc/tutorials/models/HBV.jl +++ /dev/null @@ -1,59 +0,0 @@ -using ModelingToolkit - -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel - -@variables soilwater snowpack meltwater suz slz -@variables prcp pet temp - -@variables rainfall snowfall -@variables melt refreeze infil -@variables wetness excess recharge evap -@variables q0 q1 q2 q perc - -@parameters TT CFMAX CFR CWH LP FC BETA PPERC UZL k0 k1 k2 kp - -#* snowfall and rainfall split flux -split_flux = HydroFlux([prcp, temp] => [snowfall, rainfall], [TT], exprs=[step_func(TT - temp) * prcp, step_func(temp - TT) * prcp]) -#* snowpack bucket -snow_funcs = [ - HydroFlux([temp, snowpack] => [melt], [TT, CFMAX], exprs=[min(snowpack, max(0.0, temp - TT) * CFMAX)]), - HydroFlux([temp, meltwater] => [refreeze], [TT, CFR, CFMAX], - exprs=[min(max((TT - temp), 0.0) * CFR * CFMAX, meltwater)]), - HydroFlux([meltwater] => [infil], [CWH], exprs=[max(0.0, meltwater - snowpack * CWH)]) -] -snow_dfuncs = [StateFlux([snowfall, refreeze] => [melt], snowpack), StateFlux([melt] => [refreeze, infil], meltwater)] -snow_bucket = HydroBucket(name=:hbv_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -#* soilwater bucket -soil_funcs = [ - HydroFlux([infil, rainfall] => [recharge], [FC, BETA], exprs=[(rainfall + infil) * clamp((max(soilwater / FC,0.0))^BETA, 0, 1)]), - HydroFlux([soilwater] => [excess], [FC], exprs=[max(soilwater - FC, 0.0)]), - HydroFlux([soilwater, pet] => [evap], [LP, FC], exprs=[clamp(soilwater / (LP * FC), 0, 1) * pet]), -] -soil_dfuncs = [StateFlux([rainfall, infil] => [recharge, excess, evap], soilwater)] -soil_bucket = HydroBucket(name=:hbv_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - -zone_funcs = [ - HydroFlux([suz] => [perc], [PPERC], exprs=[suz * PPERC]), - HydroFlux([suz] => [q0], [UZL, k0], exprs=[max(0.0, suz - UZL) * k0]), - HydroFlux([suz] => [q1], [k1], exprs=[suz * k1]), - HydroFlux([slz] => [q2], [k2], exprs=[slz * k2]), - HydroFlux([q0, q1, q2] => [q], exprs=[q0 + q1 + q2]), -] - -zone_dfuncs = [ - StateFlux([recharge, excess] => [perc, q0, q1], suz), - StateFlux([perc] => [q2], slz), -] - -zone_bucket = HydroBucket( - name=:hbv_zone, - funcs=zone_funcs, - dfuncs=zone_dfuncs, -) - -model = HydroModel(name=:dpl_hbv, components=[split_flux, snow_bucket, soil_bucket, zone_bucket]) \ No newline at end of file diff --git a/doc/tutorials/models/LSTM.jl b/doc/tutorials/models/LSTM.jl deleted file mode 100644 index 528ada6..0000000 --- a/doc/tutorials/models/LSTM.jl +++ /dev/null @@ -1,48 +0,0 @@ -using Lux -using Lux: AbstractExplicitContainerLayer -using LuxCore -using StableRNGs - -struct SpiralClassifier{L,C} <: AbstractExplicitContainerLayer{(:lstm_cell, :classifier)} - lstm_cell::L - classifier::C -end - -function SpiralClassifier(in_dims, hidden_dims, out_dims) - return SpiralClassifier( - LSTMCell(in_dims => hidden_dims), Dense(hidden_dims => out_dims, sigmoid)) -end - -function (s::SpiralClassifier)( - x::AbstractArray{T,3}, ps::NamedTuple, st::NamedTuple) where {T} - # First we will have to run the sequence through the LSTM Cell - # The first call to LSTM Cell will create the initial hidden state - # See that the parameters and states are automatically populated into a field called - # `lstm_cell` We use `eachslice` to get the elements in the sequence without copying, - # and `Iterators.peel` to split out the first element for LSTM initialization. - x_init, x_rest = Iterators.peel(LuxOps.eachslice(x, Val(2))) - (y, carry), st_lstm = s.lstm_cell(x_init, ps.lstm_cell, st.lstm_cell) - # Now that we have the hidden state and memory in `carry` we will pass the input and - # `carry` jointly - for x in x_rest - (y, carry), st_lstm = s.lstm_cell((x, carry), ps.lstm_cell, st_lstm) - end - # After running through the sequence we will pass the output through the classifier - y, st_classifier = s.classifier(y, ps.classifier, st.classifier) - # Finally remember to create the updated state - st = merge(st, (classifier=st_classifier, lstm_cell=st_lstm)) - return vec(y), st -end - -classify = SpiralClassifier(3, 10, 1) -classify_func = (x, ps, st) -> LuxCore.apply(classify, x, ps, st) - -classify_func(ones(3, 10, 1),) - -lce = Lux.LSTMCell(3 => 10) -lps, lst = Lux.setup(StableRNGs.LehmerRNG(1234), lce) - -lce_func = (x, ps, st) -> LuxCore.apply(lce, x, ps, st)[1] - -re = lce_func(ones(3, 10), lps, lst) -length(re[2]) \ No newline at end of file diff --git a/doc/tutorials/models/dplHBV.jl b/doc/tutorials/models/dplHBV.jl deleted file mode 100644 index 0889477..0000000 --- a/doc/tutorials/models/dplHBV.jl +++ /dev/null @@ -1,68 +0,0 @@ -using ModelingToolkit - -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -NeuralWrapper = HydroModels.NeuralWrapper -HydroModel = HydroModels.HydroModel -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -function LSTMCompact(in_dims, hidden_dims, out_dims) - lstm_cell = LSTMCell(in_dims => hidden_dims) - classifier = Dense(hidden_dims => out_dims, sigmoid) - return @compact(; lstm_cell, classifier) do x::AbstractArray{T,2} where {T} - x = reshape(x, size(x)..., 1) - x_init, x_rest = Iterators.peel(LuxOps.eachslice(x, Val(2))) - y, carry = lstm_cell(x_init) - output = [vec(classifier(y))] - for x in x_rest - y, carry = lstm_cell((x, carry)) - output = vcat(output, [vec(classifier(y))]) - end - @return reduce(hcat, output) - end -end - -@variables soilwater snowpack meltwater suz slz -@variables prcp pet temp -@variables rainfall snowfall melt refreeze infil excess recharge evap q0 q1 q2 q perc -@parameters TT CFMAX CFR CWH LP FC PPERC UZL k0 k1 k2 kp -@variables BETA GAMMA -#* parameters estimate by NN -params_nn = LSTMCompact(3, 10, 2) -nn_wrapper = HydroModels.NeuralWrapper([prcp, temp, pet] => [BETA, GAMMA], params_nn, name=:pnn) - -#* snowfall and rainfall split flux -split_flux = HydroFlux([prcp, temp] => [snowfall, rainfall], [TT], - exprs=[step_func(TT - temp) * prcp, step_func(temp - TT) * prcp]) -#* snowpack bucket -snow_funcs = [ - HydroFlux([temp, snowpack] => [melt], [TT, CFMAX], exprs=[min(snowpack, max(0.0, temp - TT) * CFMAX)]), - HydroFlux([temp, meltwater] => [refreeze], [TT, CFR, CFMAX], exprs=[min(max((TT - temp), 0.0) * CFR * CFMAX, meltwater)]), - HydroFlux([meltwater] => [infil], [CWH], exprs=[max(0.0, meltwater - snowpack * CWH)]) -] -snow_dfuncs = [StateFlux([snowfall, refreeze] => [melt], snowpack), StateFlux([melt] => [refreeze, infil], meltwater)] -snow_bucket = HydroBucket(name=:hbv_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -#* soilwater bucket -soil_funcs = [ - HydroFlux([infil, rainfall, BETA] => [recharge], [FC], exprs=[(rainfall + infil) * clamp(max(0.0, soilwater / FC)^(BETA * 5 + 1), 0, 1)]), - HydroFlux([soilwater] => [excess], [FC], exprs=[max(soilwater - FC, 0.0)]), - HydroFlux([soilwater, pet, GAMMA] => [evap], [LP, FC], exprs=[clamp(max(0.0, soilwater / (LP * FC))^(GAMMA + 1), 0, 1) * pet]), -] -soil_dfuncs = [StateFlux([rainfall, infil] => [recharge, excess, evap], soilwater)] -soil_bucket = HydroBucket(name=:hbv_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - -#* up and low zone bucket -zone_funcs = [ - HydroFlux([suz] => [perc], [PPERC], exprs=[suz * PPERC]), - HydroFlux([suz] => [q0], [UZL, k0], exprs=[max(0.0, suz - UZL) * k0]), - HydroFlux([suz] => [q1], [k1], exprs=[suz * k1]), - HydroFlux([slz] => [q2], [k2], exprs=[slz * k2]), - HydroFlux([q0, q1, q2] => [q], exprs=[q0 + q1 + q2]), -] -zone_dfuncs = [StateFlux([recharge, excess] => [perc, q0, q1], suz), StateFlux([perc] => [q2], slz),] -zone_bucket = HydroBucket(name=:hbv_zone, funcs=zone_funcs, dfuncs=zone_dfuncs) -model = HydroModel(name=:dpl_hbv, components=[nn_wrapper, split_flux, snow_bucket, soil_bucket, zone_bucket]) - diff --git a/doc/tutorials/models/exphydro.jl b/doc/tutorials/models/exphydro.jl deleted file mode 100644 index 128613b..0000000 --- a/doc/tutorials/models/exphydro.jl +++ /dev/null @@ -1,29 +0,0 @@ -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 -# define variables and parameters - -@variables temp lday pet prcp snowfall rainfall snowpack melt -@parameters Tmin Tmax Df Smax Qmax f - -@variables soilwater pet evap baseflow surfaceflow flow rainfall - -# define model components -fluxes_1 = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), -] -dfluxes_1 = [StateFlux([snowfall] => [melt], snowpack),] -bucket_1 = HydroBucket(name=:surface, funcs=fluxes_1, dfuncs=dfluxes_1) - -fluxes_2 = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), -] -dfluxes_2 = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] -bucket_2 = HydroBucket(name=:soil, funcs=fluxes_2, dfuncs=dfluxes_2) - -exphydro_model = HydroModel(name=:exphydro, components=[bucket_1, bucket_2]) - -export bucket_1, exphydro_model diff --git a/doc/tutorials/models/gr4j.jl b/doc/tutorials/models/gr4j.jl deleted file mode 100644 index 1118966..0000000 --- a/doc/tutorials/models/gr4j.jl +++ /dev/null @@ -1,38 +0,0 @@ -using HydroModels -using ModelingToolkit: @parameters, @variables - -#* parameters in the GR4J model -@parameters x1 x2 x3 x4 lag area_coef -#* hydrological flux in the production store -@variables prcp ep soilwater pn en ps es perc pr slowflow fastflow -#* hydrological flux in the unit hydrograph -@variables slowflow_routed fastflow_routed -#* hydrological flux in the routing store -@variables routingstore exch routedflow flow q q_routed s_river - -#* define the production store -prod_funcs = [ - HydroFlux([prcp, ep] => [pn, en], exprs=[prcp - min(prcp, ep), ep - min(prcp, ep)]), - HydroFlux([pn, soilwater] => [ps], [x1], exprs=[max(0.0, pn * (1 - (soilwater / x1)^2))]), - HydroFlux([en, soilwater] => [es], [x1], exprs=[en * (2 * soilwater / x1 - (soilwater / x1)^2)]), - HydroFlux([soilwater] => [perc], [x1], exprs=[((x1)^(-4)) / 4 * ((4 / 9)^(4)) * (soilwater^5)]), - HydroFlux([pn, ps, perc] => [pr], exprs=[pn - ps + perc]), - HydroFlux([pr] => [slowflow, fastflow], exprs=[0.9 * pr, 0.1 * pr]), -] -prod_dfuncs = [StateFlux([ps] => [es, perc], soilwater)] -prod_ele = HydroBucket(name=:gr4j_prod, funcs=prod_funcs, dfuncs=prod_dfuncs) - -#* define the routing store -rst_funcs = [ - HydroFlux([routingstore] => [exch], [x2, x3], exprs=[x2 * abs(routingstore / x3)^3.5]), - HydroFlux([routingstore, slowflow, exch] => [routedflow], [x3], exprs=[x3^(-4) / 4 * (routingstore + slowflow + exch)^5]), - HydroFlux([routedflow, fastflow_routed, exch] => [flow], exprs=[routedflow + max(fastflow_routed + exch, 0.0)]), -] -rst_dfuncs = [StateFlux([exch, slowflow] => [routedflow], routingstore)] -rst_ele = HydroBucket(name=:gr4j_rst, funcs=rst_funcs, dfuncs=rst_dfuncs) -# convert_flux = HydroFlux([flow] => [q], [area_coef], exprs=[flow * area_coef]) - -uh_flux_1 = HydroModels.UnitHydroFlux(slowflow, slowflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_1_HALF), solvetype=:SPARSE) -uh_flux_2 = HydroModels.UnitHydroFlux(fastflow, fastflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_2_FULL), solvetype=:SPARSE) - -gr4j_model = HydroModel(name=:gr4j, components=[prod_ele, uh_flux_1, uh_flux_2, rst_ele]) \ No newline at end of file diff --git a/doc/tutorials/models/m100.jl b/doc/tutorials/models/m100.jl deleted file mode 100644 index e6074ac..0000000 --- a/doc/tutorials/models/m100.jl +++ /dev/null @@ -1,58 +0,0 @@ -using ModelingToolkit -using Lux -using StableRNGs - -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -#! parameters in the Exp-Hydro model -@parameters Tmin Tmax Df Smax f Qmax -#! parameters in normalize flux -@parameters snowpack_std snowpack_mean -@parameters soilwater_std soilwater_mean -@parameters prcp_std prcp_mean -@parameters temp_std temp_mean - -#! hydrological flux in the Exp-Hydro model -@variables prcp temp lday pet rainfall snowfall -@variables snowpack soilwater lday pet -@variables melt log_evap_div_lday log_flow asinh_melt asinh_ps asinh_pr -@variables norm_snw norm_slw norm_temp norm_prcp - -#! define the m100 NN -m100_nn = Lux.Chain( - Lux.Dense(4, 32, tanh), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 32, leakyrelu), - Lux.Dense(32, 5), - name=:m100nn -) -m100_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), m100_nn)))) - -#! get init parameters for each NN - -#! define the soil water reservoir -m100_funcs = [ - #* normalize - HydroFlux([snowpack] => [norm_snw], [snowpack_mean, snowpack_std], exprs=[(snowpack - snowpack_mean) / snowpack_std]), - HydroFlux([soilwater] => [norm_slw], [soilwater_mean, soilwater_std], exprs=[(soilwater - soilwater_mean) / soilwater_std]), - HydroFlux([prcp] => [norm_prcp], [prcp_mean, prcp_std], exprs=[(prcp - prcp_mean) / prcp_std]), - HydroFlux([temp] => [norm_temp], [temp_mean, temp_std], exprs=[(temp - temp_mean) / temp_std]), - NeuralFlux([norm_snw, norm_slw, norm_prcp, norm_temp] => [log_evap_div_lday, log_flow, asinh_melt, asinh_ps, asinh_pr], m100_nn), - HydroFlux([asinh_melt, snowpack] => [melt], exprs=[relu(sinh(asinh_melt) * step_func(snowpack))]), -] - -m100_nn_flux = soil_funcs[end-1] -state_expr1 = relu(sinh(asinh_ps)) * step_func(-temp) - melt -state_expr2 = relu(sinh(asinh_pr)) + melt - step_func(soilwater) * lday * exp(log_evap_div_lday) - step_func(soilwater) * exp(log_flow) -m100_dfuncs = [ - StateFlux([asinh_ps, temp, melt], snowpack, Num[], expr=state_expr1), - StateFlux([asinh_pr, melt, soilwater, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr2), -] -m100_bucket = HydroBucket(name=:m100_bucket, funcs=m100_funcs, dfuncs=m100_dfuncs) -m100_bucket.ode_func -#! define the Exp-Hydro model -m100_model = HydroModel(name=:m100, components=[m100_bucket]); - -export m100_model \ No newline at end of file diff --git a/doc/tutorials/models/m50.jl b/doc/tutorials/models/m50.jl deleted file mode 100644 index b07d3c6..0000000 --- a/doc/tutorials/models/m50.jl +++ /dev/null @@ -1,72 +0,0 @@ -using ModelingToolkit - -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel - -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 -#! parameters in the Exp-Hydro model -@parameters Tmin Tmax Df Smax f Qmax -#! parameters in normalize flux -@parameters snowpack_std snowpack_mean -@parameters soilwater_std soilwater_mean -@parameters prcp_std prcp_mean -@parameters temp_std temp_mean - -#! hydrological flux in the Exp-Hydro model -@variables prcp temp lday pet rainfall snowfall -@variables snowpack soilwater lday pet -@variables melt log_evap_div_lday log_flow flow -@variables norm_snw norm_slw norm_temp norm_prcp - -#! define the snow pack reservoir -snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] -snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - -#! define the ET NN and Q NN -ep_nn = Lux.Chain( - Lux.Dense(3 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:epnn -) -ep_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), ep_nn)))) -q_nn = Lux.Chain( - Lux.Dense(2 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:qnn -) -q_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), q_nn)))) - -#! get init parameters for each NN -ep_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [log_evap_div_lday], ep_nn) -q_nn_flux = NeuralFlux([norm_slw, norm_prcp] => [log_flow], q_nn) - -#! define the soil water reservoir -soil_funcs = [ - #* normalize - HydroFlux([snowpack, soilwater, prcp, temp] => [norm_snw, norm_slw, norm_prcp, norm_temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean, snowpack_std, soilwater_std, prcp_std, temp_std], - exprs=[(var - mean) / std for (var, mean, std) in zip([snowpack, soilwater, prcp, temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean], - [snowpack_std, soilwater_std, prcp_std, temp_std] - )]), - ep_nn_flux, - q_nn_flux -] -state_expr = rainfall + melt - step_func(soilwater) * lday * exp(log_evap_div_lday) - step_func(soilwater) * exp(log_flow) -soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] -soil_ele = HydroBucket(name=:m50_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) -convert_flux = HydroFlux([log_flow] => [flow], exprs=[exp(log_flow)]) -#! define the Exp-Hydro model -m50_model = HydroModel(name=:m50, components=[snow_ele, soil_ele, convert_flux]); - -export m50_model, eq_nn_flux, q_nn_flux \ No newline at end of file diff --git a/doc/tutorials/optimize/test_batch_ele_optim.jl b/doc/tutorials/optimize/test_batch_ele_optim.jl deleted file mode 100644 index c4e518a..0000000 --- a/doc/tutorials/optimize/test_batch_ele_optim.jl +++ /dev/null @@ -1,51 +0,0 @@ -# import lib -using CSV -using DataFrames -using ComponentArrays -using OptimizationOptimisers -using BenchmarkTools -using NamedTupleTools -using Optimization -using HydroErrors - -include("../../../src/HydroModels.jl") - -# test exphydro model - -# predefine the parameters -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - -tunable_pas = ComponentVector(params=(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin)) -const_pas = ComponentVector(initstates=(snowpack=0.0, soilwater=1300.0)) - -init_pas = ComponentVector(params=(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin), initstates=(snowpack=0.0, soilwater=1300.0)) -model = HydroModels.ExpHydro.SurfaceStorage(name=:sf) - -# load data -file_path = "data/m50/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -timeidx = collect(1:100) -lday_vec = df[timeidx, "Lday"] -prcp_vec = df[timeidx, "Prcp"] -temp_vec = df[timeidx, "Temp"] -flow_vec = df[timeidx, "SnowWater"] - -# parameters optimization -input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec,) -output = (melt=flow_vec,) -input_matrix = Matrix(reduce(hcat, [input[k] for k in keys(input)])') -run_kwargs = (convert_to_ntp=true,) - -best_pas = HydroModels.param_batch_optim( - model, - tunable_pas=tunable_pas, - const_pas=const_pas, - input=repeat([input], 10), - target=repeat([output], 10), - config=fill((solver=HydroModels.ODESolver(),timeidx=timeidx), 10), - adtype=Optimization.AutoZygote(), - maxiters=10, - loss_func=HydroErrors.mse, - run_kwargs=(convert_to_ntp=true,) -) \ No newline at end of file diff --git a/doc/tutorials/optimize/test_ele_grad_optimization.jl b/doc/tutorials/optimize/test_ele_grad_optimization.jl deleted file mode 100644 index ad3e515..0000000 --- a/doc/tutorials/optimize/test_ele_grad_optimization.jl +++ /dev/null @@ -1,73 +0,0 @@ -# import lib -using CSV -using DataFrames -using ComponentArrays -using OptimizationOptimisers -using BenchmarkTools -using NamedTupleTools -using Optimization -using ModelingToolkit -using HydroErrors - -include("../../../src/HydroModels.jl") - -@variables temp lday prcp snowpack -@variables pet snowfall melt rainfall infiltration -@parameters Tmin Tmax Df - -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 -# test exphydro model -#* test state flux -snow_funcs = [ - HydroModels.HydroFlux([temp, lday] => [pet], - exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroModels.HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], - exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroModels.HydroFlux([snowpack, temp] => [melt], [Tmax, Df], - exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [HydroModels.StateFlux([snowfall] => [melt], snowpack)] - -model = HydroModels.HydroBucket(name=:sf, funcs=snow_funcs, dfuncs=snow_dfuncs) - -# predefine the parameters -tunable_pas = ComponentVector(params=(f=0.01674478, Smax=1709.461015, Qmax=18.46996175, Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084)) -const_pas = ComponentVector(initstates=(snowpack=0.0, soilwater=1300.0)) -init_pas = ComponentVector( - params=(f=0.01674478, Smax=1709.461015, Qmax=18.46996175, Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084), - initstates=(snowpack=0.0, soilwater=1300.0) -) - -# load data -file_path = "data/m50/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -timeidx = collect(1:100) -lday_vec = df[timeidx, "Lday"] -prcp_vec = df[timeidx, "Prcp"] -temp_vec = df[timeidx, "Temp"] -flow_vec = df[timeidx, "SnowWater"] - -# parameters optimization -input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec,) -output = (melt=flow_vec,) -run_kwargs = (solver=HydroModels.ODESolver(), convert_to_ntp=true) - -function mse2(simulated_array::AbstractVector{<:T}, observed_array::AbstractVector{<:T}) where {T} - mean((simulated_array .- observed_array) .^ 2) -end - -best_pas, loss_df = HydroModels.param_grad_optim( - model, - tunable_pas=tunable_pas, - const_pas=const_pas, - input=repeat([input], 10), - target=repeat([output], 10), - timeidx=repeat([timeidx], 10), - adtype=Optimization.AutoZygote(), - maxiters=100, - run_kwargs=run_kwargs, - loss_func=mse2, - config=fill((solver=HydroModels.ODESolver(),), 10) -) -# ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) \ No newline at end of file diff --git a/doc/tutorials/optimize/test_hbv_grad_optimization.jl b/doc/tutorials/optimize/test_hbv_grad_optimization.jl deleted file mode 100644 index 08e8677..0000000 --- a/doc/tutorials/optimize/test_hbv_grad_optimization.jl +++ /dev/null @@ -1,43 +0,0 @@ -# import lib -using CSV -using DataFrames -# using CairoMakie -using ComponentArrays -using OptimizationOptimisers -using BenchmarkTools -using NamedTupleTools -using Optimization -using HydroModels -# test exphydro model -# include("../../src/HydroModels.jl") -# 5.0.0 -# predefine the parameters -tt, dd, FC, Beta, PWP, L = 0.0, 4.25, 177.1, 2.35, 105.89, 4.87 -k0, k1, k2, kp = 0.05, 0.03, 0.02, 0.05 -params = ComponentVector(tt=tt, dd=dd, FC=FC, Beta=Beta, PWP=PWP, L=L, k0=k0, k1=k1, k2=k2, kp=kp) -initstates = ComponentVector(snowwater=0.0, soilwater=100.0, s1=3, s2=10) -pas = ComponentVector((vertical=(params=params, initstates=initstates))) - -tunable_pas = ComponentVector(params=params) -const_pas = ComponentVector(initstates=initstates) - -unit = HydroModels.HBV_EDU.Model(name=:hbv) - -# load data -file_path = "data/hbv_edu/hbv_sample.csv" -data = CSV.File(file_path); -df = DataFrame(data); - -input = (prcp=df[!,:prec], pet=df[!,:pet], temp=df[!,:temp]) -target = (flow=df[!,:qsim],) -timeidx = collect(1:length(df[!,:qsim])) - -best_pas = HydroModels.param_grad_optim( - unit, - tunable_pas=tunable_pas, - const_pas=const_pas, - input=[input], - target=[target], - timeidx=[timeidx], - adtype=Optimization.AutoZygote() -) diff --git a/doc/tutorials/optimize/test_nn_param_optimize.jl b/doc/tutorials/optimize/test_nn_param_optimize.jl deleted file mode 100644 index d065682..0000000 --- a/doc/tutorials/optimize/test_nn_param_optimize.jl +++ /dev/null @@ -1,40 +0,0 @@ -# import lib -using CSV -using DataFrames -using ComponentArrays -using Zygote, Lux -using BenchmarkTools -using Random -using ModelingToolkit - -@variables A[1:10, 1:10] - -# test exphydro model -# include("../../src/LumpedHydro.jl") - -# load data -file_path = "data/camels/01013500.csv" - -data = CSV.File(file_path); -df = DataFrame(data); -lday_vec = df[1:1000, "dayl(day)"] -prcp_vec = df[1:1000, "prcp(mm/day)"] -temp_vec = df[1:1000, "tmean(C)"] -flow_vec = df[1:1000, "flow(mm)"] - -inputs = (prcp=prcp_vec, temp=temp_vec, lday=lday_vec) -outputs = (flow=flow_vec,) - -lux_model = Lux.Chain(Lux.Dense(3, 16, tanh), Lux.Dense(16, 16, leakyrelu), Lux.Dense(16, 1, leakyrelu),name=:model) -rng = MersenneTwister() -Random.seed!(rng, 42) -ps,st = Lux.setup(rng, lux_model) -ps = Lux.initialparameters(rng,lux_model) -ps -# todo 后续需要将lux的参数嵌入至mtk中 -# initial_params(lux_model) -lux_func = LumpedHydro.LuxNNFlux([:prcp, :temp, :lday], [:flow], lux_model=lux_model) -# @btime LumpedHydro.nn_param_optim(lux_func, input=inputs, target=outputs, init_params=lux_func.init_params) -using DiffEqFlux - -ann = FastChain(FastDense(1,32,tanh), FastDense(32,32,tanh), FastDense(32,1)) \ No newline at end of file diff --git a/doc/tutorials/optimize/test_unit_box_optimization.jl b/doc/tutorials/optimize/test_unit_box_optimization.jl deleted file mode 100644 index 4ad5aa2..0000000 --- a/doc/tutorials/optimize/test_unit_box_optimization.jl +++ /dev/null @@ -1,54 +0,0 @@ -# import lib -using CSV -using DataFrames -using ComponentArrays -using OptimizationBBO -using BenchmarkTools -using NamedTupleTools -using HydroErrors -# using HydroModels - -include("../../../src/HydroModels.jl") -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - -tunable_pas = ComponentVector(params=ComponentVector(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin),) -const_pas = ComponentVector((initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), weight=1.0)) - -params_axes = getaxes(tunable_pas) - -lb_list = [0.0, 100.0, 10.0, 0.0, 0.0, -3.0] -ub_list = [0.1, 2000.0, 50.0, 5.0, 3.0, 0.0] - -ts = collect(1:10000) - -tunable_param_lb = ComponentVector(lb_list, getaxes(tunable_pas)) -tunable_param_ub = ComponentVector(ub_list, getaxes(tunable_pas)) - -model = HydroModels.ExpHydro.Model(name=:exphydro) - -# load data -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -lday_vec = df[ts, "dayl(day)"] -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -flow_vec = df[ts, "flow(mm)"] - -# parameters optimization -input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) -output = (flow=flow_vec,) - -best_pas = HydroModels.param_box_optim( - model, - tunable_pas=tunable_pas, - const_pas=const_pas, - input=[input], - target=[output], - timeidx=[ts], - lb=tunable_param_lb, - ub=tunable_param_ub, - solve_alg=BBO_adaptive_de_rand_1_bin_radiuslimited(), - maxiters=100, - loss_func=HydroErr.mse, -) \ No newline at end of file diff --git a/doc/tutorials/optimize/test_unit_grad_optimization.jl b/doc/tutorials/optimize/test_unit_grad_optimization.jl deleted file mode 100644 index cf11f13..0000000 --- a/doc/tutorials/optimize/test_unit_grad_optimization.jl +++ /dev/null @@ -1,50 +0,0 @@ -# import lib -using CSV -using DataFrames -using ComponentArrays -using OptimizationOptimisers -using BenchmarkTools -using NamedTupleTools -using Optimization - -# test exphydro model -include("../../../src/HydroModels.jl") - -# predefine the parameters -f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - -tunable_pas = ComponentVector(params=ComponentVector(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin)) -const_pas = ComponentVector(initstates=ComponentVector(snowpack=0.0, soilwater=1300.0)) - -model = HydroModels.ExpHydro.Model(name=:exphydro) - -# load data -file_path = "data/exphydro/01013500.csv" -data = CSV.File(file_path); -df = DataFrame(data); -ts = collect(1:100) -lday_vec = df[ts, "dayl(day)"] -prcp_vec = df[ts, "prcp(mm/day)"] -temp_vec = df[ts, "tmean(C)"] -flow_vec = df[ts, "flow(mm)"] - -# parameters optimization -input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) - -input_matrix = Matrix(reduce(hcat, collect(input))') -output = (flow=flow_vec,) -pas = ComponentVector(tunable_pas; const_pas...) -result = model(input_matrix, pas, ts, kwargs=run_kwargs) - - -best_pas = HydroModels.param_grad_optim( - model, - tunable_pas=tunable_pas, - const_pas=const_pas, - input=repeat([input], 10), - target=repeat([output], 10), - timeidx=repeat([ts], 10), - adtype=Optimization.AutoZygote(), - maxiters=10, - loss_func=HydroErrors.mse, -) \ No newline at end of file diff --git a/index.md b/index.md new file mode 100644 index 0000000..6f8ef08 --- /dev/null +++ b/index.md @@ -0,0 +1,123 @@ +```@meta +CurrentModule = HydroModels +``` + +# HydroModels.jl Documentation + +Welcome to the documentation of HydroModels.jl! + +## Overview + +HydroModels.jl is a Julia package for hydrological modeling. It provides a flexible framework for implementing and running various hydrological models. + +## Features + +- Flexible model structure +- Support for both single-node and multi-node simulations +- Various built-in hydrological models +- Easy-to-use interface for model implementation and execution + +## Getting Started + +To get started with HydroModels.jl, check out our tutorials: + + + +## Installation + +To install HydroModels.jl, use Julia's package manager: + +```julia +using Pkg +Pkg.add("HydroModels") +``` + +## Quick Example + +```julia +using HydroModels + +# Load model configuration +params = ComponentVector(f=0.01674478, Smax=1709.461015, Qmax=18.46996175, + Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084) +init_states = ComponentVector(snowpack=0.0, soilwater=1303.004248) + +# Run simulation +results = model(input_data, params, init_states) +``` + +## 运行一个ExpHydro水文模型 + +```julia +# import lib +using CSV +using DataFrames +using CairoMakie +using BenchmarkTools +using ComponentArrays +using HydroModels + +# load data +file_path = "data/exphydro/01013500.csv" +data = CSV.File(file_path); +df = DataFrame(data); +ts = collect(1:10000) +lday_vec = df[ts, "dayl(day)"] +prcp_vec = df[ts, "prcp(mm/day)"] +temp_vec = df[ts, "tmean(C)"] +flow_vec = df[ts, "flow(mm)"] + +# build model +model = LumpedHydro.ExpHydro.Unit(name=:exphydro, mtk=false) + +# setup parameters and initstates +f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 +unit_params = (f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin) +unit_init_states = (snowwater=0.0, soilwater=1303.004248) +pas = ComponentVector((params=unit_params, initstates=unit_init_states, weight=1.0)) + +# run model +input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) +solver = HydroModels.ODESolver(reltol=1e-3, abstol=1e-3) +result = model(input, pas, timeidx=ts, solver=solver); +result_df = DataFrame(result) + +# plot result +fig = Figure(size=(400, 300)) +ax = CairoMakie.Axis(fig[1, 1], title="predict results", xlabel="time", ylabel="flow(mm)") +lines!(ax, ts, flow_vec, color=:red) +lines!(ax, ts, result_df[!,"flow"], color=:blue) +fig +``` + + + +## 特性 + +* [X] 基于julia语言面向函数、多重分派的编程特性，形成了名称驱动的模型构建方式（见自定义模型构建） + + * [X] 通过输入输出以及参数名称快速搜索某一个通量的计算函数（见名称驱动的函数搜索方式） + * [X] 获取模块或模型的输入输出以及参数名称自动生成模型运行/优化所需参数的规范 + * [X] 能够实现在无实际参数情况下完成模型的构建，实现模型与模型参数的完全解耦 + * [X] 但是在一些情况中可能会创建一些并没有实际含义的变量 +* [X] 构建No MTK和MTK风格(MTK风格参见ModelingToolkit.jl)的常微分方程求解方法，适应不同需求的模型应用需求 + + * [X] No MTK风格通常确保最基础的计算能力，能够保证复杂情况的运行，但是计算性能略低于MTK风格 + * [X] MTK风格基于ModelingToolkit.jl构建ODESystem，有着更高的计算性能，但未知错误较多（见性能比较） +* [X] 统一式与逐步式的多模块或模型求解方式 + + * [X] 统一式求解方式是将多个模块中的通量计算函数整合到一个常微分方程中，减小中间变量的插值损失与计算成本 + * [X] 逐步式求解方式则是针对不同模块进行独立求解 +* [X] 基于网络拓扑计算的通量函数自动匹配计算和水文元素自动匹配计算 + + * [X] 通量函数之间可以通过输入输出的变量名称构建计算网，在搭建模块时能够不考虑通量函数的顺序，支撑模块临时添加通量函数的功能 + * [X] 河网汇流计算是基于各个节点的拓扑连接关系实现，需要并行计算各个节点的内置计算过程后按河网网络顺序计算实现各子流域汇流计算 +* [X] 提供NeuralFlux对象支持神经网络模型耦合水文模型，主要包括计算公式替换，模型参数估计 + + * [X] 在计算公式替换中，这个包可以根据Lux.jl构建的神经网络构建NeuralFlux并用于计算水文模型中某些通量，典型模型由m50 + * [X] 在模型参数估计中，这个包将参数作为一种无量纲的通量，并根据NeuralFlux作出预测，典型的有dPL模型 +* [X] 基于Optimization.jl提供模型参数的全局搜索（黑箱）和局部搜索（梯度）的优化算法 + + * [X] 提供BoxOptimization或更多算法，用于初步的模型参数优化 + * [X] 局部搜索或梯度则更多的用于神经网络内部权重的优化 diff --git a/Manifest.toml b/project/KAN-Embed/Manifest.toml similarity index 56% rename from Manifest.toml rename to project/KAN-Embed/Manifest.toml index 2a973f1..b79bb5a 100644 --- a/Manifest.toml +++ b/project/KAN-Embed/Manifest.toml @@ -2,12 +2,12 @@ julia_version = "1.10.4" manifest_format = "2.0" -project_hash = "6ddeb3f6d07030b5a2dd19dec31c568b3b1d682b" +project_hash = "4f448e774a86a9b4f49775b85c93202adf1751cd" [[deps.ADTypes]] -git-tree-sha1 = "72af59f5b8f09faee36b4ec48e014a79210f2f4f" +git-tree-sha1 = "30bb95a372787af850addf28ac937f1be7b79173" uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b" -version = "1.11.0" +version = "1.10.0" weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"] [deps.ADTypes.extensions] @@ -72,16 +72,10 @@ git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff" uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8" version = "1.1.3" -[[deps.Aqua]] -deps = ["Compat", "Pkg", "Test"] -git-tree-sha1 = "49b1d7a9870c87ba13dc63f8ccfcf578cb266f95" -uuid = "4c88cf16-eb10-579e-8560-4a9242c79595" -version = "0.8.9" - [[deps.ArgCheck]] -git-tree-sha1 = "680b3b8759bd4c54052ada14e52355ab69e07876" +git-tree-sha1 = "a3a402a35a2f7e0b87828ccabbd5ebfbebe356b4" uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197" -version = "2.4.0" +version = "2.3.0" [[deps.ArgTools]] uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" @@ -140,25 +134,9 @@ uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" [[deps.Atomix]] deps = ["UnsafeAtomics"] -git-tree-sha1 = "14e254ef74e44cd6ed27fbb751d4e1f9bbf085cc" +git-tree-sha1 = "c06a868224ecba914baa6942988e2f2aade419be" uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458" -version = "1.0.0" - - [deps.Atomix.extensions] - AtomixCUDAExt = "CUDA" - AtomixMetalExt = "Metal" - AtomixoneAPIExt = "oneAPI" - - [deps.Atomix.weakdeps] - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - Metal = "dde4c033-4e86-420c-a63e-0dd931031962" - oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b" - -[[deps.AxisAlgorithms]] -deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"] -git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712" -uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950" -version = "1.1.0" +version = "0.1.0" [[deps.BFloat16s]] deps = ["LinearAlgebra", "Printf", "Random", "Test"] @@ -169,43 +147,22 @@ version = "0.5.0" [[deps.Base64]] uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" -[[deps.BenchmarkTools]] -deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"] -git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f" -uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" -version = "1.5.0" - 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[deps.ColorVectorSpace.extensions] - SpecialFunctionsExt = "SpecialFunctions" + [deps.ColorTypes.weakdeps] + StyledStrings = "f489334b-da3d-4c2e-b8f0-e476e12c162b" [[deps.Colors]] deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] -git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0" +git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e" uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" -version = "0.12.11" +version = "0.13.0" [[deps.Combinatorics]] git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860" @@ -396,23 +314,6 @@ deps = ["Artifacts", "Libdl"] uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" version = "1.1.1+0" -[[deps.ComponentArrays]] -deps = ["Adapt", "ArrayInterface", "ChainRulesCore", "ConstructionBase", "ForwardDiff", "Functors", "LinearAlgebra", "StaticArrayInterface", "StaticArraysCore"] -git-tree-sha1 = "e9b355215c05eeaaa7bf7d2ae0d329074e3cb045" -uuid = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" -version = "0.15.19" -weakdeps = ["GPUArrays", "KernelAbstractions", "Optimisers", "RecursiveArrayTools", "ReverseDiff", "SciMLBase", "Tracker", "Zygote"] - - [deps.ComponentArrays.extensions] - ComponentArraysGPUArraysExt = "GPUArrays" - ComponentArraysKernelAbstractionsExt = "KernelAbstractions" - ComponentArraysOptimisersExt = "Optimisers" - ComponentArraysRecursiveArrayToolsExt = "RecursiveArrayTools" - ComponentArraysReverseDiffExt = "ReverseDiff" - ComponentArraysSciMLBaseExt = "SciMLBase" - ComponentArraysTrackerExt = "Tracker" - ComponentArraysZygoteExt = "Zygote" - [[deps.CompositeTypes]] git-tree-sha1 = "bce26c3dab336582805503bed209faab1c279768" uuid = "b152e2b5-7a66-4b01-a709-34e65c35f657" @@ -432,18 +333,6 @@ git-tree-sha1 = "f749037478283d372048690eb3b5f92a79432b34" uuid = "2569d6c7-a4a2-43d3-a901-331e8e4be471" version = "0.2.3" -[[deps.ConcurrentUtilities]] -deps = ["Serialization", "Sockets"] -git-tree-sha1 = "ea32b83ca4fefa1768dc84e504cc0a94fb1ab8d1" -uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb" -version = "2.4.2" - -[[deps.ConsoleProgressMonitor]] -deps = ["Logging", "ProgressMeter"] -git-tree-sha1 = "3ab7b2136722890b9af903859afcf457fa3059e8" -uuid = "88cd18e8-d9cc-4ea6-8889-5259c0d15c8b" -version = "0.1.2" - [[deps.ConstructionBase]] git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157" uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" @@ -455,11 +344,6 @@ weakdeps = ["IntervalSets", "LinearAlgebra", "StaticArrays"] ConstructionBaseLinearAlgebraExt = "LinearAlgebra" ConstructionBaseStaticArraysExt = "StaticArrays" -[[deps.Contour]] -git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" -uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" -version = "0.6.3" - [[deps.CpuId]] deps = ["Markdown"] git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406" @@ -482,25 +366,6 @@ git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6" uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" version = "1.7.0" -[[deps.DataInterpolations]] -deps = ["FindFirstFunctions", "ForwardDiff", "LinearAlgebra", "PrettyTables", "RecipesBase", "Reexport"] -git-tree-sha1 = "78d06458ec13b53b3b0016daebe53f832d42ff44" -uuid = "82cc6244-b520-54b8-b5a6-8a565e85f1d0" -version = "6.6.0" - - [deps.DataInterpolations.extensions] - DataInterpolationsChainRulesCoreExt = "ChainRulesCore" - DataInterpolationsOptimExt = "Optim" - DataInterpolationsRegularizationToolsExt = "RegularizationTools" - DataInterpolationsSymbolicsExt = "Symbolics" - - [deps.DataInterpolations.weakdeps] - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - Optim = "429524aa-4258-5aef-a3af-852621145aeb" - RegularizationTools = "29dad682-9a27-4bc3-9c72-016788665182" - Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7" - Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - [[deps.DataStructures]] deps = ["Compat", "InteractiveUtils", "OrderedCollections"] git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82" @@ -516,18 +381,6 @@ version = "1.0.0" deps = ["Printf"] uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" -[[deps.Dbus_jll]] -deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"] -git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af" -uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab" -version = "1.14.10+0" - -[[deps.DelimitedFiles]] -deps = ["Mmap"] -git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae" -uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab" -version = "1.9.1" - [[deps.DiffEqBase]] deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "FastPower", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "Setfield", "Static", "StaticArraysCore", "Statistics", "TruncatedStacktraces"] git-tree-sha1 = "b7dbeaa770bad0980ddddf606de814cff2acb3bc" @@ -564,20 +417,22 @@ version = "6.160.0" [[deps.DiffEqCallbacks]] deps = ["ConcreteStructs", "DataStructures", "DiffEqBase", "DifferentiationInterface", "Functors", "LinearAlgebra", "Markdown", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"] -git-tree-sha1 = "f6bc598f21c7bf2f7885cff9b3c9078e606ab075" +git-tree-sha1 = "0b99b7d5b938a3f09b1552c304ff70e8d0379efd" uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def" -version = "4.2.2" +version = "4.2.1" [[deps.DiffEqNoiseProcess]] deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"] -git-tree-sha1 = "880d1fcf95e6492a4e7d65c2866dbdbf6580d4f8" +git-tree-sha1 = "ab1e6515ce15f01316a9825b02729fefa51726bd" uuid = "77a26b50-5914-5dd7-bc55-306e6241c503" -version = "5.24.0" -weakdeps = ["ReverseDiff"] +version = "5.23.0" [deps.DiffEqNoiseProcess.extensions] DiffEqNoiseProcessReverseDiffExt = "ReverseDiff" + [deps.DiffEqNoiseProcess.weakdeps] + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + [[deps.DiffResults]] deps = ["StaticArraysCore"] git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621" @@ -592,9 +447,9 @@ version = "1.15.1" [[deps.DifferentiationInterface]] deps = ["ADTypes", "LinearAlgebra"] -git-tree-sha1 = "38b6508ce802f4113401081a42549047812c2a2c" +git-tree-sha1 = "0c99576d0b93df0aff1bed9d9adddef14e4e658f" uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63" -version = "0.6.24" +version = "0.6.22" [deps.DifferentiationInterface.extensions] DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore" @@ -688,15 +543,15 @@ version = "1.6.0" [[deps.DynamicPolynomials]] deps = ["Future", "LinearAlgebra", "MultivariatePolynomials", "MutableArithmetics", "Reexport", "Test"] -git-tree-sha1 = "9a3ae38b460449cc9e7dd0cfb059c76028724627" +git-tree-sha1 = "bbf1ace0781d9744cb697fb856bd2c3f6568dadb" uuid = "7c1d4256-1411-5781-91ec-d7bc3513ac07" -version = "0.6.1" +version = "0.6.0" [[deps.DynamicQuantities]] deps = ["DispatchDoctor", "TestItems", "Tricks"] -git-tree-sha1 = "4923007a8e500f13be4c0119554776993c055ece" +git-tree-sha1 = "192f34efd3912f4020b225e01d896f567f5f03e8" uuid = "06fc5a27-2a28-4c7c-a15d-362465fb6821" -version = "1.4.0" +version = "1.3.0" [deps.DynamicQuantities.extensions] DynamicQuantitiesLinearAlgebraExt = "LinearAlgebra" @@ -715,63 +570,15 @@ git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237" uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56" version = "1.0.4" -[[deps.Enzyme]] -deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "Preferences", "Printf", "Random", "SparseArrays"] -git-tree-sha1 = "aad91015f14bc2787ecc4dc0a0e59524ba5b7559" -uuid = "7da242da-08ed-463a-9acd-ee780be4f1d9" -version = "0.13.18" -weakdeps = ["BFloat16s", "ChainRulesCore", "LogExpFunctions", "SpecialFunctions", "StaticArrays"] - - [deps.Enzyme.extensions] - EnzymeBFloat16sExt = "BFloat16s" - EnzymeChainRulesCoreExt = "ChainRulesCore" - EnzymeLogExpFunctionsExt = "LogExpFunctions" - EnzymeSpecialFunctionsExt = "SpecialFunctions" - EnzymeStaticArraysExt = "StaticArrays" - [[deps.EnzymeCore]] -git-tree-sha1 = "2c366bfe21936e8f44b607eb86a1f4c110f0d841" +git-tree-sha1 = "e333ffd38ecffcf5c6c2dafd10788404ac46fb9f" uuid = "f151be2c-9106-41f4-ab19-57ee4f262869" -version = "0.8.7" +version = "0.8.6" weakdeps = ["Adapt"] [deps.EnzymeCore.extensions] AdaptExt = "Adapt" -[[deps.Enzyme_jll]] -deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] -git-tree-sha1 = "c2db64f193205dc5d2d4e58a315edc2eb469a9f0" -uuid = "7cc45869-7501-5eee-bdea-0790c847d4ef" -version = "0.0.166+0" - -[[deps.EpollShim_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "8a4be429317c42cfae6a7fc03c31bad1970c310d" -uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43" -version = "0.0.20230411+1" - -[[deps.ExceptionUnwrapping]] -deps = ["Test"] -git-tree-sha1 = "d36f682e590a83d63d1c7dbd287573764682d12a" -uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4" -version = "0.1.11" - -[[deps.Expat_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "e51db81749b0777b2147fbe7b783ee79045b8e99" -uuid = "2e619515-83b5-522b-bb60-26c02a35a201" -version = "2.6.4+1" - -[[deps.ExponentialUtilities]] -deps = ["Adapt", "ArrayInterface", "GPUArraysCore", "GenericSchur", "LinearAlgebra", "PrecompileTools", "Printf", "SparseArrays", "libblastrampoline_jll"] -git-tree-sha1 = "cae251c76f353e32d32d76fae2fea655eab652af" -uuid = "d4d017d3-3776-5f7e-afef-a10c40355c18" -version = "1.27.0" -weakdeps = ["StaticArrays"] - - [deps.ExponentialUtilities.extensions] - ExponentialUtilitiesStaticArraysExt = "StaticArrays" - [[deps.ExprTools]] git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec" uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04" @@ -783,18 +590,6 @@ git-tree-sha1 = "fc3951d4d398b5515f91d7fe5d45fc31dccb3c9b" uuid = "6b7a57c9-7cc1-4fdf-b7f5-e857abae3636" version = "0.8.5" -[[deps.FFMPEG]] -deps = ["FFMPEG_jll"] -git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00" -uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" -version = "0.4.2" - -[[deps.FFMPEG_jll]] -deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] -git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e" -uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" -version = "4.4.4+1" - [[deps.FastBroadcast]] deps = ["ArrayInterface", "LinearAlgebra", "Polyester", "Static", "StaticArrayInterface", "StrideArraysCore"] git-tree-sha1 = "ab1b34570bcdf272899062e1a56285a53ecaae08" @@ -833,27 +628,6 @@ version = "1.1.1" ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" -[[deps.FileIO]] -deps = ["Pkg", "Requires", "UUIDs"] -git-tree-sha1 = "2dd20384bf8c6d411b5c7370865b1e9b26cb2ea3" -uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" -version = "1.16.6" -weakdeps = ["HTTP"] - - [deps.FileIO.extensions] - HTTPExt = "HTTP" - -[[deps.FilePathsBase]] -deps = ["Compat", "Dates"] -git-tree-sha1 = "7878ff7172a8e6beedd1dea14bd27c3c6340d361" -uuid = "48062228-2e41-5def-b9a4-89aafe57970f" -version = "0.9.22" -weakdeps = ["Mmap", "Test"] - - [deps.FilePathsBase.extensions] - FilePathsBaseMmapExt = "Mmap" - FilePathsBaseTestExt = "Test" - [[deps.FileWatching]] uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" @@ -898,12 +672,6 @@ git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172" uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" version = "0.8.5" -[[deps.Fontconfig_jll]] -deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"] -git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23" -uuid = "a3f928ae-7b40-5064-980b-68af3947d34b" -version = "2.13.96+0" - [[deps.Format]] git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc" uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8" @@ -919,18 +687,6 @@ weakdeps = ["StaticArrays"] [deps.ForwardDiff.extensions] ForwardDiffStaticArraysExt = "StaticArrays" -[[deps.FreeType2_jll]] -deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"] -git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e" -uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7" -version = "2.13.3+1" - -[[deps.FriBidi_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2" -uuid = "559328eb-81f9-559d-9380-de523a88c83c" -version = "1.0.14+0" - [[deps.FunctionProperties]] deps = ["Cassette", "DiffRules"] git-tree-sha1 = "bf7c740307eb0ee80e05d8aafbd0c5a901578398" @@ -950,20 +706,14 @@ version = "0.1.3" [[deps.Functors]] deps = ["Compat", "ConstructionBase", "LinearAlgebra", "Random"] -git-tree-sha1 = "60a0339f28a233601cb74468032b5c302d5067de" +git-tree-sha1 = "15e5397dd1cea034c7c772d9748cdee461fb5496" uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196" -version = "0.5.2" +version = "0.5.1" [[deps.Future]] deps = ["Random"] uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820" -[[deps.GLFW_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"] -git-tree-sha1 = "532f9126ad901533af1d4f5c198867227a7bb077" -uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89" -version = "3.4.0+1" - [[deps.GPUArrays]] deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"] git-tree-sha1 = "62ee71528cca49be797076a76bdc654a170a523e" @@ -982,76 +732,17 @@ git-tree-sha1 = "1d6f290a5eb1201cd63574fbc4440c788d5cb38f" uuid = "61eb1bfa-7361-4325-ad38-22787b887f55" version = "0.27.8" -[[deps.GR]] -deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"] -git-tree-sha1 = "ee28ddcd5517d54e417182fec3886e7412d3926f" -uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71" -version = "0.73.8" - -[[deps.GR_jll]] -deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"] -git-tree-sha1 = "f31929b9e67066bee48eec8b03c0df47d31a74b3" -uuid = "d2c73de3-f751-5644-a686-071e5b155ba9" -version = "0.73.8+0" - -[[deps.GenericSchur]] -deps = ["LinearAlgebra", "Printf"] -git-tree-sha1 = "af49a0851f8113fcfae2ef5027c6d49d0acec39b" -uuid = "c145ed77-6b09-5dd9-b285-bf645a82121e" -version = "0.5.4" - -[[deps.Gettext_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"] -git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046" -uuid = "78b55507-aeef-58d4-861c-77aaff3498b1" -version = "0.21.0+0" - -[[deps.Glib_jll]] -deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"] -git-tree-sha1 = "b36c7e110080ae48fdef61b0c31e6b17ada23b33" -uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" -version = "2.82.2+0" - [[deps.Glob]] git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496" uuid = "c27321d9-0574-5035-807b-f59d2c89b15c" version = "1.3.1" -[[deps.Graphite2_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "01979f9b37367603e2848ea225918a3b3861b606" -uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" -version = "1.3.14+1" - [[deps.Graphs]] deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"] git-tree-sha1 = "1dc470db8b1131cfc7fb4c115de89fe391b9e780" uuid = "86223c79-3864-5bf0-83f7-82e725a168b6" version = "1.12.0" -[[deps.Grisu]] -git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2" -uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe" -version = "1.0.2" - -[[deps.HCubature]] -deps = ["Combinatorics", "DataStructures", "LinearAlgebra", "QuadGK", "StaticArrays"] -git-tree-sha1 = "19ef9f0cb324eed957b7fe7257ac84e8ed8a48ec" -uuid = "19dc6840-f33b-545b-b366-655c7e3ffd49" -version = "1.7.0" - -[[deps.HTTP]] -deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] -git-tree-sha1 = "ae350b8225575cc3ea385d4131c81594f86dfe4f" -uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" -version = "1.10.12" - -[[deps.HarfBuzz_jll]] -deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"] -git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f" -uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" -version = "8.3.1+0" - [[deps.HostCPUFeatures]] deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"] git-tree-sha1 = "8e070b599339d622e9a081d17230d74a5c473293" @@ -1074,48 +765,17 @@ git-tree-sha1 = "50aedf345a709ab75872f80a2779568dc0bb461b" uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8" version = "2.11.2+1" -[[deps.HydroErrors]] -deps = ["DocStringExtensions", "Statistics"] -path = "D:\\Julia\\Julia-1.10.4\\packages\\dev\\HydroErrors" -uuid = "cde335eb-da38-4796-83c8-e508648b3902" -version = "0.1.0" - [[deps.HypergeometricFunctions]] deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"] git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9" uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a" version = "0.3.25" -[[deps.IRTools]] -deps = ["InteractiveUtils", "MacroTools"] -git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2" -uuid = "7869d1d1-7146-5819-86e3-90919afe41df" -version = "0.4.14" - [[deps.IfElse]] git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1" uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173" version = "0.1.1" -[[deps.InfiniteArrays]] -deps = ["ArrayLayouts", "FillArrays", "Infinities", "LazyArrays", "LinearAlgebra"] -git-tree-sha1 = "478ad747fd8e0ac2506a19770e9597289e6027ad" -uuid = "4858937d-0d70-526a-a4dd-2d5cb5dd786c" -version = "0.14.3" - - [deps.InfiniteArrays.extensions] - InfiniteArraysDSPExt = "DSP" - InfiniteArraysStatisticsExt = "Statistics" - - [deps.InfiniteArrays.weakdeps] - DSP = "717857b8-e6f2-59f4-9121-6e50c889abd2" - Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" - -[[deps.Infinities]] -git-tree-sha1 = "6336676b91409ec0a2c82723de9bdf4cabd02d78" -uuid = "e1ba4f0e-776d-440f-acd9-e1d2e9742647" -version = "0.1.8" - [[deps.Inflate]] git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d" uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9" @@ -1139,31 +799,6 @@ git-tree-sha1 = "b8ffb903da9f7b8cf695a8bead8e01814aa24b30" uuid = "18e54dd8-cb9d-406c-a71d-865a43cbb235" version = "0.1.2" -[[deps.Integrals]] -deps = ["CommonSolve", "HCubature", "LinearAlgebra", "MonteCarloIntegration", "QuadGK", "Random", "Reexport", "SciMLBase"] -git-tree-sha1 = "cfdc4fb8d21c8f596572a59912ae863774123622" -uuid = "de52edbc-65ea-441a-8357-d3a637375a31" -version = "4.5.0" - - [deps.Integrals.extensions] - IntegralsArblibExt = "Arblib" - IntegralsCubaExt = "Cuba" - IntegralsCubatureExt = "Cubature" - IntegralsFastGaussQuadratureExt = "FastGaussQuadrature" - IntegralsForwardDiffExt = "ForwardDiff" - IntegralsMCIntegrationExt = "MCIntegration" - IntegralsZygoteExt = ["Zygote", "ChainRulesCore"] - - [deps.Integrals.weakdeps] - Arblib = "fb37089c-8514-4489-9461-98f9c8763369" - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - Cuba = "8a292aeb-7a57-582c-b821-06e4c11590b1" - Cubature = "667455a9-e2ce-5579-9412-b964f529a492" - FastGaussQuadrature = "442a2c76-b920-505d-bb47-c5924d526838" - ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" - MCIntegration = "ea1e2de9-7db7-4b42-91ee-0cd1bf6df167" - Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - [[deps.IntelOpenMP_jll]] deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"] git-tree-sha1 = "10bd689145d2c3b2a9844005d01087cc1194e79e" @@ -1174,16 +809,6 @@ version = "2024.2.1+0" deps = ["Markdown"] uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" -[[deps.Interpolations]] -deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"] -git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0" -uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" -version = "0.15.1" -weakdeps = ["Unitful"] - - [deps.Interpolations.extensions] - InterpolationsUnitfulExt = "Unitful" - [[deps.IntervalSets]] git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0" uuid = "8197267c-284f-5f27-9208-e0e47529a953" @@ -1215,46 +840,17 @@ git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2" uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" version = "0.2.2" -[[deps.IterTools]] -git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023" -uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e" -version = "1.10.0" - [[deps.IteratorInterfaceExtensions]] git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" uuid = "82899510-4779-5014-852e-03e436cf321d" version = "1.0.0" -[[deps.JLD2]] -deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "Requires", "TranscodingStreams"] -git-tree-sha1 = "f1a1c1037af2a4541ea186b26b0c0e7eeaad232b" -uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819" -version = "0.5.10" - -[[deps.JLFzf]] -deps = ["Pipe", "REPL", "Random", "fzf_jll"] -git-tree-sha1 = "71b48d857e86bf7a1838c4736545699974ce79a2" -uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c" -version = "0.1.9" - [[deps.JLLWrappers]] deps = ["Artifacts", "Preferences"] git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b" uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" version = "1.6.1" -[[deps.JSON]] -deps = ["Dates", "Mmap", "Parsers", "Unicode"] -git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a" -uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" -version = "0.21.4" - -[[deps.JpegTurbo_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "25ee0be4d43d0269027024d75a24c24d6c6e590c" -uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" -version = "3.0.4+0" - [[deps.JuliaFormatter]] deps = ["CSTParser", "CommonMark", "DataStructures", "Glob", "PrecompileTools", "TOML", "Tokenize"] git-tree-sha1 = "59cf7ad64f1b0708a4fa4369879d33bad3239b56" @@ -1282,9 +878,9 @@ version = "0.6.0" [[deps.KernelAbstractions]] deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"] -git-tree-sha1 = "27044736be7c5727d35fc4318d7949dee33c37b4" +git-tree-sha1 = "e73a077abc7fe798fe940deabe30ef6c66bdde52" uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" -version = "0.9.30" +version = "0.9.29" weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"] [deps.KernelAbstractions.extensions] @@ -1292,30 +888,18 @@ weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"] LinearAlgebraExt = "LinearAlgebra" SparseArraysExt = "SparseArrays" +[[deps.KolmogorovArnold]] +deps = ["ChainRulesCore", "ConcreteStructs", "LinearAlgebra", "LuxCore", "NNlib", "Random", "TensorOperations", "WeightInitializers"] +git-tree-sha1 = "9ddfb845daa58d43ec6e0bd77e1cad49bb89f382" +uuid = "eec8b66d-f71a-4a43-b228-0fe5d6721cd3" +version = "0.0.1" + [[deps.Krylov]] deps = ["LinearAlgebra", "Printf", "SparseArrays"] git-tree-sha1 = "4f20a2df85a9e5d55c9e84634bbf808ed038cabd" uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7" version = "0.9.8" -[[deps.LAME_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd" -uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d" -version = "3.100.2+0" - -[[deps.LBFGSB]] -deps = ["L_BFGS_B_jll"] -git-tree-sha1 = "e2e6f53ee20605d0ea2be473480b7480bd5091b5" -uuid = "5be7bae1-8223-5378-bac3-9e7378a2f6e6" -version = "0.4.1" - -[[deps.LERC_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b" -uuid = "88015f11-f218-50d7-93a8-a6af411a945d" -version = "4.0.0+0" - [[deps.LLVM]] deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"] git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908" @@ -1337,23 +921,14 @@ git-tree-sha1 = "2e5c102cfc41f48ae4740c7eca7743cc7e7b75ea" uuid = "8b046642-f1f6-4319-8d3c-209ddc03c586" version = "1.0.0" -[[deps.LLVMOpenMP_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929" -uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" -version = "18.1.7+0" +[[deps.LRUCache]] +git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59" +uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637" +version = "1.6.1" +weakdeps = ["Serialization"] -[[deps.LZO_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731" -uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" -version = "2.10.2+1" - -[[deps.L_BFGS_B_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "77feda930ed3f04b2b0fbb5bea89e69d3677c6b0" -uuid = "81d17ec3-03a1-5e46-b53e-bddc35a13473" -version = "3.0.1+0" + [deps.LRUCache.extensions] + SerializationExt = ["Serialization"] [[deps.LaTeXStrings]] git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c" @@ -1376,12 +951,6 @@ version = "0.16.5" SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" -[[deps.LatticeRules]] -deps = ["Random"] -git-tree-sha1 = "7f5b02258a3ca0221a6a9710b0a0a2e8fb4957fe" -uuid = "73f95e8e-ec14-4e6a-8b18-0d2e271c4e55" -version = "0.0.1" - [[deps.LayoutPointers]] deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"] git-tree-sha1 = "a9eaadb366f5493a5654e843864c13d8b107548c" @@ -1390,9 +959,9 @@ version = "0.1.17" [[deps.LazyArrays]] deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "MacroTools", "SparseArrays"] -git-tree-sha1 = "d168f757c5043240005d507ff866e801944c4690" +git-tree-sha1 = "376bc148ae72e68a08f0d5d8a69e287025a37687" uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02" -version = "2.2.4" +version = "2.2.2" [deps.LazyArrays.extensions] LazyArraysBandedMatricesExt = "BandedMatrices" @@ -1410,12 +979,6 @@ version = "2.2.4" deps = ["Artifacts", "Pkg"] uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" -[[deps.LeftChildRightSiblingTrees]] -deps = ["AbstractTrees"] -git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f" -uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e" -version = "0.2.0" - [[deps.LibCURL]] deps = ["LibCURL_jll", "MozillaCACerts_jll"] uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21" @@ -1443,54 +1006,6 @@ version = "1.11.0+1" [[deps.Libdl]] uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" -[[deps.Libffi_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290" -uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490" -version = "3.2.2+1" - -[[deps.Libgcrypt_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"] -git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b" -uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4" -version = "1.11.0+0" - -[[deps.Libglvnd_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"] -git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11" -uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29" -version = "1.7.0+0" - -[[deps.Libgpg_error_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "c6ce1e19f3aec9b59186bdf06cdf3c4fc5f5f3e6" -uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8" -version = "1.50.0+0" - -[[deps.Libiconv_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269" -uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" -version = "1.17.0+1" - -[[deps.Libmount_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "84eef7acd508ee5b3e956a2ae51b05024181dee0" -uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9" -version = "2.40.2+0" - -[[deps.Libtiff_jll]] -deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] -git-tree-sha1 = "b404131d06f7886402758c9ce2214b636eb4d54a" -uuid = "89763e89-9b03-5906-acba-b20f662cd828" -version = "4.7.0+0" - -[[deps.Libuuid_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "edbf5309f9ddf1cab25afc344b1e8150b7c832f9" -uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700" -version = "2.40.2+0" - [[deps.LineSearch]] deps = ["ADTypes", "CommonSolve", "ConcreteStructs", "FastClosures", "LinearAlgebra", "MaybeInplace", "SciMLBase", "SciMLJacobianOperators", "StaticArraysCore"] git-tree-sha1 = "97d502765cc5cf3a722120f50da03c2474efce04" @@ -1513,9 +1028,9 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" [[deps.LinearSolve]] deps = ["ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DocStringExtensions", "EnumX", "FastLapackInterface", "GPUArraysCore", "InteractiveUtils", "KLU", "Krylov", "LazyArrays", "Libdl", "LinearAlgebra", "MKL_jll", "Markdown", "PrecompileTools", "Preferences", "RecursiveFactorization", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Sparspak", "StaticArraysCore", "UnPack"] -git-tree-sha1 = "9d5872d134bd33dd3e120767004f760770958863" +git-tree-sha1 = "6b79df6e803fb62b79a364b86c790e7e21bd38ce" uuid = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae" -version = "2.38.0" +version = "2.37.0" [deps.LinearSolve.extensions] LinearSolveBandedMatricesExt = "BandedMatrices" @@ -1566,12 +1081,6 @@ version = "0.3.28" [[deps.Logging]] uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" -[[deps.LoggingExtras]] -deps = ["Dates", "Logging"] -git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3" -uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36" -version = "1.1.0" - [[deps.LoopVectorization]] deps = ["ArrayInterface", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"] git-tree-sha1 = "8084c25a250e00ae427a379a5b607e7aed96a2dd" @@ -1585,9 +1094,9 @@ weakdeps = ["ChainRulesCore", "ForwardDiff", "SpecialFunctions"] [[deps.Lux]] deps = ["ADTypes", "Adapt", "ArgCheck", "ArrayInterface", "ChainRulesCore", "Compat", "ConcreteStructs", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "GPUArraysCore", "LinearAlgebra", "LuxCore", "LuxLib", "MLDataDevices", "MacroTools", "Markdown", "NNlib", "Optimisers", "Preferences", "Random", "Reexport", "SIMDTypes", "Setfield", "Static", "StaticArraysCore", "Statistics", "WeightInitializers"] -git-tree-sha1 = "3089c2cfa20abc714c8276b79aa9dffbbe40619c" +git-tree-sha1 = "601dd5020a7d4caa7e4cc683a38b54945d6f9651" uuid = "b2108857-7c20-44ae-9111-449ecde12c47" -version = "1.4.0" +version = "1.3.3" [deps.Lux.extensions] LuxComponentArraysExt = "ComponentArrays" @@ -1619,6 +1128,12 @@ version = "1.4.0" Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" +[[deps.LuxCUDA]] +deps = ["CUDA", "Reexport", "cuDNN"] +git-tree-sha1 = "a8a5906be27c42ea0705a2daed04fd57fd12d055" +uuid = "d0bbae9a-e099-4d5b-a835-1c6931763bda" +version = "0.3.3" + [[deps.LuxCore]] deps = ["Compat", "DispatchDoctor", "Random"] git-tree-sha1 = "e1f6a43c5e8ab3524ab42472e57e382a74d45bd5" @@ -1648,9 +1163,9 @@ version = "1.2.0" [[deps.LuxLib]] deps = ["ArrayInterface", "ChainRulesCore", "Compat", "CpuId", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Hwloc", "KernelAbstractions", "LinearAlgebra", "LuxCore", "MLDataDevices", "Markdown", "NNlib", "Polyester", "Preferences", "Random", "Reexport", "Static", "StaticArraysCore", "Statistics"] -git-tree-sha1 = "534a18fb11aa9c564c78cddaa61981634a5e02ef" +git-tree-sha1 = "17f5d8c93394786fe3a79e363e59cf94b395c71f" uuid = "82251201-b29d-42c6-8e01-566dec8acb11" -version = "1.3.10" +version = "1.3.8" [deps.LuxLib.extensions] LuxLibAppleAccelerateExt = "AppleAccelerate" @@ -1760,22 +1275,11 @@ weakdeps = ["SparseArrays"] [deps.MaybeInplace.extensions] MaybeInplaceSparseArraysExt = "SparseArrays" -[[deps.MbedTLS]] -deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"] -git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf" -uuid = "739be429-bea8-5141-9913-cc70e7f3736d" -version = "1.1.9" - [[deps.MbedTLS_jll]] deps = ["Artifacts", "Libdl"] uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" version = "2.28.2+1" -[[deps.Measures]] -git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102" -uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e" -version = "0.3.2" - [[deps.Missings]] deps = ["DataAPI"] git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d" @@ -1787,9 +1291,9 @@ uuid = "a63ad114-7e13-5084-954f-fe012c677804" [[deps.ModelingToolkit]] deps = ["AbstractTrees", "ArrayInterface", "BlockArrays", "Combinatorics", "CommonSolve", "Compat", "ConstructionBase", "DataStructures", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "DiffRules", "Distributed", "Distributions", "DocStringExtensions", "DomainSets", "DynamicQuantities", "EnumX", "ExprTools", "Expronicon", "FindFirstFunctions", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "Graphs", "InteractiveUtils", "JuliaFormatter", "JumpProcesses", "Latexify", "Libdl", "LinearAlgebra", "MLStyle", "NaNMath", "NonlinearSolve", "OffsetArrays", "OrderedCollections", "PrecompileTools", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLBase", "SciMLStructures", "Serialization", "Setfield", "SimpleNonlinearSolve", "SparseArrays", "SpecialFunctions", "StaticArrays", "SymbolicIndexingInterface", "SymbolicUtils", "Symbolics", "URIs", "UnPack", "Unitful"] -git-tree-sha1 = "51ed3a5821d9a989c662ff76e0c25ba0bd73837f" +git-tree-sha1 = "c5c654842aa99b6ce5175eb877654bba9ea5c981" uuid = "961ee093-0014-501f-94e3-6117800e7a78" -version = "9.54.0" +version = "9.51.0" [deps.ModelingToolkit.extensions] MTKBifurcationKitExt = "BifurcationKit" @@ -1805,12 +1309,6 @@ version = "9.54.0" HomotopyContinuation = "f213a82b-91d6-5c5d-acf7-10f1c761b327" LabelledArrays = "2ee39098-c373-598a-b85f-a56591580800" -[[deps.MonteCarloIntegration]] -deps = ["Distributions", "QuasiMonteCarlo", "Random"] -git-tree-sha1 = "722ad522068d31954b4a976b66a26aeccbf509ed" -uuid = "4886b29c-78c9-11e9-0a6e-41e1f4161f7b" -version = "0.2.0" - [[deps.MozillaCACerts_jll]] uuid = "14a3606d-f60d-562e-9121-12d972cd8159" version = "2023.1.10" @@ -1840,9 +1338,9 @@ version = "7.8.3" [[deps.NNlib]] deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Random", "Statistics"] -git-tree-sha1 = "1177f161cda2083543b9967d7ca2a3e24e721e13" +git-tree-sha1 = "da09a1e112fd75f9af2a5229323f01b56ec96a4c" uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd" -version = "0.9.26" +version = "0.9.24" [deps.NNlib.extensions] NNlibAMDGPUExt = "AMDGPU" @@ -1878,11 +1376,6 @@ git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4" uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" version = "1.0.2" -[[deps.NamedTupleTools]] -git-tree-sha1 = "90914795fc59df44120fe3fff6742bb0d7adb1d0" -uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50" -version = "0.14.3" - [[deps.NetworkOptions]] uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" version = "1.2.0" @@ -1961,12 +1454,6 @@ git-tree-sha1 = "cc97c44e396ab820401c8c404bc1fd18d4c884bd" uuid = "26075421-4e9a-44e1-8bd1-420ed7ad02b2" version = "1.0.0" -[[deps.ObjectFile]] -deps = ["Reexport", "StructIO"] -git-tree-sha1 = "7249afa1c4dfd86bfbcc9b28939ab6ef844f4e11" -uuid = "d8793406-e978-5875-9003-1fc021f44a92" -version = "0.4.2" - [[deps.OffsetArrays]] git-tree-sha1 = "1a27764e945a152f7ca7efa04de513d473e9542e" uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" @@ -1976,12 +1463,6 @@ weakdeps = ["Adapt"] [deps.OffsetArrays.extensions] OffsetArraysAdaptExt = "Adapt" -[[deps.Ogg_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f" -uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051" -version = "1.3.5+1" - [[deps.OpenBLAS_jll]] deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" @@ -1992,18 +1473,6 @@ deps = ["Artifacts", "Libdl"] uuid = "05823500-19ac-5b8b-9628-191a04bc5112" version = "0.8.1+2" -[[deps.OpenSSL]] -deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"] -git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4" -uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c" -version = "1.4.3" - -[[deps.OpenSSL_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10" -uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95" -version = "3.0.15+1" - [[deps.OpenSpecFun_jll]] deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1" @@ -2024,261 +1493,18 @@ version = "1.10.0" [[deps.Optimisers]] deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"] -git-tree-sha1 = "c9ff5c686240c31eb8570b662dd1f66f4b183116" +git-tree-sha1 = "09000e0bdec3aed6e3dff553c9fb010d27de56ee" uuid = "3bd65402-5787-11e9-1adc-39752487f4e2" -version = "0.3.4" - -[[deps.Optimization]] -deps = ["ADTypes", "ArrayInterface", "ConsoleProgressMonitor", "DocStringExtensions", "LBFGSB", "LinearAlgebra", "Logging", "LoggingExtras", "OptimizationBase", "Printf", "ProgressLogging", "Reexport", "SciMLBase", "SparseArrays", "TerminalLoggers"] -git-tree-sha1 = "4b59eef21418fbdf28afbe2d7e945d8efbe5057d" -uuid = "7f7a1694-90dd-40f0-9382-eb1efda571ba" -version = "4.0.5" - -[[deps.OptimizationBBO]] -deps = ["BlackBoxOptim", "Optimization", "Reexport"] -git-tree-sha1 = "62d34beecb9af84159045cfe2b09691b0fb66598" -uuid = "3e6eede4-6085-4f62-9a71-46d9bc1eb92b" -version = "0.4.0" - -[[deps.OptimizationBase]] -deps = ["ADTypes", "ArrayInterface", "DifferentiationInterface", "DocStringExtensions", "FastClosures", "LinearAlgebra", "PDMats", "Reexport", "Requires", "SciMLBase", "SparseArrays", "SparseConnectivityTracer", "SparseMatrixColorings"] -git-tree-sha1 = "9e8569bc1c511c425fdc63f7ee41f2da057f8662" -uuid = "bca83a33-5cc9-4baa-983d-23429ab6bcbb" -version = "2.4.0" - - [deps.OptimizationBase.extensions] - OptimizationEnzymeExt = "Enzyme" - OptimizationFiniteDiffExt = "FiniteDiff" - OptimizationForwardDiffExt = "ForwardDiff" - OptimizationMLDataDevicesExt = "MLDataDevices" - OptimizationMLUtilsExt = "MLUtils" - OptimizationMTKExt = "ModelingToolkit" - OptimizationReverseDiffExt = "ReverseDiff" - OptimizationSymbolicAnalysisExt = "SymbolicAnalysis" - OptimizationZygoteExt = "Zygote" - - [deps.OptimizationBase.weakdeps] - Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" - FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41" - ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" - MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" - MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" - ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78" - ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" - SymbolicAnalysis = "4297ee4d-0239-47d8-ba5d-195ecdf594fe" - Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - -[[deps.OptimizationOptimisers]] -deps = ["Optimisers", "Optimization", "Printf", "ProgressLogging", "Reexport"] -git-tree-sha1 = "46198dfc26b392d6194c6d24a9ec26a7f17663bd" -uuid = "42dfb2eb-d2b4-4451-abcd-913932933ac1" -version = "0.3.4" +version = "0.4.1" +weakdeps = ["EnzymeCore"] -[[deps.Opus_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575" -uuid = "91d4177d-7536-5919-b921-800302f37372" -version = "1.3.3+0" + [deps.Optimisers.extensions] + OptimisersEnzymeCoreExt = "EnzymeCore" [[deps.OrderedCollections]] -git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad" +git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5" uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" -version = "1.7.0" - -[[deps.OrdinaryDiffEq]] -deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "EnumX", "ExponentialUtilities", "FastBroadcast", "FastClosures", "FillArrays", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "InteractiveUtils", "LineSearches", "LinearAlgebra", "LinearSolve", "Logging", "MacroTools", "MuladdMacro", "NonlinearSolve", "OrdinaryDiffEqAdamsBashforthMoulton", "OrdinaryDiffEqBDF", "OrdinaryDiffEqCore", "OrdinaryDiffEqDefault", "OrdinaryDiffEqDifferentiation", "OrdinaryDiffEqExplicitRK", "OrdinaryDiffEqExponentialRK", "OrdinaryDiffEqExtrapolation", "OrdinaryDiffEqFIRK", "OrdinaryDiffEqFeagin", "OrdinaryDiffEqFunctionMap", "OrdinaryDiffEqHighOrderRK", "OrdinaryDiffEqIMEXMultistep", "OrdinaryDiffEqLinear", "OrdinaryDiffEqLowOrderRK", "OrdinaryDiffEqLowStorageRK", "OrdinaryDiffEqNonlinearSolve", "OrdinaryDiffEqNordsieck", "OrdinaryDiffEqPDIRK", "OrdinaryDiffEqPRK", "OrdinaryDiffEqQPRK", "OrdinaryDiffEqRKN", "OrdinaryDiffEqRosenbrock", "OrdinaryDiffEqSDIRK", "OrdinaryDiffEqSSPRK", "OrdinaryDiffEqStabilizedIRK", "OrdinaryDiffEqStabilizedRK", "OrdinaryDiffEqSymplecticRK", "OrdinaryDiffEqTsit5", "OrdinaryDiffEqVerner", "Polyester", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "SimpleNonlinearSolve", "SimpleUnPack", "SparseArrays", "SparseDiffTools", "Static", "StaticArrayInterface", "StaticArrays", "TruncatedStacktraces"] -git-tree-sha1 = "36ce9bfc14a4b3dcf1490e80b5f1f4d35bfddf39" -uuid = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" -version = "6.90.1" - 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- [deps.QuasiMonteCarlo.extensions] - QuasiMonteCarloDistributionsExt = "Distributions" + [deps.QuadGK.weakdeps] + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" [[deps.REPL]] deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"] @@ -2517,39 +1636,17 @@ git-tree-sha1 = "c6ec94d2aaba1ab2ff983052cf6a606ca5985902" uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143" version = "1.6.0" -[[deps.Ratios]] -deps = ["Requires"] -git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b" -uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439" -version = "0.4.5" -weakdeps = ["FixedPointNumbers"] - - [deps.Ratios.extensions] - RatiosFixedPointNumbersExt = "FixedPointNumbers" - -[[deps.RealDot]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9" -uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9" -version = "0.1.0" - [[deps.RecipesBase]] deps = ["PrecompileTools"] git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff" uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" version = "1.3.4" -[[deps.RecipesPipeline]] -deps = ["Dates", "NaNMath", "PlotUtils", "PrecompileTools", "RecipesBase"] -git-tree-sha1 = "45cf9fd0ca5839d06ef333c8201714e888486342" -uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c" -version = "0.6.12" - [[deps.RecursiveArrayTools]] deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"] -git-tree-sha1 = "32f824db4e5bab64e25a12b22483a30a6b813d08" +git-tree-sha1 = "6f4dca5fd8e97087a76b7ab8384d1c3086ace0b7" uuid = "731186ca-8d62-57ce-b412-fbd966d074cd" -version = "3.27.4" +version = "3.27.3" [deps.RecursiveArrayTools.extensions] RecursiveArrayToolsFastBroadcastExt = "FastBroadcast" @@ -2558,7 +1655,6 @@ version = "3.27.4" RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements" RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"] RecursiveArrayToolsSparseArraysExt = ["SparseArrays"] - RecursiveArrayToolsStructArraysExt = "StructArrays" RecursiveArrayToolsTrackerExt = "Tracker" RecursiveArrayToolsZygoteExt = "Zygote" @@ -2569,7 +1665,6 @@ version = "3.27.4" MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca" ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" - StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" @@ -2584,12 +1679,6 @@ git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" uuid = "189a3867-3050-52da-a836-e630ba90ab69" version = "1.2.2" -[[deps.RelocatableFolders]] -deps = ["SHA", "Scratch"] -git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864" -uuid = "05181044-ff0b-4ac5-8273-598c1e38db00" -version = "1.0.1" - [[deps.Requires]] deps = ["UUIDs"] git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7" @@ -2602,12 +1691,6 @@ git-tree-sha1 = "256eeeec186fa7f26f2801732774ccf277f05db9" uuid = "ae5879a3-cd67-5da8-be7f-38c6eb64a37b" version = "1.1.1" -[[deps.ReverseDiff]] -deps = ["ChainRulesCore", "DiffResults", "DiffRules", "ForwardDiff", "FunctionWrappers", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "Random", "SpecialFunctions", "StaticArrays", "Statistics"] -git-tree-sha1 = "cc6cd622481ea366bb9067859446a8b01d92b468" -uuid = "37e2e3b7-166d-5795-8a7a-e32c996b4267" -version = "1.15.3" - [[deps.Rmath]] deps = ["Random", "Rmath_jll"] git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4" @@ -2643,9 +1726,9 @@ version = "0.6.43" [[deps.SciMLBase]] deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"] -git-tree-sha1 = "f48e0239fbb7799e8d81133ea71a726ec510c9ef" +git-tree-sha1 = "57db8ea2a39fc25c11f44d46c52b7a8d110f5324" uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462" -version = "2.65.1" +version = "2.62.0" [deps.SciMLBase.extensions] SciMLBaseChainRulesCoreExt = "ChainRulesCore" @@ -2683,17 +1766,11 @@ weakdeps = ["SparseArrays", "StaticArraysCore"] SciMLOperatorsSparseArraysExt = "SparseArrays" SciMLOperatorsStaticArraysCoreExt = "StaticArraysCore" -[[deps.SciMLSensitivity]] -deps = ["ADTypes", "Accessors", "Adapt", "ArrayInterface", "ChainRulesCore", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "Enzyme", "FastBroadcast", "FiniteDiff", "ForwardDiff", "FunctionProperties", "FunctionWrappersWrappers", "Functors", "GPUArraysCore", "LinearAlgebra", "LinearSolve", "Markdown", "PreallocationTools", "QuadGK", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "ReverseDiff", "SciMLBase", "SciMLJacobianOperators", "SciMLOperators", "SciMLStructures", "StaticArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tracker", "Zygote"] -git-tree-sha1 = "40a44437d426816aaa73e78da77e9bb931baf980" -uuid = "1ed8b502-d754-442c-8d5d-10ac956f44a1" -version = "7.71.2" - [[deps.SciMLStructures]] deps = ["ArrayInterface"] -git-tree-sha1 = "0444a37a25fab98adbd90baa806ee492a3af133a" +git-tree-sha1 = "4cce08f7f8f9501edb1ea7b15360529745580e96" uuid = "53ae85a6-f571-4167-b2af-e1d143709226" -version = "1.6.1" +version = "1.6.0" [[deps.Scratch]] deps = ["Dates"] @@ -2720,23 +1797,11 @@ version = "1.1.1" deps = ["Distributed", "Mmap", "Random", "Serialization"] uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383" -[[deps.Showoff]] -deps = ["Dates", "Grisu"] -git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de" -uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f" -version = "1.0.3" - -[[deps.SimpleBufferStream]] -git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1" -uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" -version = "1.2.0" - [[deps.SimpleNonlinearSolve]] deps = ["ADTypes", "ArrayInterface", "BracketingNonlinearSolve", "CommonSolve", "ConcreteStructs", "DifferentiationInterface", "FastClosures", "FiniteDiff", "ForwardDiff", "LineSearch", "LinearAlgebra", "MaybeInplace", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase", "Setfield", "StaticArraysCore"] git-tree-sha1 = "f7e2042e0b68c6bb19a0a1594839792737f51d84" uuid = "727e6d20-b764-4bd8-a329-72de5adea6c7" version = "2.0.0" -weakdeps = ["ChainRulesCore", "DiffEqBase", "ReverseDiff", "Tracker"] [deps.SimpleNonlinearSolve.extensions] SimpleNonlinearSolveChainRulesCoreExt = "ChainRulesCore" @@ -2744,23 +1809,18 @@ weakdeps = ["ChainRulesCore", "DiffEqBase", "ReverseDiff", "Tracker"] SimpleNonlinearSolveReverseDiffExt = "ReverseDiff" SimpleNonlinearSolveTrackerExt = "Tracker" + [deps.SimpleNonlinearSolve.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + DiffEqBase = "2b5f629d-d688-5b77-993f-72d75c75574e" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + [[deps.SimpleTraits]] deps = ["InteractiveUtils", "MacroTools"] git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231" uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d" version = "0.9.4" -[[deps.SimpleUnPack]] -git-tree-sha1 = "58e6353e72cde29b90a69527e56df1b5c3d8c437" -uuid = "ce78b400-467f-4804-87d8-8f486da07d0a" -version = "1.1.0" - -[[deps.Sobol]] -deps = ["DelimitedFiles", "Random"] -git-tree-sha1 = "5a74ac22a9daef23705f010f72c81d6925b19df8" -uuid = "ed01d8cd-4d21-5b2a-85b4-cc3bdc58bad4" -version = "1.5.0" - [[deps.Sockets]] uuid = "6462fe0b-24de-5631-8697-dd941f90decc" @@ -2775,46 +1835,6 @@ deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" version = "1.10.0" -[[deps.SparseConnectivityTracer]] -deps = ["ADTypes", "DocStringExtensions", "FillArrays", "LinearAlgebra", "Random", "SparseArrays"] -git-tree-sha1 = "010b3c44301805d1ede9159f449a351d61172aa6" -uuid = "9f842d2f-2579-4b1d-911e-f412cf18a3f5" -version = "0.6.9" -weakdeps = ["DataInterpolations", "LogExpFunctions", "NNlib", "NaNMath", "SpecialFunctions"] - - [deps.SparseConnectivityTracer.extensions] - SparseConnectivityTracerDataInterpolationsExt = "DataInterpolations" - SparseConnectivityTracerLogExpFunctionsExt = "LogExpFunctions" - SparseConnectivityTracerNNlibExt = "NNlib" - SparseConnectivityTracerNaNMathExt = "NaNMath" - SparseConnectivityTracerSpecialFunctionsExt = "SpecialFunctions" - -[[deps.SparseDiffTools]] -deps = ["ADTypes", "Adapt", "ArrayInterface", "Compat", "DataStructures", "FiniteDiff", "ForwardDiff", "Graphs", "LinearAlgebra", "PackageExtensionCompat", "Random", "Reexport", "SciMLOperators", "Setfield", "SparseArrays", "StaticArrayInterface", "StaticArrays", "UnPack", "VertexSafeGraphs"] -git-tree-sha1 = "b906758c107b049b6b71599b9f928d9b14e5554a" -uuid = "47a9eef4-7e08-11e9-0b38-333d64bd3804" -version = "2.23.0" - - [deps.SparseDiffTools.extensions] - SparseDiffToolsEnzymeExt = "Enzyme" - SparseDiffToolsPolyesterExt = "Polyester" - SparseDiffToolsPolyesterForwardDiffExt = "PolyesterForwardDiff" - SparseDiffToolsSymbolicsExt = "Symbolics" - SparseDiffToolsZygoteExt = "Zygote" - - [deps.SparseDiffTools.weakdeps] - Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" - Polyester = "f517fe37-dbe3-4b94-8317-1923a5111588" - PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b" - Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7" - Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - -[[deps.SparseInverseSubset]] -deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] -git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852" -uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada" -version = "0.1.2" - [[deps.SparseMatrixColorings]] deps = ["ADTypes", "DataStructures", "DocStringExtensions", "LinearAlgebra", "Random", "SparseArrays"] git-tree-sha1 = "76b44c879661552d64f382acf66faa29ab56b3d9" @@ -2831,11 +1851,6 @@ git-tree-sha1 = "342cf4b449c299d8d1ceaf00b7a49f4fbc7940e7" uuid = "e56a9233-b9d6-4f03-8d0f-1825330902ac" version = "0.3.9" -[[deps.SpatialIndexing]] -git-tree-sha1 = "84efe17c77e1f2156a7a0d8a7c163c1e1c7bdaed" -uuid = "d4ead438-fe20-5cc5-a293-4fd39a41b74c" -version = "0.1.6" - [[deps.SpecialFunctions]] deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"] git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14" @@ -2846,12 +1861,6 @@ weakdeps = ["ChainRulesCore"] [deps.SpecialFunctions.extensions] SpecialFunctionsChainRulesCoreExt = "ChainRulesCore" -[[deps.StableRNGs]] -deps = ["Random"] -git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5" -uuid = "860ef19b-820b-49d6-a774-d7a799459cd3" -version = "1.0.2" - [[deps.Static]] deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools"] git-tree-sha1 = "87d51a3ee9a4b0d2fe054bdd3fc2436258db2603" @@ -2919,30 +1928,28 @@ git-tree-sha1 = "f35f6ab602df8413a50c4a25ca14de821e8605fb" uuid = "7792a7ef-975c-4747-a70f-980b88e8d1da" version = "0.5.7" +[[deps.Strided]] +deps = ["LinearAlgebra", "StridedViews", "TupleTools"] +git-tree-sha1 = "f9ce8284e6eec72a21de3603493eb5355fcf7f39" +uuid = "5e0ebb24-38b0-5f93-81fe-25c709ecae67" +version = "2.2.0" + +[[deps.StridedViews]] +deps = ["LinearAlgebra", "PackageExtensionCompat"] +git-tree-sha1 = "b60baf1998bcdccc57e1cc2c6703df1f619a3754" +uuid = "4db3bf67-4bd7-4b4e-b153-31dc3fb37143" +version = "0.3.2" +weakdeps = ["CUDA"] + + [deps.StridedViews.extensions] + StridedViewsCUDAExt = "CUDA" + [[deps.StringManipulation]] deps = ["PrecompileTools"] git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3" uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e" version = "0.4.0" -[[deps.StructArrays]] -deps = ["ConstructionBase", "DataAPI", "Tables"] -git-tree-sha1 = "f4dc295e983502292c4c3f951dbb4e985e35b3be" -uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" -version = "0.6.18" -weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"] - - [deps.StructArrays.extensions] - StructArraysAdaptExt = "Adapt" - StructArraysGPUArraysCoreExt = "GPUArraysCore" - StructArraysSparseArraysExt = "SparseArrays" - StructArraysStaticArraysExt = "StaticArrays" - -[[deps.StructIO]] -git-tree-sha1 = "c581be48ae1cbf83e899b14c07a807e1787512cc" -uuid = "53d494c1-5632-5724-8f4c-31dff12d585f" -version = "0.3.1" - [[deps.SuiteSparse]] deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"] uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9" @@ -2980,9 +1987,9 @@ version = "3.7.2" [[deps.Symbolics]] deps = ["ADTypes", "ArrayInterface", "Bijections", "CommonWorldInvalidations", "ConstructionBase", "DataStructures", "DiffRules", "Distributions", "DocStringExtensions", "DomainSets", "DynamicPolynomials", "IfElse", "LaTeXStrings", "Latexify", "Libdl", "LinearAlgebra", "LogExpFunctions", "MacroTools", "Markdown", "NaNMath", "PrecompileTools", "Primes", "RecipesBase", "Reexport", "RuntimeGeneratedFunctions", "SciMLBase", "Setfield", "SparseArrays", "SpecialFunctions", "StaticArraysCore", "SymbolicIndexingInterface", "SymbolicLimits", "SymbolicUtils", "TermInterface"] -git-tree-sha1 = "ce9c95fc859007747a4faf10166201e0b10d4313" +git-tree-sha1 = "d5c0ea92aa7b14b0ffca575e07af48ecb9e83f7b" uuid = "0c5d862f-8b57-4792-8d23-62f2024744c7" -version = "6.22.0" +version = "6.21.0" [deps.Symbolics.extensions] SymbolicsForwardDiffExt = "ForwardDiff" @@ -3022,23 +2029,28 @@ deps = ["ArgTools", "SHA"] uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" version = "1.10.0" -[[deps.TensorCore]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6" -uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50" -version = "0.1.1" +[[deps.TensorOperations]] +deps = ["LRUCache", "LinearAlgebra", "PackageExtensionCompat", "PtrArrays", "Strided", "StridedViews", "TupleTools", "VectorInterface"] +git-tree-sha1 = "d08a24e2cb67aa0cbfcd68d0acdf2879e571126f" +uuid = "6aa20fa7-93e2-5fca-9bc0-fbd0db3c71a2" +version = "5.1.3" + + [deps.TensorOperations.extensions] + TensorOperationsBumperExt = "Bumper" + TensorOperationsChainRulesCoreExt = "ChainRulesCore" + TensorOperationscuTENSORExt = ["cuTENSOR", "CUDA"] + + [deps.TensorOperations.weakdeps] + Bumper = "8ce10254-0962-460f-a3d8-1f77fea1446e" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + cuTENSOR = "011b41b2-24ef-40a8-b3eb-fa098493e9e1" [[deps.TermInterface]] git-tree-sha1 = "d673e0aca9e46a2f63720201f55cc7b3e7169b16" uuid = "8ea1fca8-c5ef-4a55-8b96-4e9afe9c9a3c" version = "2.0.0" -[[deps.TerminalLoggers]] -deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"] -git-tree-sha1 = "f133fab380933d042f6796eda4e130272ba520ca" -uuid = "5d786b92-1e48-4d6f-9151-6b4477ca9bed" -version = "0.1.7" - [[deps.Test]] deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" @@ -3065,21 +2077,6 @@ git-tree-sha1 = "468b4685af4abe0e9fd4d7bf495a6554a6276e75" uuid = "0796e94c-ce3b-5d07-9a54-7f471281c624" version = "0.5.29" -[[deps.Tracker]] -deps = ["Adapt", "ChainRulesCore", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"] -git-tree-sha1 = "c266e49953dadd0923caa17b3ea464ab6b97b3f2" -uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" -version = "0.2.37" -weakdeps = ["PDMats"] - - [deps.Tracker.extensions] - TrackerPDMatsExt = "PDMats" - -[[deps.TranscodingStreams]] -git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742" -uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" -version = "0.11.3" - [[deps.TriangularSolve]] deps = ["CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "LoopVectorization", "Polyester", "Static", "VectorizationBase"] git-tree-sha1 = "be986ad9dac14888ba338c2554dcfec6939e1393" @@ -3097,6 +2094,11 @@ git-tree-sha1 = "ea3e54c2bdde39062abf5a9758a23735558705e1" uuid = "781d530d-4396-4725-bb49-402e4bee1e77" version = "1.4.0" +[[deps.TupleTools]] +git-tree-sha1 = "41e43b9dc950775eac654b9f845c839cd2f1821e" +uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6" +version = "1.6.0" + [[deps.URIs]] git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b" uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4" @@ -3114,29 +2116,17 @@ version = "1.0.2" [[deps.Unicode]] uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" -[[deps.UnicodeFun]] -deps = ["REPL"] -git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf" -uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1" -version = "0.4.1" - [[deps.Unitful]] deps = ["Dates", "LinearAlgebra", "Random"] -git-tree-sha1 = "01915bfcd62be15329c9a07235447a89d588327c" +git-tree-sha1 = "d95fe458f26209c66a187b1114df96fd70839efd" uuid = "1986cc42-f94f-5a68-af5c-568840ba703d" -version = "1.21.1" +version = "1.21.0" weakdeps = ["ConstructionBase", "InverseFunctions"] [deps.Unitful.extensions] ConstructionBaseUnitfulExt = "ConstructionBase" InverseFunctionsUnitfulExt = "InverseFunctions" -[[deps.UnitfulLatexify]] -deps = ["LaTeXStrings", "Latexify", "Unitful"] -git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8" -uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728" -version = "1.6.4" - [[deps.Unityper]] deps = ["ConstructionBase"] git-tree-sha1 = "25008b734a03736c41e2a7dc314ecb95bd6bbdb0" @@ -3150,14 +2140,15 @@ version = "0.2.1" [[deps.UnsafeAtomicsLLVM]] deps = ["LLVM", "UnsafeAtomics"] -git-tree-sha1 = "de4287a6569bcf3a8d6201d387991a8dda25c954" +git-tree-sha1 = "2d17fabcd17e67d7625ce9c531fb9f40b7c42ce4" uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249" -version = "0.2.2" +version = "0.2.1" -[[deps.Unzip]] -git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78" -uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d" -version = "0.2.0" +[[deps.VectorInterface]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "9166406dedd38c111a6574e9814be83d267f8aec" +uuid = "409d34a3-91d5-4945-b6ec-7529ddf182d8" +version = "0.5.0" [[deps.VectorizationBase]] deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"] @@ -3165,36 +2156,6 @@ git-tree-sha1 = "4ab62a49f1d8d9548a1c8d1a75e5f55cf196f64e" uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f" version = "0.21.71" -[[deps.VertexSafeGraphs]] -deps = ["Graphs"] -git-tree-sha1 = "8351f8d73d7e880bfc042a8b6922684ebeafb35c" -uuid = "19fa3120-7c27-5ec5-8db8-b0b0aa330d6f" -version = "0.2.0" - -[[deps.Vulkan_Loader_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"] -git-tree-sha1 = "2f0486047a07670caad3a81a075d2e518acc5c59" -uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c" -version = "1.3.243+0" - -[[deps.Wayland_jll]] -deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"] -git-tree-sha1 = "7558e29847e99bc3f04d6569e82d0f5c54460703" -uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89" -version = "1.21.0+1" - -[[deps.Wayland_protocols_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9" -uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91" -version = "1.31.0+0" - -[[deps.WeakRefStrings]] -deps = ["DataAPI", "InlineStrings", "Parsers"] -git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23" -uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5" -version = "1.4.2" - [[deps.WeightInitializers]] deps = ["ArgCheck", "ConcreteStructs", "GPUArraysCore", "LinearAlgebra", "Random", "SpecialFunctions", "Statistics"] git-tree-sha1 = "0b935265795ccccf12bc89e693b6380934451780" @@ -3217,211 +2178,16 @@ version = "1.0.4" Metal = "dde4c033-4e86-420c-a63e-0dd931031962" oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b" -[[deps.WoodburyMatrices]] -deps = ["LinearAlgebra", "SparseArrays"] -git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511" -uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6" -version = "1.0.0" - 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-## External packages -# common packages -using Accessors -using Reexport - -@reexport using ComponentArrays -using ComponentArrays: indexmap, getval -using Dates -using DataFrames -using IterTools: ncycle -using LinearAlgebra -using NamedTupleTools -using ProgressMeter -using SparseArrays -using StableRNGs -using Statistics -using TOML - -# runtime generated functions -using RuntimeGeneratedFunctions -RuntimeGeneratedFunctions.init(@__MODULE__) - -# Symbolic building -using Symbolics -using Symbolics: tosymbol -using SymbolicUtils -using SymbolicUtils.Code -@reexport using ModelingToolkit: @variables, @parameters -using ModelingToolkit: isparameter -using ModelingToolkit: t_nounits as t -# graph compute -using Graphs - -# data interpolataion -using DataInterpolations -using DataInterpolations: AbstractInterpolation - -# solve ODEProblem -using SciMLBase -using OrdinaryDiffEq -using SciMLSensitivity - -# deep learning -using Lux -using LuxCore -using NNlib - -using ChainRulesCore - -# parameters Optimization -using Optimization -using OptimizationBBO -using OptimizationOptimisers - -## package version -const version = VersionNumber(TOML.parsefile(joinpath(@__DIR__, "..", "Project.toml"))["version"]) -const InputType = Union{AbstractArray,AbstractMatrix} - -struct HydroEquation end -## Abstract Component Types -abstract type AbstractComponent end -abstract type AbstractHydroSolver end -abstract type AbstractHydroOptimizer end -abstract type AbstractHydroWrapper <: AbstractComponent end -abstract type AbstractNeuralWrapper <: AbstractComponent end - -abstract type AbstractFlux <: AbstractComponent end -abstract type AbstractHydroFlux <: AbstractFlux end -abstract type AbstractNeuralFlux <: AbstractHydroFlux end -abstract type AbstractStateFlux <: AbstractFlux end - -abstract type AbstractElement <: AbstractComponent end -abstract type AbstractBucket <: AbstractElement end -abstract type AbstractHydrograph <: AbstractElement end -abstract type AbstractRoute <: AbstractElement end -abstract type AbstractHydroRoute <: AbstractRoute end -abstract type AbstractRapidRoute <: AbstractRoute end -abstract type AbstractModel <: AbstractComponent end -# utils -include("utils/attr.jl") -include("utils/ca.jl") -include("utils/name.jl") -include("utils/show.jl") -include("utils/build.jl") -include("utils/callback.jl") -include("utils/sort.jl") - -include("optimizer.jl") -export BatchOptimizer, HydroOptimizer, GradOptimizer - -include("solver.jl") -export ODESolver, DiscreteSolver, ManualSolver - -# framework build -include("flux.jl") -export HydroFlux, StateFlux, NeuralFlux, UnitHydroFlux -include("bucket.jl") -export HydroBucket -include("route.jl") -export DirectRoute, GridRoute, VectorRoute, HydroRoute # , RapidRoute -include("uh.jl") -export UHFunction, UH_1_HALF, UH_2_FULL -include("model.jl") -export HydroModel -include("wrapper.jl") -export RecordComponentState, EstimateComponentParams, WeightSumComponentOutlet, ComputeComponentOutlet - -# export abstract structs -export AbstractComponent, AbstractSolver, AbstractElement, AbstractUnit, AbstractHydroBucket, AbstractRoute, HydroEquation -export AbstractFlux, AbstractHydroFlux, AbstractNeuralFlux, AbstractStateFlux, AbstractRouteFlux - -end # module HydroModels diff --git a/src/bucket.jl b/src/bucket.jl deleted file mode 100644 index ad4988b..0000000 --- a/src/bucket.jl +++ /dev/null @@ -1,348 +0,0 @@ -""" - HydroBucket(name::Symbol; funcs::Vector, dfuncs::Vector=StateFlux[]) - -Represents a hydrological bucket model component. - -# Arguments -- `name::Symbol`: A symbol representing the name of the HydroBucket instance. If not provided, a name will be automatically generated from state variable names. -- `funcs::Vector`: A vector of flux functions that describe the hydrological processes. -- `dfuncs::Vector`: A vector of state derivative functions (default is an empty vector of StateFlux). - -# Fields -- `funcs::Vector{<:AbstractFlux}`: Vector of flux functions describing hydrological processes. -- `dfuncs::Vector{<:AbstractStateFlux}`: Vector of state derivative functions for ODE calculations. -- `flux_func::Function`: Combined function for calculating all hydrological fluxes. -- `ode_func::Union{Nothing,Function}`: Function for ordinary differential equations (ODE) calculations, or nothing if no ODE calculations are needed. -- `meta::HydroMeta`: Contains metadata about the bucket, including input, output, state, parameter, and neural network names. - -# Description -HydroBucket is a structure that encapsulates the behavior of a hydrological bucket model. -It combines multiple flux functions and state derivative functions to model water movement -and storage within a hydrological unit. - -The structure automatically extracts relevant information from the provided functions to -populate the metadata, which includes names of: -- Inputs: Variables that drive the model -- Outputs: Variables produced by the model -- States: Internal model states that evolve over time -- Parameters: Model parameters that control behavior -- Neural Networks: Any neural network components (if applicable) - -The `flux_func` and `ode_func` are constructed based on the provided `funcs` and `dfuncs`, -enabling efficient calculation of fluxes and state changes over time. - -This structure is particularly useful for building complex hydrological models by combining -multiple HydroBucket instances to represent different components of a water system. - -""" -struct HydroBucket{F<:AbstractFlux,D<:AbstractStateFlux,FF<:Function,OF<:Union{Nothing,Function},M<:HydroMeta} <: AbstractBucket - """ - Vector of flux functions describing hydrological processes. - """ - funcs::Vector{F} - """ - Vector of state derivative functions for ODE calculations. - """ - dfuncs::Vector{D} - """ - Generated function for calculating all hydrological fluxes. - """ - flux_func::FF - """ - Generated function for ordinary differential equations (ODE) calculations, or nothing if no ODE calculations are needed. - """ - ode_func::OF - """ - Metadata about the bucket, including input, output, state, parameter, and neural network names. - """ - meta::M - - function HydroBucket(; - funcs::Vector{F}, - dfuncs::Vector{D}=StateFlux[], - name::Union{Symbol,Nothing}=nothing, - sort_funcs::Bool=false - ) where {F<:AbstractFlux,D<:AbstractStateFlux} - funcs = sort_funcs ? sort_funcs(funcs) : funcs - #* Extract all variable names of funcs and dfuncs - input_names, output_names, state_names = get_var_names(funcs, dfuncs) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(vcat(funcs, dfuncs)) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(funcs) - #* Setup the name information of the hydrobucket - bucket_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), state_names)), :_bucket) : name - meta = HydroMeta(bucket_name, input_names, output_names, param_names, state_names, nn_names) - #* Construct a function for ordinary differential calculation based on dfunc and funcs - flux_func, ode_func = build_ele_func(funcs, dfuncs, meta) - - return new{F,D,typeof(flux_func),typeof(ode_func),typeof(meta)}( - funcs, - dfuncs, - flux_func, - ode_func, - meta, - ) - end -end - -function _get_parameter_extractors(ele::HydroBucket, pas::ComponentVector) - #* extract params and nn params - #* Check if all required parameter names are present in pas[:params] - @assert all(param_name in keys(pas[:params]) for param_name in get_param_names(ele)) "Missing required parameters. Expected all of $(get_param_names(ele)), but got $(keys(pas[:params]))." - #* check initstates input is correct - @assert all(state_name in keys(pas[:initstates]) for state_name in get_state_names(ele)) "Missing required initial states. Expected all of $(get_state_names(ele)), but got $(keys(pas[:initstates]))." - #* Check if all required neural network names are present in pas[:nn] (if any) - if !isempty(get_nn_names(ele)) - @assert all(nn_name in keys(pas[:nn]) for nn_name in get_nn_names(ele)) "Missing required neural networks. Expected all of $(get_nn_names(ele)), but got $(keys(pas[:nn]))." - nn_params_idx = [getaxes(pas[:nn])[1][nm].idx for nm in get_nn_names(ele)] - nn_param_func = (p) -> [p[:nn][idx] for idx in nn_params_idx] - else - nn_param_func = (_) -> nothing - end - ele_params_idx = [getaxes(pas[:params])[1][nm].idx for nm in get_param_names(ele)] - param_func = (p) -> [p[:params][idx] for idx in ele_params_idx] - return param_func, nn_param_func -end - -function _get_parameter_extractors(ele::HydroBucket, pas::ComponentVector, ptypes::AbstractVector{Symbol}) - #* extract params and nn params - #* check params input is correct - for ptype in ptypes - @assert all(param_name in keys(pas[:params][ptype]) for param_name in get_param_names(ele)) "Missing required parameters. Expected all of $(get_param_names(ele)), but got $(keys(pas[:params][ptype])) at param type: $ptype." - end - - #* Check if all required neural network names are present in pas[:nn] (if any) - if !isempty(get_nn_names(ele)) - @assert all(nn_name in keys(pas[:nn]) for nn_name in get_nn_names(ele)) "Missing required neural networks. Expected all of $(get_nn_names(ele)), but got $(keys(pas[:nn]))." - nn_params_idx = [getaxes(pas[:nn])[1][nm].idx for nm in get_nn_names(ele)] - nn_param_func = (p) -> Ref([p[:nn][idx] for idx in nn_params_idx]) - else - nn_param_func = (_) -> nothing - end - ele_params_idx = [getaxes(pas[:params][ptypes[1]])[1][nm].idx for nm in get_param_names(ele)] - param_func = (p) -> [p[:params][ptype][ele_params_idx] for ptype in ptypes] - return param_func, nn_param_func -end - -function _get_du_func(ele::HydroBucket, ode_input_func::Function, param_func::Function, nn_param_func::Function) - (u, p, t) -> ele.ode_func(ode_input_func(t), u, param_func(p), nn_param_func(p), t) -end - -function _get_dum_func(ele::HydroBucket, ode_input_func::Function, param_func::Function, nn_param_func::Function) - (u, p, t) -> reduce(hcat, ele.ode_func.(ode_input_func(t), eachslice(u, dims=2), param_func(p), nn_param_func(p), t)) -end - -""" - (ele::HydroBucket)(input::Matrix, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - (ele::HydroBucket)(input::Array, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - (ele::HydroBucket)(input::NamedTuple, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - (ele::HydroBucket)(input::Vector{<:NamedTuple}, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - -Run the HydroBucket model for given input and parameters. - -# Arguments -- `input`: Input data. Can be a Matrix (dims: variables × time) or Array (dims: variables × nodes × time) - or NamedTuple (variables => time series) or Vector{NamedTuple} (variables => time series, for multiple nodes) -- `pas`: ComponentVector containing parameters and initial states -- `config`: Configuration options including: - - `solver`: AbstractHydroSolver to use for ODE solving (default: ODESolver()) - - `interp`: Interpolation method for input data (default: LinearInterpolation) - - `timeidx`: Vector of time indices (default: 1:size(input, last_dim)) - - `ptypes`: (Array input only) Parameter types to use (default: all parameter types) - - `stypes`: (Array input only) State types to use (default: all state types) -- `kwargs`: Additional keyword arguments - - `convert_to_ntp`: Whether to convert output to NamedTuple (default: false) - -# Returns -If convert_to_ntp=false (default): -- Matrix (dims: (states+outputs) × time) for Matrix input -- Array (dims: (states+outputs) × nodes × time) for Array input - -If convert_to_ntp=true: -- NamedTuple of time series for Matrix input -- Vector of NamedTuples for Array input - -# Details -- For Matrix input: Processes single node/location data -- For Array input: Processes multiple nodes/locations simultaneously -- If the bucket has an ODE function, solves states over time -- Calculates fluxes using the model's flux function -- Concatenates solved states (if any) with calculated fluxes for output -- Input dimensions must match number of input variables defined in model -- Required parameters and initial states must be present in pas -""" - -function (ele::HydroBucket{F,D,FF,OF,M})( - input::AbstractArray{T,2}, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) where {F,D,FF,OF<:Function,M,T} - #* get kwargs - solver = get(config, :solver, ODESolver()) - interp = get(config, :interp, LinearInterpolation) - timeidx = get(config, :timeidx, collect(1:size(input, 2))) - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - - @assert size(input, 1) == length(get_input_names(ele)) "Input dimensions mismatch. Expected $(length(get_input_names(ele))) variables, got $(size(input, 1))." - @assert size(input, 2) == length(timeidx) "Time steps mismatch. Expected $(length(timeidx)) time steps, got $(size(input, 2))." - - #* get initial states matrix - initstates_mat = collect(pas[:initstates][get_state_names(ele)]) - #* extract params and nn params - #* build differential equation function - param_func, nn_param_func = _get_parameter_extractors(ele, pas) - itpfunc_list = map((var) -> interp(var, timeidx, extrapolate=true), eachrow(input)) - ode_input_func = (t) -> [itpfunc(t) for itpfunc in itpfunc_list] - du_func = _get_du_func(ele, ode_input_func, param_func, nn_param_func) - - #* solve the problem by call the solver - solved_states = solver(du_func, pas, initstates_mat, timeidx) - #* Store the solved bucket state in fluxes - fluxes = cat(input, solved_states, dims=1) - - #* calculate output, slice input on time dim, then calculate each output - params_vec, nn_params_vec = param_func(pas), nn_param_func(pas) - flux_output = ele.flux_func.(eachslice(fluxes, dims=2), Ref(params_vec), Ref(nn_params_vec), timeidx) - #* convert vector{vector} to matrix - flux_output_mat = reduce(hcat, flux_output) - #* merge output and state, if solved_states is not nothing, then cat it at the first dim - output_mat = cat(solved_states, flux_output_mat, dims=1) - if convert_to_ntp - return NamedTuple{Tuple(vcat(get_state_names(ele), get_output_names(ele)))}(eachslice(output_mat, dims=1)) - else - return output_mat - end -end - -function (ele::HydroBucket{F,D,FF,OF,M})( - input::AbstractArray{T,2}, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) where {F,D,FF,OF<:Nothing,M,T} - #* get kwargs - timeidx = get(config, :timeidx, collect(1:size(input, 2))) - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - - @assert size(input, 1) == length(get_input_names(ele)) "Input dimensions mismatch. Expected $(length(get_input_names(ele))) variables, got $(size(input, 1))." - @assert size(input, 2) == length(timeidx) "Time steps mismatch. Expected $(length(timeidx)) time steps, got $(size(input, 2))." - - #* extract params and nn params - #* Check if all required parameter names are present in pas[:params] - @assert all(param_name in keys(pas[:params]) for param_name in get_param_names(ele)) "Missing required parameters. Expected all of $(get_param_names(ele)), but got $(keys(pas[:params]))." - #* check initstates input is correct - @assert all(state_name in keys(pas[:initstates]) for state_name in get_state_names(ele)) "Missing required initial states. Expected all of $(get_state_names(ele)), but got $(keys(pas[:initstates]))." - #* extract params and nn params - param_func, nn_param_func = _get_parameter_extractors(ele, pas) - #* calculate output, slice input on time dim, then calculate each output - params_vec, nn_params_vec = param_func(pas), nn_param_func(pas) - flux_output = ele.flux_func.(eachslice(input, dims=2), Ref(params_vec), Ref(nn_params_vec), timeidx) - #* convert vector{vector} to matrix - flux_output_matrix = reduce(hcat, flux_output) - if convert_to_ntp - return NamedTuple{Tuple(vcat(get_state_names(ele), get_output_names(ele)))}(eachslice(flux_output_matrix, dims=1)) - else - return output_matrix - end -end - -function (ele::HydroBucket{F,D,FF,OF,M})( - input::AbstractArray{T,3}, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) where {F,D,FF,OF<:Function,M,T} - #* get kwargs - solver = get(config, :solver, ODESolver()) - interp = get(config, :interp, LinearInterpolation) - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - stypes = get(config, :stypes, collect(keys(pas[:initstates]))) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - - @assert size(input, 1) == length(get_input_names(ele)) "Input dimensions mismatch. Expected $(length(get_input_names(ele))) variables, got $(size(input, 1))." - @assert size(input, 3) == length(timeidx) "Time steps mismatch. Expected $(length(timeidx)) time steps, got $(size(input, 3))." - @assert length(ptypes) == size(input, 2) "Number of parameter types mismatch. Expected $(size(input, 2)) parameter types, got $(length(ptypes))." - @assert length(stypes) == size(input, 2) "Number of state types mismatch. Expected $(size(input, 2)) state types, got $(length(stypes))." - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got $(ptypes)." - @assert all(stype in keys(pas[:initstates]) for stype in stypes) "Missing required initial states. Expected all of $(keys(pas[:initstates])), but got $(stypes)." - - #* prepare initial states - init_states_vec = collect([collect(pas[:initstates][stype][get_state_names(ele)]) for stype in stypes]) - init_states_mat = reduce(hcat, init_states_vec) - #* extract params and nn params - param_func, nn_param_func = _get_parameter_extractors(ele, pas, ptypes) - #* prepare input function - itpfunc_vecs = [interp.(eachslice(input[:, i, :], dims=1), Ref(timeidx), extrapolate=true) for i in 1:size(input)[2]] - ode_input_func = (t) -> [[itpfunc(t) for itpfunc in itpfunc_vec] for itpfunc_vec in itpfunc_vecs] - #* build differential equation function - du_func = _get_dum_func(ele, ode_input_func, param_func, nn_param_func) - - #* Call the solve_prob method to solve the state of bucket at the specified timeidx - solved_states = solver(du_func, pas, init_states_mat, timeidx; convert_to_array=true) - - #* Store the solved bucket state in fluxes - fluxes = cat(input, solved_states, dims=1) - - #* array dims: (num of node, sequence length, variable dim) - ele_output_vec = [ele.flux_func.(eachslice(fluxes[:, :, i], dims=2), param_func(pas), nn_param_func(pas), timeidx[i]) for i in axes(fluxes, 3)] - ele_output_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), [reduce(hcat, u) for u in ele_output_vec]) - #* merge state and output, if solved_states is not nothing, then cat it at the first dim - final_output_arr = cat(solved_states, ele_output_arr, dims=1) - - #* convert to NamedTuple if convert_to_ntp is true - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - if convert_to_ntp - return [NamedTuple{Tuple(vcat(get_state_names(ele), get_output_names(ele)))}(eachslice(final_output_arr[:, i, :], dims=1)) for i in axes(final_output_arr, 2)] - else - return final_output_arr - end -end - -function (ele::HydroBucket{F,D,FF,OF,M})( - input::AbstractArray{T,3}, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) where {F,D,FF,OF<:Nothing,M,T} - #* get kwargs - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - #* check input and parameter - @assert size(input, 1) == length(get_input_names(ele)) "Input dimensions mismatch. Expected $(length(get_input_names(ele))) variables, got $(size(input, 1))." - @assert size(input, 3) == length(timeidx) "Time steps mismatch. Expected $(length(timeidx)) time steps, got $(size(input, 3))." - @assert length(ptypes) == size(input, 2) "Number of parameter types mismatch. Expected $(size(input, 2)) parameter types, got $(length(ptypes))." - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got $(ptypes)." - #* check initstates input is correct - for stype in stypes - @assert all(state_name in keys(pas[:initstates][stype]) for state_name in get_state_names(ele)) "Missing required initial states. Expected all of $(get_state_names(ele)), but got $(keys(init_states_item)) at state type: $stype." - end - #* extract params and nn params - param_func, nn_param_func = _get_parameter_extractors(ele, pas, ptypes) - #* array dims: (num of node, sequence length, variable dim) - ele_output_vec = [ele.flux_func.(eachslice(input[:, :, i], dims=2), param_func(pas), nn_param_func(pas), timeidx[i]) for i in 1:size(input)[3]] - final_output_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), [reduce(hcat, u) for u in ele_output_vec]) - #* convert to NamedTuple if convert_to_ntp is true - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - if convert_to_ntp - return [NamedTuple{Tuple(vcat(get_state_names(ele), get_output_names(ele)))}(eachslice(final_output_arr[:, i, :], dims=1)) for i in axes(final_output_arr, 2)] - else - return final_output_arr - end -end - -function (ele::HydroBucket)(input::NamedTuple, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - @assert all(input_name in keys(input) for input_name in get_input_names(ele)) "Missing required inputs. Expected all of $(get_input_names(ele)), but got $(keys(input))." - input_matrix = Matrix(reduce(hcat, [input[k] for k in get_input_names(ele)])') - ele(input_matrix, pas; config=config, kwargs...) -end - -function (ele::HydroBucket)(input::Vector{<:NamedTuple}, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - for i in eachindex(input) - @assert all(input_name in keys(input[i]) for input_name in get_input_names(ele)) "Missing required inputs. Expected all of $(get_input_names(ele)), but got $(keys(input[i])) at $i input." - end - input_mats = [reduce(hcat, collect(input[i][k] for k in get_input_names(ele))) for i in eachindex(input)] - input_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), input_mats) - ele(input_arr, pas; config=config, kwargs...) -end \ No newline at end of file diff --git a/src/flux.jl b/src/flux.jl deleted file mode 100644 index 5b35da9..0000000 --- a/src/flux.jl +++ /dev/null @@ -1,384 +0,0 @@ -""" - HydroFlux - -Represents a simple flux component in a hydrological model. - -# Arguments -- `inputs::Vector{Num}`: A vector of input variables. -- `outputs::Vector{Num}`: A vector of output variables. -- `params::Vector{Num}`: A vector of parameter variables. -- `exprs::Vector{Num}`: A vector of expressions describing the formulas for output variables. -- `meta::HydroMeta`: Contains metadata about the flux, including input, output, and parameter names. - -# Fields -- `inputs::Vector{Num}`: A vector of input variables. -- `outputs::Vector{Num}`: A vector of output variables. -- `params::Vector{Num}`: A vector of parameter variables. -- `exprs::Vector{Num}`: A vector of expressions describing the formulas for output variables. -- `func::Function`: A compiled function that calculates the flux. -- `meta::HydroMeta`: Contains metadata about the flux, including input, output, and parameter names. - -# Constructors - HydroFlux(inputs::Vector{Num}, outputs::Vector{Num}, params::Vector{Num}, exprs::Vector{Num}, meta::HydroMeta) - HydroFlux(flux_names::Pair{Vector{Symbol},Vector{Symbol}}, param_names::Vector{Symbol}=Symbol[]; flux_funcs::Vector{<:Function}=Function[]) - -# Description -`HydroFlux` is a structure that encapsulates a simple flux calculation in a hydrological model. -It can be constructed either by providing explicit inputs, outputs, parameters, and expressions, -or by specifying names for fluxes and parameters along with optional flux functions. - -The structure automatically compiles the provided expressions or functions into an efficient -calculation function, which can be used to compute flux values given input and parameter values. - -This structure is particularly useful for representing straightforward hydrological processes -where the relationship between inputs and outputs can be expressed as simple mathematical formulas. -""" -struct HydroFlux{T<:Num,F<:Function,M<:HydroMeta} <: AbstractHydroFlux - "Vector of input variables" - inputs::Vector{T} - "Vector of output variables" - outputs::Vector{T} - "Vector of parameter variables" - params::Vector{T} - "Vector of expressions describing the formulas for output variables" - exprs::Vector{T} - "Compiled function that calculates the flux" - func::F - "Metadata about the flux, including input, output, and parameter names" - meta::M - - function HydroFlux( - inputs::Vector{T}, - outputs::Vector{T}, - params::Vector{T}; - exprs::Vector{T}=T[], - ) where {T<:Num} - #* name the flux - output_names = Symbolics.tosymbol.(outputs, escape=false) - flux_name = Symbol(Symbol(reduce((x, y) -> Symbol(x, y), output_names)), :_sflux) - #* construct meta - meta = HydroMeta(name=flux_name, inputs=inputs, outputs=outputs, params=params) - #* if no expression provided, use the hydrology formula library to build the flux - if length(exprs) == 0 - @info "No expression provided, using the hydrology formula library (`HydroModelLibrary.jl`) to build the flux" - #* Get the corresponding calculation formula according to the input and output parameter names - hydrofunc = HydroEquation(input_names, output_names, param_names) - exprs = HydroModelLibrary.expr(hydrofunc) - end - #* build flux function - flux_func = build_flux_func(inputs, outputs, params, exprs) - - return new{T,typeof(flux_func),typeof(meta)}(inputs, outputs, params, exprs, flux_func, meta) - end - - #* construct hydro flux with input fluxes and output fluxes - HydroFlux(fluxes::Pair{Vector{Num},Vector{Num}}, params::Vector{Num}=Num[]; exprs::Vector{Num}=Num[]) = HydroFlux(fluxes[1], fluxes[2], params, exprs=exprs) -end - -""" - (flux::AbstractHydroFlux)(input::Union{Vector,Matrix,Array}, pas::ComponentVector; ptypes::AbstractVector{Symbol}=Symbol[], kwargs...) - -Apply the simple flux model to input data of various dimensions. - -# Arguments -- `input`: Input data, which can be: - - `Vector`: A vector of input values for a single time step. - - `Matrix`: A matrix of input values, where each column represents a different time step. - - `Array`: A 3D array of input values, with dimensions (var_names, node_names, ts_len). -- `pas::ComponentVector`: A component vector containing parameter values. -- `kwargs...`: Additional keyword arguments (unused in this function), provided for compatibility with the component callable function API - - `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter categories (only used for `Array` input). - -# Returns -- For vector input: The result of applying the flux function to the input and parameters. -- For matrix input: A matrix where each column is the result of applying the flux function to the corresponding input column. -- For 3D array input: A 3D array of flux outputs, with dimensions (output_var_names, node_names, ts_len). -""" -function (flux::AbstractHydroFlux)(input::AbstractVector, pas::ComponentVector; kwargs...) - timeidx = get(kwargs, :timeidx, 1) - params_vec = collect([pas[:params][nm] for nm in get_param_names(flux)]) - flux.func(input, params_vec, timeidx) -end - -function (flux::AbstractHydroFlux)(input::AbstractArray{N,2}, pas::ComponentVector; kwargs...) where {N} - timeidx = get(kwargs, :timeidx, collect(1:size(input, 2))) - # assert the input params must include all the parameters in the flux - @assert length(timeidx) == size(input, 2) "Time index length does not match the number of time steps" - @assert all(nm in keys(pas[:params]) for nm in get_param_names(flux)) "Input parameters do not match the flux parameters, the flux parameters should be: $(get_param_names(flux))" - params_vec = collect([pas[:params][nm] for nm in get_param_names(flux)]) - output_arr = reduce(hcat, flux.func.(eachslice(input, dims=2), Ref(params_vec), timeidx)) - to_ntp = get(kwargs, :convert_to_ntp, false) - return to_ntp ? NamedTuple{Tuple(get_output_names(flux))}(eachslice(output_arr, dims=1)) : output_arr -end - -function (flux::AbstractHydroFlux)(input::AbstractArray{N,3}, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) where {N} - #* get kwargs - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - @assert length(timeidx) == size(input, 3) "Time index length does not match the number of time steps" - - #* extract params and nn params - node_params = [pas[:params][ptype] for ptype in ptypes] - # 批量检查参数 - required_params = Set(get_param_names(flux)) - for (ptype, node_param) in zip(ptypes, node_params) - missing_params = setdiff(required_params, keys(node_param)) - @assert isempty(missing_params) "Missing parameters for $ptype: $missing_params" - end - params_vec = collect([collect([params_item[pname] for pname in get_param_names(flux)]) for params_item in node_params]) - - #* array dims: (var_names * node_names * ts_len) - flux_output_vec = [reduce(hcat, flux.func.(eachslice(input[:, :, i], dims=2), params_vec, timeidx[i])) for i in eachindex(timeidx)] - if length(flux_output_vec) == 1 - tmp_output_arr = flux_output_vec[1] - flux_output_arr = reshape(tmp_output_arr, size(tmp_output_arr)..., 1) - else - flux_output_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), flux_output_vec) - end - # flux_output_arr = mapslices(input, dims=[1,2]) do slice - # reduce(hcat, flux.func.(eachcol(slice), params_vec, timeidx)) - # end - flux_output_arr -end - - -""" - NeuralFlux <: AbstractNeuralFlux - -Represents a neural network-based flux component in a hydrological model. - -# Fields -- `inputs::Vector{Num}`: A vector of input variables. -- `outputs::Vector{Num}`: A vector of output variables. -- `nnparam::Symbolics.Arr`: An array of neural network parameters. -- `expr::Symbolics.Arr{Num,1}`: Expressions describing the formulas for output variables. -- `func::Function`: A compiled function that calculates the flux using the neural network. -- `meta::HydroMeta`: Contains metadata about the flux, including input, output, and neural network parameter names. -- `nninfos::NamedTuple`: Contains information about the neural network's input and output structure. - -# Constructors - # 1. Construct a NeuralFlux with specified input/output fluxes and a neural network, the neural network should specify the name - NeuralFlux(fluxes::Pair{Vector{Num},Vector{Num}}, chain::Lux.AbstractExplicitContainerLayer) - -# Description -`NeuralFlux` is a structure that encapsulates a neural network-based flux calculation in a hydrological model. -It combines symbolic mathematics with neural networks to create a flexible and powerful representation of complex hydrological processes. - -The structure automatically handles the integration of the neural network into the symbolic framework, -allowing for seamless incorporation of machine learning models into traditional hydrological equations. - -This structure is particularly useful for representing complex, non-linear relationships in hydrological systems -where traditional equations may be insufficient or unknown. -""" -struct NeuralFlux{T<:Num,F<:Function,M<:HydroMeta} <: AbstractNeuralFlux - "Vector of input variables" - inputs::Vector{T} - "Vector of output variables" - outputs::Vector{T} - "Array of neural network parameters" - nnparam::Symbolics.Arr{T,1} - "Array of expressions describing the formulas for output variables" - expr::Symbolics.Arr{T,1} - "Compiled function that calculates the flux using the neural network" - func::F - "Metadata about the flux, including input, output, and neural network parameter names" - meta::M - "Information about the neural network's input and output structure" - nninfos::NamedTuple - - function NeuralFlux( - inputs::Vector{T}, - outputs::Vector{T}, - chain::LuxCore.AbstractLuxLayer - ) where {T<:Num} - #* assert the chain has a name - @assert chain.name isa Symbol "Neural network chain should have a name with Symbol type" - #* Get the neural network name (neural flux param name) and object - chain_name = chain.name - #* Initialize model parameter type for model parameter dimension definition - init_params = ComponentVector(Lux.initialparameters(StableRNG(42), chain)) - params_axes = getaxes(init_params) - - #* Define parameter variables according to initialization parameters: Define type as Vector{parameter length} - chain_params = first(@parameters $chain_name[1:length(init_params)] = Vector(init_params)) - #* Use Symbolics.array_term to define the slow-building parameter variables: - #* when the model is called, it is rebuilt into the ComponentVector type according to - #* the axes of `init_params` and the Vector type of the parameter as the calculation parameter input - lazy_params = Symbolics.array_term((x, axes) -> ComponentVector(x, axes), chain_params, params_axes, size=size(chain_params)) - - #* Constructing neural network input and output variables - #* The input and output of the model can only be of type Symbolics.Arr{Num, 1}, - #* so it cannot be defined based on outputs and output_vars - nn_input_name = Symbol(chain_name, :_input) - nn_output_name = Symbol(chain_name, :_output) - nn_input = first(@variables $(nn_input_name)[1:length(inputs)]) - nn_output = first(@variables $(nn_output_name)[1:length(outputs)]) - - #* Constructing a calculation expression based on a neural network - flux_expr = LuxCore.stateless_apply(chain, nn_input, lazy_params) - nn_func = (x, p) -> LuxCore.stateless_apply(chain, x, ComponentVector(p, params_axes)) - - #* neuralflux meta - meta = HydroMeta(name=Symbol(chain_name, :_nflux), inputs=inputs, outputs=outputs, nn_names=[chain_name]) - nninfos = (inputs=nn_input, outputs=nn_output, paramlen=length(init_params)) - new{T,typeof(nn_func),typeof(meta)}( - inputs, outputs, chain_params, - flux_expr, nn_func, - meta, nninfos, - ) - end - - function NeuralFlux( - inputs::Vector{T}, - outputs::Vector{T}, - params::Symbolics.Arr{T,1}, - expr::Symbolics.Arr{T,1}, - chain, - ) where {T<:Number} - input_vec, output_vec = Symbol(chain.name, :_input), Symbol(chain.name, :_output) - nninfos = (inputs=first(@variables $(input_vec)[1:length(inputs)]), outputs=first(@variables $(output_vec)[1:length(outputs)])) - meta = HydroMeta(name=Symbol(chain.name, :_nflux), inputs=inputs, outputs=outputs, nn_names=[chain.name]) - params_axes = getaxes(ComponentVector(Lux.initialparameters(StableRNG(42), chain))) - nn_func = (x, p) -> LuxCore.stateless_apply(chain, x, ComponentVector(p, params_axes)) - new{T,typeof(nn_func),typeof(meta)}(inputs, outputs, params, expr, nn_func, meta, nninfos) - end - - #* construct neural flux with input fluxes and output fluxes - NeuralFlux(fluxes::Pair{Vector{Num},Vector{Num}}, chain) = NeuralFlux(fluxes[1], fluxes[2], chain) -end - -""" - (flux::AbstractFlux)(input::Union{Vector,Matrix,Array}, pas::ComponentVector; ptypes::AbstractVector{Symbol}=Symbol[], kwargs...) - -Apply the flux model (simple or neural) to input data of various dimensions. - -# Arguments -- `input`: Input data, which can be: - - `Vector`: A vector of input values for a single time step. - - `Matrix`: A matrix of input values, where each column represents a different time step. - - `Array`: A 3D array of input values, with dimensions (var_names, node_names, ts_len). -- `pas::ComponentVector`: A component vector containing parameter values. -- `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter categories (only used for `Array` input). -- `kwargs...`: Additional keyword arguments (unused in this function), provided for compatibility with the component callable function API - -# Returns -- For vector input: The result of applying the flux function to the input and parameters. -- For matrix input: A matrix where each column is the result of applying the flux function to the corresponding input column. -- For 3D array input: A 3D array of flux outputs, with dimensions (output_var_names, node_names, ts_len). - -# Note -For neural flux models, the parameters are accessed from `pas[:nn]` instead of `pas[:params]`. -""" -function (flux::AbstractNeuralFlux)(input::AbstractVector, pas::ComponentVector; kwargs...) - nn_params_vec = pas[:nn][get_nn_names(flux)[1]] - flux.func(input, nn_params_vec) -end - -function (flux::AbstractNeuralFlux)(input::AbstractArray{T,2}, pas::ComponentVector; kwargs...) where {T} - nn_params_vec = pas[:nn][get_nn_names(flux)[1]] - output_arr = flux.func(input, nn_params_vec) - to_ntp = get(kwargs, :convert_to_ntp, false) - return to_ntp ? NamedTuple{Tuple(get_output_names(flux))}(eachslice(output_arr, dims=1)) : output_arr -end - -function (flux::AbstractNeuralFlux)(input::AbstractArray{T,3}, pas::ComponentVector; kwargs...) where {T} - nn_params = pas[:nn][get_nn_names(flux)[1]] - #* array dims: (ts_len * node_names * var_names) - flux_output_vec = [flux.func(input[:, i, :], nn_params) for i in 1:size(input)[2]] - flux_output_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), flux_output_vec) - permutedims(flux_output_arr, (1, 3, 2)) -end - -""" - StateFlux <: AbstractStateFlux - -Represents a state flux component in a hydrological model. - -# Fields -- `inputs::Vector{Num}`: A vector of input variables. -- `state::Num`: The state variable. -- `params::Vector{Num}`: A vector of parameter variables. -- `expr::Num`: The expression describing the state variable's formula. -- `func::Function`: A function to calculate the state flux. -- `meta::HydroMeta`: Contains metadata about inputs, state, parameters, and neural networks. - -# Constructors - # 1. Detailed specification of inputs, state, parameters, and state expression - StateFlux(fluxes::Vector{Num}, state::Num, params::Vector{Num}=Num[]; expr::Num) - # 2. Automatic construction of state expression as the difference between sum of input fluxes and sum of output fluxes - StateFlux(fluxes::Pair{Vector{Num},Vector{Num}}, state::Num) - -# Description -StateFlux is a structure that represents a state flux in a hydrological model. It encapsulates -the relationship between input fluxes, output fluxes, and a state variable. The structure -provides methods to calculate state changes based on the provided expressions and parameters. - -The first constructor allows for detailed specification of inputs, state, parameters, and the -state expression. The second constructor automatically constructs a state expression as the -difference between sum of input fluxes and sum of output fluxes. The third constructor is used -for simple state transitions. - -This structure is particularly useful in building complex hydrological models where state -variables evolve over time based on various input and output fluxes. -""" -struct StateFlux{T<:Num,F<:Function,M<:HydroMeta} <: AbstractStateFlux - "A map of input names (Symbol) and its variables (Num)" - inputs::Vector{T} - "A map of state names (Symbol) and its variables (Num)" - state::T - "A map of parameters names (Symbol) and its variables (Num)" - params::Vector{T} - "flux expressions to descripe the formula of the state variable" - expr::T - "flux expressions to descripe the formula of the output variable" - func::F - "bucket information: keys contains: input, output, param, state" - meta::M - - function StateFlux( - inputs::Vector{T}, state::T, params::Vector{T}=T[]; expr::T - ) where {T<:Num} - #* Convert to a symbol based on the variable - state_name = Symbolics.tosymbol(state, escape=false) - meta = HydroMeta(name=Symbol(state_name, :_stflux), inputs=inputs, states=[state], params=params) - state_func = build_flux_func(inputs, [state], params, [expr]) - return new{T,typeof(state_func),typeof(meta)}( - inputs, - state, - params, - expr, - state_func, - meta - ) - end - #* construct state flux with input fluxes and output fluxes - StateFlux(fluxes::Pair{Vector{Num},Vector{Num}}, state::Num) = StateFlux(vcat(fluxes[1], fluxes[2]), state, expr=sum(fluxes[1]) - sum(fluxes[2])) - #* construct state flux with state variables - StateFlux(states::Pair{Num,Num}) = StateFlux([states[2]], states[1], expr=states[2] - states[1]) -end - -""" - (flux::AbstractStateFlux)(input::Union{Vector,Matrix,Array}, pas::ComponentVector; ptypes::AbstractVector{Symbol}=Symbol[], kwargs...) - -Apply the state flux model to input data of various dimensions. - -# Arguments -- `input`: Input data, which can be: - - `Vector`: A vector of input values for a single time step. - - `Matrix`: A matrix of input values, where each column represents a different time step. - - `Array`: A 3D array of input values, with dimensions (var_names, node_names, ts_len). -- `pas::ComponentVector`: A component vector containing parameter values. -- `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter categories (only used for `Array` input). -- `kwargs...`: Additional keyword arguments (unused in this function), provided for compatibility with the component callable function API. - -# Returns -This function does not actually return a value, as state flux models cannot be run directly. - -# Notes -- State flux models cannot be run directly and will throw an error if attempted. -- To use state flux models, they should be incorporated into a HydroFlux or other composite flux model. -""" -(::AbstractStateFlux)(::AbstractVector, ::ComponentVector; kwargs...) = @error "State Flux cannot run directly, please using HydroFlux to run" -(::AbstractStateFlux)(::AbstractArray{T,2}, ::ComponentVector; kwargs...) where {T} = @error "State Flux cannot run directly, please using HydroFlux to run" -(::AbstractStateFlux)(::AbstractArray{T,3}, ::ComponentVector; kwargs...) where {T} = @error "State Flux cannot run directly, please using HydroFlux to run" - diff --git a/src/model.jl b/src/model.jl deleted file mode 100644 index da2a805..0000000 --- a/src/model.jl +++ /dev/null @@ -1,123 +0,0 @@ -""" - HydroModel <: AbstractModel - -Represents a hydrological model composed of multiple components. - -# Fields -- `infos::NamedTuple`: Contains metadata about the model, including name, input variables, all variables, output variables, state variables, and neural network variables. -- `components::Vector{<:AbstractComponent}`: A vector of hydrological computation elements (components) that make up the model. -- `varindices::Vector`: A vector of indices for each component's input, used to map overall model inputs to component-specific inputs. - -# Constructor - HydroModel(name; components::Vector{<:AbstractComponent}) - -Constructs a HydroModel with the given name and components. - -# Description -HydroModel is a structure that encapsulates a complete hydrological model. It manages multiple hydrological components, -handles the flow of data between these components, and provides methods for running simulations. - -The model automatically determines the connections between components based on their input and output variables. -It also keeps track of all variables in the system, including inputs, outputs, states, and any neural network parameters. - -When called as a function, the HydroModel applies its components in sequence, passing the outputs of earlier components -as inputs to later ones, effectively simulating the hydrological system over time. - -Each component's kwargs may be different, include solver, interp -""" -struct HydroModel{M<:HydroMeta,C<:AbstractComponent,VI<:AbstractVector{<:AbstractVector{<:Integer}},VN<:AbstractVector{<:Symbol}} <: AbstractModel - "meta data of hydrological model" - meta::M - "hydrological computation elements" - components::Vector{C} - "input variables index for each components" - varindices::VI - "all variables names" - varnames::VN - - function HydroModel(; - name::Symbol, - components::Vector{C}, - sort_components::Bool=false - ) where {C<:AbstractComponent} - components = sort_components ? sort_components(components) : components - input_names, output_names, state_names = get_var_names(components) - nn_names = reduce(union, get_nn_names.(components)) - param_names = reduce(union, get_param_names.(components)) - var_names = input_names - input_idx = Vector{Int}[] - for component in components - tmp_input_idx = map((nm) -> findfirst(varnm -> varnm == nm, var_names), get_input_names(component)) - var_names = reduce(vcat, [var_names, get_state_names(component), get_output_names(component)]) - push!(input_idx, tmp_input_idx) - end - model_meta = HydroMeta(name, input_names, output_names, param_names, state_names, nn_names) - new{typeof(model_meta),C,typeof(input_idx),typeof(var_names)}( - model_meta, - components, - input_idx, - var_names, - ) - end -end - -function (model::HydroModel{M,C,VI,VN})( - input::NamedTuple, - pas::ComponentVector; - config::Union{<:NamedTuple,Vector{<:NamedTuple}}=NamedTuple(), - kwargs... -) where {M,C,VI,VN} - @assert all(nm -> nm in keys(input), get_input_names(model)) "input must contain all input names" - input_matrix = Matrix(reduce(hcat, [input[nm] for nm in get_input_names(model)])') - return model(input_matrix, pas; config=config, kwargs...) -end - -# 求解并计算 -function (model::HydroModel)( - input::AbstractArray{T,2}, - pas::ComponentVector; - config::Union{NamedTuple,Vector{<:NamedTuple}}=NamedTuple(), - kwargs... -) where {T<:Number} - comp_configs = config isa NamedTuple ? fill(config, length(model.components)) : config - @assert length(comp_configs) == length(model.components) "component configs length must be equal to components length" - @assert size(input, 1) == length(get_input_names(model)) "input matrix must have the same number of columns as the input names" - fluxes = input - for (comp_, idx, config_) in zip(model.components, model.varindices, comp_configs) - tmp_fluxes = comp_(fluxes[idx, :], pas; config=config_, convert_to_ntp=false) - fluxes = cat(fluxes, tmp_fluxes, dims=1) - end - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - return convert_to_ntp ? NamedTuple{Tuple(model.varnames)}(eachrow(fluxes)) : fluxes -end - -#* 多输入构建大型方程求解并计算 -function (model::HydroModel)( - inputs::Vector{<:NamedTuple}, - pas::ComponentVector; - config::Union{<:NamedTuple,Vector{<:NamedTuple}}=NamedTuple(), - kwargs... -) - fluxes = reduce((m1, m2) -> cat(m1, m2, dims=3), [reduce(hcat, [input[nm] for nm in get_input_names(model)]) for input in inputs]) - fluxes = permutedims(fluxes, (2, 3, 1)) - model(fluxes, pas; config=config, kwargs...) -end - -function (model::HydroModel)( - input::AbstractArray{T,3}, - pas::ComponentVector; - config::Union{<:NamedTuple,Vector{<:NamedTuple}}=NamedTuple(), - kwargs... -) where {T<:Number} - comp_configs = config isa NamedTuple ? fill(config, length(model.components)) : config - @assert length(comp_configs) == length(model.components) "component configs length must be equal to components length" - @assert size(input, 1) == length(get_input_names(model)) "input matrix must have the same number of rows as the input names" - - fluxes = input - for (comp_, idx_, config_) in zip(model.components, model.varindices, comp_configs) - tmp_fluxes = comp_(fluxes[idx_, :, :], pas; config=config_, convert_to_ntp=false) - fluxes = cat(fluxes, tmp_fluxes, dims=1) - end - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - return convert_to_ntp ? [NamedTuple{Tuple(model.varnames)}(eachslice(fluxes[:, i, :], dims=1)) for i in axes(fluxes, 2)] : fluxes -end diff --git a/src/optimizer.jl b/src/optimizer.jl deleted file mode 100644 index be14ab3..0000000 --- a/src/optimizer.jl +++ /dev/null @@ -1,167 +0,0 @@ -@kwdef struct HydroOptimizer{C<:AbstractComponent,S} <: AbstractHydroOptimizer - component::C - solve_alg::S = BBO_adaptive_de_rand_1_bin_radiuslimited() - maxiters::Int = 1000 - warmup::Int = 100 - loss_func::Function = (obs, sim) -> sum((obs .- sim) .^ 2) / length(obs) - callback_func::Function = (loss_recorder) -> get_callback_func(Progress(maxiters, desc="Training..."), loss_recorder) - objective_func::Function = get_hydro_objective(component, loss_func, warmup) -end - -@kwdef struct GradOptimizer{C<:AbstractComponent,S} <: AbstractHydroOptimizer - component::C - solve_alg::S = Adam() - maxiters::Int = 100 - warmup::Int = 100 - adtype::AbstractADType = AutoForwardDiff() - loss_func::Function = (obs, sim) -> sum((obs .- sim) .^ 2) / length(obs) - callback_func::Function = (loss_recorder) -> get_callback_func(Progress(maxiters, desc="Training..."), loss_recorder) - objective_func::Function = get_hydro_objective(component, loss_func, warmup) -end - -@kwdef struct BatchOptimizer{C<:AbstractComponent,S} <: AbstractHydroOptimizer - component::C - solve_alg::S = Adam() - maxiters::Int = 100 - warmup::Int = 100 - adtype::AbstractADType = AutoForwardDiff() - loss_func::Function = (obs, sim) -> sum((obs .- sim) .^ 2) / length(obs) - callback_func::Function = (batch_size, loss_recorder) -> get_batch_callback_func(batch_size, loss_recorder) - objective_func::Function = get_batch_objective(component, loss_func, warmup) -end - -function get_hydro_objective(component, loss_func, warmup) - #* Constructing the objective function for optimization - function objective(x::AbstractVector{T}, p) where {T} - #* Optimization arguments: hydro component, input data, time index, ode solver, - #* tunable parameters axes and default model params - inputs, targets, configs, run_kwargs, tunable_axes, default_model_pas = p - #* Use merge_ca to replace the tunable parameters inner the model parameters - tmp_tunable_pas = ComponentArray(x, tunable_axes) - tmp_pas = update_ca(default_model_pas, tmp_tunable_pas) - loss = mean(map(eachindex(inputs, targets, configs)) do i - inp, tar, cfg = inputs[i], targets[i], configs[i] - tmp_pred = component(inp, tmp_pas; config=cfg, run_kwargs...) - tmp_loss = mean([loss_func(tar[key][warmup:end], tmp_pred[key][warmup:end]) for key in keys(tar)]) - tmp_loss - end) - loss - end - - return objective -end - -function get_batch_objective(component, loss_func, warmup) - - #* Constructing the objective function for optimization - function objective(x::AbstractVector{T}, p, input, target, config) where {T} - #* Optimization arguments: hydro component, input data, time index, ode solver, - #* tunable parameters axes and default model params - run_kwargs, tunable_axes, default_model_pas = p - #* Use merge_ca to replace the tunable parameters inner the model parameters - tmp_tunable_pas = ComponentArray(x, tunable_axes) - tmp_pas = update_ca(default_model_pas, tmp_tunable_pas) - tmp_pred = component(input, tmp_pas; config=config, run_kwargs...) - loss = mean([loss_func(target[key][warmup:end], tmp_pred[key][warmup:end]) for key in keys(target)]) - loss - end - - return objective -end - -function (opt::HydroOptimizer{C,S})( - input::Vector, - target::Vector; - tunable_pas::ComponentVector, - const_pas::ComponentVector, - config::Vector{<:NamedTuple}=fill(NamedTuple(), length(input)), - kwargs... -) where {C,S} - lb = get(kwargs, :lb, zeros(length(tunable_pas))) - ub = get(kwargs, :ub, ones(length(tunable_pas)) .* 100) - run_kwargs = get(kwargs, :run_kwargs, (convert_to_ntp=true,)) - return_loss_df = get(kwargs, :return_loss_df, false) - - loss_recorder = NamedTuple[] - callback_func = opt.callback_func(loss_recorder) - tunable_axes = getaxes(tunable_pas) - default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) - prob_args = (input, target, config, run_kwargs, tunable_axes, default_model_pas) - #* Constructing and solving optimization problems - optf = Optimization.OptimizationFunction(opt.objective_func) - optprob = Optimization.OptimizationProblem(optf, collect(tunable_pas), prob_args, lb=lb, ub=ub) - sol = Optimization.solve(optprob, opt.solve_alg, callback=callback_func, maxiters=opt.maxiters) - opt_pas = update_ca(default_model_pas, ComponentVector(sol.u, tunable_axes)) - if return_loss_df - loss_df = DataFrame(loss_recorder) - return opt_pas, loss_df - else - return opt_pas - end -end - -function (opt::GradOptimizer{C,S})( - input::Vector, - target::Vector; - tunable_pas::ComponentVector, - const_pas::ComponentVector, - config::Vector{<:NamedTuple}=fill(NamedTuple(), length(input)), - kwargs... -) where {C,S} - run_kwargs = get(kwargs, :run_kwargs, (convert_to_ntp=true,)) - return_loss_df = get(kwargs, :return_loss_df, false) - loss_recorder = NamedTuple[] - callback_func = opt.callback_func(loss_recorder) - default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) - tunable_axes = getaxes(tunable_pas) - prob_args = (input, target, config, run_kwargs, tunable_axes, default_model_pas) - #* Constructing and solving optimization problems - optf = Optimization.OptimizationFunction(opt.objective_func, opt.adtype) - optprob = Optimization.OptimizationProblem(optf, collect(tunable_pas), prob_args) - sol = Optimization.solve(optprob, opt.solve_alg, callback=callback_func, maxiters=opt.maxiters) - opt_pas = update_ca(default_model_pas, ComponentVector(sol.u, tunable_axes)) - if return_loss_df - loss_df = DataFrame(loss_recorder) - return opt_pas, loss_df - else - return opt_pas - end -end - -function (opt::BatchOptimizer{C,S})( - input::Vector, - target::Vector; - tunable_pas::ComponentVector, - const_pas::ComponentVector, - config::Vector{<:NamedTuple}=fill(NamedTuple(), length(input)), - kwargs... -) where {C,S} - loss_recorder = NamedTuple[] - callback_func = opt.callback_func(length(input), loss_recorder) - default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) - - run_kwargs = fill(get(kwargs, :run_kwargs, (convert_to_ntp=true,)), length(input)) - run_kwargs[1] = (convert_to_ntp=false, reset_states=true) - return_loss_df = get(kwargs, :return_loss_df, false) - - tunable_axes = getaxes(tunable_pas) - prob_args = (tunable_axes, default_model_pas) - - #* prepare the batch data - train_batch = [(input_i, target_i, cfg_i, run_kw_i) for (input_i, target_i, cfg_i, run_kw_i) in zip(input, target, config, run_kwargs)] - #* Construct default model parameters based on tunbale parameters and constant parameters for subsequent merging - default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) - - #* Constructing and solving optimization problems - optf = Optimization.OptimizationFunction(opt.objective_func, opt.adtype) - optprob = Optimization.OptimizationProblem(optf, collect(tunable_pas), prob_args) - sol = Optimization.solve(optprob, opt.solve_alg, ncycle(train_batch, opt.maxiters), callback=callback_func) - #* Returns the optimized model parameters - opt_pas = update_ca(default_model_pas, ComponentVector(sol.u, tunable_axes)) - if return_loss_df - loss_df = DataFrame(loss_recorder) - return opt_pas, loss_df - else - return opt_pas - end -end diff --git a/src/route.jl b/src/route.jl deleted file mode 100644 index e743321..0000000 --- a/src/route.jl +++ /dev/null @@ -1,381 +0,0 @@ -""" - HydroRoute(; rfunc::AbstractHydroFlux, rstate::Num, projfunc::AbstractHydroFlux, name::Union{Symbol,Nothing}=nothing) - -Represents a routing structure for hydrological modeling. - -# Arguments -- `rfunc::AbstractHydroFlux`: The routing function used for flow calculations. -- `rstate::Num`: The state variable for routing. -- `projfunc::AbstractHydroFlux`: Function for projecting outflow to downstream nodes. -- `name::Union{Symbol,Nothing}=nothing`: Optional name for the routing instance. If not provided, will be automatically generated. - -# Fields -- `rfunc::AbstractHydroFlux`: The routing function used for flow calculations. -- `projfunc::Function`: Function for projecting outflow to downstream nodes. -- `meta::HydroMeta`: Contains metadata about the routing instance, including input, output, state, parameter and neural network names. - -# Description -HydroRoute is a structure that represents a routing system in a hydrological model. -It uses a specified routing function (`rfunc`) to calculate flow between nodes and a -projection function (`projfunc`) to determine how water moves between connected nodes. - -The routing process involves: -1. Calculating outflow from each node using the routing function -2. Projecting outflows to downstream nodes using the projection function -3. Updating node states based on inflow, outflow and locally generated runoff - -The structure supports both traditional parameter-based routing functions and neural network -based routing functions through the AbstractHydroFlux interface. - -The metadata (`meta`) is automatically constructed from the provided functions and contains: -- Input names (excluding the routing state variable) -- Output names -- Parameter names -- State name (from `rstate`) -- Neural network names (if any) - -This structure serves as the base for more specific routing implementations like GridRoute -and VectorRoute. -""" -struct HydroRoute{F<:AbstractHydroFlux,PF<:Function,M<:HydroMeta} <: AbstractHydroRoute - "Routing function" - rfunc::F - "Outflow projection function" - projfunc::PF - "Metadata: contains keys for input, output, param, state, and nn" - meta::M - - function HydroRoute(; - rfunc::F, - rstate::Num, - projfunc::PF, - name::Union{Symbol,Nothing}=nothing, - ) where {F<:AbstractHydroFlux,PF<:Function} - #* Extract all variable names of funcs and dfuncs - input_names, output_names = get_var_names(rfunc) - state_name = Symbolics.tosymbol(rstate) - input_names = setdiff(input_names, [state_name]) - #* Extract all parameters names of funcs and dfuncs - param_names = get_param_names(rfunc) - #* Extract all neuralnetwork names of the funcs - nn_names = get_nn_names(rfunc) - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), input_names)), :_grid_route) : name - meta = HydroMeta(route_name, input_names, output_names, param_names, [state_name], nn_names) - - return new{F,PF,typeof(meta)}( - rfunc, - projfunc, - meta, - ) - end -end - -""" - GridRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - flwdir::AbstractMatrix, - positions::AbstractVector, - aggtype::Symbol=:type1, - name::Union{Symbol,Nothing}=nothing - ) - -Create a HydroRoute instance for grid-based river routing. - -# Arguments -- `rfunc::AbstractHydroFlux`: Routing function that calculates outflow from each node -- `rstate::Num`: Symbolic variable representing the routing state -- `flwdir::AbstractMatrix`: Flow direction matrix using D8 encoding (1-128) -- `positions::AbstractVector`: Vector of (row,col) positions for each node in the grid -- `aggtype::Symbol=:matrix`: Aggregation type for flow routing: - - `:matrix`: Uses graph-based adjacency matrix - - `:network`: Uses network-based adjacency matrix -- `name::Union{Symbol,Nothing}=nothing`: Optional name for the routing instance - -# Returns -`HydroRoute`: A configured routing instance for grid-based networks - -# Description -Creates a routing structure for grid-based river networks using either a matrix-based -approach (matrix) or network-based approach (network) for flow accumulation. The function -verifies that node positions match node IDs and constructs appropriate projection -functions based on the chosen aggregation type. -""" -function GridRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - flwdir::AbstractMatrix, - positions::AbstractVector, - aggtype::Symbol=:matrix, - name::Union{Symbol,Nothing}=nothing -) - if aggtype == :matrix - d8_codes = [1, 2, 4, 8, 16, 32, 64, 128] - d8_nn_pads = [(1, 1, 2, 0), (2, 0, 2, 0), (2, 0, 1, 1), (2, 0, 0, 2), (1, 1, 0, 2), (0, 2, 0, 2), (0, 2, 1, 1), (0, 2, 2, 0),] - - #* input dims: node_num * ts_len - function grid_routing(input::AbstractVector, positions::AbstractVector, flwdir::AbstractMatrix) - #* 转换为input的稀疏矩阵 - input_arr = Array(sparse([pos[1] for pos in positions], [pos[2] for pos in positions], input, size(flwdir)[1], size(flwdir)[2])) - #* 计算权重求和结果 - input_routed = sum(collect([pad_zeros(input_arr .* (flwdir .== code), arg) for (code, arg) in zip(d8_codes, d8_nn_pads)])) - #* 裁剪输入矩阵边框 - clip_arr = input_routed[2:size(input_arr)[1]+1, 2:size(input_arr)[2]+1] - #* 将输入矩阵转换为向量 - collect([clip_arr[pos[1], pos[2]] for pos in positions]) - end - #* build the outflow projection function - projfunc = (outflow) -> grid_routing(outflow, positions, flwdir) - - elseif aggtype == :network - network = build_grid_digraph(flwdir, positions) - #* build the outflow projection function - adjacency = adjacency_matrix(network)' - projfunc = (outflow) -> adjacency * outflow - else - @error "the $aggtype is not support" - end - - return HydroRoute(; rfunc, rstate, projfunc, name) -end - -""" - VectorRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - network::DiGraph, - name::Union{Symbol,Nothing}=nothing - ) - -Create a HydroRoute instance for vector-based river routing. - -# Arguments -- `rfunc::AbstractHydroFlux`: Routing function that calculates outflow from each node -- `rstate::Num`: Symbolic variable representing the routing state -- `network::DiGraph`: Directed graph representing the river network connectivity -- `name::Union{Symbol,Nothing}=nothing`: Optional name for the routing instance - -# Returns -`HydroRoute`: A configured routing instance for vector-based networks - -# Description -Creates a routing structure for vector-based river networks using a graph-based approach -for flow accumulation. The function verifies that the number of nodes matches the number -of node IDs and constructs a projection function based on the network's adjacency matrix. -The adjacency matrix is used to route flow between connected nodes in the network. -""" -function VectorRoute(; - rfunc::AbstractHydroFlux, - rstate::Num, - network::DiGraph, - name::Union{Symbol,Nothing}=nothing, -) - #* generate adjacency matrix from network - adjacency = adjacency_matrix(network)' - #* build the outflow projection function - projfunc = (outflow) -> adjacency * outflow - return HydroRoute(; rfunc, rstate, projfunc, name) -end - -function _get_parameter_extractors(route::HydroRoute, pas::ComponentVector, ptypes::AbstractVector{Symbol}) - if route.rfunc isa AbstractNeuralFlux - @assert all(nn_name in keys(pas[:nn]) for nn_name in get_nn_names(route)) "Missing required neural networks. Expected all of $(get_nn_names(ele)), but got $(keys(pas[:nn]))." - nn_params_idx = [getaxes(pas[:nn])[1][nm].idx for nm in get_nn_names(route.rfunc)] - param_func = (p) -> Ref([p[:nn][idx] for idx in nn_params_idx]) - else - for ptype in ptypes - @assert all(param_name in keys(pas[:params][ptype]) for param_name in get_param_names(route.rfunc)) "Missing required parameters. Expected all of $(get_param_names(ele)), but got $(keys(pas[:params][ptype])) at param type: $ptype." - end - rflux_params_idx = [getaxes(pas[:params][ptypes[1]])[1][nm].idx for nm in get_param_names(route.rfunc)] - param_func = (p) -> [p[:params][ptype][rflux_params_idx] for ptype in ptypes] - end - return param_func -end - -""" - (route::HydroRoute)(input::Array, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - -Run the routing model for given input and parameters. - -# Arguments -- `input`: Input data array with dimensions (variables × nodes × time) -- `pas`: ComponentVector containing parameters, initial states and neural network parameters (if applicable) -- `config`: Configuration options including: - - `ptypes`: Parameter types to use for each node (default: all parameter types) - - `interp`: Interpolation method for input data (default: LinearInterpolation) - - `solver`: AbstractHydroSolver to use for ODE solving (default: ODESolver()) - - `timeidx`: Vector of time indices (default: 1:size(input,3)) - -# Returns -Array with dimensions (states+outputs × nodes × time) containing: -- Routing states for each node over time -- Routed outflow for each node over time - -# Description -This function executes the routing model by: -1. Validating input dimensions and parameter/state configurations -2. Setting up interpolation and solver configurations -3. Building parameter functions for either neural network or regular routing -4. Solving the routing equations using the specified solver -5. Computing outflows based on states and parameters - -The routing can use either neural network based routing functions (AbstractNeuralFlux) or -regular routing functions, with parameters extracted accordingly. -""" -function (route::HydroRoute{F,PF,M})( - input::AbstractArray{T,3}, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) where {F<:AbstractHydroFlux,PF<:Function,M<:HydroMeta,T<:Number} - #* get the parameter types and state types - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - stypes = get(config, :stypes, collect(keys(pas[:initstates]))) - #* get the interpolation type and solver type - interp = get(config, :interp, LinearInterpolation) - solver = get(config, :solver, ODESolver()) - #* get the time index - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - #* get the solver - solver = get(config, :solver, ODESolver()) - - #* check the length of ptypes - @assert(length(ptypes) == size(input, 2), - "The length of ptypes must match the number of nodes ($(size(input,2))), but got $(length(ptypes)) ptypes") - @assert(all(stype in keys(pas[:initstates]) for stype in stypes), - "Invalid HRU names. All names must be one of $(keys(pas[:initstates])), but got $(stypes)") - - #* Extract the idx range of each variable in params, this extraction method is significantly more efficient than extracting by name - param_func = _get_parameter_extractors(route, pas, ptypes) - #* Interpolate the input data. Since ordinary differential calculation is required, the data input must be continuous, - #* so an interpolation function can be constructed to apply to each time point. - itp_funcs = interp.(eachslice(input[1, :, :], dims=1), Ref(timeidx), extrapolate=true) - #* prepare the initial states matrix (dims: state_num * node_num) - init_states_mat = reduce(hcat, [collect(pas[:initstates][stype][get_state_names(route)]) for stype in stypes])' - - function du_func(u, p, t) - q_gen = [itp_func(t) for itp_func in itp_funcs] - q_out_vec = route.rfunc.func.(eachslice(hcat(q_gen, u), dims=1), param_func(p), Ref(t)) - q_out = reduce(vcat, q_out_vec) - q_in = route.projfunc(q_out) - q_in .+ q_gen .- q_out - end - - #* solve the problem - sol_arr = solver(du_func, pas, init_states_mat, timeidx, convert_to_array=true) - sol_arr_permuted = permutedims(sol_arr, (2, 1, 3)) - cont_arr = cat(input, sol_arr_permuted, dims=1) - output_vec = [route.rfunc.func.(eachslice(cont_arr[:, :, i], dims=2), param_func(pas), timeidx[i]) for i in 1:size(input)[3]] - out_arr = reduce(hcat, reduce.(vcat, output_vec)) - #* return route_states and q_out - return cat(sol_arr_permuted, reshape(out_arr, 1, size(out_arr)...), dims=1) -end - -function (route::HydroRoute)(input::Vector{<:NamedTuple}, pas::ComponentVector; config::NamedTuple=NamedTuple(), kwargs...) - for i in eachindex(input) - @assert all(input_name in keys(input[i]) for input_name in get_input_names(route)) "Missing required inputs. Expected all of $(get_input_names(route)), but got $(keys(input[i])) at $i input." - end - input_mats = [reduce(hcat, collect(input[i][k] for k in get_input_names(route))) for i in eachindex(input)] - input_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), input_mats) - route(input_arr, pas; config=config, kwargs...) -end - - -""" - RapidRoute<: AbstractRoute - -A structure representing a vector-based routing scheme for hydrological modeling. - -# Fields -- `rfunc::AbstractVector{<:AbstractRouteFlux}`: Vector of routing flux functions for each node. -- `network::DiGraph`: A directed graph representing the routing network topology. -- `infos::NamedTuple`: Contains information about the VectorRoute instance, including input, output, state, and parameter names. - -# Constructor - RapidRoute( - name::Symbol; - rfunc::AbstractRouteFlux, - network::DiGraph - ) - -Constructs a `RapidRoute` object with the given name, routing flux function, and network structure. - -# Arguments -- `name::Symbol`: A symbol representing the name of the routing scheme. -- `rfunc::AbstractRouteFlux`: The routing flux function to be applied at each node. -- `network::DiGraph`: A directed graph representing the routing network topology. - -The constructor extracts variable names, parameter names, and neural network names from the provided -routing flux function to set up the internal information structure of the `RapidRoute` object. - -Note: from Rapid -""" -struct RapidRoute <: AbstractRapidRoute - "Routing adjacency matrix" - adjacency::AbstractMatrix - "Metadata: contains keys for input, output, param, state, and nn" - meta::HydroMeta - - function RapidRoute( - fluxes::Pair{Vector{Num},Vector{Num}}; - network::DiGraph, - name::Union{Symbol,Nothing}=nothing, - ) - #* Extract all variable names of funcs and dfuncs - inputs, outputs = fluxes[1], fluxes[2] - @assert length(inputs) == length(outputs) == 1 "The length of inputs and outputs must be the 1, but got inputs: $(length(inputs)) and outputs: $(length(outputs))" - input_names = Symbolics.tosymbol.(inputs) - output_names = Symbolics.tosymbol.(outputs) - #* Extract all parameters names of funcs and dfuncs - param_names = [:rapid_k, :rapid_x] - #* Setup the name information of the hydrobucket - route_name = name === nothing ? Symbol(Symbol(reduce((x, y) -> Symbol(x, y), input_names)), :_vector_route) : name - meta = HydroMeta(route_name, input_names, output_names, param_names, Symbol[], Symbol[]) - #* generate adjacency matrix from network - adjacency = adjacency_matrix(network)' - return new( - adjacency, - meta, - ) - end -end - -function (route::RapidRoute)( - input::Array, - pas::ComponentVector; - config::NamedTuple=NamedTuple(), - kwargs... -) - ptypes = get(config, :ptypes, collect(keys(pas[:params]))) - interp = get(config, :interp, LinearInterpolation) - timeidx = get(config, :timeidx, collect(1:size(input, 3))) - delta_t = get(config, :delta_t, 1.0) - solver = get(config, :solver, DiscreteSolver()) - - @assert all(ptype in keys(pas[:params]) for ptype in ptypes) "Missing required parameters. Expected all of $(keys(pas[:params])), but got $(ptypes)." - - #* var num * node num * ts len - itp_funcs = interp.(eachslice(input[1, :, :], dims=1), Ref(timeidx), extrapolate=true) - - #* prepare the parameters for the routing function - k_ps = [pas[:params][ptype][:k] for ptype in ptypes] - x_ps = [pas[:params][ptype][:x] for ptype in ptypes] - c0 = @. ((delta_t / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c1 = @. ((delta_t / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - c2 = @. ((2 * (1 - x_ps)) - (delta_t / k_ps)) / ((2 * (1 - x_ps)) + (delta_t / k_ps)) - A = (p) -> Matrix(I, size(route.adjacency)...) .- diagm(p.c0) * route.adjacency - - function du_func(u, p, t) - q_out_t1 = u - q_gen = [itp_func(t) for itp_func in itp_funcs] - #* Ax = b, x is the q_out(t+1) - rflux_b = p.c0 .* q_gen .+ p.c1 .* (route.adjacency * q_out_t1 .+ q_gen) .+ p.c2 .* q_out_t1 - #* solve the linear equation (simple solve by matrix inversion) - A(p) \ (rflux_b .- A(p) * u) - end - - #* solve the ode - sol_arr = solver(du_func, ComponentVector(c0=c0, c1=c1, c2=c2), zeros(size(input)[2]), timeidx, convert_to_array=true) - return reshape(sol_arr, 1, size(sol_arr)...) -end \ No newline at end of file diff --git a/src/solver.jl b/src/solver.jl deleted file mode 100644 index 58731bb..0000000 --- a/src/solver.jl +++ /dev/null @@ -1,121 +0,0 @@ -""" -A custom ODEProblem solver -""" -@kwdef struct ODESolver <: AbstractHydroSolver - alg = Tsit5() - sensealg = InterpolatingAdjoint() - reltol = 1e-3 - abstol = 1e-3 - saveat = 1.0 -end - -function (solver::ODESolver)( - du_func::Function, - pas::ComponentVector, - initstates::AbstractArray, - timeidx::AbstractVector; - convert_to_array::Bool=true -) - ode_func! = (du, u, p, t) -> (du[:] = du_func(u, p, t)) - - #* build problem - prob = ODEProblem(ode_func!, initstates, (timeidx[1], timeidx[end]), pas) - #* solve problem - sol = solve( - prob, solver.alg, saveat=timeidx, - reltol=solver.reltol, abstol=solver.abstol, - sensealg=solver.sensealg - ) - if convert_to_array - if SciMLBase.successful_retcode(sol) - sol_arr = Array(sol) - else - @warn "ODE solver failed, please check the parameters and initial states, or the solver settings" - sol_arr = zeros(size(initstates)..., length(timeidx)) - end - return sol_arr - else - return sol - end -end - -""" -A custom ODEProblem solver -""" -@kwdef struct DiscreteSolver <: AbstractHydroSolver - alg = FunctionMap{true}() - sensealg = InterpolatingAdjoint() -end - -function (solver::DiscreteSolver)( - du_func::Function, - params::ComponentVector, - initstates::AbstractArray, - timeidx::AbstractVector; - convert_to_array::Bool=true -) - ode_func! = (du, u, p, t) -> (du[:] = du_func(u, p, t)) - #* build problem - prob = DiscreteProblem(ode_func!, initstates, (timeidx[1], timeidx[end]), params) - #* solve problem - sol = solve(prob, solver.alg, saveat=timeidx, sensealg=solver.sensealg) - if convert_to_array - if SciMLBase.successful_retcode(sol) - sol_arr = Array(sol) - else - @warn "ODE solver failed, please check the parameters and initial states, or the solver settings" - sol_arr = zeros(size(initstates)..., length(timeidx)) - end - return sol_arr - else - return sol - end -end - -""" - ManualSolver{mutable} <: AbstractHydroSolver - -A custom manual solver for solving ODE problems. - -The `mutable` type parameter is used to indicate whether the solver uses mutable arrays (true) or immutable arrays (false). - -The manual solver is a simple and lightweight solver that uses a loop to iterate over the time steps and update the state variables. It is suitable for small to medium-sized problems. - -Note that setting `mutable=true` can result in a 30% performance improvement compared to `mutable=false`, since it avoids the overhead of creating new arrays at each time step. - -However, it also means that the solver will modify the input arrays in-place, which may not be desirable in some cases. -""" -struct ManualSolver{mutable} <: AbstractHydroSolver end - -function (solver::ManualSolver{true})( - du_func::Function, - pas::ComponentVector, - initstates::AbstractArray, - timeidx::AbstractVector -) - T1 = promote_type(eltype(pas), eltype(initstates)) - states_results = zeros(T1, size(initstates)..., length(timeidx)) - tmp_initstates = copy(initstates) - for (i, t) in enumerate(timeidx) - tmp_du = du_func(tmp_initstates, pas, t) - tmp_initstates = tmp_initstates .+ tmp_du - states_results[:, i] = tmp_initstates - end - states_results -end - -function (solver::ManualSolver{false})( - du_func::Function, - pas::ComponentVector, - initstates::AbstractArray, - timeidx::AbstractVector -) - states_results = [] - tmp_initstates = copy(initstates) - for t in timeidx - tmp_du = du_func(tmp_initstates, pas, t) - tmp_initstates = tmp_initstates .+ tmp_du - states_results = vcat(states_results, tmp_initstates) - end - reduce((m1, m2) -> cat(m1, m2, dims=length(size(initstates))+1), states_results) -end diff --git a/src/uh.jl b/src/uh.jl deleted file mode 100644 index d773b2b..0000000 --- a/src/uh.jl +++ /dev/null @@ -1,215 +0,0 @@ -""" - UHFunction{uhtype} <: Function - -Represents a unit hydrograph function for routing water through a hydrological system. - -# Fields -- `uhtype::Symbol`: A symbol indicating the type of unit hydrograph function. Currently, only `:UH_1_HALF` and `:UH_2_FULL` are supported. - -# Methods -- `(uh::UHFunction{uhtype})(t, lag)`: Computes the unit hydrograph value at time `t` given the lag time `lag`. -- `get_uh_tmax(uh::UHFunction{uhtype}, lag)`: Returns the maximum time required for computing the unit hydrograph with the given lag time `lag`. - -""" -struct UHFunction{uhtype} - function UHFunction(uhtype::Symbol) - return new{uhtype}() - end -end - -function (uh::UHFunction{:UH_1_HALF})(t, lag) - if t - lag > 0 - typeof(lag)(1) - else - (t / lag)^2.5 - end -end - -get_uh_tmax(::UHFunction{:UH_1_HALF}, lag) = ceil(lag) - -function (uh::UHFunction{:UH_2_FULL})(t, lag) - if t - lag * 2 > 0 - typeof(lag)(1) - elseif t - lag > 0 - (1 - 0.5 * abs(2 - t / lag)^2.5) - else - (0.5 * abs(t / lag)^2.5) - end -end - -get_uh_tmax(::UHFunction{:UH_2_FULL}, lag) = 2 * ceil(lag) - - -""" - UnitHydrograph{solvetype} <: AbstractRouteFlux - -Represents a unit hydrograph model for routing water through a hydrological system. - -# Fields -- `inputs::Vector{Num}`: A vector of input variables (Num). -- `outputs::Vector{Num}`: A vector of output variables (Num). -- `params::Vector{Num}`: A vector of parameter variables (Num). -- `uhfunc::Function`: The unit hydrograph function. -- `meta::HydroMeta`: A named tuple containing information about inputs, outputs, parameters, and states. - -# Constructor - UnitHydrograph(input::Num, param::Num, uhfunc::Function; solvetype::Symbol=:unithydro1) - -# Arguments -- `input::Num`: The input variable. -- `param::Num`: The parameter variable. -- `uhfunc::Function`: The unit hydrograph function. -- `solvetype::Symbol`: The solver type (default is `:unithydro1`). - -# Description -UnitHydrograph represents a unit hydrograph flux model for routing water through a hydrological system. -It uses a unit hydrograph function to transform input flows into routed output flows. - -The structure supports different solving methods, specified by the `solvetype` parameter. -Currently, it implements two solver types: -- `:unithydro1`: Uses a discrete problem approach to calculate the routed flow. -- `:unithydro2`: Uses a sparse matrix approach for more efficient computation, especially for longer time series. -The choice of solver type can affect both the performance and memory usage of the model. - -This flux model is particularly useful in hydrological modeling for representing the -temporal distribution of runoff as it moves through a watershed. It can account for the -lag and attenuation of flow as water travels through the system. - -The `uhfunc` field holds the unit hydrograph function, which typically takes a parameter -(like time) and returns weights that describe how an input is distributed over time in the output. - -When called, the UnitHydrograph object applies the unit hydrograph to the input flow series, -effectively convolving the input with the unit hydrograph to produce the routed output flow. - -This structure is designed to be flexible and can be integrated into larger hydrological models -to represent various routing processes in different parts of a water system. - -""" -struct UnitHydrograph{T<:Num,UF<:UHFunction,M<:HydroMeta,ST} <: AbstractHydrograph - "A vector of input variables (Num)" - inputs::Vector{T} - "A vector of output variables (Num)" - outputs::Vector{T} - "A vector of parameter variables (Num)" - params::Vector{T} - "The unit hydrograph function" - uhfunc::UF - "A named tuple containing information about inputs, outputs, parameters, and states" - meta::M - - function UnitHydrograph( - input::T, - output::T, - param::T; - uhfunc::UF, - solvetype::Symbol=:DISCRETE, - ) where {T<:Num,UF<:UHFunction} - output_name = Symbolics.tosymbol(output, escape=false) - @assert solvetype in [:DISCRETE, :SPARSE, :INTEGRAL] "solvetype must be one of [:DISCRETE, :SPARSE, :INTEGRAL]" - #* Setup the name information of the hydroroutement - meta = HydroMeta(inputs=[input], outputs=[output], params=[param], name=Symbol(output_name, :_uh)) - - return new{T,UF,typeof(meta),solvetype}([input], [output], [param], uhfunc, meta) - end -end - -""" - (flux::UnitHydrograph)(input::Union{Vector,Matrix,Array}, pas::ComponentVector; ptypes::AbstractVector{Symbol}=Symbol[], kwargs...) - -Apply the unit hydrograph flux model to input data of various dimensions. - -# Arguments -- `input`: Input data, which can be: - - `Vector`: A vector of input values for a single time step (not supported, will throw an error). - - `Matrix`: A matrix of input values, where each column represents a different time step. - - `Array`: A array of input values, with dimensions (var_names, node_names, ts_len). -- `pas::ComponentVector`: A component vector containing parameter values. -- `ptypes::AbstractVector{Symbol}`: A vector of symbols representing parameter categories (only used for `Array` input). -- `kwargs...`: Additional keyword arguments (unused in this function), provided for compatibility with the component callable function API. - -# Returns -- For matrix input: A matrix where each column is the result of applying the unit hydrograph to the corresponding input column. -- For array input: A array of routed outputs, with dimensions (output_var_names, node_names, ts_len). - -# Notes -- The behavior differs based on the `solvetype` specified during the `UnitHydrograph` construction: - - `:unithydro1` uses a discrete problem solver approach. - - `:unithydro2` uses a sparse matrix convolution approach. -- Vector input is not supported and will throw an error. -""" - -(::UnitHydrograph)(::AbstractVector, ::ComponentVector; kwargs...) = @error "UnitHydrograph is not support for single timepoint" - -function (flux::UnitHydrograph{<:Any,<:Any,<:Any,:DISCRETE})(input::AbstractArray{T,2}, pas::ComponentVector; kwargs...) where {T} - solver = get(kwargs, :solver, DiscreteSolver()) - timeidx = get(kwargs, :timeidx, collect(1:size(input, 2))) - input_vec = input[1, :] - #* convert the lagflux to a discrete problem - lag_du_func(u,p,t) = input_vec[Int(t)] .* p[:weight] .+ [diff(u); -u[end]] - #* prepare the initial states - lag = pas[:params][get_param_names(flux)[1]] - uh_weight = map(t -> flux.uhfunc(t, lag), 1:get_uh_tmax(flux.uhfunc, lag))[1:end-1] - if length(uh_weight) == 0 - @warn "The unit hydrograph weight is empty, please check the unit hydrograph function" - return input - else - initstates = input_vec[1] .* uh_weight ./ sum(uh_weight) - #* solve the problem - sol = solver(lag_du_func, ComponentVector(weight=uh_weight ./ sum(uh_weight)), initstates, timeidx) - reshape(sol[1, :], 1, length(input_vec)) - end -end - -function (flux::UnitHydrograph{<:Any,<:Any,<:Any,:SPARSE})(input::AbstractArray{T,2}, pas::ComponentVector; kwargs...) where {T} - input_vec = input[1, :] - lag = pas[:params][get_param_names(flux)[1]] - uh_weight = map(t -> flux.uhfunc(t, lag), 1:get_uh_tmax(flux.uhfunc, lag))[1:end-1] - - if length(uh_weight) == 0 - @warn "The unit hydrograph weight is empty, please check the unit hydrograph function" - return input - else - #* the weight of the unit hydrograph is normalized by the sum of the weights - uh_result = [-(i - 1) => uh_wi .* input_vec ./ sum(uh_weight) for (i, uh_wi) in enumerate(uh_weight)] - #* construct the sparse matrix - uh_sparse_matrix = spdiagm(uh_result...) - #* sum the matrix - sum_route = sum(uh_sparse_matrix, dims=2)[1:end-length(uh_weight)+1] - reshape(sum_route, 1, length(input_vec)) - end -end - -# todo: 卷积计算的结果与前两个计算结果不太一致 -function (flux::UnitHydrograph{<:Any,<:Any,<:Any,:INTEGRAL})(input::AbstractArray{T,2}, pas::ComponentVector; kwargs...) where {T} - input_vec = input[1, :] - itp_method = get(kwargs, :interp, LinearInterpolation) - itp = itp_method(input_vec, collect(1:length(input_vec)), extrapolate=true) - #* construct the unit hydrograph function based on the interpolation method and parameter - lag = pas[:params][get_param_names(flux)[1]] - tmax = get_uh_tmax(flux.uhfunc, lag) - uh_sum = solve(IntegralProblem(flux.uhfunc, (0, tmax), lag), QuadGKJL()).u - uh_itg_func = (x, p) -> flux.uhfunc(x, lag) * itp(p - x) / uh_sum - #* solve the integral problem - prob = IntegralProblem(uh_itg_func, (0, tmax), 1.0) - routed_result = map(1:length(input_vec)) do t - prob = remake(prob, p=t) - sol = solve(prob, QuadGKJL()) - sol.u - end - reshape(routed_result, 1, length(input_vec)) -end - -function (uh::UnitHydrograph)(input::AbstractArray{T,3}, pas::ComponentVector; kwargs...) where {T} - #* array dims: (variable dim, num of node, sequence length) - #* Extract the initial state of the parameters and routement in the pas variable - ptypes = get(kwargs, :ptypes, collect(keys(pas[:params]))) - pytype_params = [pas[:params][ptype] for ptype in ptypes] - - sols = map(eachindex(ptypes)) do (idx) - tmp_pas = ComponentVector(params=pytype_params[idx]) - node_sols = reduce(hcat, uh(input[:, idx, :], tmp_pas)) - node_sols - end - sol_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), sols) - return permutedims(sol_arr, (1, 3, 2)) -end \ No newline at end of file diff --git a/src/utils/attr.jl b/src/utils/attr.jl deleted file mode 100644 index 8a90921..0000000 --- a/src/utils/attr.jl +++ /dev/null @@ -1,48 +0,0 @@ -#* get variables for element -get_input_vars(flux::AbstractFlux) = flux.inputs - -get_output_vars(flux::AbstractFlux) = flux.outputs -get_output_vars(::AbstractStateFlux) = Num[] - -get_state_vars(::AbstractFlux) = Num[] -get_state_vars(flux::AbstractStateFlux) = [flux.state] - -get_param_vars(flux::AbstractFlux) = flux.params -get_param_vars(::AbstractNeuralFlux) = Num[] - -get_nnparam_vars(::AbstractFlux) = Symbolics.Arr[] -get_nnparam_vars(flux::AbstractNeuralFlux) = [flux.nnparam] - -get_all_vars(flux::AbstractFlux) = reduce(union, [get_input_vars(flux), get_output_vars(flux), get_state_vars(flux)]) - -get_exprs(flux::AbstractFlux) = flux.exprs -get_exprs(flux::AbstractStateFlux) = [flux.expr] -get_exprs(flux::AbstractNeuralFlux) = [flux.expr] - -#* used for getting element attr -get_ode_func(::AbstractElement) = nothing -get_ode_func(buc::AbstractBucket) = buc.ode_func - -""" -获取demo输入数据 -""" -get_demo_pas(flux::AbstractFlux) = ComponentVector( - params=NamedTuple{Tuple(flux.infos[:param])}(ones(length(flux.infos[:param]))), - initstates=NamedTuple{Tuple(flux.infos[:state])}(ones(length(flux.infos[:state]))), -) - -get_demo_pas(flux::AbstractNeuralFlux) = ComponentVector( - nn=NamedTuple{Tuple(flux.infos[:nn])}(zeros(flux.nnios[:paramlen])) -) - -get_demo_pas(bucket::AbstractBucket) = ComponentVector( - params=NamedTuple{Tuple(bucket.infos[:param])}(ones(length(flux.infos[:param]))), - initstates=NamedTuple{Tuple(bucket.infos[:state])}(ones(length(bucket.infos[:state]))), - nn=NamedTuple{Tuple(bucket.infos[:nn])}([zeros(flux.nnios[:paramlen]) for flux in bucket.fluxes if flux isa AbstractNeuralFlux]), -) - -get_demo_pas(route::AbstractRoute) = ComponentVector( - params=NamedTuple{Tuple(route.infos[:param])}(ones(length(route.infos[:param]))), - initstates=NamedTuple{Tuple(route.infos[:state])}(ones(length(route.infos[:state]))), - nn=NamedTuple{Tuple(route.infos[:nn])}([zeros(flux.nnios[:paramlen]) for flux in route.fluxes if flux isa AbstractNeuralFlux]), -) \ No newline at end of file diff --git a/src/utils/build.jl b/src/utils/build.jl deleted file mode 100644 index a88a852..0000000 --- a/src/utils/build.jl +++ /dev/null @@ -1,128 +0,0 @@ -function build_flux_func( - inputs::Vector{Num}, - outputs::Vector{Num}, - params::Vector{Num}, - exprs::Vector{Num}, -) - assign_list = Assignment.(outputs, exprs) - outputs_arr = MakeArray(outputs, Vector) - func_args = [ - #* argument 1: Function calculation parameters - DestructuredArgs(inputs), - #* argument 2: Function neuralnetwork parameters - DestructuredArgs(params), - #* argument 3: Function time variable - DestructuredArgs(t) - ] - call_func = @RuntimeGeneratedFunction( - toexpr(Func(func_args, [], Let(assign_list, outputs_arr, false))) - ) - call_func -end - -function build_rflux_func( - input::Num, - states::Vector{Num}, - outputs::Vector{Num}, - params::Vector{Num}, - exprs::Vector{Num}, -) - assign_list = Assignment.(outputs, exprs) - outputs_arr = MakeArray(outputs, Vector) - func_args = [ - DestructuredArgs([input]), - #* argument 1: Function calculation parameters - DestructuredArgs([states]), - #* argument 2: Function neuralnetwork parameters - DestructuredArgs([params]), - #* argument 3: Function time variable - DestructuredArgs(t) - ] - call_func = @RuntimeGeneratedFunction( - toexpr(Func(func_args, [], Let(assign_list, outputs_arr, false))) - ) - call_func -end - -#* 构建bucket的函数 -function build_ele_func( - funcs::Vector{<:AbstractFlux}, - dfuncs::Vector{<:AbstractStateFlux}, - meta::HydroMeta -) - #* prepare variables namedtuple - funcs_vars = reduce(union, get_all_vars.(vcat(funcs, dfuncs))) - funcs_vars_names = Symbolics.tosymbol.(funcs_vars, escape=false) - funcs_vars_ntp = NamedTuple{Tuple(funcs_vars_names)}(funcs_vars) - #* prepare variables for function building - funcs_inputs = collect(funcs_vars_ntp[meta.inputs]) - funcs_states = collect(funcs_vars_ntp[meta.states]) - funcs_params = reduce(union, get_param_vars.(funcs)) - funcs_nns = reduce(union, get_nnparam_vars.(funcs)) - - #* Call the method in SymbolicUtils.jl to build the Flux Function - assign_list = Assignment[] - #* get all output flux - output_list = Num[] - - for func in funcs - if func isa AbstractNeuralFlux - #* For NeuralFlux, use nn_input to match the input variable - push!(assign_list, Assignment(func.nninfos[:inputs], MakeArray(func.inputs, Vector))) - #* For NeuralFlux, use nn_output to match the calculation result of nn expr - push!(assign_list, Assignment(func.nninfos[:outputs], get_exprs(func)[1])) - #* According to the output variable name, match each index of nn_output - for (idx, output) in enumerate(get_output_vars(func)) - push!(assign_list, Assignment(output, func.nninfos[:outputs][idx])) - push!(output_list, output) - end - else - #* According to the output variable name, match each result of the flux exprs - for (output, expr) in zip(get_output_vars(func), get_exprs(func)) - push!(assign_list, Assignment(output, expr)) - push!(output_list, output) - end - end - end - #* convert flux output to array - flux_output_array = MakeArray(output_list, Vector) - - #* Set the input argument of ODE Function - func_args = [ - #* argument 1: Function input and state variables - DestructuredArgs(vcat(funcs_inputs, funcs_states)), - #* argument 2: Function calculation parameters - DestructuredArgs(funcs_params), - #* argument 3: Function neuralnetwork parameters - DestructuredArgs(funcs_nns), - #* argument 4: current time idx for time-varying flux - DestructuredArgs(t), - ] - - #* Construct Flux Function: Func(args, kwargs, body), where body represents the matching formula between each variable and expression - merged_flux_func = @RuntimeGeneratedFunction(toexpr(Func(func_args, [], Let(assign_list, flux_output_array, false)))) - - if length(dfuncs) > 0 - #* convert diff state output to array - diffst_output_array = MakeArray(reduce(vcat, get_exprs.(dfuncs)), Vector) - #* Set the input argument of ODE Function - dfunc_args = [ - #* argument 1: Function input variables - DestructuredArgs(funcs_inputs), - #* argument 2: Function state variables - DestructuredArgs(funcs_states), - #* argument 3: Function calculation parameters - DestructuredArgs(funcs_params), - #* argument 4: Function neuralnetwork parameters - DestructuredArgs(funcs_nns), - #* argument 5: current time idx for time-varying flux - DestructuredArgs(t), - ] - merged_state_func = @RuntimeGeneratedFunction( - toexpr(Func(dfunc_args, [], Let(assign_list, diffst_output_array, false))) - ) - else - merged_state_func = nothing - end - merged_flux_func, merged_state_func -end diff --git a/src/utils/ca.jl b/src/utils/ca.jl deleted file mode 100644 index 4021392..0000000 --- a/src/utils/ca.jl +++ /dev/null @@ -1,51 +0,0 @@ -# merge ComponentArray:https://github.com/jonniedie/ComponentArrays.jl/issues/186 -#* componentarray update -function update_ca(ca::ComponentArray{T1}, ca2::ComponentArray{T2}) where {T1,T2} - ax = getaxes(ca) - ax2 = getaxes(ca2) - vks = valkeys(ax[1]) - vks2 = valkeys(ax2[1]) - _p = Vector{T2}() - for vk in vks - if length(getaxes(ca[vk])) > 0 - _p = vcat(_p, collect(update_ca(ca[vk], vk in vks2 ? getproperty(ca2, vk) : ComponentVector()))) - else - if vk in vks2 - _p = vcat(_p, ca2[vk]) - else - _p = vcat(_p, ca[vk]) - end - end - end - ComponentArray(_p, ax) -end - -#* merge componentarray -function merge_ca(ca1::ComponentVector{T1}, ca2::ComponentVector{T2}) where {T1,T2} - ax = getaxes(ca1) - ax2 = getaxes(ca2) - vks = valkeys(ax[1]) - vks2 = valkeys(ax2[1]) - idxmap = indexmap(ax[1]) - _p = Vector{promote_type(T1,T2)}() - sizehint!(_p, length(ca1)+length(ca2)) - for vk in vks - if vk in vks2 - _p = vcat(_p, ca2[vk]) - else - _p = vcat(_p, ca1[vk]) - end - end - new_idxmap = Vector{Pair{Symbol, Int64}}([]) - sizehint!(new_idxmap, length(ca2)) - max_val = maximum(idxmap) - for vk in vks2 - if !(vk in vks) - _p = vcat(_p, ca2[vk]) - new_idxmap = vcat(new_idxmap, [getval(vk)=>max_val+1]) - max_val += 1 - end - end - merged_ax = Axis(merge(idxmap, new_idxmap)) - ComponentArray(_p, merged_ax) -end \ No newline at end of file diff --git a/src/utils/callback.jl b/src/utils/callback.jl deleted file mode 100644 index 1f2b009..0000000 --- a/src/utils/callback.jl +++ /dev/null @@ -1,67 +0,0 @@ -function get_callback_func(progress, recorder) - default_callback_func!(state, l) = begin - # println() - # println((iter=state.iter, loss=l)) - push!(recorder, (iter=state.iter, loss=l, time=now(), params=state.u)) - next!(progress) - false - end - return default_callback_func! -end - -function get_batch_callback_func(batch_size, recorder) - cumsum_loss = 0.0 - loss_list = [] - progress = Progress(batch_size, desc="Train Epoch 1...") - loss_num = 0 - batch_callback_func!(state, l) = begin - if state.iter % batch_size != 0 - cumsum_loss = cumsum_loss + l - loss_num += 1 - push!(loss_list, l) - next!(progress) - elseif state.iter % batch_size == 0 - cumsum_loss = cumsum_loss + l - loss_num += 1 - push!(loss_list, l) - mean_loss = cumsum_loss / loss_num - next!(progress) - println("") - @info Symbol(:epoch_, state.iter ÷ batch_size, Symbol(", mean_loss: "), mean_loss, ", time: ", now(), loss_list) - push!(recorder, (iter=state.iter, loss=mean_loss, time=now(), params=state.u)) - progress = Progress(batch_size, desc="Train Epoch $(state.iter ÷ batch_size + 1)...") - cumsum_loss = 0.0 - loss_num = 0 - loss_list = [] - end - false - end - - return batch_callback_func! -end - -function get_batch_callback_func_with_earlystop(batch_size, recorder, val_dataset, patience, min_epoch) - cumsum_loss = 0.0 - progress = Progress(batch_size, desc="Train Epoch 1...") - batch_callback_func!(state, l) = begin - if state.iter % batch_size != 0 - cumsum_loss = cumsum_loss + l - next!(progress) - elseif state.iter % batch_size == 0 - cumsum_loss = cumsum_loss + l - mean_loss = cumsum_loss / batch_size - next!(progress) - println("") - @info Symbol(:epoch_, state.iter ÷ batch_size, Symbol(", mean_loss: "), mean_loss, ", time: ", now()) - push!(recorder, (iter=state.iter, loss=mean_loss, time=now())) - progress = Progress(batch_size, desc="Train Epoch $(state.iter ÷ batch_size + 1)...") - cumsum_loss = 0.0 - if state.iter ÷ batch_size >= min_epoch - val_loss = mean([loss_func(val_dataset[key][warmup:end], tmp_pred[key][warmup:end]) for key in keys(val_dataset)]) - end - end - false - end - - return batch_callback_func! -end \ No newline at end of file diff --git a/src/utils/macros.jl b/src/utils/macros.jl deleted file mode 100644 index a4844db..0000000 --- a/src/utils/macros.jl +++ /dev/null @@ -1,93 +0,0 @@ -using ModelingToolkit: isparameter, get_variables -using ModelingToolkit -using ModelingToolkit: Differential as D -using Symbolics -using BenchmarkTools -using Lux -using LuxCore -include("../HydroModels.jl") -HydroFlux = HydroModels.HydroFlux -NeuralFlux = HydroModels.NeuralFlux -StateFlux = HydroModels.StateFlux - -macro hydroflux(eq::Expr) - quote - # Get left and right sides of equation - lhs = $(eq.args[2]) - rhs = $(eq.args[3]) - - # Extract output variables from left side - outputs = lhs isa Vector ? lhs : [lhs] - - # Extract inputs and parameters from right side - rhs_vars = get_variables(rhs) - lhs_vars = Num.(get_variables(lhs)) - inputs = Num.(filter(x -> !isparameter(x), rhs_vars)) - params = Num.(filter(x -> isparameter(x), rhs_vars)) - - # Build the HydroFlux constructor call - - HydroFlux(inputs, outputs, params, exprs=[$(eq.args[3])]) - end -end - -function (chain::LuxCore.AbstractExplicitContainerLayer)(var::Vector{Num}) - #* assert the chain has a name - @assert chain.name isa Symbol "Neural network chain should have a name with Symbol type" - #* Get the neural network name (neural flux param name) and object - chain_name = chain.name - #* Initialize model parameter type for model parameter dimension definition - init_params = ComponentVector(Lux.initialparameters(StableRNG(42), chain)) - params_axes = getaxes(init_params) - - #* Define parameter variables according to initialization parameters: Define type as Vector{parameter length} - chain_params = first(@parameters $chain_name[1:length(init_params)] = Vector(init_params)) - #* Use Symbolics.array_term to define the slow-building parameter variables: - #* when the model is called, it is rebuilt into the ComponentVector type according to - #* the axes of `init_params` and the Vector type of the parameter as the calculation parameter input - lazy_params = Symbolics.array_term((x, axes) -> ComponentVector(x, axes), chain_params, params_axes, size=size(chain_params)) - - #* Constructing neural network input and output variables - #* The input and output of the model can only be of type Symbolics.Arr{Num, 1}, - #* so it cannot be defined based on outputs and output_vars - nn_input_name = Symbol(chain_name, :_input) - nn_input = first(@variables $(nn_input_name)[1:length(inputs)]) - - #* Constructing a calculation expression based on a neural network - flux_expr = LuxCore.stateless_apply(chain, nn_input, lazy_params) - - return (chain=chain, input=var, expr=flux_expr, params=chain_params) -end - -macro nnflux(eq::Expr) - quote - lhs = $(eq.args[2]) - chaininfo = $(eq.args[3]) - inputs = chaininfo.input isa Vector ? chaininfo.input : [chaininfo.input] - outputs = lhs isa Vector ? lhs : [lhs] - NeuralFlux(inputs, outputs, chaininfo.params, chaininfo.expr, chaininfo.chain) - end -end - -macro stateflux(eq::Expr) - quote - # Get left and right sides of equation - lhs = $(eq.args[2]) - rhs = $(eq.args[3]) - - # Extract output variables from left side - outputs = lhs isa Vector ? lhs : [lhs] - - # Extract state variables from right side - @assert length(outputs) == 1 "State flux should have only one state variable" - - # Extract inputs and parameters from right side - rhs_vars = get_variables(rhs) - lhs_vars = Num.(get_variables(lhs)) - inputs = Num.(filter(x -> !isparameter(x), rhs_vars)) - params = Num.(filter(x -> isparameter(x), rhs_vars)) - - # Build the HydroFlux constructor call - StateFlux(inputs, outputs[1], params, exprs=$(eq.args[3])) - end -end \ No newline at end of file diff --git a/src/utils/name.jl b/src/utils/name.jl deleted file mode 100644 index 99dd463..0000000 --- a/src/utils/name.jl +++ /dev/null @@ -1,157 +0,0 @@ -""" - HydroMeta - -A structure that stores metadata about hydrological components, including variable names and component information. - -# Fields -- `inputs::Vector{Symbol}`: Names of input variables -- `outputs::Vector{Symbol}`: Names of output variables -- `states::Vector{Symbol}`: Names of state variables -- `params::Vector{Symbol}`: Names of parameters -- `nns::Vector{Symbol}`: Names of neural network components -- `name::Symbol`: Component name -""" -struct HydroMeta - name::Symbol - inputs::Vector{Symbol} - outputs::Vector{Symbol} - params::Vector{Symbol} - states::Vector{Symbol} - nns::Vector{Symbol} - - function HydroMeta( - name::Symbol, input_names::Vector{Symbol}=Symbol[], output_names::Vector{Symbol}=Symbol[], - param_names::Vector{Symbol}=Symbol[], state_names::Vector{Symbol}=Symbol[], nn_names::Vector{Symbol}=Symbol[], - ) - return new(name, input_names, output_names, param_names, state_names, nn_names) - end - - function HydroMeta(; - name::Symbol, inputs::Vector{Num}=Num[], outputs::Vector{Num}=Num[], - params::Vector{Num}=Num[], states::Vector{Num}=Num[], nn_names::Vector{Symbol}=Symbol[], - ) - input_names = isempty(inputs) ? Symbol[] : tosymbol.(inputs, escape=false) - output_names = isempty(outputs) ? Symbol[] : tosymbol.(outputs, escape=false) - param_names = isempty(params) ? Symbol[] : tosymbol.(params, escape=false) - state_names = isempty(states) ? Symbol[] : tosymbol.(states, escape=false) - return new(name, input_names, output_names, param_names, state_names, nn_names) - end -end - -""" - get_input_names(comp::AbstractComponent) - get_input_names(comps::Vector{<:AbstractComponent}) - -Get the names of input variables from a component or vector of components. -Returns a vector of symbols representing input variable names. -""" -get_input_names(comp::AbstractComponent) = comp.meta.inputs -get_input_names(comps::Vector{<:AbstractComponent}) = reduce(union, get_input_names.(comps)) - -""" - get_output_names(comp::AbstractComponent) - get_output_names(comps::Vector{<:AbstractComponent}) - -Get the names of output variables from a component or vector of components. -Returns a vector of symbols representing output variable names. -""" -get_output_names(comp::AbstractComponent) = comp.meta.outputs -get_output_names(comps::Vector{<:AbstractComponent}) = reduce(union, get_output_names.(comps)) - -""" - get_state_names(comp::AbstractComponent) - get_state_names(comps::Vector{<:AbstractComponent}) - -Get the names of state variables from a component or vector of components. -Returns a vector of symbols representing state variable names. -""" -get_state_names(comp::AbstractComponent) = comp.meta.states -get_state_names(comps::Vector{<:AbstractComponent}) = reduce(union, get_state_names.(comps)) - -""" - get_param_names(comp::AbstractComponent) - get_param_names(comps::Vector{<:AbstractComponent}) - -Get the names of parameters from a component or vector of components. -Returns a vector of symbols representing parameter names. -""" -get_param_names(comp::AbstractComponent) = comp.meta.params -get_param_names(comps::Vector{<:AbstractComponent}) = reduce(union, get_param_names.(comps)) - -""" - get_nn_names(comp::AbstractComponent) - get_nn_names(comps::Vector{<:AbstractComponent}) - -Get the names of neural network components from a component or vector of components. -Returns a vector of symbols representing neural network component names. -""" -get_nn_names(comp::AbstractComponent) = comp.meta.nns -get_nn_names(comps::Vector{<:AbstractComponent}) = reduce(union, get_nn_names.(comps)) - -""" - get_var_names(comps::AbstractComponent) - -Get all variable names (inputs, outputs, and states) from a component. -Returns a tuple of three vectors: (input_names, output_names, state_names). -""" -get_var_names(comps::AbstractComponent) = get_input_names(comps), get_output_names(comps), get_state_names(comps) - -""" - get_var_names(funcs::Vector{<:AbstractHydroFlux}) - -Get all variable names from a vector of flux functions, handling dependencies between inputs and outputs. -Returns a tuple of three vectors: (input_names, output_names, state_names). -""" -function get_var_names(funcs::Vector{<:AbstractHydroFlux}) - input_names = Vector{Symbol}() - output_names = Vector{Symbol}() - for func in funcs - tmp_input_names = setdiff(get_input_names(func), output_names) - tmp_output_names = setdiff(get_output_names(func), input_names) - union!(input_names, tmp_input_names) - union!(output_names, tmp_output_names) - end - input_names, output_names -end - -""" - get_var_names(funcs::Vector{<:AbstractFlux}, dfuncs::Vector{<:AbstractStateFlux}) - -Get all variable names from vectors of flux and state flux functions, handling dependencies between inputs, outputs, and states. -Returns a tuple of three vectors: (input_names, output_names, state_names). -""" -function get_var_names(funcs::Vector{<:AbstractFlux}, dfuncs::Vector{<:AbstractFlux}) - input_names = Vector{Symbol}() - output_names = Vector{Symbol}() - state_names = get_state_names(dfuncs) - for func in vcat(funcs, dfuncs) - tmp_input_names = setdiff(setdiff(get_input_names(func), output_names), state_names) - tmp_output_names = setdiff(get_output_names(func), input_names) - union!(input_names, tmp_input_names) - union!(output_names, tmp_output_names) - end - input_names, output_names, state_names -end - -""" - get_var_names(funcs::Vector{<:AbstractComponent}) - -Get all variable names from a vector of flux functions, handling dependencies between inputs and outputs. -Returns a tuple of three vectors: (input_names, output_names, state_names). -""" -function get_var_names(components::Vector{<:AbstractComponent}) - input_names = Vector{Symbol}() - output_names = Vector{Symbol}() - state_names = Vector{Symbol}() - for comp in components - tmp_input_names = get_input_names(comp) - tmp_output_names = get_output_names(comp) - tmp_state_names = get_state_names(comp) - tmp_input_names = setdiff(tmp_input_names, output_names) - tmp_input_names = setdiff(tmp_input_names, state_names) - union!(input_names, tmp_input_names) - union!(output_names, tmp_output_names) - union!(state_names, tmp_state_names) - end - input_names, output_names, state_names -end diff --git a/src/utils/show.jl b/src/utils/show.jl deleted file mode 100644 index 7e81b18..0000000 --- a/src/utils/show.jl +++ /dev/null @@ -1,178 +0,0 @@ -function Base.show(io::IO, flux::AbstractHydroFlux) - compact = get(io, :compact, false) - - if compact - print(io, "HydroFlux(") - print(io, "inputs: ", isempty(flux.meta.input) ? "nothing" : join(flux.meta.input, ", ")) - print(io, ", outputs: ", isempty(flux.meta.output) ? "nothing" : join(flux.meta.output, ", ")) - print(io, ", params: ", isempty(flux.meta.param) ? "nothing" : join(flux.meta.param, ", ")) - print(io, ")") - else - println(io, "HydroFlux:") - println(io, " Inputs: ", isempty(flux.meta.input) ? "nothing" : join(flux.meta.input, ", ")) - println(io, " Outputs: ", isempty(flux.meta.output) ? "nothing" : join(flux.meta.output, ", ")) - println(io, " Parameters: ", isempty(flux.meta.param) ? "nothing" : join(flux.meta.param, ", ")) - println(io, " Expressions:") - for (output, expr) in zip(flux.meta.output, flux.exprs) - println(io, " $output = $expr") - end - end - -end - -function Base.show(io::IO, flux::AbstractStateFlux) - compact = get(io, :compact, false) - - if compact - print(io, "StateFlux(") - print(io, "inputs: ", isempty(flux.meta.input) ? "nothing" : join(flux.meta.input, ", ")) - print(io, ", params: ", isempty(flux.meta.param) ? "nothing" : join(flux.meta.param, ", ")) - print(io, ", states: ", isempty(flux.meta.state) ? "nothing" : join(flux.meta.state, ", ")) - print(io, ")") - else - println(io, "StateFlux:") - println(io, " Inputs: ", isempty(flux.meta.input) ? "nothing" : join(flux.meta.input, ", ")) - println(io, " Parameters: ", isempty(flux.meta.param) ? "nothing" : join(flux.meta.param, ", ")) - println(io, " States: ", isempty(flux.meta.state) ? "nothing" : join(flux.meta.state, ", ")) - println(io, " Expressions:") - println(io, " $(flux.state) = $(flux.expr)") - end -end - -function Base.show(io::IO, flux::AbstractNeuralFlux) - compact = get(io, :compact, false) - - if compact - print(io, "NeuralFlux(") - print(io, "inputs: ", isempty(flux.meta.inputs) ? "nothing" : join(flux.meta.inputs, ", ")) - print(io, ", outputs: ", isempty(flux.meta.outputs) ? "nothing" : join(flux.meta.outputs, ", ")) - print(io, ", nn: ", join(flux.meta.nns, ", ")) - print(io, ")") - else - println(io, "NeuralFlux:") - println(io, " Inputs: ", isempty(flux.meta.inputs) ? "nothing" : join(flux.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(flux.meta.outputs) ? "nothing" : join(flux.meta.outputs, ", ")) - println(io, " Neural Network: ", join(flux.meta.nns, ", ")) - println(io, " Expression:") - println(io, " [$(join(flux.meta.outputs, ", "))] = $(flux.meta.nns[1])([$(join(flux.meta.inputs, ", "))])") - end -end - -function Base.show(io::IO, uh::AbstractHydrograph) - compact = get(io, :compact, false) - if compact - print(io, "UnitHydroFlux(") - print(io, "inputs: ", isempty(uh.meta.inputs) ? "nothing" : join(uh.meta.inputs, ", ")) - print(io, ", outputs: ", isempty(uh.meta.outputs) ? "nothing" : join(uh.meta.outputs, ", ")) - print(io, ", params: ", isempty(uh.meta.params) ? "nothing" : join(uh.meta.params, ", ")) - print(io, ", uhfunc: ", nameof(typeof(uh.uhfunc).parameters[1])) - print(io, ")") - else - println(io, "UnitHydroFlux:") - println(io, " Inputs: ", isempty(uh.meta.inputs) ? "nothing" : join(uh.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(uh.meta.outputs) ? "nothing" : join(uh.meta.outputs, ", ")) - println(io, " Parameters: ", isempty(uh.meta.params) ? "nothing" : join(uh.meta.params, ", ")) - println(io, " UnitFunction: ", nameof(typeof(uh.uhfunc).parameters[1])) - println(io, " SolveType: ", nameof(typeof(uh).parameters[end])) - end -end - -function Base.show(io::IO, ele::AbstractBucket) - compact = get(io, :compact, false) - if compact - print(io, "Bucket(") - print(io, "name: ", ele.meta.name) - print(io, ", inputs: ", isempty(ele.meta.inputs) ? "nothing" : join(ele.meta.inputs, ", ")) - print(io, ", outputs: ", isempty(ele.meta.outputs) ? "nothing" : join(ele.meta.outputs, ", ")) - print(io, ", params: ", isempty(ele.meta.params) ? "nothing" : join(ele.meta.params, ", ")) - print(io, ", states: ", isempty(ele.meta.states) ? "nothing" : join(ele.meta.states, ", ")) - print(io, ", funcs: ", length(ele.funcs), ", dfuncs: ", length(ele.dfuncs)) - print(io, ")") - else - println(io, "Bucket: ", ele.meta.name) - println(io, " Inputs: ", isempty(ele.meta.inputs) ? "nothing" : join(ele.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(ele.meta.outputs) ? "nothing" : join(ele.meta.outputs, ", ")) - println(io, " Parameters: ", isempty(ele.meta.params) ? "nothing" : join(ele.meta.params, ", ")) - println(io, " States: ", isempty(ele.meta.states) ? "nothing" : join(ele.meta.states, ", ")) - println(io, " Flux functions: ", length(ele.funcs), " flux", length(ele.funcs) == 1 ? "" : "es") - println(io, " State derivative functions: ", length(ele.dfuncs), " flux", length(ele.dfuncs) == 1 ? "" : "es") - end -end - -function Base.show(io::IO, route::AbstractHydroRoute) - compact = get(io, :compact, false) - if compact - print(io, "HydroRoute(") - print(io, "name: ", route.meta.name) - print(io, ", inputs: ", isempty(route.meta.inputs) ? "nothing" : join(route.meta.inputs, ", ")) - print(io, ", outputs: ", isempty(route.meta.outputs) ? "nothing" : join(route.meta.outputs, ", ")) - print(io, ", params: ", isempty(route.meta.params) ? "nothing" : join(route.meta.params, ", ")) - print(io, ", states: ", isempty(route.meta.states) ? "nothing" : join(route.meta.states, ", ")) - print(io, ", routefunc: ", typeof(route.rfunc)) - print(io, ")") - else - println(io, "HydroRoute: ", route.meta.name) - println(io, " Inputs: ", isempty(route.meta.inputs) ? "nothing" : join(route.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(route.meta.outputs) ? "nothing" : join(route.meta.outputs, ", ")) - println(io, " Parameters: ", isempty(route.meta.params) ? "nothing" : join(route.meta.params, ", ")) - println(io, " States: ", isempty(route.meta.states) ? "nothing" : join(route.meta.states, ", ")) - println(io, " RouteFunc: ", typeof(route.rfunc)) - end -end - -function Base.show(io::IO, route::AbstractRapidRoute) - compact = get(io, :compact, false) - if compact - print(io, "RapidRoute(") - print(io, "name: ", route.meta.name) - print(io, ", inputs: ", isempty(route.meta.inputs) ? "nothing" : join(route.meta.inputs, ", ")) - print(io, ", outputs: ", isempty(route.meta.outputs) ? "nothing" : join(route.meta.outputs, ", ")) - print(io, ", params: ", isempty(route.meta.params) ? "nothing" : join(route.meta.params, ", ")) - print(io, ")") - else - println(io, "RapidRoute: ", route.meta.name) - println(io, " Inputs: ", isempty(route.meta.inputs) ? "nothing" : join(route.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(route.meta.outputs) ? "nothing" : join(route.meta.outputs, ", ")) - println(io, " Parameters: ", isempty(route.meta.params) ? "nothing" : join(route.meta.params, ", ")) - end -end - -function Base.show(io::IO, model::AbstractModel) - fluxes_in_model = filter(x -> x isa AbstractFlux, model.components) - buckets_in_model = filter(x -> x isa AbstractBucket, model.components) - routes_in_model = filter(x -> x isa AbstractRoute, model.components) - @assert(length(routes_in_model) <= 1, "Only one route is allowed in a model") - model_type = :LumpedModel - if length(routes_in_model) == 1 - if routes_in_model[1] isa AbstractGridRoute - model_type = :GridModel - elseif routes_in_model[1] isa AbstractVectorRoute - model_type = :VectorModel - elseif routes_in_model[1] isa AbstractSumRoute - model_type = :MultiNodesModel - else - @error "Unknown route type: $(typeof(routes_in_model[1]))" - end - end - - compact = get(io, :compact, false) - if compact - print(io, "HydroModel(") - print(io, "name: ", model.meta.name) - print(io, ", type: ", model_type) - print(io, ", components: ", length(model.components)) - print(io, ")") - else - println(io, "HydroModel: ", model.meta.name) - println(io, " Type: ", model_type) - println(io, " Components: ", join(map(c -> c.meta.name, model.components), ", ")) - println(io, " Inputs: ", isempty(model.meta.inputs) ? "nothing" : join(model.meta.inputs, ", ")) - println(io, " Outputs: ", isempty(model.meta.outputs) ? "nothing" : join(model.meta.outputs, ", ")) - println(io, " Parameters: ", isempty(model.meta.params) ? "nothing" : join(model.meta.params, ", ")) - println(io, " States: ", isempty(model.meta.states) ? "nothing" : join(model.meta.states, ", ")) - println(io, " Components:") - println(io, " Fluxes: ", length(fluxes_in_model), " flux", length(fluxes_in_model) == 1 ? "" : "es") - println(io, " Buckets: ", length(buckets_in_model), " bucket", length(buckets_in_model) == 1 ? "" : "s") - println(io, " Route: ", isempty(routes_in_model) ? "nothing" : typeof(routes_in_model[1])) - end -end \ No newline at end of file diff --git a/src/utils/sort.jl b/src/utils/sort.jl deleted file mode 100644 index c7830d8..0000000 --- a/src/utils/sort.jl +++ /dev/null @@ -1,78 +0,0 @@ - -""" -Construct calculation graphs based on all common hydrological fluxes in hydrological components -""" -function sort_fluxes(fluxes::AbstractVector{<:AbstractComponent}) - input_names = reduce(union, get_input_names.(fluxes)) - output_names = reduce(union, get_output_names.(fluxes)) - input_names = setdiff(input_names, output_names) - output_names = setdiff(output_names, input_names) - - #* 构建flux输出名称与实例的namedtuple - fluxes_ntp = reduce(merge, map(fluxes) do flux - tmp_output_names = get_output_names(flux) - NamedTuple{Tuple(tmp_output_names)}(repeat([flux], length(tmp_output_names))) - end) - - #* 构建flux的有向计算图 - var_names = vcat(input_names, output_names) - var_names_ntp = NamedTuple{Tuple(var_names)}(1:length(var_names)) - digraph = SimpleDiGraph(length(var_names)) - for flux in fluxes - tmp_input_names, tmp_output_names = get_input_names(flux), get_output_names(flux) - for ipnm in tmp_input_names - for opnm in tmp_output_names - println((ipnm => opnm)) - add_edge!(digraph, var_names_ntp[ipnm], var_names_ntp[opnm]) - end - end - end - #* 根据有向图排序得到fluxes的计算顺序 - sorted_fluxes = AbstractComponent[] - for idx in topological_sort(digraph) - tmp_var_nm = var_names[idx] - if (tmp_var_nm in output_names) - tmp_flux = fluxes_ntp[tmp_var_nm] - if !(tmp_flux in sorted_fluxes) - push!(sorted_fluxes, tmp_flux) - end - end - end - sorted_fluxes -end - -""" -Construct a calculation graph based on all hydrological components in the hydrological unit -""" -function sort_components(components::AbstractVector{<:AbstractComponent}) - input_names, output_names, state_names = get_var_names(components) - components_ntp = reduce(merge, map(components) do component - tmp_input_names, tmp_output_names, tmp_state_names = get_var_names(component) - println((tmp_input_names, tmp_output_names, tmp_state_names)) - tmp_output_state_names = vcat(tmp_output_names, tmp_state_names) - NamedTuple{Tuple(tmp_output_state_names)}(repeat([component], length(tmp_output_state_names))) - end) - var_names = reduce(union, [input_names, output_names, state_names]) - var_names_ntp = namedtuple(var_names, collect(1:length(var_names))) - digraph = SimpleDiGraph(length(var_names)) - for component in components - tmp_input_names, tmp_output_names, tmp_state_names = get_var_names(component) - tmp_output_names = vcat(tmp_output_names, tmp_state_names) - for ipnm in tmp_input_names - for opnm in tmp_output_names - add_edge!(digraph, var_names_ntp[ipnm], var_names_ntp[opnm]) - end - end - end - sorted_components = AbstractComponent[] - for idx in topological_sort(digraph) - tmp_var_nm = var_names[idx] - if (tmp_var_nm in output_names) - tmp_component = components_ntp[tmp_var_nm] - if !(tmp_component in sorted_components) - push!(sorted_components, tmp_component) - end - end - end - sorted_components -end diff --git a/src/wrapper.jl b/src/wrapper.jl deleted file mode 100644 index d78f593..0000000 --- a/src/wrapper.jl +++ /dev/null @@ -1,295 +0,0 @@ -""" - RecordComponentState <: AbstractHydroWrapper - -A wrapper component that records the state values of a hydrological component during simulation. - -# Fields -- `component::AbstractComponent`: The wrapped hydrological component -- `states::ComponentVector`: Current state values of the component -- `meta::HydroMeta`: Metadata about the component - -# Constructors - RecordComponentState(component::AbstractComponent, initstates::Union{Nothing,ComponentVector}=nothing) - -# Description -`RecordComponentState` wraps a hydrological component and tracks its state values during simulation. -It updates and stores the latest state values after each simulation step. - -The wrapper requires that the wrapped component has state variables. If no initial states are provided, -it will use default states from the component. - -When called, it: -1. Updates the input parameters with current state values -2. Runs the wrapped component simulation -3. Extracts and stores the final state values -4. Returns the original component output - -The state values can be accessed through the `states` field at any time. -""" -struct RecordComponentState{C<:AbstractComponent,T<:Number,M<:HydroMeta} <: AbstractHydroWrapper - component::C - states::ComponentVector{T} - meta::M - - function RecordComponentState(component::C, initstates::Union{Nothing,ComponentVector}=nothing) where {C<:AbstractComponent} - @assert length(get_state_names(component)) != 0 "Component $component must have state flux" - initstates = isnothing(initstates) ? get_default_states(component) : initstates - new{C,eltype(initstates),typeof(component.meta)}(component, initstates, component.meta) - end -end - -function (wrapper::RecordComponentState{C,T,M})(input::Any, pas::ComponentVector; kwargs...) where {C,T,M} - reset_state = get(kwargs, :reset_state, false) - if reset_state - wrapper.states = pas[:initstates] - end - pas_replace_states = update_ca(pas, ComponentVector(initstates=wrapper.states)) - output = wrapper.component(input, pas_replace_states; kwargs...) - state_names = get_state_names(wrapper.component) - if get(kwargs, :convert_to_ntp, false) - component_nodes = get_node_names(wrapper.component) - if isnothing(component_nodes) - states_ca = ComponentVector(NamedTuple{Tuple(state_names)}([output[nm][end] for nm in state_names])) - else - states_ca = ComponentVector(NamedTuple{Tuple(component_nodes)}(map(component_nodes) do node - NamedTuple{Tuple(state_names)}([output[node][nm][end] for nm in state_names]) - end)) - end - else - if output isa AbstractArray{<:Number,2} - var_names = wrapper.component.varnames - state_indices = map(state_names) do sname - findfirst(vname -> vname == sname, var_names) - end - latest_states = output[state_indices, end] - states_ca = ComponentVector(NamedTuple{Tuple(state_names)}(latest_states)) - elseif output isa AbstractArray{<:Number,3} - latest_states = output[state_indices, :, end] - component_nodes = get_node_names(wrapper.component) - states_ca = ComponentVector(NamedTuple{Tuple(component_nodes)}(map(component_nodes) do node - NamedTuple{Tuple(state_names)}(latest_states[:, node]) - end - )) - end - end - @reset wrapper.states = states_ca - return output -end - -""" - EstimateComponentParams <: AbstractHydroWrapper - -A wrapper component that estimates parameters for a hydrological component during simulation. - -# Fields -- `component::AbstractComponent`: The wrapped hydrological component -- `estfuncs::AbstractVector{<:AbstractHydroFlux}`: Vector of estimation functions -- `ptypes::AbstractVector{Symbol}`: Parameter types to be estimated -- `meta::HydroMeta`: Metadata about the component - -# Constructors - EstimateComponentParams(component::AbstractComponent, estfuncs::AbstractVector{<:AbstractHydroFlux}, ptypes::AbstractVector{Symbol}=Symbol[]) - -# Description -`EstimateComponentParams` wraps a hydrological component and dynamically estimates its parameters -using provided estimation functions during simulation. - -The wrapper requires at least one estimation function. Each estimation function should implement: -- `get_input_names`: Returns required input variable names -- `get_param_names`: Returns parameter names it can estimate -- `get_var_names`: Returns both input and output variable names - -When called, it: -1. Applies each estimation function to calculate parameters -2. Updates the parameter set with estimated values -3. Runs the wrapped component with updated parameters -4. Returns the component output - -The estimation process uses the parameter types specified in `ptypes` to organize -and update the correct parameter groups in the component. -""" -struct EstimateComponentParams{C<:AbstractComponent,E<:AbstractHydroFlux,P<:Union{AbstractVector{Symbol},Nothing},M<:HydroMeta} <: AbstractHydroWrapper - component::C - estfuncs::AbstractVector{E} - pkeys::P - meta::M - - function EstimateComponentParams( - component::C, estfuncs::AbstractVector{E}, pkeys::P=nothing - ) where {C<:AbstractComponent,E<:AbstractHydroFlux,P<:Union{AbstractVector{Symbol},Nothing}} - @assert length(estfuncs) != 0 "At least one estimation function is required" - comp_meta = component.meta - est_input_names, est_output_names = get_var_names(estfuncs) - est_param_names = reduce(union, get_param_names.(estfuncs)) - # todo: due to ComponentVector merging limitations, arbitrary values still need to be provided for estimated parameters - # new_param_names = setdiff(union(comp_meta.params, est_input_names, est_param_names), est_output_names) - new_param_names = union(comp_meta.params, est_input_names, est_param_names) - new_meta = HydroMeta(comp_meta.name, comp_meta.inputs, comp_meta.outputs, new_param_names, comp_meta.states, comp_meta.nns) - return new{C,E,P,typeof(new_meta)}(component, estfuncs, pkeys, new_meta) - end -end - -function (wrapper::EstimateComponentParams{C,E,P,M})(input::Any, pas::ComponentVector; kwargs...) where {C,E,P<:Nothing,M} - est_params_ntp = reduce(merge, map(wrapper.estfuncs) do estfunc - tmp_input = collect(pas[:params][get_input_names(estfunc)]) - tmp_pas = collect(pas[:params][get_param_names(estfunc)]) - NamedTuple{Tuple(get_output_names(estfunc))}(estfunc(tmp_input, pas)) - end) - new_pas = update_ca(pas, ComponentVector(params=est_params_ntp)) - output = wrapper.component(input, new_pas; kwargs...) - return output -end - -function (wrapper::EstimateComponentParams{C,E,P,M})(input::Any, pas::ComponentVector; kwargs...) where {C,E,P<:AbstractVector{Symbol},M} - est_config = (ptypes=wrapper.pkeys,) - est_params_mat = reduce(vcat, map(wrapper.estfuncs) do estfunc - tmp_input_mat = reduce(vcat, map(wrapper.pkeys) do pkey - tmp_input_vec = collect([pas[:params][pkey][nm] for nm in get_input_names(estfunc)]) - reshape(tmp_input_vec, 1, length(tmp_input_vec)) - end) - tmp_input_arr = permutedims(reshape(tmp_input_mat, 1, size(tmp_input_mat)...), (3, 2, 1)) - tmp_output_mat = estfunc(tmp_input_arr, pas, config=est_config)[:, :, 1] - tmp_output_mat - end) - est_param_names = reduce(union, get_output_names.(wrapper.estfuncs)) - est_params_ntp = NamedTuple{Tuple(wrapper.pkeys)}([NamedTuple{Tuple(est_param_names)}(est_params_mat[:, i]) for i in eachindex(wrapper.pkeys)]) - new_pas = update_ca(pas, ComponentVector(params=est_params_ntp)) - output = wrapper.component(input, new_pas; kwargs...) - return output -end - -""" - ComputeComponentOutlet <: AbstractHydroWrapper - -A wrapper component that computes the outlet values of a hydrological component during simulation. - -# Fields -- `component::AbstractComponent`: The wrapped hydrological component -- `outlet::Symbol`: The name of the outlet node to compute values for -- `meta::HydroMeta`: Metadata about the component - -# Constructors - ComputeComponentOutlet(component::AbstractComponent, outlet::Symbol, meta::HydroMeta) - -# Description -`ComputeComponentOutlet` wraps a hydrological component and extracts the values at a specific outlet node -during simulation. - -The wrapper requires that the outlet name exists in the component's node names. When called, it: -1. Runs the wrapped component simulation -2. Extracts the values at the specified outlet node -3. Returns just the outlet values, either as a named tuple or array depending on configuration - -This is useful for focusing analysis on a particular outlet point in a hydrological network. -""" -struct ComputeComponentOutlet{C<:AbstractComponent,M<:HydroMeta} <: AbstractHydroWrapper - component::C - outlet::Symbol - meta::M - - function ComputeComponentOutlet(component::C, outlet::S) where {C<:AbstractComponent,S<:Symbol} - @assert outlet in component.hrunames "Outlet $outlet is not a valid output name for component $component" - new{C,typeof(meta)}(component, outlet, meta) - end -end - -function (wrapper::ComputeComponentOutlet)(input::AbstractVector{<:NamedTuple}, pas::ComponentVector; kwargs...) - convert_to_ntp = get(kwargs, :convert_to_ntp, true) - @assert wrapper.outlet in wrapper.component.varnames "Outlet $wrapper.outlet is not a valid output name for component $wrapper.component" - outlet_idx = findfirst(nm -> nm == wrapper.outlet, wrapper.component.varnames) - output = wrapper.component(input, pas; kwargs...) - return convert_to_ntp ? output[outlet_idx] : output[:, outlet_idx, :] -end - -""" - ComputeComponentOutlet <: AbstractHydroWrapper - -A wrapper component that computes the outlet values of a hydrological component during simulation. - -# Fields -- `component::AbstractComponent`: The wrapped hydrological component -- `outlet::Symbol`: The name of the outlet node to compute values for -- `meta::HydroMeta`: Metadata about the component - -# Constructor - ComputeComponentOutlet(component::AbstractComponent, outlet::Symbol) - -# Description -`ComputeComponentOutlet` wraps a hydrological component and extracts the values at a specific outlet node -during simulation. - -The wrapper requires that the outlet name exists in the component's node names. When called, it: -1. Runs the wrapped component simulation -2. Extracts the values at the specified outlet node -3. Returns just the outlet values, either as a named tuple or array depending on configuration - -This is useful for focusing analysis on a particular outlet point in a hydrological network. -""" -struct WeightSumComponentOutlet{C<:AbstractComponent,M<:HydroMeta,T<:Number} <: AbstractHydroWrapper - component::C - vars::AbstractVector{T} - meta::M - weight_names::Symbol - - function WeightSumComponentOutlet(component::C, vars::AbstractVector{T}; weight_names::Symbol=:weight) where {C<:AbstractComponent,T<:Num} - new_params = vcat(component.meta.param_names, [weight_names]) - var_names = Symbolics.tosymbol.(vars) - new_meta = HydroMeta(component.meta.name, component.meta.input_names, new_params, var_names, component.meta.state_names, component.meta.nn_names) - new{C,typeof(meta),T}(component, vars, new_meta, weight_names) - end -end - -function (wrapper::WeightSumComponentOutlet)(input::Union{AbstractArray{T,3},AbstractVector{<:NamedTuple}}, pas::ComponentVector; kwargs...) where {T} - convert_to_ntp = get(kwargs, :convert_to_ntp, true) - output = wrapper.component(input, pas; kwargs...) - var_names = Symbolics.tosymbol.(wrapper.vars) - weight_vec = [pas[:params][ptype][wrapper.weight_names] for ptype in wrapper.ptypes] - if convert_to_ntp - var_vec = map(var_names) do var_nm - sum(reduce(hcat, [out[var_nm] .* weight_vec[i] for (i, out) in enumerate(weight_vec)])) - end - return NamedTuple{Tuple(var_names)}(var_vec) - else - var_idx = [findfirst(nm -> nm == var_nm, wrapper.component.varnames) for var_nm in var_names] - var_vec = map(var_idx) do idx - sum([output[idx, i, :] .* weight_vec[i] for i in eachindex(weight_vec)]) - end - return reduce(hcat, var_vec) - end -end - -struct NeuralWrapper{N,F,M} <: AbstractNeuralWrapper - model::N - func::F - meta::M - - function NeuralWrapper(fluxes::Pair, model::N; name::Union{Nothing,Symbol}=nothing, rng::R=StableRNG(42)) where {N,R} - #* assert the chain has a name - # @assert model.name isa Symbol "Neural network chain should have a name with Symbol type" - #* extract the parameter and state - ps, st = Lux.setup(rng, model) - ps_axes = getaxes(ComponentVector(ps)) - nn_func(x, p) = LuxCore.apply(model, x, ComponentVector(p, ps_axes), st)[1] - wrapper_name = name === nothing ? Symbol(model.name, :_wrapper) : name - meta = HydroMeta(name=wrapper_name, inputs=fluxes.first, outputs=fluxes.second) # , nn_names=[model.name] - new{N,typeof(nn_func),typeof(meta)}(model, nn_func, meta) - end -end - -function (wrapper::NeuralWrapper)(input::Array{T,2}, pas::ComponentVector; kwargs...) where {T} - nn_ps = pas[:nn][wrapper.meta.name] - output = wrapper.func(input, nn_ps) - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - return convert_to_ntp ? NamedTuple{Tuple(get_output_names(wrapper))}(eachslice(output, dims=1)) : output -end - -function (wrapper::NeuralWrapper)(input::Array{T,3}, pas::ComponentVector; kwargs...) where {T} - nn_ps = pas[:nn][wrapper.meta.name] - output = wrapper.func.(eachslice(input, dims=2), Ref(nn_ps)) - convert_to_ntp = get(kwargs, :convert_to_ntp, false) - if convert_to_ntp - return [NamedTuple{Tuple(get_output_names(wrapper))}(eachslice(output[:, i, :], dims=1)) for i in axes(output, 2)] - else - return output - end -end \ No newline at end of file diff --git a/temp/build_statefunc.jl b/temp/build_statefunc.jl new file mode 100644 index 0000000..3057653 --- /dev/null +++ b/temp/build_statefunc.jl @@ -0,0 +1,94 @@ +function build_state_funcv1( + funcs::Vector{<:AbstractFlux}, + dfunc::AbstractStateFlux, + input_names::Vector{Symbol}, +) + fluxes_vars_ntp = reduce(merge, [merge(func.input_info, func.output_info) for func in vcat(funcs, [dfunc])]) + funcs_params_ntp = reduce(merge, [func.param_info for func in vcat(funcs, [dfunc])]) + #* 构建state计算的函数并将所有中间状态替换 + substitute_vars_dict = Dict() + for var_nm in keys(fluxes_vars_ntp) + for func in funcs + tmp_output_names = get_output_names(func) + for j in eachindex(tmp_output_names) + if var_nm == tmp_output_names[j] + substitute_vars_dict[fluxes_vars_ntp[var_nm]] = func.flux_exprs[j] + end + end + end + end + state_expr_sub = dfunc.state_expr + for _ in 1:length(substitute_vars_dict) + state_expr_sub = substitute(state_expr_sub, substitute_vars_dict) + end + state_func = build_function(state_expr_sub, collect(fluxes_vars_ntp[input_names]), collect(funcs_params_ntp), expression=Val{false}) + state_func +end + + +function build_state_funcv2( + funcs::Vector{<:AbstractFlux}, + dfunc::AbstractStateFlux, + input_names::Vector{Symbol}, +) + fluxes_vars_ntp = reduce(merge, [merge(func.input_info, func.output_info) for func in vcat(funcs, [dfunc])]) + funcs_params_ntp = reduce(merge, [func.param_info for func in vcat(funcs, [dfunc])]) + + assign_list = Assignment[] + for func in funcs + if func isa AbstractNeuralFlux + push!(assign_list, Assignment(func.nn_info[:input], MakeArray(collect(func.input_info), Vector))) + push!(assign_list, Assignment(func.nn_info[:output], func.flux_expr)) + for (idx, output) in enumerate(collect(func.output_info)) + push!(assign_list, Assignment(output, func.nn_info[:output][idx])) + end + else + for (output, expr) in zip(collect(func.output_info), func.flux_exprs) + push!(assign_list, Assignment(output, expr)) + end + end + end + + func_args = [ + DestructuredArgs(collect(fluxes_vars_ntp[input_names])), + DestructuredArgs(collect(funcs_params_ntp)), + DestructuredArgs([func.nn_info[:chain_ptype] for func in funcs if func isa AbstractNeuralFlux]) + ] + + merged_state_func = @RuntimeGeneratedFunction( + toexpr(Func(func_args, [], Let(assign_list, dfunc.state_expr, false))) + ) + merged_state_func +end + + +function build_state_funcv3( + funcs::Vector{<:AbstractFlux}, + dfunc::AbstractStateFlux, + input_names::Vector{Symbol}, +) + total_param_names = keys(reduce(hcat, [func.param_info for func in vcat(funcs, dfunc)])) + state_input_names = keys(dfunc.input_info) + state_param_names = keys(dfunc.param_info) + + func_input_names = [get_input_names(func) for func in funcs] + func_output_names = [get_output_names(func) for func in funcs] + func_param_names = [get_param_names(func) for func in funcs] + + flux_exprs = [ + :(($(output_name...),) = $flux([$(input_name...),], [$(param_name...)])) + for (input_name, output_name, param_name, flux) in zip(func_input_names, func_output_names, func_param_names, funcs) + ] + + state_func = build_function(dfunc.state_expr, collect(dfunc.input_info), collect(dfunc.param_info), expression=Val{true}) + + state_func_expr = :((i, p) -> begin + ($(input_names...),) = i + ($(total_param_names...),) = p + $(flux_exprs...) + return $(state_func)([$(state_input_names...)], [$(state_param_names...)]) + end) + + merged_state_func = @RuntimeGeneratedFunction(state_func_expr) + merged_state_func +end \ No newline at end of file diff --git a/temp/estimator.jl b/temp/estimator.jl new file mode 100644 index 0000000..df3969b --- /dev/null +++ b/temp/estimator.jl @@ -0,0 +1,57 @@ +""" +# 参数估计的输入类型是比较多样的,包括单节点输入,时段输入 +# 这个类的面向的问题在于: +# 1. 初始状态的确定,一般来说在参数优化中可能会考虑初始状态的影响, +# 但是比如土壤初始含水量的估计是与其最大含水量挂钩的,所以一般来说是用初始百分比来确定的,这时候就需要estimator设置一个百分比的参数 +# 2. 然后就是一些参数的确定,比如马斯京根算法k,这些是可以直接根据河道长度推算的,所以可以采用estimator设置输入参数为河长,依次估计k +# 3. 还有一些参数的估计是根据数据确定的,比如说前期降雨序列,通过这个输入到神经网络中可以估计初始土壤含水 + +# 总之这个estimator是为了避免在原模型上大幅度魔改,使其有规范性,且降低修改门槛,灵活性也更强 +# estimator的实质是将计算结果替换参数或状态,而其余类型都是计算结果给出新的变量 +""" +struct HydroEstimator <: AbstractEstimator + "用于预测的方法，一般来说一个Flux就够了" + eflux::AbstractFlux + "待用于预测的params" + params::Vector{Num} + "输出的参数尺度" + initstates::Vector{Num} + "MetaData" + meta::HydroMeta + + function HydroEstimator(eflux::AbstractFlux, output_axes, data_stats::Function) + #* Extract all variable names of funcs and dfuncs + input_names, output_names, state_names = get_var_names(eflux) + #* Extract all parameters names of funcs and dfuncs + param_names = get_param_names(eflux) + #* Extract all neuralnetwork names of the funcs + nn_names = get_nn_names(eflux) + #* Setup the name information of the hydrobucket + meta = HydroMeta(name=name, input=input_names, output=output_names, state=state_names, param=param_names, nn=nn_names) + + return new(eflux, params, meta) + end +end + +function (est::HydroEstimator)(input::Matrix, params::ComponentVector, timeidx::Vector{<:Number}) + #* 处理input数据 + stats_input = est.data_stats(input, dims=2) + #* 计算参数 + predict_params = est.eflux(stats_input, params, timeidx) + @assert length(predict_params) == length(typeof(est.output_axes).parameters) "predict_params length must be equal to output_axes length" + #* 构建ComponentVector + return ComponentVector(predict_params, est.output_axes) +end + +function (est::HydroEstimator)(input::Array, params::ComponentVector, timeidx::Vector{<:Number}) + #* 处理input数据 + stats_input = est.data_stats(input, dims=3) + #* 计算参数 + predict_params_vec = est.eflux.(eachslice(stats_input, dims=2), Ref(params), Ref(timeidx)) + params_ca_vec = [ComponentVector(predict_params, est.output_axes) for predict_params in predict_params_vec] + #! 这一块,根据输入数据的维度,会生成针对多个node的参数值,这里的node的key很有可能是跟ptypes不匹配的, + #! 也就是说不同组的参数可能会分在不同组的ptypes下这个时候应该如何处理？ + #* 构建ComponentVector + return params_ca_vec +end + diff --git a/temp/graph.jl b/temp/graph.jl new file mode 100644 index 0000000..d78bc44 --- /dev/null +++ b/temp/graph.jl @@ -0,0 +1,129 @@ + + +""" +32 64 128 +16 1 +8 4 2 +""" +d8_codes = [1, 2, 4, 8, 16, 32, 64, 128] +d8_nn_pads = [(1, 1, 2, 0), (2, 0, 2, 0), (2, 0, 1, 1), (2, 0, 0, 2), (1, 1, 0, 2), (0, 2, 0, 2), (0, 2, 1, 1), (0, 2, 2, 0),] + + +#! nodeinfo: node_id => row_idx, col_idx +function cal_grid_sort(nodeinfo::NamedTuple, flwacc::AbstractMatrix) + #* 先转换为vec类型 + acc_num = reduce(*, size(flwacc)) + flwacc_vec = vec(reshape(flwacc, 1, acc_num)) + sortperm_vec = sortperm(flwacc_vec) + #* 按大小计算顺序 + flwacc_sortidx = similar(sortperm_vec) + for i in 1:length(flwacc_sortidx) + flwacc_sortidx[sortperm_vec[i]] = i + end + #* 生成每个节点的计算顺序 + sortidx_mat = reshape(flwacc_sortidx, size(flwacc)...) + #* 节点与之对应计算次序的namedtuple + node_pairs = map(zip(keys(nodeinfo), collect(nodeinfo))) do (k, v) + k => sortidx_mat[v...] + end + #* 根据计算次序对ntp重新排序 + NamedTuple(sort(node_pairs, by=x -> x[2])) +end + +function cal_grid_relation(nodeinfo::NamedTuple, flwdir::AbstractMatrix; return_graph=false) + #* d8的一些基础信息 + d8_direction = [32, 64, 128, 16, 1, 8, 4, 2] + d8_moveidx = [(-1, -1), (-1, 0), (-1, 1), (0, -1), (0, 1), (1, -1), (1, 0), (1, 1)] + d8_dict = Dict([dir => midx for (dir, midx) in zip(d8_direction, d8_moveidx)]) + + flwdir_size = size(flwdir) + di_graph = SimpleDiGraph(length(nodeinfo)) + node_dir_vec = collect(nodeinfo) + position_dict = Dict([v => i for (i, v) in enumerate(node_dir_vec)]) + #* 根据flwdir构建graphs + for row_idx in 1:size(flwdir)[1] + for col_idx in 1:size(flwdir)[2] + if !(flwdir[row_idx, col_idx] in d8_direction) + continue + end + move_idx_ = d8_dict[flwdir[row_idx, col_idx]] + target_row_idx, target_col_idx = row_idx + move_idx_[1], col_idx + move_idx_[2] + if (target_row_idx < 1) | (target_row_idx > flwdir_size[1]) + continue + end + if (target_col_idx < 1) | (target_col_idx > flwdir_size[2]) + continue + end + add_edge!(di_graph, position_dict[(row_idx, col_idx)], position_dict[(target_row_idx, target_col_idx)]) + end + end + + if return_graph + di_graph + else + #* 获取graph所有点 + all_vertices = Graphs.vertices(di_graph) + #* 获取每个点的matidx和其对应的输入点的mat idx + inflow_relation = NamedTuple(map(all_vertices) do vertice + keys(nodeinfo)[vertice] => [keys(nodeinfo)[up_vert] for up_vert in Graphs.inneighbors(di_graph, vertice)] + end) + inflow_relation + end +end + +function build_grid_graph(nodeinfo::NamedTuple, flwdir::AbstractMatrix) + d8_direction = [32, 64, 128, 16, 1, 8, 4, 2] + d8_moveidx = [(-1, -1), (-1, 0), (-1, 1), (0, -1), (0, 1), (1, -1), (1, 0), (1, 1)] + d8_dict = Dict([dir => midx for (dir, midx) in zip(d8_direction, d8_moveidx)]) + + flwdir_size = size(flwdir) + di_graph = SimpleDiGraph(length(nodeinfo)) + node_dir_vec = collect(nodeinfo) + position_dict = Dict([v => i for (i, v) in enumerate(node_dir_vec)]) + #* 根据flwdir构建graphs + for row_idx in 1:size(flwdir)[1] + for col_idx in 1:size(flwdir)[2] + if !(flwdir[row_idx, col_idx] in d8_direction) + continue + end + move_idx_ = d8_dict[flwdir[row_idx, col_idx]] + target_row_idx, target_col_idx = row_idx + move_idx_[1], col_idx + move_idx_[2] + if (target_row_idx < 1) | (target_row_idx > flwdir_size[1]) + continue + end + if (target_col_idx < 1) | (target_col_idx > flwdir_size[2]) + continue + end + add_edge!(di_graph, position_dict[(row_idx, col_idx)], position_dict[(target_row_idx, target_col_idx)]) + end + end + di_graph +end + +function get_route_len(graph::Graphs.DiGraph, target::Int) + route_len_dict = Dict() + for vt in Graphs.vertices(di_graph) + route_len_dict[vt] = length(Graphs.a_star(graph, vt, target)) + end + route_len_dict +end + + +function grid_routing(flow::AbstractMatrix, flwdir::AbstractMatrix) + flow_routed = sum(collect([pad_zeros(flow .* (flwdir .== code), arg) + for (code, arg) in zip(d8_codes, d8_nn_pads)])) + + flow_routed[2:size(flow)[1]+1, 2:size(flow)[2]+1] +end + +function grid_routingv2(flow::AbstractMatrix, flwdir::AbstractMatrix) + flow_routed = sum(collect([pad(flow .* (flwdir .== code), eltype(flow)(0.0), arg1, arg2) + for (code, arg1, arg2) in zip(d8_codes, d8_pads_args1, d8_pads_args2)])) + + flow_routed[2:size(flow)[1]+1, 2:size(flow)[2]+1] +end + +function matrix_idx(arr_size::Tuple, idx::Tuple) + n = arr_size[2] + (idx[1] - 1) * n + idx[2] +end diff --git a/temp/muskingum_disc.jl b/temp/muskingum_disc.jl new file mode 100644 index 0000000..ae7188c --- /dev/null +++ b/temp/muskingum_disc.jl @@ -0,0 +1,76 @@ +function MuskingumRouteFlux( + input::Num, + output::Union{Num,Nothing}=nothing, +) + @parameters k, x, dt + + if isnothing(output) + input_name = Symbolics.tosymbol(input, escape=false) + output_name = Symbol(input_name, :_routed) + output = first(@variables $output_name) + end + + return VectorRouteFlux( + input, + [k, x, dt], + routetype=:muskingum, + output=output + ) +end + +function (flux::VectorRouteFlux{:muskingum})(input::AbstractMatrix, pas::ComponentVector; kwargs::NamedTuple=NamedTuple()) + input_len = size(input)[2] + input_vec = input[1, :] + params = pas[:params] + + k, x, dt = params.k, params.x, params.dt + c0 = ((dt / k) - (2 * x)) / ((2 * (1 - x)) + (dt / k)) + c1 = ((dt / k) + (2 * x)) / ((2 * (1 - x)) + (dt / k)) + c2 = ((2 * (1 - x)) - (dt / k)) / ((2 * (1 - x)) + (dt / k)) + + function msk_prob(u, p, t) + q_in, q_out = u[1], u[2] + c0, c1, c2 = p + new_q = (c0 * input_vec[Int(t)]) + (c1 * q_in) + (c2 * q_out) + [input_vec[Int(t)], new_q] + end + + prob = DiscreteProblem(msk_prob, [input_vec[1], input_vec[1]], (1, input_len), ComponentVector(c0=c0, c1=c1, c2=c2)) + sol = solve(prob, FunctionMap()) + Array(sol[2,:]) +end + +function get_rflux_initstates(::VectorRouteFlux{:muskingum}; pas::ComponentVector, ptypes::AbstractVector{Symbol}) + [pas[:initstates][ptype][:s_river] for ptype in ptypes] +end + +function get_rflux_func(::VectorRouteFlux{:muskingum}; pas::ComponentVector, ptypes::AbstractVector{Symbol}) + function cal_q_out!(du, q_out, q_in, q_gen, p) + k_ps = [p[ptype][:k] for ptype in ptypes] + x_ps = [p[ptype][:x] for ptype in ptypes] + dt_ps = [p[ptype][:dt] for ptype in ptypes] + + c0_ps = @. ((dt_ps / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps)) + c1_ps = @. ((dt_ps / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps)) + c2_ps = @. ((2 * (1 - x_ps)) - (dt_ps / k_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps)) + + new_q_out = @.((c0_ps * q_in) + (c1_ps * q_in[Int(t)-1]) + (c2_ps * (q_out + q_gen))) + du[:flux_states] = new_q_out + new_q_out + end + + function cal_q_out(q_out, q_in, q_gen, p) + k_ps = [p[ptype][:k] for ptype in ptypes] + x_ps = [p[ptype][:x] for ptype in ptypes] + dt_ps = [p[ptype][:dt] for ptype in ptypes] + + c0_ps = @.(((dt_ps / k_ps) - (2 * x_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps))) + c1_ps = @.(((dt_ps / k_ps) + (2 * x_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps))) + c2_ps = @.(((2 * (1 - x_ps)) - (dt_ps / k_ps)) / ((2 * (1 - x_ps)) + (dt_ps / k_ps))) + + new_q_out = @.((c0_ps * q_in) + (c1_ps * q_in[Int(t)-1]) + (c2_ps * (q_out + q_gen))) + new_q_out + end + + return cal_q_out!, cal_q_out +end diff --git a/temp/optimize.jl b/temp/optimize.jl new file mode 100644 index 0000000..d4d034f --- /dev/null +++ b/temp/optimize.jl @@ -0,0 +1,89 @@ + +function param_batch_optim( + component::AbstractComponent; + tunable_pas::ComponentVector, + const_pas::ComponentVector, + input::Vector, + target::Vector, + config::Vector{<:NamedTuple}=[NamedTuple()], + run_kwargs::NamedTuple=(convert_to_ntp=true,), + opt_kwargs..., +) + #* Get the argument for parameter optimization + loss_func = get(opt_kwargs, :loss_func, (obs, sim) -> sum((obs .- sim) .^ 2) / length(obs)) + adtype = get(opt_kwargs, :adtype, Optimization.AutoZygote()) + maxiters = get(opt_kwargs, :maxiters, 100) + warmup = get(opt_kwargs, :warmup, 100) + solve_alg = get(opt_kwargs, :solve_alg, Adam()) + + #* prepare the batch data + train_batch = [(input_i, target_i, cfg_i) for (input_i, target_i, cfg_i) in zip(input, target, config)] + + #* Construct default model parameters based on tunbale parameters and constant parameters for subsequent merging + default_model_pas = ComponentArray(merge_recursive(NamedTuple(tunable_pas), NamedTuple(const_pas))) + + #* Constructing the objective function for optimization + function objective(x::AbstractVector{T}, p, batch_input, batch_target, batch_cfg) where {T} + #* Optimization arguments: hydro component, input data, time index, ode solver, + #* tunable parameters axes and default model params + #* Use merge_ca to replace the tunable parameters inner the model parameters + _component, __default_model_pas = p + tmp_pas = update_ca(__default_model_pas, x) + tmp_pred = _component(batch_input, tmp_pas; config=batch_cfg, run_kwargs...) + loss = mean([loss_func(batch_target[key][warmup:end], tmp_pred[key][warmup:end]) for key in keys(batch_target)]) + loss + end + + # todo 添加earlystop功能 + # if all([k in keys(opt_kwargs) for k in [:val_input, :val_target, :val_timeidx]]) + # #* validation arguments + # patience = get(opt_kwargs, :patience, 10) + # min_epoch = get(opt_kwargs, :min_epoch, 5) + # val_input = get(opt_kwargs, :val_input, input) + # val_target = get(opt_kwargs, :val_target, target) + # val_timeidx = get(opt_kwargs, :val_timeidx, timeidx) + # val_dataset = [val_input, val_target, val_timeidx] + # loss_recorder = NamedTuple[] + # callback_func = get(opt_kwargs, :callback_func, get_batch_callback_func_with_earlystop(length(input), loss_recorder, val_dataset, patience, min_epoch)) + loss_recorder = NamedTuple[] + callback_func = get(opt_kwargs, :callback_func, get_batch_callback_func(length(input), loss_recorder)) + + #* Constructing and solving optimization problems + optf = Optimization.OptimizationFunction(objective, adtype) + optprob = Optimization.OptimizationProblem(optf, tunable_pas, (component, default_model_pas)) + sol = Optimization.solve(optprob, solve_alg, ncycle(train_batch, maxiters), callback=callback_func) + #* Returns the optimized model parameters + sol.u +end + +function nn_param_optim( + flux::AbstractNeuralFlux; + input::AbstractMatrix, + target::NamedTuple, + init_params::ComponentVector, + kwargs... +) + #* Get the argument for parameter optimization + solve_alg = get(kwargs, :solve_alg, Adam(0.01)) + adtype = get(kwargs, :adtype, Optimization.AutoZygote()) + maxiters = get(kwargs, :maxiters, 100) + loss_func = get(kwargs, :loss_func, (obs, sim) -> sum((obs .- sim) .^ 2) / length(obs)) + callback_func = get(kwargs, :callback_func, default_callback_func) + + #* Integrate nn's input variables + flux_nn_name = get_param_names(flux)[1] + flux_output_name = get_output_names(flux) + + #* Constructing the objective function for optimization + function objective(u, p) + predict = flux(input, [u[flux_nn_name]]) + predict_ntp = NamedTuple{Tuple(flux_output_name)}(eachcol(predict)) + mean([loss_func(predict_ntp[nm], target[nm]) for nm in keys(target)]) + end + + #* Constructing and solving optimization problems + optf = Optimization.OptimizationFunction(objective, adtype) + optprob = Optimization.OptimizationProblem(optf, init_params) + sol = Optimization.solve(optprob, solve_alg, callback=callback_func, maxiters=maxiters) + sol.u +end \ No newline at end of file diff --git a/temp/test_lag_ele.jl b/temp/test_lag_ele.jl new file mode 100644 index 0000000..a886503 --- /dev/null +++ b/temp/test_lag_ele.jl @@ -0,0 +1,23 @@ +include("../src/HydroModels.jl") +using ModelingToolkit: @variables, @parameters +using ComponentArrays + +@variables slowflow fastflow slowflow_lag fastflow_lag +@parameters x1 x2 + +lag_funcs = [ + LumpedHydro.LagFlux(slowflow => slowflow_lag, x1, LumpedHydro.uh_3_half), + LumpedHydro.LagFlux(fastflow => fastflow_lag, x2, LumpedHydro.uh_3_half), +] + +lag_ele = LumpedHydro.LagElement(:lag, lfuncs=lag_funcs); +input_matrix = [1 2 3 2 3 4 1 2;] # 1 2 3 2 3 4 1 2 + +input_arr = reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([[1 2 3 2 3 4 1 2; 1 2 3 2 3 4 1 2]], 5)) +input_arr = permutedims(input_arr, (1, 3, 2)) +# input_arr = input_arr[1:1, :, :] +#* input_num * ts len * node num +cv = ComponentVector(NamedTuple{Tuple([Symbol(:node_, i) for i in 1:5])}(repeat([(x1=2.39, x2=5.39)], 5))) + +output = LumpedHydro.run_multi_fluxes(lag_ele, input=input_arr, params=cv) +# output[1,1,:] \ No newline at end of file diff --git a/temp/test_lag_flux.jl b/temp/test_lag_flux.jl new file mode 100644 index 0000000..c65784f --- /dev/null +++ b/temp/test_lag_flux.jl @@ -0,0 +1,50 @@ +using OrdinaryDiffEq + +ifelse_func(x) = ifelse(x > 0, 1, 0) + +uh_1_half(input, lag) = (ifelse_func(input - lag) + ifelse_func(lag - input) * ifelse_func(input) * (input / lag)^2.5) + +uh_2_full(input, lag) = begin + half_lag = lag ./ 2 + (ifelse_func(input - lag) * 1 + + ifelse_func(lag - input) * ifelse_func(input - half_lag) * (1 - 0.5 * abs(2 - input / half_lag)^2.5) + + ifelse_func(half_lag - input) * ifelse_func(input) * (0.5 * abs(input / half_lag)^2.5)) +end + +function flux_unit_routing(flux::Vector, timeidx::Vector, lag_func::Function, lag_time::T, num_uh::Int) where {T} + ts = 1:num_uh + lag_weights = [lag_func(t, lag_time) for t in ts] + lag_weights = vcat([lag_weights[1]], (circshift(lag_weights, -1).-lag_weights)[1:end-1]) + + function lag_disc_func(u, p, t) + u = circshift(u, -1) + u[end] = 0.0 + tmp_u = flux[Int(t)] .* p[:weights] .+ u + tmp_u + end + + prob = DiscreteProblem(lag_disc_func, lag_weights, (timeidx[1], timeidx[end]), ComponentVector(weights=lag_weights)) + sol = solve(prob, FunctionMap()) + if !SciMLBase.successful_retcode(sol) + println("Error in GR4J routing ") + return flux + end + # sol[1, :] + sol +end + +re = flux_unit_routing([1, 2, 3, 4, 2, 3, 2, 4, 2, 1], collect(1:10), uh_1_half, 3.5, 10) + +f(u, p, t) = 1.01 * u +u0 = 1 / 2 +tspan = (0.0, 1.0) +prob = ODEProblem(f, u0, tspan) + +function ff(u, p, t) + u1, u2 = u[:u1], u[:u2] + ComponentVector(u1=u1 .* 1.02, u1=u2 ./ 1.02) +end + +tspan = (0.0, 1.0) +prob = ODEProblem(f, ComponentVector(u1=[2 3 4;], u2=[2 3;]), tspan) +solve(prob, Tsit5()) \ No newline at end of file diff --git a/temp/test_msk.jl b/temp/test_msk.jl new file mode 100644 index 0000000..f21ba30 --- /dev/null +++ b/temp/test_msk.jl @@ -0,0 +1,95 @@ +using OrdinaryDiffEq +using DataInterpolations +using Plots + +# 输入流量函数 I(t) +I_vec = [2, 3, 4, 3, 5, 6, 7, 8, 9, 10, 5, 3, 2] +I_vec_copy = copy(I_vec) +# timeidx = collect(0:length(I_vec)-1) .* 24 +timeidx = 1:length(I_vec) +# 参数 +k = K = 1.0 # 蓄泄常数 +x = 0.5 # 权重系数 + +function route1(I_vec, timeidx) + itp_func = LinearInterpolation(I_vec, timeidx) + # 定义 ODE 的右侧函数 + function muskingum_ode!(dS, S, p, t) + I = itp_func(t) # 输入流量作为时间的函数 + K, x = p.K, p.x + S_ = S[1] + # 计算出流量 Q + Q = (S_ - K * x * I) / (K * (1 - x)) + # 计算 dS/dt + dS[1] = I - Q + end + + p = (K=K, x=x) + + # 初始条件 + S0 = [K * I_vec[1]] # 初始储水量 + + # 构建 ODE 问题 + prob = ODEProblem(muskingum_ode!, S0, (timeidx[1], timeidx[end]), p) + + # 求解 ODE 问题 + sol = solve(prob, Tsit5(), saveat=timeidx) + sol_vec = Vector(sol) + I_vec_2 = [itp_func(t) for t in sol.t] + Q_vec = @. (sol_vec - K * x * I_vec_2) / (K * (1 - x)) + return Q_vec +end + +function route2(I_vec, dt) + + c0 = ((dt / k) - (2 * x)) / ((2 * (1 - x)) + (dt / k)) + c1 = ((dt / k) + (2 * x)) / ((2 * (1 - x)) + (dt / k)) + c2 = ((2 * (1 - x)) - (dt / k)) / ((2 * (1 - x)) + (dt / k)) + + function msk_prob(u, p, t) + q_in, q_out = u[1], u[2] + c0, c1, c2 = p + new_q = (c0 * I_vec[Int(t)]) + (c1 * q_in) + (c2 * q_out) + [I_vec[Int(t)], new_q] + end + + prob = DiscreteProblem(msk_prob, [I_vec[1], I_vec[1]], (1, length(I_vec)), (c0, c1, c2)) + sol = solve(prob, FunctionMap()) + sol_arr = Array(sol) + return sol_arr[2, :] +end + +I_vec = Float64[2, 3, 4, 3, 5, 6, 7, 8, 9, 10, 5, 3, 2] +Q_vec_list = [I_vec] +for i in 1:10 + @info Q_vec_list[i] + push!(Q_vec_list, route1(Q_vec_list[i], timeidx)) + # 输出结果 + # plot(sol, xlabel="Time", ylabel="Storage S(t)", title="Muskingum Method ODE Solution") +end + +I_vec = Float64[2, 3, 4, 3, 5, 6, 7, 8, 9, 10, 5, 3, 2] +Q_vec_list2 = [I_vec] +for i in 1:10 + @info Q_vec_list2[i] + push!(Q_vec_list2, route2(Q_vec_list2[i], 1)) + # 输出结果 + # plot(sol, xlabel="Time", ylabel="Storage S(t)", title="Muskingum Method ODE Solution") +end + +plot() +for i in 1:length(Q_vec_list) + plot!(Q_vec_list[i], color="red") +end +savefig("Q_vec.png") + + +plot() +for i in 1:length(Q_vec_list2) + plot!(Q_vec_list2[i], color="blue") +end +savefig("Q_vec2.png") + + +plot(Q_vec_list[4], color="red") +plot!(Q_vec_list2[4], color="blue") diff --git a/temp/test_routeflux.jl b/temp/test_routeflux.jl new file mode 100644 index 0000000..3d7b988 --- /dev/null +++ b/temp/test_routeflux.jl @@ -0,0 +1,48 @@ +using DataInterpolations +using OrdinaryDiffEq +using Zygote +using Plots + +input_arr = [3 4 4 5 6 10 23 24 38 40 59 63 49 32 22 12 9 4] +input_itp = LinearInterpolation(input_arr[1, :], collect(1:length(input_arr))) + + + +function discharge2!(du, u, p, t) + s_river, q_in = u[1], u[2] + q_out = (s_river+q_in) / (p[1] + 1) + du[1] = q_in - q_out + du[2] = q_out + input_itp(t) - q_in +end + +prob = ODEProblem(discharge2!, [0.1, 3], (1, length(input_arr)), [0.3]) +sol3 = solve(prob, Tsit5(), saveat=1.0) + +function discharge2(u, p, t) + s_river, q_in = u[1], u[2] + @info [s_river q_in] + q_out = (s_river+q_in) / (p[1] + 1) + [s_river + q_in - q_out, q_out + input_itp(t)] +end + +prob2 = DiscreteProblem(discharge2, [0.1, 3], (1, length(input_arr)), [0.3]) +sol4 = solve(prob2, FunctionMap()) + +input_arr = [3 4 4 5 6 10 23 24 38 40 59 63 49 32 22 12 9 4] +s_river = zeros(length(input_arr)) +q_in = zeros(length(input_arr)) +q_out = zeros(length(input_arr)) +s_river0, q_in0 = 0.1, 3 +p = [0.3] +for i in eachindex(input_arr) + q_out[i] = (s_river0) / (p[1] + 1) + s_river[i] = s_river0 + q_in0 - q_out[i] + q_in[i] = q_out[i] + input_arr[i] + s_river0, q_in0 = s_river[i], q_in[i] + @info [q_out[i] q_in[i] s_river[i]] +end + + +plot(sol3) +plot!(sol4) +savefig("test_routeflux.png") diff --git a/temp/test_something.jl b/temp/test_something.jl new file mode 100644 index 0000000..84bd24e --- /dev/null +++ b/temp/test_something.jl @@ -0,0 +1,16 @@ +using Zygote +using BenchmarkTools + +function single_iteration(state, p) + # Perform your calculation here + # This is where you would use the input mat and create a new mat + mat, history = state + new_mat = mat .* p + return new_mat, vcat(history, [new_mat]) +end + +mat = ones(3, 3) +final_mat, history = reduce((acc, _) -> single_iteration(acc, 2), 1:10, init=(mat, (mat,))) + + + diff --git a/temp/train_lstm_in_opt.jl b/temp/train_lstm_in_opt.jl new file mode 100644 index 0000000..cf3ee86 --- /dev/null +++ b/temp/train_lstm_in_opt.jl @@ -0,0 +1,73 @@ +using Lux +using LuxCore +using Zygote +using StableRNGs +using ComponentArrays +using Optimization +using OptimizationOptimisers + +# function LSTMCompact(in_dims, hidden_dims, out_dims) +# lstm_cell = LSTMCell(in_dims => hidden_dims) +# classifier = Dense(hidden_dims => out_dims, sigmoid) +# return @compact(; lstm_cell, classifier) do x::AbstractArray{T,2} where {T} +# x = reshape(x, size(x)..., 1) +# x_init, x_rest = Iterators.peel(LuxOps.eachslice(x, Val(2))) +# y, carry = lstm_cell(x_init) +# output = [vec(classifier(y))] +# for x in x_rest +# y, carry = lstm_cell((x, carry)) +# output = vcat(output, [vec(classifier(y))]) +# end +# @return hcat(output...) +# end +# end + +function LSTMCompact(in_dims, hidden_dims, out_dims) + lstm_cell = LSTMCell(in_dims => hidden_dims) + classifier = Dense(hidden_dims => out_dims, sigmoid) + return @compact(; lstm_cell, classifier) do x::AbstractArray{T, 2} where {T} + x = reshape(x, size(x)..., 1) + x_init, x_rest = Iterators.peel(LuxOps.eachslice(x, Val(2))) + y, carry = lstm_cell(x_init) + output = [vec(classifier(y))] + for x in x_rest + y, carry = lstm_cell((x, carry)) + output = vcat(output, [vec(classifier(y))]) + end + @return reduce(hcat, output) # <--- This is the different line + end +end + +model = LSTMCompact(3, 10, 1) +ps, st = Lux.setup(StableRNGs.LehmerRNG(1234), model) +smodel = StatefulLuxLayer{true}(model, nothing, st) + +# smodel(rand(3, 10), ComponentVector(ps)) +# LuxCore.apply(smodel, rand(3, 10), ComponentVector(ps)) +ps_axes = getaxes(ComponentVector(ps)) +x = rand(3, 10) +y = rand(1, 10) +function object(u, p) + ps = ComponentVector(u, ps_axes) + sum((smodel(x, ps) .- y) .^ 2) +end + +function objectv2(u, p) + st = p[1] + ps = ComponentVector(u, ps_axes) + sum((model(x, ps, st)[1] .- y) .^ 2) +end + +opt_func = Optimization.OptimizationFunction(objectv2, Optimization.AutoZygote()) +opt_prob = Optimization.OptimizationProblem(opt_func, Vector(ComponentVector(ps)), [st]) +opt_sol = Optimization.solve(opt_prob, OptimizationOptimisers.Adam(0.1), maxiters=100) + + +function MLPCompact(in_dims, hidden_dims, out_dims) + mlp_cell = Dense(in_dims => hidden_dims) + classifier = Dense(hidden_dims => out_dims, sigmoid) + return @compact(; mlp_cell, classifier) do x::AbstractArray{T,2} where {T} + output = classifier(mlp_cell(x)) + @return output + end +end diff --git a/test/run_bucket.jl b/test/run_bucket.jl deleted file mode 100644 index f304f9f..0000000 --- a/test/run_bucket.jl +++ /dev/null @@ -1,131 +0,0 @@ -params = ComponentVector(Df=2.674548848, Tmax=0.175739196, Tmin=-2.092959084) -init_states = ComponentVector(snowpack=0.0) -pas = ComponentVector(params=params, initstates=init_states) - -ts = collect(1:1000) -df = DataFrame(CSV.File("data/exphydro/01013500.csv")); -input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]); - -input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') -dtype = eltype(input[1]); -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -@testset "test hydro element (basic element, Snowpack in Exp-Hydro)" begin - @variables temp lday prcp pet snowfall rainfall melt snowpack - @parameters Tmin Tmax Df - - snow_funcs = [ - HydroModels.HydroFlux([temp, lday] => [pet], - exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroModels.HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], - exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroModels.HydroFlux([snowpack, temp] => [melt], [Tmax, Df], - exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [HydroModels.StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroModels.HydroBucket(funcs=snow_funcs, dfuncs=snow_dfuncs) - @testset "test hydro element info" begin - @test Set(HydroModels.get_input_names(snow_ele)) == Set((:temp, :lday, :prcp)) - @test Set(HydroModels.get_param_names(snow_ele)) == Set((:Tmin, :Tmax, :Df)) - @test Set(HydroModels.get_output_names(snow_ele)) == Set((:pet, :snowfall, :rainfall, :melt)) - @test Set(HydroModels.get_state_names(snow_ele)) == Set((:snowpack,)) - end - - result = snow_ele(input, pas) - ele_state_and_output_names = vcat(HydroModels.get_state_names(snow_ele), HydroModels.get_output_names(snow_ele)) - result = NamedTuple{Tuple(ele_state_and_output_names)}(eachslice(result, dims=1)) - @testset "test first output for hydro element" begin - snowpack0 = init_states[:snowpack] - pet0 = snow_funcs[1]([input_ntp.temp[1], input_ntp.lday[1]], ComponentVector(params=ComponentVector()))[1] - snowfall0, rainfall0 = snow_funcs[2]([input_ntp.prcp[1], input_ntp.temp[1]], ComponentVector(params=(Tmin=params.Tmin,))) - melt0 = snow_funcs[3]([snowpack0, input_ntp.temp[1]], ComponentVector(params=(Tmax=params.Tmax, Df=params.Df)))[1] - @test snowpack0 == result.snowpack[1] - @test snowfall0 == result.snowfall[1] - @test rainfall0 == result.rainfall[1] - @test melt0 == result.melt[1] - end - - @testset "test ode solved results" begin - prcp_itp = LinearInterpolation(input_ntp.prcp, ts) - temp_itp = LinearInterpolation(input_ntp.temp, ts) - - function snowpack_bucket!(du, u, p, t) - snowpack_ = u[1] - Df, Tmax, Tmin = p.Df, p.Tmax, p.Tmin - prcp_, temp_ = prcp_itp(t), temp_itp(t) - snowfall_ = step_func(Tmin - temp_) * prcp_ - melt_ = step_func(temp_ - Tmax) * step_func(snowpack_) * min(snowpack_, Df * (temp_ - Tmax)) - du[1] = snowfall_ - melt_ - end - prob = ODEProblem(snowpack_bucket!, [init_states.snowpack], (ts[1], ts[end]), params) - sol = solve(prob, Tsit5(), saveat=ts, reltol=1e-3, abstol=1e-3) - num_u = length(prob.u0) - manual_result = [sol[i, :] for i in 1:num_u] - ele_params_idx = [getaxes(pas[:params])[1][nm].idx for nm in HydroModels.get_param_names(snow_ele)] - paramfunc = (p) -> [p[:params][idx] for idx in ele_params_idx] - - param_func, nn_param_func = HydroModels._get_parameter_extractors(snow_ele, pas) - itpfunc_list = map((var) -> LinearInterpolation(var, ts, extrapolate=true), eachrow(input)) - ode_input_func = (t) -> [itpfunc(t) for itpfunc in itpfunc_list] - du_func = HydroModels._get_du_func(snow_ele, ode_input_func, param_func, nn_param_func) - solver = HydroModels.ODESolver(alg=Tsit5(), reltol=1e-3, abstol=1e-3) - initstates_mat = collect(pas[:initstates][HydroModels.get_state_names(snow_ele)]) - #* solve the problem by call the solver - solved_states = solver(du_func, pas, initstates_mat, ts) - @test manual_result[1] == solved_states[1, :] - end - - @testset "test all of the output" begin - param_func, nn_param_func = HydroModels._get_parameter_extractors(snow_ele, pas) - itpfunc_list = map((var) -> LinearInterpolation(var, ts, extrapolate=true), eachrow(input)) - ode_input_func = (t) -> [itpfunc(t) for itpfunc in itpfunc_list] - du_func = HydroModels._get_du_func(snow_ele, ode_input_func, param_func, nn_param_func) - solver = HydroModels.ODESolver(alg=Tsit5(), reltol=1e-3, abstol=1e-3) - initstates_mat = collect(pas[:initstates][HydroModels.get_state_names(snow_ele)]) - #* solve the problem by call the solver - snowpack_vec = solver(du_func, pas, initstates_mat, ts)[1, :] - pet_vec = snow_funcs[1](Matrix(reduce(hcat, [input_ntp.temp, input_ntp.lday])'), ComponentVector(params=ComponentVector()))[1, :] - snow_funcs_2_output = snow_funcs[2](Matrix(reduce(hcat, [input_ntp.prcp, input_ntp.temp])'), ComponentVector(params=(Tmin=params.Tmin,))) - snowfall_vec, rainfall_vec = snow_funcs_2_output[1, :], snow_funcs_2_output[2, :] - melt_vec = snow_funcs[3](Matrix(reduce(hcat, [snowpack_vec, input_ntp.temp])'), ComponentVector(params=(Tmax=params.Tmax, Df=params.Df)))[1, :] - @test reduce(vcat, pet_vec) == collect(result.pet) - @test reduce(vcat, snowfall_vec) == collect(result.snowfall) - @test reduce(vcat, rainfall_vec) == collect(result.rainfall) - @test reduce(vcat, melt_vec) == collect(result.melt) - end - - @testset "test run with multiple nodes input" begin - input_arr = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([input], 10)), (1, 3, 2)) - ndtypes = [Symbol("node_$i") for i in 1:10] - node_pas = ComponentVector( - params=NamedTuple{Tuple(ndtypes)}([params for _ in 1:10]), - initstates=NamedTuple{Tuple(ndtypes)}([init_states for _ in 1:10]) - ) - config = (timeidx=ts, ptypes=ndtypes) - node_output = snow_ele(input_arr, node_pas, config=config) - single_output = snow_ele(input, pas, config=config) - target_output = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), repeat([single_output], 10)), (1, 3, 2)) - @test node_output == target_output - end - - @testset "test build state function" begin - @variables routingstore exch slowflow_routed routedflow - @parameters x2, x3 - funcs = [ - HydroModels.HydroFlux([routingstore] => [exch], [x2, x3], - exprs=[x2 * abs(routingstore / x3)^3.5]), - HydroModels.HydroFlux([routingstore, slowflow_routed, exch] => [routedflow], [x3], - exprs=[x3^(-4) / 4 * (routingstore + slowflow_routed + exch)^5]), - ] - dfunc = HydroModels.StateFlux([slowflow_routed, exch] => [routedflow], routingstore) - hydro_bucket = HydroModels.HydroBucket(funcs=funcs, dfuncs=[dfunc]) - # meta = HydroModels.HydroMeta(name=:test, inputs=[:slowflow_routed], states=[:routingstore]) - flux_func, state_func = HydroModels.build_ele_func(funcs, [dfunc], hydro_bucket.meta) - rgt, slg = 10.0, 20.0 - exch = 2.42 * abs(rgt / 69.63)^3.5 - routedflow = 69.63^(-4) / 4 * (rgt + slg + exch)^5 - @test flux_func([slg, rgt], [2.42, 69.63], [], 1) ≈ [exch, routedflow] - @test state_func([slg], [rgt], [2.42, 69.63], [], 1) ≈ [exch + slg - 69.63^(-4) / 4 * (rgt + slg + exch)^5] - end - -end \ No newline at end of file diff --git a/test/run_d8_grid.jl b/test/run_d8_grid.jl deleted file mode 100644 index 3c31365..0000000 --- a/test/run_d8_grid.jl +++ /dev/null @@ -1,18 +0,0 @@ -#* 测试d8 grid routing -@testset "d8 grid routing (regular grid)" begin - input = ones(9) - positions = [(1, 1), (1, 2), (1, 3), (2, 1), (2, 2), (2, 3), (3, 1), (3, 2), (3, 3)] - flwdir = [1 4 8; 1 4 4; 1 1 2] - result = HydroModels.grid_routing(input, positions, flwdir) - target = [0.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 2.0] - @test result == target -end - -@testset "d8 grid routing (irregular grid)" begin - input = ones(10) - positions = [(1, 2), (1, 3), (2, 1), (2, 2), (2, 3), (2, 4), (3, 2), (3, 3), (4, 3), (4, 4)] - flwdir = [0 4 4 0; 1 2 4 8; 0 1 4 0; 0 0 1 1] - result = HydroModels.grid_routing(input, positions, flwdir) - target = [0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 4.0, 1.0, 1.0] - @test result == target -end \ No newline at end of file diff --git a/test/run_flux.jl b/test/run_flux.jl deleted file mode 100644 index d0c27ec..0000000 --- a/test/run_flux.jl +++ /dev/null @@ -1,133 +0,0 @@ -@testset "test hydro flux (build by Symbolics.jl)" begin - @variables a b c - @parameters p1 p2 - simple_flux_1 = HydroModels.HydroFlux([a, b] => [c], [p1, p2], exprs=[a * p1 + b * p2]) - @test HydroModels.get_input_names(simple_flux_1) == [:a, :b] - @test HydroModels.get_param_names(simple_flux_1) == [:p1, :p2] - @test HydroModels.get_output_names(simple_flux_1) == [:c,] - @test simple_flux_1([2.0, 3.0], ComponentVector(params=(p1=3.0, p2=4.0))) == [2.0 * 3.0 + 3.0 * 4.0] - output_mat = [18.0 17.0 11.0] - @test simple_flux_1([2.0 3.0 1.0; 3.0 2.0 2.0], ComponentVector(params=(p1=3.0, p2=4.0))) == output_mat - # test with multiple nodes - input_arr = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), [2.0 3.0 1.0; 3.0 2.0 2.0] for _ in 1:10), (1, 3, 2)) - ndtypes = [Symbol("node_$i") for i in 1:10] - input_pas = ComponentVector(params=NamedTuple{Tuple(ndtypes)}(repeat([(p1=3.0, p2=4.0)], 10))) - @test simple_flux_1(input_arr, input_pas, ptypes=ndtypes) == permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), output_mat for _ in 1:10), (1, 3, 2)) -end - -@testset "test state flux (build by Symbolics.jl)" begin - # Define variables and parameters - @variables a b c d e - @parameters p1 p2 - - # Create HydroFlux objects for comparison - simple_flux_1 = HydroModels.HydroFlux([a, b] => [c], [p1, p2], exprs=[a * p1 + b * p2]) - simple_flux = HydroModels.HydroFlux([a, b] => [d], [p1, p2], exprs=[a / p1 + b / p2]) - - # Test StateFlux with input and output, but no parameters - state_flux_1 = HydroModels.StateFlux([a, b] => [c, d], e) - @test HydroModels.get_input_names(state_flux_1) == [:a, :b, :c, :d] - @test HydroModels.get_param_names(state_flux_1) == Symbol[] - @test HydroModels.get_output_names(state_flux_1) == Symbol[] - @test HydroModels.get_state_names(state_flux_1) == [:e] - - # Test StateFlux with input, parameters, and a custom expression - state_flux = HydroModels.StateFlux([a, b, c, d], e, [p1, p2], expr=a * p1 + b * p2 - c - d) - @test HydroModels.get_input_names(state_flux) == [:a, :b, :c, :d] - @test HydroModels.get_param_names(state_flux) == [:p1, :p2] - @test HydroModels.get_output_names(state_flux) == Symbol[] - @test HydroModels.get_state_names(state_flux) == [:e] - - # Test StateFlux with a single input and state - state_flux_3 = HydroModels.StateFlux(d => e) - @test HydroModels.get_input_names(state_flux_3) == [:e,] - @test HydroModels.get_param_names(state_flux_3) == Symbol[] - @test HydroModels.get_output_names(state_flux_3) == Symbol[] - @test HydroModels.get_state_names(state_flux_3) == [:d,] -end - -# todo muskingum need rebuild -# @testset "test muskingum route flux" begin -# @variables q1 - -# # Building the Muskingum routing flux -# k, x = 3.0, 0.2 -# pas = ComponentVector(params=(k=k, x=x,)) -# msk_flux = HydroModels.MuskingumRouteFlux(q1) -# input = Float64[1 2 3 2 3 2 5 7 8 3 2 1] -# re = msk_flux(input, pas) - -# # Verifying the input, output, and parameter names -# @test HydroModels.get_input_names(msk_flux) == [:q1] -# @test HydroModels.get_output_names(msk_flux) == [:q1_routed] -# @test HydroModels.get_param_names(msk_flux) == [:k, :x] - -# # Checking the size and values of the output -# @test size(re) == size(input) -# @test re ≈ [1.0 0.977722 1.30086 1.90343 1.919 2.31884 2.15305 3.07904 4.39488 5.75286 4.83462 3.89097] atol = 1e-1 -# end - - -@testset "test neural flux (single output)" begin - @variables a b c d e - nn_1 = Lux.Chain( - layer_1=Lux.Dense(3, 16, Lux.leakyrelu), - layer=Lux.Dense(16, 16, Lux.leakyrelu), - layer_3=Lux.Dense(16, 1, Lux.leakyrelu), - name=:testnn - ) - nn_ps = ComponentVector(LuxCore.initialparameters(StableRNG(42), nn_1)) - nn_ps_vec = collect(ComponentVector(LuxCore.initialparameters(StableRNG(42), nn_1))) - func_1 = (x, p) -> LuxCore.stateless_apply(nn_1, x, p) - nn_flux_1 = HydroModels.NeuralFlux([a, b, c] => [d], nn_1) - @test HydroModels.get_input_names(nn_flux_1) == [:a, :b, :c] - @test HydroModels.get_param_names(nn_flux_1) == Symbol[] - @test HydroModels.get_nn_names(nn_flux_1) == [:testnn] - @test HydroModels.get_output_names(nn_flux_1) == [:d] - @test nn_flux_1([1, 2, 3], ComponentVector(nn=(testnn=nn_ps_vec,))) ≈ func_1([1, 2, 3], nn_ps) - test_input = [1 3 3; 2 2 2; 1 2 1; 3 1 2]' - expected_output = func_1(test_input, nn_ps) - - @test nn_flux_1(test_input, ComponentVector(nn=(testnn=nn_ps_vec,))) ≈ expected_output - # test with multiple nodes - input_arr = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), test_input for _ in 1:10), (1, 3, 2)) - input_pas = ComponentVector(nn=(testnn=nn_ps_vec,)) - @test nn_flux_1(input_arr, input_pas) ≈ permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), expected_output for _ in 1:10), (1, 3, 2)) -end - -@testset "test neural flux (multiple output)" begin - @variables a b c d e - nn = Lux.Chain( - layer_1=Lux.Dense(3, 16, Lux.leakyrelu), - layer_2=Lux.Dense(16, 16, Lux.leakyrelu), - layer_3=Lux.Dense(16, 2, Lux.leakyrelu), - name=:testnn - ) - nn_ps = LuxCore.initialparameters(StableRNG(42), nn) - nn_ps_vec = collect(ComponentVector(nn_ps)) - func = (x, p) -> LuxCore.stateless_apply(nn, x, p) - nn_flux = HydroModels.NeuralFlux([a, b, c] => [d, e], nn) - @test HydroModels.get_input_names(nn_flux) == [:a, :b, :c] - @test HydroModels.get_param_names(nn_flux) == Symbol[] - @test HydroModels.get_nn_names(nn_flux) == [:testnn] - @test HydroModels.get_output_names(nn_flux) == [:d, :e] - test_input = [1 3 3; 2 2 2; 1 2 1; 3 1 2]' - test_output = func(test_input, nn_ps) - @test nn_flux([1, 2, 3], ComponentVector(nn=(testnn=nn_ps_vec,))) ≈ func([1, 2, 3], nn_ps) - @test nn_flux(test_input, ComponentVector(nn=(testnn=nn_ps_vec,))) ≈ test_output - # test with multiple nodes - input_arr = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), test_input for _ in 1:10), (1, 3, 2)) - input_pas = ComponentVector(nn=(testnn=nn_ps_vec,)) - @test nn_flux(input_arr, input_pas) ≈ permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), test_output for _ in 1:10), (1, 3, 2)) -end - -@testset "test runtime flux function building" begin - @variables a b c d e - @parameters x1 x2 - inputs = [a, b, c] - outputs = [d, e] - params = [x1, x2] - exprs = [x1 * a + x2 * b + c, x1 * c + x2] - func = HydroModels.build_flux_func(inputs, outputs, params, exprs) - @test func([1, 2, 1], [2, 1], 1) == [2 * 1 + 1 * 2 + 1, 2 * 1 + 1] -end \ No newline at end of file diff --git a/test/run_groute.jl b/test/run_groute.jl deleted file mode 100644 index 21d44c8..0000000 --- a/test/run_groute.jl +++ /dev/null @@ -1,23 +0,0 @@ - -include("../src/HydroModels.jl") -using ModelingToolkit -using ComponentArrays - -@variables q1 q1_routed s_river -@parameters lag -flwdir = [1 4 8; 1 4 4; 1 1 2] -positions = [[1, 1], [1, 2], [1, 3], [2, 1], [2, 2], [2, 3], [3, 1], [3, 2], [3, 3]] - -ndtypes = [:ntype1, :ntype2, :ntype3] -rflux = HydroModels.HydroFlux([q1, s_river] => [q1_routed], [lag], exprs=[s_river / (1 + lag) + q1]) -params = ComponentVector(NamedTuple{Tuple(ndtypes)}([(lag=0.2,) for _ in eachindex(ndtypes)])) -initstates = ComponentVector(NamedTuple{Tuple(ndtypes)}([(s_river=0.1,) for _ in eachindex(ndtypes)])) -pas = ComponentVector(; params, initstates) -nodeids = [:nid1, :nid2, :nid3, :nid4, :nid5, :nid6, :nid7, :nid8, :nid9] -route = HydroModels.GridRoute(rfunc=rflux, rstate=s_river, flwdir=flwdir, positions=positions, nodeids=nodeids) - -input_arr = ones(1, 9, 20) -timeidx = collect(1:20) -node_types = [:ntype1, :ntype2, :ntype3, :ntype2, :ntype1, :ntype2, :ntype3, :ntype1, :ntype3] -config = (solver=HydroModels.ODESolver(saveat=timeidx), interp=LinearInterpolation, ptypes=node_types, stypes=node_types, timeidx=timeidx) -@btime output_arr = route(input_arr, pas, config=config); \ No newline at end of file diff --git a/test/run_lumped_model.jl b/test/run_lumped_model.jl deleted file mode 100644 index e937bfe..0000000 --- a/test/run_lumped_model.jl +++ /dev/null @@ -1,261 +0,0 @@ -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -NeuralFlux = HydroModels.NeuralFlux -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -@testset "test lumped hydro model (exp-hydro with no neural network and no unit hydrograph)" begin - @parameters Tmin Tmax Df Smax f Qmax - @variables prcp temp lday pet snowpack soilwater rainfall snowfall evap melt baseflow surfaceflow flow - - #! load data - ts = collect(1:100) - df = DataFrame(CSV.File("data/exphydro/01013500.csv")) - input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) - input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') - - initstates = ComponentVector(snowpack=0.0, soilwater=1303.00) - params = ComponentVector(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09) - pas = ComponentVector(initstates=initstates, params=params) - - #! define the snow pack reservoir - snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroBucket(funcs=snow_funcs, dfuncs=snow_dfuncs) - - #! define the soil water reservoir - soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), - ] - soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] - soil_ele = HydroBucket(funcs=soil_funcs, dfuncs=soil_dfuncs) - - #! define the Exp-Hydro model - model = HydroModel(name=:exphydro, components=[snow_ele, soil_ele]) - - @test Set(HydroModels.get_input_names(model)) == Set([:temp, :lday, :prcp]) - @test Set(HydroModels.get_param_names(model)) == Set([:Tmin, :Tmax, :Df, :Smax, :f, :Qmax]) - @test Set(HydroModels.get_state_names(model)) == Set([:snowpack, :soilwater]) - @test Set(HydroModels.get_output_names(model)) == Set([:pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :flow]) - @test Set(reduce(union, HydroModels.get_var_names(model))) == Set([:temp, :lday, :prcp, :pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :flow, :snowpack, :soilwater]) - - result_ntp = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp isa NamedTuple - - result_mat = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat) == (length(reduce(union, HydroModels.get_var_names(model))), length(ts)) - - input_ntp_vec = repeat([input_ntp], 10) - node_names = [Symbol(:node_, i) for i in 1:10] - node_params = NamedTuple{Tuple(node_names)}(repeat([params], 10)) - node_initstates = NamedTuple{Tuple(node_names)}(repeat([initstates], 10)) - node_pas = ComponentVector(params=node_params, initstates=node_initstates) - result_ntp_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp_vec isa Vector - @test result_ntp_vec[1] isa NamedTuple - - result_mat_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat_vec) == (length(reduce(union, HydroModels.get_var_names(model))), length(input_ntp_vec), length(ts)) -end - -@testset "test lumped hydro model (gr4j with unit hydrograph)" begin - @variables prcp ep soilwater new_soilwater pn en ps es perc pr slowflow fastflow - @variables slowflow_routed fastflow_routed routingstore new_routingstore exch routedflow flow - @parameters x1 x2 x3 x4 - - #! load data - # load data - df = DataFrame(CSV.File("data/gr4j/sample.csv")) - for col in names(df)[3:end] - df[ismissing.(df[:, col]), col] .= 0.0 - end - prcp_vec = df[!, "prec"] - et_vec = df[!, "pet"] - qobs_vec = df[!, "qobs"] - ts = collect(1:length(qobs_vec)) - input_ntp = (prcp=prcp_vec, ep=et_vec) - - params = ComponentVector(x1=320.11, x2=2.42, x3=69.63, x4=1.39) - initstates = ComponentVector(soilwater=235.97, routingstore=45.47) - pas = ComponentVector(initstates=initstates, params=params) - - #* define the production store - prod_funcs = [ - HydroFlux([prcp, ep] => [pn, en], exprs=[prcp - min(prcp, ep), ep - min(prcp, ep)]), - HydroFlux([pn, soilwater] => [ps], [x1], exprs=[max(0.0, pn * (1 - (soilwater / x1)^2))]), - HydroFlux([en, soilwater] => [es], [x1], exprs=[en * (2 * soilwater / x1 - (soilwater / x1)^2)]), - HydroFlux([soilwater] => [perc], [x1], exprs=[((x1)^(-4)) / 4 * ((4 / 9)^(4)) * (soilwater^5)]), - HydroFlux([pn, ps, perc] => [pr], [x1], exprs=[pn - ps + perc]), - HydroFlux([pr] => [slowflow, fastflow], exprs=[0.9 * pr, 0.1 * pr]), - HydroFlux([ps, es, perc, soilwater] => [new_soilwater], exprs=[soilwater + ps - es - perc]) - ] - prod_dfuncs = [StateFlux(soilwater => new_soilwater)] - - - uh_1 = HydroModels.UnitHydrograph(slowflow, slowflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_1_HALF), solvetype=:SPARSE) - uh_2 = HydroModels.UnitHydrograph(fastflow, fastflow_routed, x4, uhfunc=HydroModels.UHFunction(:UH_2_FULL), solvetype=:SPARSE) - - prod_ele = HydroBucket(funcs=prod_funcs, dfuncs=prod_dfuncs) - #* define the routing store - rst_funcs = [ - HydroFlux([routingstore] => [exch], [x2, x3], exprs=[x2 * abs(routingstore / x3)^3.5]), - HydroFlux([routingstore, slowflow_routed, exch] => [routedflow], [x3], exprs=[x3^(-4) / 4 * (routingstore + slowflow_routed + exch)^5]), - HydroFlux([routedflow, fastflow_routed, exch] => [flow], exprs=[routedflow + max(fastflow_routed + exch, 0.0)]), - HydroFlux([slowflow_routed, exch, routedflow, routingstore] => [new_routingstore], exprs=[routingstore + slowflow_routed + exch - routedflow]) - ] - rst_dfuncs = [StateFlux(routingstore => new_routingstore)] - rst_ele = HydroBucket(funcs=rst_funcs, dfuncs=rst_dfuncs) - #* define the gr4j model - model = HydroModel(name=:gr4j, components=[prod_ele, uh_1, uh_2, rst_ele]) - - @test Set(HydroModels.get_input_names(model)) == Set([:prcp, :ep]) - @test Set(HydroModels.get_param_names(model)) == Set([:x1, :x2, :x3, :x4]) - @test Set(HydroModels.get_state_names(model)) == Set([:soilwater, :routingstore]) - @test Set(HydroModels.get_output_names(model)) == Set([:en, :routedflow, :pr, :exch, :pn, :fastflow, :ps, :flow, :slowflow_routed, :perc, - :new_soilwater, :es, :new_routingstore, :slowflow, :fastflow_routed]) - @test Set(reduce(union, HydroModels.get_var_names(model))) == Set([:prcp, :ep, :soilwater, :new_soilwater, :pn, :en, :ps, :es, :perc, :pr, :slowflow, - :fastflow, :slowflow_routed, :fastflow_routed, :exch, :routedflow, :flow, :new_routingstore, :routingstore]) - - # Test single-node model run - result_ntp = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp isa NamedTuple - - result_mat = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat) == (length(reduce(union, HydroModels.get_var_names(model))), length(ts)) - - # Test multi-node model run - input_ntp_vec = repeat([input_ntp], 10) - node_names = [Symbol(:node_, i) for i in 1:10] - node_params = NamedTuple{Tuple(node_names)}(repeat([params], 10)) - node_initstates = NamedTuple{Tuple(node_names)}(repeat([initstates], 10)) - node_pas = ComponentVector(params=node_params, initstates=node_initstates) - - # Test output as vector of NamedTuples - result_ntp_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp_vec isa Vector - @test result_ntp_vec[1] isa NamedTuple - - # Test output as 3D array - result_mat_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat_vec) == (length(reduce(union, HydroModels.get_var_names(model))), length(input_ntp_vec), length(ts)) -end - - -@testset "test lumped hydro model (m50 with neural network)" begin - #! parameters in the Exp-Hydro model - @parameters Tmin Tmax Df Smax f Qmax - #! parameters in normalize flux - @parameters snowpack_std snowpack_mean - @parameters soilwater_std soilwater_mean - @parameters prcp_std prcp_mean - @parameters temp_std temp_mean - - #! hydrological flux in the Exp-Hydro model - @variables prcp temp lday pet rainfall snowfall - @variables snowpack soilwater lday pet - @variables melt log_evap_div_lday log_flow - @variables norm_snw norm_slw norm_temp norm_prcp - - #! load data - df = DataFrame(CSV.File("data/m50/01013500.csv")) - ts = collect(1:10000) - prcp_vec = df[ts, "Prcp"] - temp_vec = df[ts, "Temp"] - dayl_vec = df[ts, "Lday"] - snowpack_vec = df[ts, "SnowWater"] - soilwater_vec = df[ts, "SoilWater"] - qobs_vec = df[ts, "Flow"] - - inputs = [prcp_vec, temp_vec, snowpack_vec, soilwater_vec] - means, stds = mean.(inputs), std.(inputs) - (prcp_norm_vec, temp_norm_vec, snowpack_norm_vec, soilwater_norm_vec) = [ - @.((tmp_vec - mean) / std) for (tmp_vec, mean, std) in zip(inputs, means, stds) - ] - - #! define the snow pack reservoir - snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroBucket(name=:m50_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - - #! define the ET NN and Q NN - et_nn = Lux.Chain(Lux.Dense(3 => 16, Lux.tanh), Lux.Dense(16 => 16, Lux.leakyrelu), Lux.Dense(16 => 1, Lux.leakyrelu), name=:etnn) - et_nn_p = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(42), et_nn))) - q_nn = Lux.Chain(Lux.Dense(2 => 16, Lux.tanh), Lux.Dense(16 => 16, Lux.leakyrelu), Lux.Dense(16 => 1, Lux.leakyrelu), name=:qnn) - q_nn_p = Vector(ComponentVector(LuxCore.initialparameters(StableRNG(42), q_nn))) - - #! get init parameters for each NN - et_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [log_evap_div_lday], et_nn) - q_nn_flux = NeuralFlux([norm_slw, norm_prcp] => [log_flow], q_nn) - - #! define the soil water reservoir - soil_funcs = [ - #* normalize - HydroFlux([snowpack, soilwater, prcp, temp] => [norm_snw, norm_slw, norm_prcp, norm_temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean, snowpack_std, soilwater_std, prcp_std, temp_std], - exprs=[(var - mean) / std for (var, mean, std) in zip([snowpack, soilwater, prcp, temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean], - [snowpack_std, soilwater_std, prcp_std, temp_std] - )]), - et_nn_flux, - q_nn_flux, - ] - - state_expr = rainfall + melt - step_func(soilwater) * lday * log_evap_div_lday - step_func(soilwater) * exp(log_flow) - soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] - soil_ele = HydroBucket(name=:m50_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - - #! define the Exp-Hydro model - model = HydroModel(name=:m50, components=[snow_ele, soil_ele]) - - @test Set(HydroModels.get_input_names(model)) == Set([:prcp, :temp, :lday]) - @test Set(HydroModels.get_param_names(model)) == Set([:Tmin, :Tmax, :Df, :snowpack_std, :snowpack_mean, :soilwater_std, :soilwater_mean, :prcp_std, :prcp_mean, :temp_std, :temp_mean]) - @test Set(HydroModels.get_state_names(model)) == Set([:snowpack, :soilwater]) - @test Set(HydroModels.get_nn_names(model)) == Set([:etnn, :qnn]) - @test Set(HydroModels.get_output_names(model)) == Set([:pet, :rainfall, :snowfall, :melt, :log_evap_div_lday, :log_flow, :norm_snw, :norm_slw, :norm_temp, :norm_prcp]) - @test Set(reduce(union, HydroModels.get_var_names(model))) == Set([:prcp, :temp, :lday, :pet, :rainfall, :snowfall, :snowpack, :soilwater, :melt, - :log_evap_div_lday, :log_flow, :norm_snw, :norm_slw, :norm_temp, :norm_prcp]) - - base_params = (Df=2.674, Tmax=0.17, Tmin=-2.09) - var_stds = NamedTuple{Tuple([Symbol(nm, :_std) for nm in [:prcp, :temp, :snowpack, :soilwater]])}(stds) - var_means = NamedTuple{Tuple([Symbol(nm, :_mean) for nm in [:prcp, :temp, :snowpack, :soilwater]])}(means) - nn_params = (etnn=et_nn_p, qnn=q_nn_p) - params = reduce(merge, [base_params, var_means, var_stds]) - initstates = (snowpack=0.0, soilwater=1303.00) - pas = ComponentVector(initstates=initstates, params=params, nn=nn_params) - input_ntp = (prcp=prcp_vec, lday=dayl_vec, temp=temp_vec) - # Run the model for a single set of inputs and parameters - result_ntp = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp isa NamedTuple - - # Run the model and get results as a matrix - result_mat = model(input_ntp, pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat) == (length(reduce(union, HydroModels.get_var_names(model))), length(ts)) - - # Prepare inputs and parameters for multiple nodes - input_ntp_vec = repeat([input_ntp], 10) # 10 identical input sets - node_names = [Symbol(:node_, i) for i in 1:10] - node_params = NamedTuple{Tuple(node_names)}(repeat([params], 10)) - node_initstates = NamedTuple{Tuple(node_names)}(repeat([initstates], 10)) - node_pas = ComponentVector(params=node_params, initstates=node_initstates, nn=nn_params) - - # Run the model for multiple nodes and get results as a vector of NamedTuples - result_ntp_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=true) - @test result_ntp_vec isa Vector - @test result_ntp_vec[1] isa NamedTuple - - # Run the model for multiple nodes and get results as a 3D array - result_mat_vec = model(input_ntp_vec, node_pas, config=(timeidx=ts,), convert_to_ntp=false) - @test size(result_mat_vec) == (length(reduce(union, HydroModels.get_var_names(model))), length(input_ntp_vec), length(ts)) -end \ No newline at end of file diff --git a/test/run_lux_model.jl b/test/run_lux_model.jl deleted file mode 100644 index d77955f..0000000 --- a/test/run_lux_model.jl +++ /dev/null @@ -1,22 +0,0 @@ -using Lux -using LuxCore -using Symbolics -using ModelingToolkit -using BenchmarkTools -model = Lux.Chain( - Lux.Dense(3, 64), - Lux.relu, - Lux.Dense(64, 1), - Lux.softmax -) - -@variables a b c d -@parameters p1 p2 p3 -model([a, b, c]=>[d]) -(chain::LuxCore.AbstractExplicitContainerLayer)(var::Vector{Num}) = (chain=chain, input=var) -ModelingToolkit.isparameter(p1) -ModelingToolkit.isvariable(p1) -eq1 = a + b + c*p1 ~ d -vars = Num.(get_variables(eq1)) -filter(x->!ModelingToolkit.isparameter(x), vars) -filter(x->ModelingToolkit.isparameter(x), vars) diff --git a/test/run_macros.jl b/test/run_macros.jl deleted file mode 100644 index 51658db..0000000 --- a/test/run_macros.jl +++ /dev/null @@ -1,6 +0,0 @@ -@variables a b c d -@parameters k1 k2 -flux1 = @hydroflux a ~ k1 * b + k2 * c + d -m = Lux.Chain(Lux.Dense(3, 64), Lux.relu, Lux.Dense(64, 1), name=:m) -minfo = m([a, b, c]) -@nnflux [d] ~ minfo \ No newline at end of file diff --git a/test/run_mskflux.jl b/test/run_mskflux.jl deleted file mode 100644 index ec9747e..0000000 --- a/test/run_mskflux.jl +++ /dev/null @@ -1,22 +0,0 @@ -include("../src/HydroModels.jl") -using ModelingToolkit -using ComponentArrays -using Plots - -@variables q - -flux_1 = HydroModels.MuskingumRouteFlux(q) -flux_2 = HydroModels.RiverRouteFlux(q) - -inflow = Float64[4 6 8 14 23 36 45 32 21 12 8] -timeidx = collect(1:length(inflow)) - -params = ComponentVector(k=1.2, x=0.1) -pas = ComponentVector(params=params) - -q_out_1 = flux_1(inflow, pas, timeidx=timeidx, delta_t=1.0) -q_out_2 = flux_2(inflow, pas, timeidx=timeidx, delta_t=1.0) - -plot(inflow[1, :]) -plot!(q_out_1) -plot!(q_out_2) diff --git a/test/run_optimize.jl b/test/run_optimize.jl deleted file mode 100644 index e4b1ea7..0000000 --- a/test/run_optimize.jl +++ /dev/null @@ -1,247 +0,0 @@ -using Aqua -using CSV -using DataFrames -using Lux -using Test -using ModelingToolkit -using Symbolics -using LuxCore -using StableRNGs -using ComponentArrays -using DataInterpolations -using OrdinaryDiffEq -using Statistics -using BenchmarkTools -using Graphs -using Plots -# using HydroModels -include("../src/HydroModels.jl") - - -# include need add the module name: HydroModels -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -HydroOptimizer = HydroModels.HydroOptimizer -GradOptimizer = HydroModels.GradOptimizer - - -@testset "optimize exphydro" begin - step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - # define variables and parameters - @variables temp lday pet prcp snowfall rainfall snowpack melt - @parameters Tmin Tmax Df Smax Qmax f - - @variables soilwater pet evap baseflow surfaceflow flow rainfall - - # define model components - fluxes_1 = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - dfluxes_1 = [StateFlux([snowfall] => [melt], snowpack),] - bucket_1 = HydroBucket(name=:surface, funcs=fluxes_1, dfuncs=dfluxes_1) - - fluxes_2 = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), - ] - dfluxes_2 = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] - bucket_2 = HydroBucket(name=:soil, funcs=fluxes_2, dfuncs=dfluxes_2) - model = HydroModel(name=:exphydro, components=[bucket_1, bucket_2]) - - # load data - data = CSV.read("data/exphydro/01013500.csv", DataFrame) - - # predefine the parameters - f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - - # load data - file_path = "data/exphydro/01013500.csv" - data = CSV.File(file_path) - df = DataFrame(data) - ts = collect(1:10000) - lday_vec = df[ts, "dayl(day)"] - prcp_vec = df[ts, "prcp(mm/day)"] - temp_vec = df[ts, "tmean(C)"] - flow_vec = df[ts, "flow(mm)"] - - tunable_pas = ComponentVector(params=ComponentVector(f=f, Smax=Smax, Qmax=Qmax, Df=Df, Tmax=Tmax, Tmin=Tmin)) - const_pas = ComponentVector(initstates=ComponentVector(snowpack=0.0, soilwater=1300.0)) - - # parameters optimization - input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) - input_matrix = Matrix(reduce(hcat, collect(input))') - output = (flow=flow_vec,) - config = (solver=HydroModels.ODESolver(), interp=LinearInterpolation) - - @testset "HydroOptimizer" begin - # build optimizer - hydro_opt = HydroModels.HydroOptimizer(component=model, maxiters=100) - lb_list = [0.0, 100.0, 10.0, 0.0, 0.0, -3.0] - ub_list = [0.1, 2000.0, 50.0, 5.0, 3.0, 0.0] - config = (solver=HydroModels.ODESolver(), interp=LinearInterpolation) - opt_params, loss_df = hydro_opt([input], [output], tunable_pas=tunable_pas, const_pas=const_pas, config=[config], lb=lb_list, ub=ub_list, return_loss_df=true) - end - - @testset "GradOptimizer" begin - config = (solver=HydroModels.ODESolver(sensealg=InterpolatingAdjoint(autodiff=true)), interp=LinearInterpolation) - grad_opt = HydroModels.GradOptimizer(component=model, maxiters=100) - opt_params, loss_df = grad_opt([input], [output], tunable_pas=tunable_pas, const_pas=const_pas, config=[config], return_loss_df=true) - end - - @testset "BatchOptimizer" begin - config = (solver=HydroModels.ODESolver(sensealg=InterpolatingAdjoint(autodiff=ZygoteVJP())), interp=LinearInterpolation) - batch_opt = HydroModels.BatchOptimizer(component=model, maxiters=100, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote()) - opt_pas, loss_df = batch_opt( - fill(input, 5), fill(output, 5), - tunable_pas=tunable_pas, - const_pas=const_pas, config=fill(config, 5), - return_loss_df=true - ) - end -end - - -@testset "optimize m50" begin - step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - - #! parameters in the Exp-Hydro model - @parameters Tmin Tmax Df Smax f Qmax - #! parameters in normalize flux - @parameters snowpack_std snowpack_mean - @parameters soilwater_std soilwater_mean - @parameters prcp_std prcp_mean - @parameters temp_std temp_mean - - #! hydrological flux in the Exp-Hydro model - @variables prcp temp lday pet rainfall snowfall - @variables snowpack soilwater lday pet - @variables melt log_evap_div_lday log_flow - @variables norm_snw norm_slw norm_temp norm_prcp - - #! define the snow pack reservoir - snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - - #! define the ET NN and Q NN - ep_nn = Lux.Chain( - Lux.Dense(3 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:epnn - ) - ep_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), ep_nn)))) - q_nn = Lux.Chain( - Lux.Dense(2 => 16, tanh), - Lux.Dense(16 => 16, leakyrelu), - Lux.Dense(16 => 1, leakyrelu), - name=:qnn - ) - q_nn_params = Vector(ComponentVector(first(Lux.setup(StableRNGs.LehmerRNG(1234), q_nn)))) - - #! get init parameters for each NN - ep_nn_flux = NeuralFlux([norm_snw, norm_slw, norm_temp] => [log_evap_div_lday], ep_nn) - q_nn_flux = NeuralFlux([norm_slw, norm_prcp] => [log_flow], q_nn) - - #! define the soil water reservoir - soil_funcs = [ - #* normalize - HydroFlux([snowpack, soilwater, prcp, temp] => [norm_snw, norm_slw, norm_prcp, norm_temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean, snowpack_std, soilwater_std, prcp_std, temp_std], - exprs=[(var - mean) / std for (var, mean, std) in zip([snowpack, soilwater, prcp, temp], - [snowpack_mean, soilwater_mean, prcp_mean, temp_mean], - [snowpack_std, soilwater_std, prcp_std, temp_std] - )]), - ep_nn_flux, - q_nn_flux, - ] - - state_expr = rainfall + melt - step_func(soilwater) * lday * log_evap_div_lday - step_func(soilwater) * exp(log_flow) - soil_dfuncs = [StateFlux([soilwater, rainfall, melt, lday, log_evap_div_lday, log_flow], soilwater, Num[], expr=state_expr)] - soil_ele = HydroBucket(name=:m50_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - #! define the Exp-Hydro model - m50_model = HydroModel(name=:m50, components=[snow_ele, soil_ele]) - - # load data - data = CSV.read("data/exphydro/01013500.csv", DataFrame) - # predefine the parameters - f, Smax, Qmax, Df, Tmax, Tmin = 0.01674478, 1709.461015, 18.46996175, 2.674548848, 0.175739196, -2.092959084 - # load data - file_path = "data/m50/01013500.csv" - data = CSV.File(file_path) - df = DataFrame(data) - ts = collect(1:10000) - # cols: Baseflow,Evap,Flow,Infiltration,Lday,Melt,Pet,Prcp,Rainfall,Snowfall,Surfaceflow,Temp,SoilWater,SnowWater - lday_vec = df[ts, "Lday"] - prcp_vec = df[ts, "Prcp"] - temp_vec = df[ts, "Temp"] - flow_vec = df[ts, "Flow"] - - log_flow_vec = log.(flow_vec) - log_evap_div_lday_vec = log.(df[ts, "Evap"] ./ lday_vec) - norm_prcp_vec = (prcp_vec .- mean(prcp_vec)) ./ std(prcp_vec) - norm_temp_vec = (temp_vec .- mean(temp_vec)) ./ std(temp_vec) - norm_snw_vec = (df[ts, "SnowWater"] .- mean(df[ts, "SnowWater"])) ./ std(df[ts, "SnowWater"]) - norm_slw_vec = (df[ts, "SoilWater"] .- mean(df[ts, "SoilWater"])) ./ std(df[ts, "SoilWater"]) - nn_input = (norm_snw=norm_snw_vec, norm_slw=norm_slw_vec, norm_temp=norm_temp_vec, norm_prcp=norm_prcp_vec) - - @testset "ep_nn" begin - ep_grad_opt = HydroModels.GradOptimizer(component=ep_nn_flux, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=1000) - ep_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(ep_nn_flux)]))') - ep_output = (log_evap_div_lday=log_evap_div_lday_vec,) - - ep_opt_params, epnn_loss_df = ep_grad_opt( - [ep_input_matrix], [ep_output], - tunable_pas=ComponentVector(nn=(epnn=ep_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true - ) - end - - @testset "q_nn" begin - q_grad_opt = HydroModels.GradOptimizer(component=q_nn_flux, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=1000) - q_input_matrix = Matrix(reduce(hcat, collect(nn_input[HydroModels.get_input_names(q_nn_flux)]))') - q_output = (log_flow=log_flow_vec,) - - q_opt_params, qnn_loss_df = q_grad_opt( - [q_input_matrix], [q_output], - tunable_pas=ComponentVector(nn=(qnn=q_nn_params,)), - const_pas=ComponentVector(), - return_loss_df=true - ) - end - - @testset "m50" begin - m50_opt = HydroModels.GradOptimizer(component=m50_model, solve_alg=Adam(1e-2), adtype=Optimization.AutoZygote(), maxiters=100) - config = (solver=HydroModels.ODESolver(sensealg=BacksolveAdjoint(autodiff=ZygoteVJP())), interp=LinearInterpolation) - norm_pas = ComponentVector( - snowpack_mean=mean(norm_snw_vec), soilwater_mean=mean(norm_slw_vec), prcp_mean=mean(norm_prcp_vec), temp_mean=mean(norm_temp_vec), - snowpack_std=std(norm_snw_vec), soilwater_std=std(norm_slw_vec), prcp_std=std(norm_prcp_vec), temp_std=std(norm_temp_vec) - ) - m50_const_pas = ComponentVector( - initstates=ComponentVector(snowpack=0.0, soilwater=1300.0), - params=ComponentVector(Tmin=Tmin, Tmax=Tmax, Df=Df; norm_pas...) - ) - m50_tunable_pas = ComponentVector( - nn=ComponentVector(epnn=ep_nn_params, qnn=q_nn_params) - ) - m50_input = (prcp=prcp_vec, lday=lday_vec, temp=temp_vec) - m50_opt_params, m50_loss_df = m50_opt( - [m50_input], [q_output], - tunable_pas=m50_tunable_pas, - const_pas=m50_const_pas, - config=[config], - return_loss_df=true - ) - end -end diff --git a/test/run_route.jl b/test/run_route.jl deleted file mode 100644 index 48f2ca0..0000000 --- a/test/run_route.jl +++ /dev/null @@ -1,83 +0,0 @@ -@testset "test grid route based on discharge route flux" begin - @variables q1 q1_routed s_river - @parameters lag - flwdir = [1 4 8; 1 4 4; 1 1 2] - positions = [[1, 1], [1, 2], [1, 3], [2, 1], [2, 2], [2, 3], [3, 1], [3, 2], [3, 3]] - - ndtypes = [:ntype1, :ntype2, :ntype3] - hrunames = [:nid1, :nid2, :nid3, :nid4, :nid5, :nid6, :nid7, :nid8, :nid9] - rflux = HydroModels.HydroFlux([q1, s_river] => [q1_routed], [lag], exprs=[s_river / (1 + lag) + q1]) - @test HydroModels.get_input_names(rflux) == [:q1, :s_river] - @test HydroModels.get_output_names(rflux) == [:q1_routed] - @test HydroModels.get_param_names(rflux) == [:lag] - params = ComponentVector(NamedTuple{Tuple(ndtypes)}([(lag=0.2,) for _ in eachindex(ndtypes)])) - initstates = ComponentVector(NamedTuple{Tuple(hrunames)}([(s_river=0.1,) for _ in eachindex(hrunames)])) - pas = ComponentVector(; params, initstates) - route = HydroModels.GridRoute(rfunc=rflux, rstate=s_river, flwdir=flwdir, positions=positions) - @test HydroModels.get_input_names(route) == [:q1] - @test HydroModels.get_output_names(route) == [:q1_routed] - @test HydroModels.get_param_names(route) == [:lag] - @test HydroModels.get_state_names(route) == [:s_river] - - input_arr = ones(1, 9, 20) - timeidx = collect(1:20) - node_types = [:ntype1, :ntype2, :ntype3, :ntype2, :ntype1, :ntype2, :ntype3, :ntype1, :ntype3] - config = (solver=HydroModels.ODESolver(saveat=timeidx), interp=LinearInterpolation, ptypes=node_types, stypes=hrunames, timeidx=timeidx) - output_arr = route(input_arr, pas, config=config) - @test size(output_arr) == size(ones(2, 9, 20)) -end - -@testset "test vector route based on discharge route flux" begin - @variables q1 q1_routed s_river - @parameters lag - rflux = HydroModels.HydroFlux([q1, s_river] => [q1_routed], [lag], exprs=[s_river / (1 + lag) + q1]) - - network = DiGraph(9) - add_edge!(network, 1, 2) - add_edge!(network, 2, 5) - add_edge!(network, 3, 5) - add_edge!(network, 4, 5) - add_edge!(network, 5, 8) - add_edge!(network, 6, 9) - add_edge!(network, 7, 8) - add_edge!(network, 8, 9) - - ndtypes = [:ntype1, :ntype2, :ntype3] - hrunames = [:nid1, :nid2, :nid3, :nid4, :nid5, :nid6, :nid7, :nid8, :nid9] - params = ComponentVector(NamedTuple{Tuple(ndtypes)}([(lag=0.2,) for _ in eachindex(ndtypes)])) - initstates = ComponentVector(NamedTuple{Tuple(hrunames)}([(s_river=0.0,) for _ in eachindex(hrunames)])) - pas = ComponentVector(; params, initstates) - vroute = HydroModels.VectorRoute(rfunc=rflux, rstate=s_river, network=network) - # 24 * 3600 / (10.0 * 1e6) * 1e3 - input_arr = ones(1, 9, 20) - timeidx = collect(1:20) - ptypes = [:ntype1, :ntype2, :ntype3, :ntype2, :ntype1, :ntype2, :ntype3, :ntype1, :ntype3] - sol_2 = vroute(input_arr, pas, config=(timeidx=timeidx, ptypes=ptypes, stypes=hrunames, solver=HydroModels.DiscreteSolver())) - @test size(sol_2) == size(ones(2, 9, 20)) -end - -@testset "test rapid route based on muskingum route flux" begin - @variables q q_routed - - network = DiGraph(9) - add_edge!(network, 1, 2) - add_edge!(network, 2, 5) - add_edge!(network, 3, 5) - add_edge!(network, 4, 5) - add_edge!(network, 5, 8) - add_edge!(network, 6, 9) - add_edge!(network, 7, 8) - add_edge!(network, 8, 9) - - ndtypes = [:ntype1, :ntype2, :ntype3] - params = ComponentVector(NamedTuple{Tuple(ndtypes)}([(k=2.0, x=0.2) for _ in eachindex(ndtypes)])) - initstates = ComponentVector(NamedTuple{Tuple(ndtypes)}([(s_river=0.0,) for _ in eachindex(ndtypes)])) - pas = ComponentVector(; params, initstates) - vroute = HydroModels.RapidRoute([q]=>[q_routed], network=network) - # 24 * 3600 / (10.0 * 1e6) * 1e3 - input_arr = ones(1, 9, 20) - timeidx = collect(1:20) - ptypes = [:ntype1, :ntype2, :ntype3, :ntype2, :ntype1, :ntype2, :ntype3, :ntype1, :ntype3] - sol_2 = vroute(input_arr, pas, config=(timeidx=timeidx, ptypes=ptypes, solver=HydroModels.DiscreteSolver())) - @test size(sol_2) == size(ones(1, 9, 20)) -end diff --git a/test/run_sort.jl b/test/run_sort.jl deleted file mode 100644 index e9e3586..0000000 --- a/test/run_sort.jl +++ /dev/null @@ -1,35 +0,0 @@ -@testset "test flux sort function" begin - @variables a b c d e f - @parameters p1 p2 p3 p4 - - flux_1 = HydroModels.SimpleFlux([a, b] => [c, d], [p1, p2], exprs=[a * p1 + p2, b * p2 + p1]) - flux_2 = HydroModels.SimpleFlux([a, c] => [e], [p3], exprs=[a * p3 + c]) - flux_3 = HydroModels.SimpleFlux([e, d] => [f], exprs=[e + d]) - sorted_fluxes = HydroModels.sort_fluxes([flux_2, flux_3, flux_1]) - @test sorted_fluxes == [flux_1, flux_2, flux_3] -end - -@test "test sort components" begin - @variables temp lday pet prcp snowfall rainfall snowpack melt - @parameters Tmin Tmax Df - name = :test - snow_fluxes = [ - SimpleFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - SimpleFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - SimpleFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfluxes = [StateFlux([snowfall] => [melt], snowpack),] - snow_bucket = HydroBucket(Symbol(name, :_surface), funcs=snow_fluxes, dfuncs=snow_dfluxes) - - @variables soilwater pet evap baseflow surfaceflow flow rainfall melt - @parameters Smax Qmax f - soil_fluxes = [ - SimpleFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - SimpleFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - SimpleFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - ] - soil_dfluxes = [StateFlux([rainfall, melt] => [evap, baseflow, surfaceflow], soilwater)] - soil_bucket = HydroBucket(Symbol(name, :_soil), funcs=soil_fluxes, dfuncs=soil_dfluxes) - flow_flux = SimpleFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]) - sorted_fluxes = HydroModels.sort_components([flow_flux, soil_bucket, snow_bucket]) -end \ No newline at end of file diff --git a/test/run_spatial_model.jl b/test/run_spatial_model.jl deleted file mode 100644 index 8c9c7c9..0000000 --- a/test/run_spatial_model.jl +++ /dev/null @@ -1,142 +0,0 @@ -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -UnitHydrograph = HydroModels.UnitHydrograph -NeuralFlux = HydroModels.NeuralFlux -step_func(x) = (tanh(5.0 * x) + 1.0) * 0.5 - -@testset "test grid route hydro model (multiple hydrology nodes based on exp-hydro)" begin - @parameters Tmin Tmax Df Smax f Qmax area_coef lag - @variables prcp temp lday pet snowpack soilwater rainfall snowfall evap melt baseflow surfaceflow flow q q_routed s_river - - #! load data - ts = collect(1:100) - df = DataFrame(CSV.File("data/exphydro/01013500.csv")) - input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) - input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') - - initstates = ComponentVector(snowpack=0.0, soilwater=1303.00, s_river=0.0) - params = ComponentVector(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09, lag=0.2, area_coef=1.0) - pas = ComponentVector(initstates=initstates, params=params) - - #! define the snow pack reservoir - snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - - #! define the soil water reservoir - soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), - ] - soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] - soil_ele = HydroBucket(name=:exphydro_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - - convertflux = HydroModels.HydroFlux([flow] => [q], [area_coef], exprs=[flow * area_coef]) - - #! define the routing method - flwdir = [1 4 8; 1 4 4; 1 1 2] - positions = [[1, 1], [1, 2], [1, 3], [2, 1], [2, 2], [2, 3], [3, 1], [3, 2], [3, 3]] - node_names = [Symbol(:node_, i) for i in 1:9] - rflux = HydroModels.HydroFlux([q, s_river] => [q_routed], [lag], exprs=[s_river / (1 + lag) + q]) - route = HydroModels.GridRoute(rfunc=rflux, rstate=s_river, flwdir=flwdir, positions=positions) - discharge_route = HydroModels.GridRoute(name=:exphydro_routed, rfunc=rflux, rstate=s_river, flwdir=flwdir, positions=positions) - #! define the Exp-Hydro model - model = HydroModel(name=:exphydro, components=[snow_ele, soil_ele, convertflux, discharge_route]) - - @test Set(HydroModels.get_input_names(model)) == Set([:temp, :lday, :prcp]) - @test Set(HydroModels.get_param_names(model)) == Set([:Tmin, :Tmax, :Df, :Smax, :f, :Qmax, :lag, :area_coef]) - @test Set(HydroModels.get_state_names(model)) == Set([:snowpack, :soilwater, :s_river]) - @test Set(HydroModels.get_output_names(model)) == Set([:pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :flow, :q, :q_routed]) - @test Set(reduce(union, HydroModels.get_var_names(model))) == Set([:temp, :lday, :prcp, :pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :flow, :snowpack, :soilwater, :s_river, :q, :q_routed]) - - input_ntp_vec = repeat([input_ntp], 9) - node_names = [Symbol(:node_, i) for i in 1:9] - node_params = NamedTuple{Tuple(node_names)}(repeat([params], 9)) - node_initstates = NamedTuple{Tuple(node_names)}(repeat([initstates], 9)) - node_pas = ComponentVector(params=node_params, initstates=node_initstates) - - config = (timeidx=ts, ptypes=node_names) - result_mat_vec = model(input_ntp_vec, node_pas, config=config) - @test size(result_mat_vec) == (length(reduce(union, HydroModels.get_var_names(model))), length(input_ntp_vec), length(ts)) -end - -@testset "test vector route hydro model (spatial hydrology model based on vector route and exp-hydro)" begin - @parameters Tmin Tmax Df Smax f Qmax - @variables prcp temp lday pet snowpack soilwater rainfall snowfall evap melt baseflow surfaceflow flow flow_routed - - #! load data - ts = collect(1:100) - df = DataFrame(CSV.File("data/exphydro/01013500.csv")) - input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) - input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') - - initstates = ComponentVector(snowpack=0.0, soilwater=1303.00, s_river=0.0) - params = ComponentVector(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09, lag=0.2, k=0.5, x=0.2, area_coef=1.0) - pas = ComponentVector(initstates=initstates, params=params) - - #! define the snow pack reservoir - snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), - ] - snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] - snow_ele = HydroBucket(name=:exphydro_snow, funcs=snow_funcs, dfuncs=snow_dfuncs) - - #! define the soil water reservoir - soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), - ] - soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] - soil_ele = HydroBucket(name=:exphydro_soil, funcs=soil_funcs, dfuncs=soil_dfuncs) - - #! define the routing method - network = DiGraph(9) - add_edge!(network, 1, 2) - add_edge!(network, 2, 5) - add_edge!(network, 3, 5) - add_edge!(network, 4, 5) - add_edge!(network, 5, 8) - add_edge!(network, 6, 9) - add_edge!(network, 7, 8) - add_edge!(network, 8, 9) - - @variables q q_routed s_river - @parameters area_coef lag - - convertflux = HydroModels.HydroFlux([flow] => [q], [area_coef], exprs=[flow * area_coef]) - node_names = [Symbol(:node_, i) for i in 1:9] - rflux = HydroModels.HydroFlux([q, s_river] => [q_routed], [lag], exprs=[s_river / (1 + lag) + q]) - discharge_route = HydroModels.VectorRoute(name=:exphydro_routed, rfunc=rflux, rstate=s_river, network=network) - - #! define the Exp-Hydro model - model = HydroModel(name=:exphydro, components=[snow_ele, soil_ele, convertflux, discharge_route]) - - @test Set(HydroModels.get_input_names(model)) == Set([:temp, :lday, :prcp]) - @test Set(HydroModels.get_param_names(model)) == Set([:Tmin, :Tmax, :Df, :Smax, :f, :Qmax, :lag, :area_coef]) - @test Set(HydroModels.get_state_names(model)) == Set([:snowpack, :soilwater, :s_river]) - @test Set(HydroModels.get_output_names(model)) == Set([:pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :flow, :q, :q_routed]) - @test Set(reduce(union, HydroModels.get_var_names(model))) == Set( - [:temp, :lday, :prcp, :pet, :snowfall, :rainfall, :melt, :evap, :baseflow, :surfaceflow, :s_river, :flow, :snowpack, :soilwater, :q, :q_routed] - ) - - input_ntp_vec = repeat([input_ntp], 9) - node_params = NamedTuple{Tuple(node_names)}(repeat([params], 9)) - node_initstates = NamedTuple{Tuple(node_names)}(repeat([initstates], 9)) - node_pas = ComponentVector(params=node_params, initstates=node_initstates) - - config = (timeidx=ts, ptypes=node_names) - result_mat_vec = model(input_ntp_vec, node_pas, config=config, convert_to_ntp=false) - @test size(result_mat_vec) == (length(reduce(union, HydroModels.get_var_names(model))), length(input_ntp_vec), length(ts)) -end diff --git a/test/run_uh.jl b/test/run_uh.jl deleted file mode 100644 index 41c098b..0000000 --- a/test/run_uh.jl +++ /dev/null @@ -1,36 +0,0 @@ -@testset "test unit hydro flux" begin - # Define the variables and parameters - @variables q1 q1_routed - @parameters x1 - # Define a unit hydrograph function - uh_func = HydroModels.UHFunction(:UH_1_HALF) - # Create a UnitHydroRouteFlux object - # Input: q1 (flow) - # Parameter: x1 (routing parameter) - # Using uh_1_half as the unit hydrograph function - # Solve type: unithydro1 (convolution method) - uh1 = HydroModels.UnitHydrograph(q1, q1_routed, x1, uhfunc=uh_func, solvetype=:DISCRETE) - uh2 = HydroModels.UnitHydrograph(q1, q1_routed, x1, uhfunc=uh_func, solvetype=:SPARSE) - # Test the input names of the router - @test HydroModels.get_input_names(uh1) == HydroModels.get_input_names(uh2) == [:q1] - # Test the parameter names of the router - @test HydroModels.get_param_names(uh1) == HydroModels.get_param_names(uh2) == [:x1] - # Test the output names of the router - @test HydroModels.get_output_names(uh1) == HydroModels.get_output_names(uh2) == [:q1_routed] - # Test the routing function with sample input - input_flow = Float32[2 3 4 2 3 1] - params = ComponentVector(params=(x1=3.5,)) - expected_output = [0.0899066 0.643448 2.3442 3.20934 3.44646 2.20934] - # [0.08726897695099571 0.5373023715895905 1.6508571480656808 2.839759323622619 3.2301609643779736 2.7991762465729138] - @test uh1(input_flow, params) ≈ expected_output atol = 1e-3 - @test uh2(input_flow, params) ≈ expected_output atol = 1e-3 - # test with multiple nodes - input_arr = permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), input_flow for _ in 1:10), (1, 3, 2)) - ndtypes = [Symbol("node_$i") for i in 1:10] - node_params = NamedTuple{Tuple(ndtypes)}(repeat([(x1=3.5,)], 10)) - node_initstates = NamedTuple{Tuple(ndtypes)}(repeat([NamedTuple()], 10)) - input_pas = ComponentVector(params=node_params, initstates=node_initstates) - - @test uh1(input_arr, input_pas, ptypes=ndtypes) ≈ permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), expected_output for _ in 1:10), (1, 3, 2)) atol = 1e-3 - @test uh2(input_arr, input_pas, ptypes=ndtypes) ≈ permutedims(reduce((m1, m2) -> cat(m1, m2, dims=3), expected_output for _ in 1:10), (1, 3, 2)) atol = 1e-3 -end \ No newline at end of file diff --git a/test/run_wrapper.jl b/test/run_wrapper.jl deleted file mode 100644 index 0b06c94..0000000 --- a/test/run_wrapper.jl +++ /dev/null @@ -1,72 +0,0 @@ -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -RecordComponentState = HydroModels.RecordComponentState -EstimateComponentParams = HydroModels.EstimateComponentParams - -@parameters Tmin Tmax Df Smax f Qmax -@variables prcp temp lday pet snowpack soilwater rainfall snowfall evap melt baseflow surfaceflow flow - -#! load data -ts = collect(1:100) -df = DataFrame(CSV.File("data/exphydro/01013500.csv")) -input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') - -initstates = ComponentVector(snowpack=0.0, soilwater=1303.00) -params = ComponentVector(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09) -pas = ComponentVector(initstates=initstates, params=params) - -#! define the snow pack reservoir -snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] -snow_ele = HydroBucket(funcs=snow_funcs, dfuncs=snow_dfuncs) - -#! define the soil water reservoir -soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), -] -soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] -soil_ele = HydroBucket(funcs=soil_funcs, dfuncs=soil_dfuncs) - -#! define the Exp-Hydro model -model = HydroModel(name=:exphydro, components=[snow_ele, soil_ele]) - -@testset "RecordComponentState wrapper" begin - wrapper = RecordComponentState(model, initstates) - for i in 1:10 - println(wrapper.states) - output1 = wrapper(input, pas) - end -end - -@testset "EstimateComponentParams wrapper" begin - @parameters S0 Q0 ks kq - - est_func1 = HydroFlux([S0] => [Smax, Df], [ks], exprs=[step_func(S0) * S0 * ks, ks * 2.674]) - est_func2 = HydroFlux([Q0] => [Qmax], [kq], exprs=[step_func(Q0) * Q0 * kq]) - est_func1.func - wrapper1 = EstimateComponentParams(model, [est_func1, est_func2]) - # @test Set(get_param_names(wrapper1.component)) == Set([:Tmin, :Tmax, :Df, :f, :S0, :Q0, :ks, :kq]) - new_params = ComponentVector(f=0.0167, Df=0.0, Tmax=0.17, Tmin=-2.09, S0=1709.46, Q0=18.47, ks=1.0, kq=1.0, Smax=0.0, Qmax=0.0) - new_pas = ComponentVector(params=new_params, initstates=initstates) - output = wrapper1(input, new_pas) - - pkeys = [:ptype1, :ptype2, :ptype3] - ptypes = [:ptype1, :ptype2, :ptype3, :ptype1, :ptype2, :ptype3, :ptype1, :ptype2, :ptype3, :ptype1] - stypes = [Symbol("hru_$i") for i in 1:10] - wrapper2 = EstimateComponentParams(model, [est_func1, est_func2], pkeys) - multi_input = fill(input_ntp, 10) - multi_pas = ComponentVector(params=NamedTuple{Tuple(pkeys)}(fill(new_params, 3)), initstates=NamedTuple{Tuple(stypes)}(fill(initstates, 10))) - cfg = (ptypes=ptypes, stypes=stypes) - output = wrapper2(multi_input, multi_pas, config=cfg) -end diff --git a/test/run_wrapperv2.jl b/test/run_wrapperv2.jl deleted file mode 100644 index f199748..0000000 --- a/test/run_wrapperv2.jl +++ /dev/null @@ -1,71 +0,0 @@ -using CSV -using DataFrames -using ComponentArrays -using BenchmarkTools -using NamedTupleTools -using DataInterpolations - - -include("../src/HydroModels.jl") - -HydroFlux = HydroModels.HydroFlux -StateFlux = HydroModels.StateFlux -NeuralFlux = HydroModels.NeuralFlux -HydroBucket = HydroModels.HydroBucket -HydroModel = HydroModels.HydroModel -EstimateComponentParams = HydroModels.EstimateComponentParams - -@parameters Tmin Tmax Df Smax f Qmax -@variables prcp temp lday pet snowpack soilwater rainfall snowfall evap melt baseflow surfaceflow flow - -#! load data -ts = collect(1:100) -df = DataFrame(CSV.File("data/exphydro/01013500.csv")) -input_ntp = (lday=df[ts, "dayl(day)"], temp=df[ts, "tmean(C)"], prcp=df[ts, "prcp(mm/day)"]) -input = Matrix(reduce(hcat, collect(input_ntp[[:temp, :lday, :prcp]]))') - -initstates = ComponentVector(snowpack=0.0, soilwater=1303.00) -params = ComponentVector(f=0.0167, Smax=1709.46, Qmax=18.47, Df=2.674, Tmax=0.17, Tmin=-2.09) -pas = ComponentVector(initstates=initstates, params=params) - -#! define the snow pack reservoir -snow_funcs = [ - HydroFlux([temp, lday] => [pet], exprs=[29.8 * lday * 24 * 0.611 * exp((17.3 * temp) / (temp + 237.3)) / (temp + 273.2)]), - HydroFlux([prcp, temp] => [snowfall, rainfall], [Tmin], exprs=[step_func(Tmin - temp) * prcp, step_func(temp - Tmin) * prcp]), - HydroFlux([snowpack, temp] => [melt], [Tmax, Df], exprs=[step_func(temp - Tmax) * step_func(snowpack) * min(snowpack, Df * (temp - Tmax))]), -] -snow_dfuncs = [StateFlux([snowfall] => [melt], snowpack)] -snow_ele = HydroBucket(funcs=snow_funcs, dfuncs=snow_dfuncs) - -#! define the soil water reservoir -soil_funcs = [ - HydroFlux([soilwater, pet] => [evap], [Smax], exprs=[step_func(soilwater) * pet * min(1.0, soilwater / Smax)]), - HydroFlux([soilwater] => [baseflow], [Smax, Qmax, f], exprs=[step_func(soilwater) * Qmax * exp(-f * (max(0.0, Smax - soilwater)))]), - HydroFlux([soilwater] => [surfaceflow], [Smax], exprs=[max(0.0, soilwater - Smax)]), - HydroFlux([baseflow, surfaceflow] => [flow], exprs=[baseflow + surfaceflow]), -] -soil_dfuncs = [StateFlux([rainfall, melt] => [evap, flow], soilwater)] -soil_ele = HydroBucket(funcs=soil_funcs, dfuncs=soil_dfuncs) - -#! define the Exp-Hydro model -model = HydroModel(name=:exphydro, components=[snow_ele, soil_ele]) - -@parameters S0 Q0 ks kq - -est_func1 = HydroFlux([S0] => [Smax, Df], [ks], exprs=[step_func(S0) * S0 * ks, ks * 2.674]) -est_func2 = HydroFlux([Q0] => [Qmax], [kq], exprs=[step_func(Q0) * Q0 * kq]) -est_func1.func -wrapper1 = EstimateComponentParams(model, [est_func1, est_func2]) -# @test Set(get_param_names(wrapper1.component)) == Set([:Tmin, :Tmax, :Df, :f, :S0, :Q0, :ks, :kq]) -new_params = ComponentVector(f=0.0167, Df=2.674, Tmax=0.17, Tmin=-2.09, Smax=1709.46, Qmax=18.47) -new_pas = ComponentVector(params=new_params, initstates=initstates) -# output = wrapper1(input, new_pas) - -pkeys = [:ptype1, :ptype2, :ptype3] -ptypes = [:ptype1, :ptype2, :ptype3, :ptype1, :ptype2, :ptype3, :ptype1, :ptype2, :ptype3, :ptype1] -stypes = [Symbol("hru_$i") for i in 1:10] -wrapper2 = EstimateComponentParams(model, [est_func1, est_func2], pkeys) -multi_input = fill(input_ntp, 10) -multi_pas = ComponentVector(params=NamedTuple{Tuple(pkeys)}(fill(new_params, 3)), initstates=NamedTuple{Tuple(stypes)}(fill(initstates, 10))) - -wrapper = ComputeComponentOutlet(model, ) \ No newline at end of file diff --git a/test/runtests.jl b/test/runtests.jl deleted file mode 100644 index 0168cec..0000000 --- a/test/runtests.jl +++ /dev/null @@ -1,26 +0,0 @@ -using Aqua -using CSV -using DataFrames -using Lux -using Test -using ModelingToolkit -using Symbolics -using LuxCore -using StableRNGs -using ComponentArrays -using DataInterpolations -using OrdinaryDiffEq -using Statistics -using Graphs -# using HydroModels -include("../src/HydroModels.jl") - -@testset "HydroModels.jl" begin - # include("run_flux.jl") # test pass - # include("run_bucket.jl") - # include("run_uh.jl") - # include("run_route.jl") - # include("run_lumped_model.jl") - include("run_spatial_model.jl") - # Aqua.test_all(LumpedHydro; ambiguities = false) -end \ No newline at end of file