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_toc.yml
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/
_toc.yml
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format: jb-book
root: intro
parts:
- caption: Getting Started
chapters:
- file: code-preliminaries
- file: code-basics
- file: workflow-basics
- file: code-where
- caption: Essential Data
chapters:
- file: data-analysis-quickstart
- file: data-intro
- file: data-transformation
- file: data-read-and-write
- file: data-numbers
- file: data-categorical
- file: data-spreadsheets
- caption: Essential Coding
chapters:
- file: code-best-practice
- file: code-advanced
- file: code-advcd-best-practice
- caption: Essential Data Visualisation
chapters:
- file: vis-intro
- file: vis-letsplot
- file: vis-matplotlib
- file: vis-common-plots
- caption: Essential Workflow
chapters:
- file: auto-research-outputs
- file: wrkflow-markdown
- file: wrkflow-command-line
- file: wrkflow-version-control
- caption: Econometrics
chapters:
- file: econmt-probability-random
- file: econmt-statistics
- file: econmt-regression
- file: econmt-generalised-models
- file: econmt-diagnostics
- file: econmt-causal-inference
- file: econmt-bayesian
- file: econmt-bayes-bambi
- caption: Data
chapters:
- file: data-boolean
- file: data-joining-data
- file: data-missing-values
- file: data-exploratory-analysis
- file: data-extraction
- file: data-databases
- file: data-advanced
- file: data-sharing
- caption: Coding
chapters:
- file: code-further-advanced
- caption: Data Visualisation
chapters:
- file: vis-narrative
- file: vis-tables
- file: vis-dashboards
- file: vis-animation
- caption: Workflow
chapters:
- file: wrkflow-quarto
- file: wrkflow-environments
- file: wrkflow-rap
- caption: Time
chapters:
- file: time-intro
- file: time-series
- file: time-fcasts-env
# - file: time-nowcasting
- caption: Text Analysis
chapters:
- file: text-intro
- file: text-regex
- file: text-nlp
- caption: Machine Learning
chapters:
- file: ml-intro
- file: ml-sup
- file: ml-data
- file: ml-unsup
# - caption: Automation
# chapters:
# - file: auto-office
- caption: Geospatial
chapters:
- file: geo-intro
- file: geo-vis
- caption: Mathematics
chapters:
- file: maths-abstract
- file: maths-numerical
- caption: Craft
chapters:
- file: craft-intro
- file: craft-search
- file: craft-generating-ideas
- file: craft-writing-papers
- file: craft-research-blogs
- file: craft-referee
- file: craft-technical-reports
- file: craft-extended-abstracts
- caption: Further Data Visualisation
chapters:
- file: vis-plotnine
- file: vis-seaborn
- caption: Coming from ...
chapters:
- file: coming-from-stata
- file: coming-from-matlab
- file: coming-from-r
- file: coming-from-excel
- caption: End Matter
chapters:
- file: contributing
- file: zreferences