ML_Final_Project_Model_RNN.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "pZdpzMLTsO4n"
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import datetime\n",
    "\n",
    "import IPython\n",
    "import IPython.display\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import tensorflow as tf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Downloading the Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "QOU7BGNSsO4r",
    "outputId": "2b0ff4e8-efd9-4ac6-e5e5-e3bfea5cfca2"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>total_cases</th>\n",
       "      <th>new_cases</th>\n",
       "      <th>new_cases_smoothed</th>\n",
       "      <th>total_deaths</th>\n",
       "      <th>new_deaths</th>\n",
       "      <th>new_deaths_smoothed</th>\n",
       "      <th>total_cases_per_million</th>\n",
       "      <th>new_cases_per_million</th>\n",
       "      <th>new_cases_smoothed_per_million</th>\n",
       "      <th>...</th>\n",
       "      <th>extreme_poverty</th>\n",
       "      <th>cardiovasc_death_rate</th>\n",
       "      <th>diabetes_prevalence</th>\n",
       "      <th>female_smokers</th>\n",
       "      <th>male_smokers</th>\n",
       "      <th>handwashing_facilities</th>\n",
       "      <th>hospital_beds_per_thousand</th>\n",
       "      <th>life_expectancy</th>\n",
       "      <th>human_development_index</th>\n",
       "      <th>country_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>-0.199902</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.526424</td>\n",
       "      <td>0.300057</td>\n",
       "      <td>-0.250378</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>-0.194326</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-0.199757</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.517723</td>\n",
       "      <td>0.077947</td>\n",
       "      <td>-0.175102</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>-0.194321</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.199698</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.514243</td>\n",
       "      <td>-0.144154</td>\n",
       "      <td>-0.144996</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>-0.194298</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.498581</td>\n",
       "      <td>0.374090</td>\n",
       "      <td>-0.039625</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>-0.194298</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.498581</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.039625</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>-0.194298</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.498581</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.039625</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>-0.194243</td>\n",
       "      <td>-0.194063</td>\n",
       "      <td>-0.198855</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.460296</td>\n",
       "      <td>1.336561</td>\n",
       "      <td>0.291552</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>0.006834</td>\n",
       "      <td>-0.003050</td>\n",
       "      <td>-0.199088</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.004944</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.000985</td>\n",
       "      <td>0.006033</td>\n",
       "      <td>0.171128</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>-0.194231</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-0.199088</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.451594</td>\n",
       "      <td>0.077947</td>\n",
       "      <td>0.171128</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>-0.194231</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199146</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.451594</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>0.141011</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>-0.194218</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-0.199262</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.442893</td>\n",
       "      <td>0.077947</td>\n",
       "      <td>0.080799</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>-0.194213</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.199204</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.439413</td>\n",
       "      <td>-0.144154</td>\n",
       "      <td>0.110905</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>-0.194208</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.199146</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.435932</td>\n",
       "      <td>-0.144154</td>\n",
       "      <td>0.141011</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>-0.194208</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199786</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.435932</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.190155</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>-0.194191</td>\n",
       "      <td>-0.197013</td>\n",
       "      <td>-0.199582</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.423751</td>\n",
       "      <td>0.226023</td>\n",
       "      <td>-0.084784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>-0.194183</td>\n",
       "      <td>-0.197800</td>\n",
       "      <td>-0.199640</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.418530</td>\n",
       "      <td>-0.070120</td>\n",
       "      <td>-0.114890</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>-0.194176</td>\n",
       "      <td>-0.197800</td>\n",
       "      <td>-0.199553</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.413309</td>\n",
       "      <td>-0.070120</td>\n",
       "      <td>-0.069731</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>-0.194163</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-0.199553</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.404608</td>\n",
       "      <td>0.077947</td>\n",
       "      <td>-0.069731</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>-0.194153</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.397647</td>\n",
       "      <td>0.003914</td>\n",
       "      <td>-0.039625</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>-0.194138</td>\n",
       "      <td>-0.197210</td>\n",
       "      <td>-0.199379</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.387206</td>\n",
       "      <td>0.151989</td>\n",
       "      <td>0.020587</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>-0.194138</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199379</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.387206</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>0.020587</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>-0.194138</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199582</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.387206</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.084784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>-0.194138</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.199670</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.387206</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.129943</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>-0.194135</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.199728</td>\n",
       "      <td>-0.289721</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.385466</td>\n",
       "      <td>-0.218195</td>\n",
       "      <td>-0.160049</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>-0.194130</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.199815</td>\n",
       "      <td>-0.289721</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.381985</td>\n",
       "      <td>-0.144154</td>\n",
       "      <td>-0.205208</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>-0.194128</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.199902</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.380245</td>\n",
       "      <td>-0.218195</td>\n",
       "      <td>-0.250378</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>-0.194128</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.380245</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.340696</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>-0.194125</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.378505</td>\n",
       "      <td>-0.218195</td>\n",
       "      <td>-0.325643</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>-0.194125</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.378505</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.325643</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>-0.194125</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.378505</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.325643</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.892317</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32773</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>-0.174605</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.448739</td>\n",
       "      <td>-0.277867</td>\n",
       "      <td>-0.392043</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32774</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>-0.174605</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.198069</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.448739</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.393010</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32775</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>-0.174572</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.448576</td>\n",
       "      <td>-0.285313</td>\n",
       "      <td>-0.392043</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32776</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>-0.174530</td>\n",
       "      <td>-0.195047</td>\n",
       "      <td>-0.197924</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.448364</td>\n",
       "      <td>-0.283186</td>\n",
       "      <td>-0.392470</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32777</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>-0.174520</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>-0.197837</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.448314</td>\n",
       "      <td>-0.290103</td>\n",
       "      <td>-0.392144</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32778</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>-0.174439</td>\n",
       "      <td>-0.192097</td>\n",
       "      <td>-0.197255</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.447914</td>\n",
       "      <td>-0.275211</td>\n",
       "      <td>-0.389984</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32779</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>-0.174332</td>\n",
       "      <td>-0.189934</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.447376</td>\n",
       "      <td>-0.269361</td>\n",
       "      <td>-0.386204</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32780</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>-0.174292</td>\n",
       "      <td>-0.195243</td>\n",
       "      <td>-0.196557</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.447176</td>\n",
       "      <td>-0.283716</td>\n",
       "      <td>-0.387396</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32781</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>-0.174289</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.196527</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.447164</td>\n",
       "      <td>-0.291700</td>\n",
       "      <td>-0.387284</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32782</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>-0.174264</td>\n",
       "      <td>-0.196423</td>\n",
       "      <td>-0.196615</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.447039</td>\n",
       "      <td>-0.286909</td>\n",
       "      <td>-0.387610</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32783</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>-0.174226</td>\n",
       "      <td>-0.195440</td>\n",
       "      <td>-0.196673</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.446851</td>\n",
       "      <td>-0.284253</td>\n",
       "      <td>-0.387824</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32784</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>-0.174179</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.446614</td>\n",
       "      <td>-0.282127</td>\n",
       "      <td>-0.386204</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32785</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>-0.174129</td>\n",
       "      <td>-0.194457</td>\n",
       "      <td>-0.196586</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.446364</td>\n",
       "      <td>-0.281590</td>\n",
       "      <td>-0.387498</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32786</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>-0.174068</td>\n",
       "      <td>-0.193670</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.446064</td>\n",
       "      <td>-0.279463</td>\n",
       "      <td>-0.389556</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32787</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>-0.174041</td>\n",
       "      <td>-0.196227</td>\n",
       "      <td>-0.197284</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.445926</td>\n",
       "      <td>-0.286380</td>\n",
       "      <td>-0.390096</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32788</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>-0.173948</td>\n",
       "      <td>-0.191114</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.445464</td>\n",
       "      <td>-0.272555</td>\n",
       "      <td>-0.386204</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32789</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>-0.173918</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-0.196178</td>\n",
       "      <td>-0.269058</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.445314</td>\n",
       "      <td>-0.285850</td>\n",
       "      <td>-0.385990</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32790</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>-0.173848</td>\n",
       "      <td>-0.192883</td>\n",
       "      <td>-0.195800</td>\n",
       "      <td>-0.268968</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>-0.444964</td>\n",
       "      <td>-0.277337</td>\n",
       "      <td>-0.384584</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32791</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>-0.173778</td>\n",
       "      <td>-0.192883</td>\n",
       "      <td>-0.195538</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.444614</td>\n",
       "      <td>-0.277337</td>\n",
       "      <td>-0.383605</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32792</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>-0.173710</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-0.195335</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.444276</td>\n",
       "      <td>-0.277867</td>\n",
       "      <td>-0.382851</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32793</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>-0.173672</td>\n",
       "      <td>-0.195440</td>\n",
       "      <td>-0.195597</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.444089</td>\n",
       "      <td>-0.284253</td>\n",
       "      <td>-0.383819</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32794</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>-0.173642</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-0.195567</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.443938</td>\n",
       "      <td>-0.285850</td>\n",
       "      <td>-0.383717</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32795</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>-0.173625</td>\n",
       "      <td>-0.197013</td>\n",
       "      <td>-0.196440</td>\n",
       "      <td>-0.268610</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.443851</td>\n",
       "      <td>-0.288506</td>\n",
       "      <td>-0.386958</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32796</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>-0.173557</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-0.196004</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.182906</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.443514</td>\n",
       "      <td>-0.277867</td>\n",
       "      <td>-0.385338</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32797</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>-0.173527</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-0.196469</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.443363</td>\n",
       "      <td>-0.285850</td>\n",
       "      <td>-0.387070</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32798</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>-0.173515</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.443301</td>\n",
       "      <td>-0.289573</td>\n",
       "      <td>-0.389556</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32799</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>-0.173442</td>\n",
       "      <td>-0.192687</td>\n",
       "      <td>-0.197080</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.442939</td>\n",
       "      <td>-0.276807</td>\n",
       "      <td>-0.389343</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32800</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>-0.173409</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.442776</td>\n",
       "      <td>-0.285313</td>\n",
       "      <td>-0.389556</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32801</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>-0.173409</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.197487</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.442776</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.390850</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32802</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>-0.173379</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-0.197342</td>\n",
       "      <td>-0.268074</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.442626</td>\n",
       "      <td>-0.285850</td>\n",
       "      <td>-0.390310</td>\n",
       "      <td>...</td>\n",
       "      <td>0.500864</td>\n",
       "      <td>0.474597</td>\n",
       "      <td>-1.478607</td>\n",
       "      <td>-1.049477</td>\n",
       "      <td>-0.150829</td>\n",
       "      <td>-0.749497</td>\n",
       "      <td>-0.617704</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>32803 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               date  total_cases  new_cases  new_cases_smoothed  total_deaths  \\\n",
       "0      1.585008e+09    -0.194338  -0.196817           -0.199902      0.007391   \n",
       "1      1.585094e+09    -0.194326  -0.197407           -0.199757      0.007391   \n",
       "2      1.585181e+09    -0.194321  -0.197997           -0.199698      0.007391   \n",
       "3      1.585267e+09    -0.194298  -0.196620           -0.199495      0.007391   \n",
       "4      1.585354e+09    -0.194298  -0.198390           -0.199495      0.007391   \n",
       "5      1.585440e+09    -0.194298  -0.198390           -0.199495      0.007391   \n",
       "6      1.585526e+09    -0.194243  -0.194063           -0.198855      0.007391   \n",
       "7      1.585613e+09     0.006834  -0.003050           -0.199088      0.007391   \n",
       "8      1.585699e+09    -0.194231  -0.197407           -0.199088      0.007391   \n",
       "9      1.585786e+09    -0.194231  -0.198390           -0.199146      0.007391   \n",
       "10     1.585872e+09    -0.194218  -0.197407           -0.199262      0.007391   \n",
       "11     1.585958e+09    -0.194213  -0.197997           -0.199204      0.007391   \n",
       "12     1.586045e+09    -0.194208  -0.197997           -0.199146      0.007391   \n",
       "13     1.586131e+09    -0.194208  -0.198390           -0.199786      0.007391   \n",
       "14     1.586218e+09    -0.194191  -0.197013           -0.199582      0.007391   \n",
       "15     1.586304e+09    -0.194183  -0.197800           -0.199640      0.007391   \n",
       "16     1.586390e+09    -0.194176  -0.197800           -0.199553      0.007391   \n",
       "17     1.586477e+09    -0.194163  -0.197407           -0.199553      0.007391   \n",
       "18     1.586563e+09    -0.194153  -0.197603           -0.199495      0.007391   \n",
       "19     1.586650e+09    -0.194138  -0.197210           -0.199379      0.007391   \n",
       "20     1.586736e+09    -0.194138  -0.198390           -0.199379      0.007391   \n",
       "21     1.586822e+09    -0.194138  -0.198390           -0.199582      0.007391   \n",
       "22     1.586909e+09    -0.194138  -0.198390           -0.199670      0.007391   \n",
       "23     1.586995e+09    -0.194135  -0.198193           -0.199728     -0.289721   \n",
       "24     1.587082e+09    -0.194130  -0.197997           -0.199815     -0.289721   \n",
       "25     1.587168e+09    -0.194128  -0.198193           -0.199902     -0.289632   \n",
       "26     1.587254e+09    -0.194128  -0.198390           -0.200077     -0.289632   \n",
       "27     1.587341e+09    -0.194125  -0.198193           -0.200048     -0.289632   \n",
       "28     1.587427e+09    -0.194125  -0.198390           -0.200048     -0.289632   \n",
       "29     1.587514e+09    -0.194125  -0.198390           -0.200048     -0.289632   \n",
       "...             ...          ...        ...                 ...           ...   \n",
       "32773  1.601770e+09    -0.174605  -0.193080           -0.197808     -0.269415   \n",
       "32774  1.601856e+09    -0.174605  -0.198390           -0.198069     -0.269415   \n",
       "32775  1.601942e+09    -0.174572  -0.195833           -0.197808     -0.269415   \n",
       "32776  1.602029e+09    -0.174530  -0.195047           -0.197924     -0.269326   \n",
       "32777  1.602115e+09    -0.174520  -0.197603           -0.197837     -0.269326   \n",
       "32778  1.602202e+09    -0.174439  -0.192097           -0.197255     -0.269326   \n",
       "32779  1.602288e+09    -0.174332  -0.189934           -0.196236     -0.269326   \n",
       "32780  1.602374e+09    -0.174292  -0.195243           -0.196557     -0.269236   \n",
       "32781  1.602461e+09    -0.174289  -0.198193           -0.196527     -0.269236   \n",
       "32782  1.602547e+09    -0.174264  -0.196423           -0.196615     -0.269236   \n",
       "32783  1.602634e+09    -0.174226  -0.195440           -0.196673     -0.269236   \n",
       "32784  1.602720e+09    -0.174179  -0.194653           -0.196236     -0.269147   \n",
       "32785  1.602806e+09    -0.174129  -0.194457           -0.196586     -0.269147   \n",
       "32786  1.602893e+09    -0.174068  -0.193670           -0.197138     -0.269147   \n",
       "32787  1.602979e+09    -0.174041  -0.196227           -0.197284     -0.269147   \n",
       "32788  1.603066e+09    -0.173948  -0.191114           -0.196236     -0.269147   \n",
       "32789  1.603152e+09    -0.173918  -0.196030           -0.196178     -0.269058   \n",
       "32790  1.603238e+09    -0.173848  -0.192883           -0.195800     -0.268968   \n",
       "32791  1.603325e+09    -0.173778  -0.192883           -0.195538     -0.268700   \n",
       "32792  1.603411e+09    -0.173710  -0.193080           -0.195335     -0.268700   \n",
       "32793  1.603498e+09    -0.173672  -0.195440           -0.195597     -0.268700   \n",
       "32794  1.603584e+09    -0.173642  -0.196030           -0.195567     -0.268700   \n",
       "32795  1.603670e+09    -0.173625  -0.197013           -0.196440     -0.268610   \n",
       "32796  1.603757e+09    -0.173557  -0.193080           -0.196004     -0.268163   \n",
       "32797  1.603843e+09    -0.173527  -0.196030           -0.196469     -0.268163   \n",
       "32798  1.603930e+09    -0.173515  -0.197407           -0.197138     -0.268163   \n",
       "32799  1.604016e+09    -0.173442  -0.192687           -0.197080     -0.268163   \n",
       "32800  1.604102e+09    -0.173409  -0.195833           -0.197138     -0.268163   \n",
       "32801  1.604189e+09    -0.173409  -0.198390           -0.197487     -0.268163   \n",
       "32802  1.604275e+09    -0.173379  -0.196030           -0.197342     -0.268074   \n",
       "\n",
       "       new_deaths  new_deaths_smoothed  total_cases_per_million  \\\n",
       "0       -0.226347            -0.239105                -0.526424   \n",
       "1       -0.226347            -0.239105                -0.517723   \n",
       "2       -0.226347            -0.239105                -0.514243   \n",
       "3       -0.226347            -0.239105                -0.498581   \n",
       "4       -0.226347            -0.239105                -0.498581   \n",
       "5       -0.226347            -0.239105                -0.498581   \n",
       "6       -0.226347            -0.239105                -0.460296   \n",
       "7       -0.004944            -0.239105                -0.000985   \n",
       "8       -0.226347            -0.239105                -0.451594   \n",
       "9       -0.226347            -0.239105                -0.451594   \n",
       "10      -0.226347            -0.239105                -0.442893   \n",
       "11      -0.226347            -0.239105                -0.439413   \n",
       "12      -0.226347            -0.239105                -0.435932   \n",
       "13      -0.226347            -0.239105                -0.435932   \n",
       "14      -0.226347            -0.239105                -0.423751   \n",
       "15      -0.226347            -0.239105                -0.418530   \n",
       "16      -0.226347            -0.239105                -0.413309   \n",
       "17      -0.226347            -0.239105                -0.404608   \n",
       "18      -0.226347            -0.239105                -0.397647   \n",
       "19      -0.226347            -0.239105                -0.387206   \n",
       "20      -0.226347            -0.239105                -0.387206   \n",
       "21      -0.226347            -0.239105                -0.387206   \n",
       "22      -0.226347            -0.239105                -0.387206   \n",
       "23      -0.217659            -0.237780                -0.385466   \n",
       "24      -0.226347            -0.237780                -0.381985   \n",
       "25      -0.217659            -0.236456                -0.380245   \n",
       "26      -0.226347            -0.236456                -0.380245   \n",
       "27      -0.226347            -0.236456                -0.378505   \n",
       "28      -0.226347            -0.236456                -0.378505   \n",
       "29      -0.226347            -0.236456                -0.378505   \n",
       "...           ...                  ...                      ...   \n",
       "32773   -0.226347            -0.237780                -0.448739   \n",
       "32774   -0.226347            -0.237780                -0.448739   \n",
       "32775   -0.226347            -0.239105                -0.448576   \n",
       "32776   -0.217659            -0.237780                -0.448364   \n",
       "32777   -0.226347            -0.237780                -0.448314   \n",
       "32778   -0.226347            -0.237780                -0.447914   \n",
       "32779   -0.226347            -0.237780                -0.447376   \n",
       "32780   -0.217659            -0.236456                -0.447176   \n",
       "32781   -0.226347            -0.236456                -0.447164   \n",
       "32782   -0.226347            -0.236456                -0.447039   \n",
       "32783   -0.226347            -0.237780                -0.446851   \n",
       "32784   -0.217659            -0.236456                -0.446614   \n",
       "32785   -0.226347            -0.236456                -0.446364   \n",
       "32786   -0.226347            -0.236456                -0.446064   \n",
       "32787   -0.226347            -0.237780                -0.445926   \n",
       "32788   -0.226347            -0.237780                -0.445464   \n",
       "32789   -0.217659            -0.236456                -0.445314   \n",
       "32790   -0.217659            -0.235132                -0.444964   \n",
       "32791   -0.200283            -0.232493                -0.444614   \n",
       "32792   -0.226347            -0.232493                -0.444276   \n",
       "32793   -0.226347            -0.232493                -0.444089   \n",
       "32794   -0.226347            -0.232493                -0.443938   \n",
       "32795   -0.217659            -0.231169                -0.443851   \n",
       "32796   -0.182906            -0.225872                -0.443514   \n",
       "32797   -0.226347            -0.227197                -0.443363   \n",
       "32798   -0.226347            -0.231169                -0.443301   \n",
       "32799   -0.226347            -0.231169                -0.442939   \n",
       "32800   -0.226347            -0.231169                -0.442776   \n",
       "32801   -0.226347            -0.231169                -0.442776   \n",
       "32802   -0.217659            -0.231169                -0.442626   \n",
       "\n",
       "       new_cases_per_million  new_cases_smoothed_per_million  ...  \\\n",
       "0                   0.300057                       -0.250378  ...   \n",
       "1                   0.077947                       -0.175102  ...   \n",
       "2                  -0.144154                       -0.144996  ...   \n",
       "3                   0.374090                       -0.039625  ...   \n",
       "4                  -0.292229                       -0.039625  ...   \n",
       "5                  -0.292229                       -0.039625  ...   \n",
       "6                   1.336561                        0.291552  ...   \n",
       "7                   0.006033                        0.171128  ...   \n",
       "8                   0.077947                        0.171128  ...   \n",
       "9                  -0.292229                        0.141011  ...   \n",
       "10                  0.077947                        0.080799  ...   \n",
       "11                 -0.144154                        0.110905  ...   \n",
       "12                 -0.144154                        0.141011  ...   \n",
       "13                 -0.292229                       -0.190155  ...   \n",
       "14                  0.226023                       -0.084784  ...   \n",
       "15                 -0.070120                       -0.114890  ...   \n",
       "16                 -0.070120                       -0.069731  ...   \n",
       "17                  0.077947                       -0.069731  ...   \n",
       "18                  0.003914                       -0.039625  ...   \n",
       "19                  0.151989                        0.020587  ...   \n",
       "20                 -0.292229                        0.020587  ...   \n",
       "21                 -0.292229                       -0.084784  ...   \n",
       "22                 -0.292229                       -0.129943  ...   \n",
       "23                 -0.218195                       -0.160049  ...   \n",
       "24                 -0.144154                       -0.205208  ...   \n",
       "25                 -0.218195                       -0.250378  ...   \n",
       "26                 -0.292229                       -0.340696  ...   \n",
       "27                 -0.218195                       -0.325643  ...   \n",
       "28                 -0.292229                       -0.325643  ...   \n",
       "29                 -0.292229                       -0.325643  ...   \n",
       "...                      ...                             ...  ...   \n",
       "32773              -0.277867                       -0.392043  ...   \n",
       "32774              -0.292229                       -0.393010  ...   \n",
       "32775              -0.285313                       -0.392043  ...   \n",
       "32776              -0.283186                       -0.392470  ...   \n",
       "32777              -0.290103                       -0.392144  ...   \n",
       "32778              -0.275211                       -0.389984  ...   \n",
       "32779              -0.269361                       -0.386204  ...   \n",
       "32780              -0.283716                       -0.387396  ...   \n",
       "32781              -0.291700                       -0.387284  ...   \n",
       "32782              -0.286909                       -0.387610  ...   \n",
       "32783              -0.284253                       -0.387824  ...   \n",
       "32784              -0.282127                       -0.386204  ...   \n",
       "32785              -0.281590                       -0.387498  ...   \n",
       "32786              -0.279463                       -0.389556  ...   \n",
       "32787              -0.286380                       -0.390096  ...   \n",
       "32788              -0.272555                       -0.386204  ...   \n",
       "32789              -0.285850                       -0.385990  ...   \n",
       "32790              -0.277337                       -0.384584  ...   \n",
       "32791              -0.277337                       -0.383605  ...   \n",
       "32792              -0.277867                       -0.382851  ...   \n",
       "32793              -0.284253                       -0.383819  ...   \n",
       "32794              -0.285850                       -0.383717  ...   \n",
       "32795              -0.288506                       -0.386958  ...   \n",
       "32796              -0.277867                       -0.385338  ...   \n",
       "32797              -0.285850                       -0.387070  ...   \n",
       "32798              -0.289573                       -0.389556  ...   \n",
       "32799              -0.276807                       -0.389343  ...   \n",
       "32800              -0.285313                       -0.389556  ...   \n",
       "32801              -0.292229                       -0.390850  ...   \n",
       "32802              -0.285850                       -0.390310  ...   \n",
       "\n",
       "       extreme_poverty  cardiovasc_death_rate  diabetes_prevalence  \\\n",
       "0             0.007324              -0.001390             0.892317   \n",
       "1             0.007324              -0.001390             0.892317   \n",
       "2             0.007324              -0.001390             0.892317   \n",
       "3             0.007324              -0.001390             0.892317   \n",
       "4             0.007324              -0.001390             0.892317   \n",
       "5             0.007324              -0.001390             0.892317   \n",
       "6             0.007324              -0.001390             0.892317   \n",
       "7             0.007324              -0.001390             0.892317   \n",
       "8             0.007324              -0.001390             0.892317   \n",
       "9             0.007324              -0.001390             0.892317   \n",
       "10            0.007324              -0.001390             0.892317   \n",
       "11            0.007324              -0.001390             0.892317   \n",
       "12            0.007324              -0.001390             0.892317   \n",
       "13            0.007324              -0.001390             0.892317   \n",
       "14            0.007324              -0.001390             0.892317   \n",
       "15            0.007324              -0.001390             0.892317   \n",
       "16            0.007324              -0.001390             0.892317   \n",
       "17            0.007324              -0.001390             0.892317   \n",
       "18            0.007324              -0.001390             0.892317   \n",
       "19            0.007324              -0.001390             0.892317   \n",
       "20            0.007324              -0.001390             0.892317   \n",
       "21            0.007324              -0.001390             0.892317   \n",
       "22            0.007324              -0.001390             0.892317   \n",
       "23            0.007324              -0.001390             0.892317   \n",
       "24            0.007324              -0.001390             0.892317   \n",
       "25            0.007324              -0.001390             0.892317   \n",
       "26            0.007324              -0.001390             0.892317   \n",
       "27            0.007324              -0.001390             0.892317   \n",
       "28            0.007324              -0.001390             0.892317   \n",
       "29            0.007324              -0.001390             0.892317   \n",
       "...                ...                    ...                  ...   \n",
       "32773         0.500864               0.474597            -1.478607   \n",
       "32774         0.500864               0.474597            -1.478607   \n",
       "32775         0.500864               0.474597            -1.478607   \n",
       "32776         0.500864               0.474597            -1.478607   \n",
       "32777         0.500864               0.474597            -1.478607   \n",
       "32778         0.500864               0.474597            -1.478607   \n",
       "32779         0.500864               0.474597            -1.478607   \n",
       "32780         0.500864               0.474597            -1.478607   \n",
       "32781         0.500864               0.474597            -1.478607   \n",
       "32782         0.500864               0.474597            -1.478607   \n",
       "32783         0.500864               0.474597            -1.478607   \n",
       "32784         0.500864               0.474597            -1.478607   \n",
       "32785         0.500864               0.474597            -1.478607   \n",
       "32786         0.500864               0.474597            -1.478607   \n",
       "32787         0.500864               0.474597            -1.478607   \n",
       "32788         0.500864               0.474597            -1.478607   \n",
       "32789         0.500864               0.474597            -1.478607   \n",
       "32790         0.500864               0.474597            -1.478607   \n",
       "32791         0.500864               0.474597            -1.478607   \n",
       "32792         0.500864               0.474597            -1.478607   \n",
       "32793         0.500864               0.474597            -1.478607   \n",
       "32794         0.500864               0.474597            -1.478607   \n",
       "32795         0.500864               0.474597            -1.478607   \n",
       "32796         0.500864               0.474597            -1.478607   \n",
       "32797         0.500864               0.474597            -1.478607   \n",
       "32798         0.500864               0.474597            -1.478607   \n",
       "32799         0.500864               0.474597            -1.478607   \n",
       "32800         0.500864               0.474597            -1.478607   \n",
       "32801         0.500864               0.474597            -1.478607   \n",
       "32802         0.500864               0.474597            -1.478607   \n",
       "\n",
       "       female_smokers  male_smokers  handwashing_facilities  \\\n",
       "0           -0.046508      0.025368               -0.062867   \n",
       "1           -0.046508      0.025368               -0.062867   \n",
       "2           -0.046508      0.025368               -0.062867   \n",
       "3           -0.046508      0.025368               -0.062867   \n",
       "4           -0.046508      0.025368               -0.062867   \n",
       "5           -0.046508      0.025368               -0.062867   \n",
       "6           -0.046508      0.025368               -0.062867   \n",
       "7           -0.046508      0.025368               -0.062867   \n",
       "8           -0.046508      0.025368               -0.062867   \n",
       "9           -0.046508      0.025368               -0.062867   \n",
       "10          -0.046508      0.025368               -0.062867   \n",
       "11          -0.046508      0.025368               -0.062867   \n",
       "12          -0.046508      0.025368               -0.062867   \n",
       "13          -0.046508      0.025368               -0.062867   \n",
       "14          -0.046508      0.025368               -0.062867   \n",
       "15          -0.046508      0.025368               -0.062867   \n",
       "16          -0.046508      0.025368               -0.062867   \n",
       "17          -0.046508      0.025368               -0.062867   \n",
       "18          -0.046508      0.025368               -0.062867   \n",
       "19          -0.046508      0.025368               -0.062867   \n",
       "20          -0.046508      0.025368               -0.062867   \n",
       "21          -0.046508      0.025368               -0.062867   \n",
       "22          -0.046508      0.025368               -0.062867   \n",
       "23          -0.046508      0.025368               -0.062867   \n",
       "24          -0.046508      0.025368               -0.062867   \n",
       "25          -0.046508      0.025368               -0.062867   \n",
       "26          -0.046508      0.025368               -0.062867   \n",
       "27          -0.046508      0.025368               -0.062867   \n",
       "28          -0.046508      0.025368               -0.062867   \n",
       "29          -0.046508      0.025368               -0.062867   \n",
       "...               ...           ...                     ...   \n",
       "32773       -1.049477     -0.150829               -0.749497   \n",
       "32774       -1.049477     -0.150829               -0.749497   \n",
       "32775       -1.049477     -0.150829               -0.749497   \n",
       "32776       -1.049477     -0.150829               -0.749497   \n",
       "32777       -1.049477     -0.150829               -0.749497   \n",
       "32778       -1.049477     -0.150829               -0.749497   \n",
       "32779       -1.049477     -0.150829               -0.749497   \n",
       "32780       -1.049477     -0.150829               -0.749497   \n",
       "32781       -1.049477     -0.150829               -0.749497   \n",
       "32782       -1.049477     -0.150829               -0.749497   \n",
       "32783       -1.049477     -0.150829               -0.749497   \n",
       "32784       -1.049477     -0.150829               -0.749497   \n",
       "32785       -1.049477     -0.150829               -0.749497   \n",
       "32786       -1.049477     -0.150829               -0.749497   \n",
       "32787       -1.049477     -0.150829               -0.749497   \n",
       "32788       -1.049477     -0.150829               -0.749497   \n",
       "32789       -1.049477     -0.150829               -0.749497   \n",
       "32790       -1.049477     -0.150829               -0.749497   \n",
       "32791       -1.049477     -0.150829               -0.749497   \n",
       "32792       -1.049477     -0.150829               -0.749497   \n",
       "32793       -1.049477     -0.150829               -0.749497   \n",
       "32794       -1.049477     -0.150829               -0.749497   \n",
       "32795       -1.049477     -0.150829               -0.749497   \n",
       "32796       -1.049477     -0.150829               -0.749497   \n",
       "32797       -1.049477     -0.150829               -0.749497   \n",
       "32798       -1.049477     -0.150829               -0.749497   \n",
       "32799       -1.049477     -0.150829               -0.749497   \n",
       "32800       -1.049477     -0.150829               -0.749497   \n",
       "32801       -1.049477     -0.150829               -0.749497   \n",
       "32802       -1.049477     -0.150829               -0.749497   \n",
       "\n",
       "       hospital_beds_per_thousand  life_expectancy  human_development_index  \\\n",
       "0                       -0.029765         0.334627                -0.050679   \n",
       "1                       -0.029765         0.334627                -0.050679   \n",
       "2                       -0.029765         0.334627                -0.050679   \n",
       "3                       -0.029765         0.334627                -0.050679   \n",
       "4                       -0.029765         0.334627                -0.050679   \n",
       "5                       -0.029765         0.334627                -0.050679   \n",
       "6                       -0.029765         0.334627                -0.050679   \n",
       "7                       -0.029765         0.334627                -0.050679   \n",
       "8                       -0.029765         0.334627                -0.050679   \n",
       "9                       -0.029765         0.334627                -0.050679   \n",
       "10                      -0.029765         0.334627                -0.050679   \n",
       "11                      -0.029765         0.334627                -0.050679   \n",
       "12                      -0.029765         0.334627                -0.050679   \n",
       "13                      -0.029765         0.334627                -0.050679   \n",
       "14                      -0.029765         0.334627                -0.050679   \n",
       "15                      -0.029765         0.334627                -0.050679   \n",
       "16                      -0.029765         0.334627                -0.050679   \n",
       "17                      -0.029765         0.334627                -0.050679   \n",
       "18                      -0.029765         0.334627                -0.050679   \n",
       "19                      -0.029765         0.334627                -0.050679   \n",
       "20                      -0.029765         0.334627                -0.050679   \n",
       "21                      -0.029765         0.334627                -0.050679   \n",
       "22                      -0.029765         0.334627                -0.050679   \n",
       "23                      -0.029765         0.334627                -0.050679   \n",
       "24                      -0.029765         0.334627                -0.050679   \n",
       "25                      -0.029765         0.334627                -0.050679   \n",
       "26                      -0.029765         0.334627                -0.050679   \n",
       "27                      -0.029765         0.334627                -0.050679   \n",
       "28                      -0.029765         0.334627                -0.050679   \n",
       "29                      -0.029765         0.334627                -0.050679   \n",
       "...                           ...              ...                      ...   \n",
       "32773                   -0.617704        -1.686571                -1.290717   \n",
       "32774                   -0.617704        -1.686571                -1.290717   \n",
       "32775                   -0.617704        -1.686571                -1.290717   \n",
       "32776                   -0.617704        -1.686571                -1.290717   \n",
       "32777                   -0.617704        -1.686571                -1.290717   \n",
       "32778                   -0.617704        -1.686571                -1.290717   \n",
       "32779                   -0.617704        -1.686571                -1.290717   \n",
       "32780                   -0.617704        -1.686571                -1.290717   \n",
       "32781                   -0.617704        -1.686571                -1.290717   \n",
       "32782                   -0.617704        -1.686571                -1.290717   \n",
       "32783                   -0.617704        -1.686571                -1.290717   \n",
       "32784                   -0.617704        -1.686571                -1.290717   \n",
       "32785                   -0.617704        -1.686571                -1.290717   \n",
       "32786                   -0.617704        -1.686571                -1.290717   \n",
       "32787                   -0.617704        -1.686571                -1.290717   \n",
       "32788                   -0.617704        -1.686571                -1.290717   \n",
       "32789                   -0.617704        -1.686571                -1.290717   \n",
       "32790                   -0.617704        -1.686571                -1.290717   \n",
       "32791                   -0.617704        -1.686571                -1.290717   \n",
       "32792                   -0.617704        -1.686571                -1.290717   \n",
       "32793                   -0.617704        -1.686571                -1.290717   \n",
       "32794                   -0.617704        -1.686571                -1.290717   \n",
       "32795                   -0.617704        -1.686571                -1.290717   \n",
       "32796                   -0.617704        -1.686571                -1.290717   \n",
       "32797                   -0.617704        -1.686571                -1.290717   \n",
       "32798                   -0.617704        -1.686571                -1.290717   \n",
       "32799                   -0.617704        -1.686571                -1.290717   \n",
       "32800                   -0.617704        -1.686571                -1.290717   \n",
       "32801                   -0.617704        -1.686571                -1.290717   \n",
       "32802                   -0.617704        -1.686571                -1.290717   \n",
       "\n",
       "       country_id  \n",
       "0             0.0  \n",
       "1             0.0  \n",
       "2             0.0  \n",
       "3             0.0  \n",
       "4             0.0  \n",
       "5             0.0  \n",
       "6             0.0  \n",
       "7             0.0  \n",
       "8             0.0  \n",
       "9             0.0  \n",
       "10            0.0  \n",
       "11            0.0  \n",
       "12            0.0  \n",
       "13            0.0  \n",
       "14            0.0  \n",
       "15            0.0  \n",
       "16            0.0  \n",
       "17            0.0  \n",
       "18            0.0  \n",
       "19            0.0  \n",
       "20            0.0  \n",
       "21            0.0  \n",
       "22            0.0  \n",
       "23            0.0  \n",
       "24            0.0  \n",
       "25            0.0  \n",
       "26            0.0  \n",
       "27            0.0  \n",
       "28            0.0  \n",
       "29            0.0  \n",
       "...           ...  \n",
       "32773       212.0  \n",
       "32774       212.0  \n",
       "32775       212.0  \n",
       "32776       212.0  \n",
       "32777       212.0  \n",
       "32778       212.0  \n",
       "32779       212.0  \n",
       "32780       212.0  \n",
       "32781       212.0  \n",
       "32782       212.0  \n",
       "32783       212.0  \n",
       "32784       212.0  \n",
       "32785       212.0  \n",
       "32786       212.0  \n",
       "32787       212.0  \n",
       "32788       212.0  \n",
       "32789       212.0  \n",
       "32790       212.0  \n",
       "32791       212.0  \n",
       "32792       212.0  \n",
       "32793       212.0  \n",
       "32794       212.0  \n",
       "32795       212.0  \n",
       "32796       212.0  \n",
       "32797       212.0  \n",
       "32798       212.0  \n",
       "32799       212.0  \n",
       "32800       212.0  \n",
       "32801       212.0  \n",
       "32802       212.0  \n",
       "\n",
       "[32803 rows x 46 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>total_cases</th>\n",
       "      <th>new_cases</th>\n",
       "      <th>new_cases_smoothed</th>\n",
       "      <th>total_deaths</th>\n",
       "      <th>new_deaths</th>\n",
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       "      <th>new_cases_per_million</th>\n",
       "      <th>new_cases_smoothed_per_million</th>\n",
       "      <th>...</th>\n",
       "      <th>extreme_poverty</th>\n",
       "      <th>cardiovasc_death_rate</th>\n",
       "      <th>diabetes_prevalence</th>\n",
       "      <th>female_smokers</th>\n",
       "      <th>male_smokers</th>\n",
       "      <th>handwashing_facilities</th>\n",
       "      <th>hospital_beds_per_thousand</th>\n",
       "      <th>life_expectancy</th>\n",
       "      <th>human_development_index</th>\n",
       "      <th>country_id</th>\n",
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       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>-0.194035</td>\n",
       "      <td>-0.194457</td>\n",
       "      <td>-0.196731</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.227485</td>\n",
       "      <td>1.753848</td>\n",
       "      <td>2.074420</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>-0.193957</td>\n",
       "      <td>-0.192294</td>\n",
       "      <td>-0.195829</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.152940</td>\n",
       "      <td>2.879199</td>\n",
       "      <td>2.719257</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>-0.193897</td>\n",
       "      <td>-0.193670</td>\n",
       "      <td>-0.196266</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.095228</td>\n",
       "      <td>2.163065</td>\n",
       "      <td>2.407239</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>-0.193807</td>\n",
       "      <td>-0.191310</td>\n",
       "      <td>-0.195858</td>\n",
       "      <td>-0.289542</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>-0.008660</td>\n",
       "      <td>3.390716</td>\n",
       "      <td>2.698455</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>-0.193699</td>\n",
       "      <td>-0.189934</td>\n",
       "      <td>-0.194607</td>\n",
       "      <td>-0.289542</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>0.094741</td>\n",
       "      <td>4.106842</td>\n",
       "      <td>3.592893</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>-0.193597</td>\n",
       "      <td>-0.190327</td>\n",
       "      <td>-0.193793</td>\n",
       "      <td>-0.289453</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.233817</td>\n",
       "      <td>0.193333</td>\n",
       "      <td>3.902234</td>\n",
       "      <td>4.175324</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>-0.193531</td>\n",
       "      <td>-0.193277</td>\n",
       "      <td>-0.193764</td>\n",
       "      <td>-0.289274</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>0.255854</td>\n",
       "      <td>2.367674</td>\n",
       "      <td>4.196126</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>-0.193441</td>\n",
       "      <td>-0.191310</td>\n",
       "      <td>-0.193298</td>\n",
       "      <td>-0.289095</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>0.342423</td>\n",
       "      <td>3.390716</td>\n",
       "      <td>4.528946</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>-0.193426</td>\n",
       "      <td>-0.197210</td>\n",
       "      <td>-0.194025</td>\n",
       "      <td>-0.288737</td>\n",
       "      <td>-0.191594</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>0.356851</td>\n",
       "      <td>0.321596</td>\n",
       "      <td>4.008920</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>-0.193391</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>-0.194316</td>\n",
       "      <td>-0.288558</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>0.390516</td>\n",
       "      <td>1.140031</td>\n",
       "      <td>3.800912</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>-0.193296</td>\n",
       "      <td>-0.190917</td>\n",
       "      <td>-0.194258</td>\n",
       "      <td>-0.288469</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>0.481894</td>\n",
       "      <td>3.595325</td>\n",
       "      <td>3.842516</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>-0.193268</td>\n",
       "      <td>-0.196227</td>\n",
       "      <td>-0.195189</td>\n",
       "      <td>-0.288379</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>0.508345</td>\n",
       "      <td>0.833114</td>\n",
       "      <td>3.176877</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>-0.193200</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-0.195597</td>\n",
       "      <td>-0.288290</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>0.573272</td>\n",
       "      <td>2.469982</td>\n",
       "      <td>2.885661</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>-0.193113</td>\n",
       "      <td>-0.191507</td>\n",
       "      <td>-0.195335</td>\n",
       "      <td>-0.288201</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>0.657435</td>\n",
       "      <td>3.288408</td>\n",
       "      <td>3.072867</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>-0.193050</td>\n",
       "      <td>-0.193473</td>\n",
       "      <td>-0.195655</td>\n",
       "      <td>-0.287932</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>0.717552</td>\n",
       "      <td>2.265373</td>\n",
       "      <td>2.844057</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>-0.193002</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>-0.195276</td>\n",
       "      <td>-0.287843</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>0.763241</td>\n",
       "      <td>1.651548</td>\n",
       "      <td>3.114471</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>-0.192955</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>-0.195131</td>\n",
       "      <td>-0.287753</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>0.808930</td>\n",
       "      <td>1.651548</td>\n",
       "      <td>3.218481</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>-0.192907</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>-0.195684</td>\n",
       "      <td>-0.287574</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>0.854619</td>\n",
       "      <td>1.651548</td>\n",
       "      <td>2.823255</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>-0.192862</td>\n",
       "      <td>-0.194850</td>\n",
       "      <td>-0.195480</td>\n",
       "      <td>-0.287485</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>0.897903</td>\n",
       "      <td>1.549240</td>\n",
       "      <td>2.968869</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>-0.192809</td>\n",
       "      <td>-0.194260</td>\n",
       "      <td>-0.195655</td>\n",
       "      <td>-0.287306</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>0.948401</td>\n",
       "      <td>1.856156</td>\n",
       "      <td>2.844057</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>-0.192769</td>\n",
       "      <td>-0.195243</td>\n",
       "      <td>-0.196208</td>\n",
       "      <td>-0.287217</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>0.986876</td>\n",
       "      <td>1.344639</td>\n",
       "      <td>2.448843</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>-0.192749</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>-0.196702</td>\n",
       "      <td>-0.287217</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>1.006113</td>\n",
       "      <td>0.526205</td>\n",
       "      <td>2.095222</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>-0.192717</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>-0.196877</td>\n",
       "      <td>-0.287038</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>1.037374</td>\n",
       "      <td>1.037722</td>\n",
       "      <td>1.970410</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>-0.192682</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>-0.197022</td>\n",
       "      <td>-0.286859</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>1.071039</td>\n",
       "      <td>1.140031</td>\n",
       "      <td>1.866412</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>-0.192659</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>-0.197313</td>\n",
       "      <td>-0.286859</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>1.092681</td>\n",
       "      <td>0.628505</td>\n",
       "      <td>1.658404</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>-0.192624</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>-0.197429</td>\n",
       "      <td>-0.286680</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>1.126347</td>\n",
       "      <td>1.140031</td>\n",
       "      <td>1.575196</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>-0.192604</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>-0.286680</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.145584</td>\n",
       "      <td>0.526205</td>\n",
       "      <td>1.304782</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>-0.192581</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>-0.198011</td>\n",
       "      <td>-0.286590</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.167226</td>\n",
       "      <td>0.628505</td>\n",
       "      <td>1.159169</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>-0.192571</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>-0.198128</td>\n",
       "      <td>-0.286590</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.176845</td>\n",
       "      <td>0.116988</td>\n",
       "      <td>1.075972</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>-0.192571</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.198506</td>\n",
       "      <td>-0.286501</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>1.176845</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>0.805559</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>-1.344575</td>\n",
       "      <td>0.009268</td>\n",
       "      <td>2.049378</td>\n",
       "      <td>0.507886</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9291</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>-0.154871</td>\n",
       "      <td>-0.187574</td>\n",
       "      <td>-0.190505</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>0.967507</td>\n",
       "      <td>-0.067290</td>\n",
       "      <td>-0.124003</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9292</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>-0.154731</td>\n",
       "      <td>-0.187377</td>\n",
       "      <td>-0.190244</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>0.972890</td>\n",
       "      <td>-0.063204</td>\n",
       "      <td>-0.116521</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9293</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>-0.154731</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.191640</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>0.972890</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.156438</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9294</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>-0.154543</td>\n",
       "      <td>-0.183641</td>\n",
       "      <td>-0.191029</td>\n",
       "      <td>-0.233008</td>\n",
       "      <td>-0.182906</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>0.980100</td>\n",
       "      <td>0.014498</td>\n",
       "      <td>-0.138966</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9295</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>-0.154420</td>\n",
       "      <td>-0.188754</td>\n",
       "      <td>-0.190942</td>\n",
       "      <td>-0.232740</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>0.984810</td>\n",
       "      <td>-0.091834</td>\n",
       "      <td>-0.136479</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9296</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>-0.154337</td>\n",
       "      <td>-0.191900</td>\n",
       "      <td>-0.191233</td>\n",
       "      <td>-0.232740</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>0.987982</td>\n",
       "      <td>-0.157267</td>\n",
       "      <td>-0.144793</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9297</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>-0.154139</td>\n",
       "      <td>-0.182854</td>\n",
       "      <td>-0.190098</td>\n",
       "      <td>-0.232471</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>0.995577</td>\n",
       "      <td>0.030860</td>\n",
       "      <td>-0.112359</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9298</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>-0.153939</td>\n",
       "      <td>-0.182657</td>\n",
       "      <td>-0.189371</td>\n",
       "      <td>-0.232113</td>\n",
       "      <td>-0.191594</td>\n",
       "      <td>-0.219261</td>\n",
       "      <td>1.003267</td>\n",
       "      <td>0.034947</td>\n",
       "      <td>-0.091568</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9299</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>-0.153816</td>\n",
       "      <td>-0.188754</td>\n",
       "      <td>-0.189574</td>\n",
       "      <td>-0.231935</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.216613</td>\n",
       "      <td>1.007977</td>\n",
       "      <td>-0.091834</td>\n",
       "      <td>-0.097396</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9300</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>-0.153646</td>\n",
       "      <td>-0.185017</td>\n",
       "      <td>-0.187596</td>\n",
       "      <td>-0.231845</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.215298</td>\n",
       "      <td>1.014514</td>\n",
       "      <td>-0.014124</td>\n",
       "      <td>-0.040851</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9301</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>-0.153400</td>\n",
       "      <td>-0.179117</td>\n",
       "      <td>-0.186927</td>\n",
       "      <td>-0.231756</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>1.023935</td>\n",
       "      <td>0.108562</td>\n",
       "      <td>-0.021726</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9302</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>-0.153199</td>\n",
       "      <td>-0.182657</td>\n",
       "      <td>-0.186025</td>\n",
       "      <td>-0.231666</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>1.031625</td>\n",
       "      <td>0.034947</td>\n",
       "      <td>0.004060</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9303</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>-0.153006</td>\n",
       "      <td>-0.183247</td>\n",
       "      <td>-0.184745</td>\n",
       "      <td>-0.231666</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>1.039027</td>\n",
       "      <td>0.022679</td>\n",
       "      <td>0.040646</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9304</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>-0.152746</td>\n",
       "      <td>-0.177937</td>\n",
       "      <td>-0.184018</td>\n",
       "      <td>-0.231487</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>1.049025</td>\n",
       "      <td>0.133105</td>\n",
       "      <td>0.061437</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9305</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>-0.152375</td>\n",
       "      <td>-0.169284</td>\n",
       "      <td>-0.182039</td>\n",
       "      <td>-0.231487</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.063252</td>\n",
       "      <td>0.313052</td>\n",
       "      <td>0.117981</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9306</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>-0.152031</td>\n",
       "      <td>-0.171448</td>\n",
       "      <td>-0.179479</td>\n",
       "      <td>-0.231398</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>1.076422</td>\n",
       "      <td>0.268067</td>\n",
       "      <td>0.191154</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9307</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>-0.151736</td>\n",
       "      <td>-0.175184</td>\n",
       "      <td>-0.178025</td>\n",
       "      <td>-0.231129</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>1.087765</td>\n",
       "      <td>0.190358</td>\n",
       "      <td>0.232735</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9308</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>-0.151410</td>\n",
       "      <td>-0.172824</td>\n",
       "      <td>-0.177094</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>1.100262</td>\n",
       "      <td>0.239437</td>\n",
       "      <td>0.259342</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9309</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>-0.151099</td>\n",
       "      <td>-0.174004</td>\n",
       "      <td>-0.175814</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.112182</td>\n",
       "      <td>0.214893</td>\n",
       "      <td>0.295928</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9310</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>-0.150701</td>\n",
       "      <td>-0.167121</td>\n",
       "      <td>-0.173428</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.127467</td>\n",
       "      <td>0.358036</td>\n",
       "      <td>0.364117</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9311</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>-0.150277</td>\n",
       "      <td>-0.165155</td>\n",
       "      <td>-0.171537</td>\n",
       "      <td>-0.230861</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>1.143713</td>\n",
       "      <td>0.398934</td>\n",
       "      <td>0.418164</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9312</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>-0.149861</td>\n",
       "      <td>-0.165745</td>\n",
       "      <td>-0.171013</td>\n",
       "      <td>-0.230682</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>1.159670</td>\n",
       "      <td>0.386666</td>\n",
       "      <td>0.433138</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9313</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>-0.149395</td>\n",
       "      <td>-0.161811</td>\n",
       "      <td>-0.169588</td>\n",
       "      <td>-0.230503</td>\n",
       "      <td>-0.208971</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>1.177550</td>\n",
       "      <td>0.468462</td>\n",
       "      <td>0.473875</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9314</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>-0.148881</td>\n",
       "      <td>-0.158075</td>\n",
       "      <td>-0.167057</td>\n",
       "      <td>-0.230235</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>1.197257</td>\n",
       "      <td>0.546164</td>\n",
       "      <td>0.546226</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9315</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>-0.148387</td>\n",
       "      <td>-0.159648</td>\n",
       "      <td>-0.165108</td>\n",
       "      <td>-0.229967</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>1.216195</td>\n",
       "      <td>0.513447</td>\n",
       "      <td>0.601938</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9316</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>-0.147683</td>\n",
       "      <td>-0.143129</td>\n",
       "      <td>-0.160540</td>\n",
       "      <td>-0.229609</td>\n",
       "      <td>-0.191594</td>\n",
       "      <td>-0.217937</td>\n",
       "      <td>1.243207</td>\n",
       "      <td>0.856985</td>\n",
       "      <td>0.732488</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9317</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>-0.146971</td>\n",
       "      <td>-0.142539</td>\n",
       "      <td>-0.156904</td>\n",
       "      <td>-0.229519</td>\n",
       "      <td>-0.217659</td>\n",
       "      <td>-0.216613</td>\n",
       "      <td>1.270508</td>\n",
       "      <td>0.869253</td>\n",
       "      <td>0.836441</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9318</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>-0.145923</td>\n",
       "      <td>-0.116187</td>\n",
       "      <td>-0.149659</td>\n",
       "      <td>-0.229161</td>\n",
       "      <td>-0.191594</td>\n",
       "      <td>-0.213974</td>\n",
       "      <td>1.310690</td>\n",
       "      <td>1.417274</td>\n",
       "      <td>1.043493</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9319</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>-0.144635</td>\n",
       "      <td>-0.097307</td>\n",
       "      <td>-0.139535</td>\n",
       "      <td>-0.228893</td>\n",
       "      <td>-0.200283</td>\n",
       "      <td>-0.212649</td>\n",
       "      <td>1.360101</td>\n",
       "      <td>1.809891</td>\n",
       "      <td>1.332875</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9320</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>-0.143790</td>\n",
       "      <td>-0.132116</td>\n",
       "      <td>-0.135142</td>\n",
       "      <td>-0.228267</td>\n",
       "      <td>-0.165530</td>\n",
       "      <td>-0.206038</td>\n",
       "      <td>1.392497</td>\n",
       "      <td>1.086011</td>\n",
       "      <td>1.458429</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.837763</td>\n",
       "      <td>-0.001390</td>\n",
       "      <td>0.035072</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.029765</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9321 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              date  total_cases  new_cases  new_cases_smoothed  total_deaths  \\\n",
       "0     1.585008e+09    -0.194035  -0.194457           -0.196731      0.007391   \n",
       "1     1.585094e+09    -0.193957  -0.192294           -0.195829      0.007391   \n",
       "2     1.585181e+09    -0.193897  -0.193670           -0.196266      0.007391   \n",
       "3     1.585267e+09    -0.193807  -0.191310           -0.195858     -0.289542   \n",
       "4     1.585354e+09    -0.193699  -0.189934           -0.194607     -0.289542   \n",
       "5     1.585440e+09    -0.193597  -0.190327           -0.193793     -0.289453   \n",
       "6     1.585526e+09    -0.193531  -0.193277           -0.193764     -0.289274   \n",
       "7     1.585613e+09    -0.193441  -0.191310           -0.193298     -0.289095   \n",
       "8     1.585699e+09    -0.193426  -0.197210           -0.194025     -0.288737   \n",
       "9     1.585786e+09    -0.193391  -0.195637           -0.194316     -0.288558   \n",
       "10    1.585872e+09    -0.193296  -0.190917           -0.194258     -0.288469   \n",
       "11    1.585958e+09    -0.193268  -0.196227           -0.195189     -0.288379   \n",
       "12    1.586045e+09    -0.193200  -0.193080           -0.195597     -0.288290   \n",
       "13    1.586131e+09    -0.193113  -0.191507           -0.195335     -0.288201   \n",
       "14    1.586218e+09    -0.193050  -0.193473           -0.195655     -0.287932   \n",
       "15    1.586304e+09    -0.193002  -0.194653           -0.195276     -0.287843   \n",
       "16    1.586390e+09    -0.192955  -0.194653           -0.195131     -0.287753   \n",
       "17    1.586477e+09    -0.192907  -0.194653           -0.195684     -0.287574   \n",
       "18    1.586563e+09    -0.192862  -0.194850           -0.195480     -0.287485   \n",
       "19    1.586650e+09    -0.192809  -0.194260           -0.195655     -0.287306   \n",
       "20    1.586736e+09    -0.192769  -0.195243           -0.196208     -0.287217   \n",
       "21    1.586822e+09    -0.192749  -0.196817           -0.196702     -0.287217   \n",
       "22    1.586909e+09    -0.192717  -0.195833           -0.196877     -0.287038   \n",
       "23    1.586995e+09    -0.192682  -0.195637           -0.197022     -0.286859   \n",
       "24    1.587082e+09    -0.192659  -0.196620           -0.197313     -0.286859   \n",
       "25    1.587168e+09    -0.192624  -0.195637           -0.197429     -0.286680   \n",
       "26    1.587254e+09    -0.192604  -0.196817           -0.197808     -0.286680   \n",
       "27    1.587341e+09    -0.192581  -0.196620           -0.198011     -0.286590   \n",
       "28    1.587427e+09    -0.192571  -0.197603           -0.198128     -0.286590   \n",
       "29    1.587514e+09    -0.192571  -0.198390           -0.198506     -0.286501   \n",
       "...            ...          ...        ...                 ...           ...   \n",
       "9291  1.601770e+09    -0.154871  -0.187574           -0.190505     -0.233455   \n",
       "9292  1.601856e+09    -0.154731  -0.187377           -0.190244     -0.233455   \n",
       "9293  1.601942e+09    -0.154731  -0.198390           -0.191640     -0.233455   \n",
       "9294  1.602029e+09    -0.154543  -0.183641           -0.191029     -0.233008   \n",
       "9295  1.602115e+09    -0.154420  -0.188754           -0.190942     -0.232740   \n",
       "9296  1.602202e+09    -0.154337  -0.191900           -0.191233     -0.232740   \n",
       "9297  1.602288e+09    -0.154139  -0.182854           -0.190098     -0.232471   \n",
       "9298  1.602374e+09    -0.153939  -0.182657           -0.189371     -0.232113   \n",
       "9299  1.602461e+09    -0.153816  -0.188754           -0.189574     -0.231935   \n",
       "9300  1.602547e+09    -0.153646  -0.185017           -0.187596     -0.231845   \n",
       "9301  1.602634e+09    -0.153400  -0.179117           -0.186927     -0.231756   \n",
       "9302  1.602720e+09    -0.153199  -0.182657           -0.186025     -0.231666   \n",
       "9303  1.602806e+09    -0.153006  -0.183247           -0.184745     -0.231666   \n",
       "9304  1.602893e+09    -0.152746  -0.177937           -0.184018     -0.231487   \n",
       "9305  1.602979e+09    -0.152375  -0.169284           -0.182039     -0.231487   \n",
       "9306  1.603066e+09    -0.152031  -0.171448           -0.179479     -0.231398   \n",
       "9307  1.603152e+09    -0.151736  -0.175184           -0.178025     -0.231129   \n",
       "9308  1.603238e+09    -0.151410  -0.172824           -0.177094     -0.231040   \n",
       "9309  1.603325e+09    -0.151099  -0.174004           -0.175814     -0.231040   \n",
       "9310  1.603411e+09    -0.150701  -0.167121           -0.173428     -0.231040   \n",
       "9311  1.603498e+09    -0.150277  -0.165155           -0.171537     -0.230861   \n",
       "9312  1.603584e+09    -0.149861  -0.165745           -0.171013     -0.230682   \n",
       "9313  1.603670e+09    -0.149395  -0.161811           -0.169588     -0.230503   \n",
       "9314  1.603757e+09    -0.148881  -0.158075           -0.167057     -0.230235   \n",
       "9315  1.603843e+09    -0.148387  -0.159648           -0.165108     -0.229967   \n",
       "9316  1.603930e+09    -0.147683  -0.143129           -0.160540     -0.229609   \n",
       "9317  1.604016e+09    -0.146971  -0.142539           -0.156904     -0.229519   \n",
       "9318  1.604102e+09    -0.145923  -0.116187           -0.149659     -0.229161   \n",
       "9319  1.604189e+09    -0.144635  -0.097307           -0.139535     -0.228893   \n",
       "9320  1.604275e+09    -0.143790  -0.132116           -0.135142     -0.228267   \n",
       "\n",
       "      new_deaths  new_deaths_smoothed  total_cases_per_million  \\\n",
       "0      -0.226347            -0.239105                -0.227485   \n",
       "1      -0.226347            -0.239105                -0.152940   \n",
       "2      -0.226347            -0.239105                -0.095228   \n",
       "3      -0.200283            -0.235132                -0.008660   \n",
       "4      -0.226347            -0.235132                 0.094741   \n",
       "5      -0.217659            -0.233817                 0.193333   \n",
       "6      -0.208971            -0.231169                 0.255854   \n",
       "7      -0.208971            -0.228521                 0.342423   \n",
       "8      -0.191594            -0.223233                 0.356851   \n",
       "9      -0.208971            -0.220585                 0.390516   \n",
       "10     -0.217659            -0.223233                 0.481894   \n",
       "11     -0.217659            -0.221909                 0.508345   \n",
       "12     -0.217659            -0.221909                 0.573272   \n",
       "13     -0.217659            -0.223233                 0.657435   \n",
       "14     -0.200283            -0.221909                 0.717552   \n",
       "15     -0.217659            -0.225872                 0.763241   \n",
       "16     -0.217659            -0.227197                 0.808930   \n",
       "17     -0.208971            -0.225872                 0.854619   \n",
       "18     -0.217659            -0.225872                 0.897903   \n",
       "19     -0.208971            -0.224557                 0.948401   \n",
       "20     -0.217659            -0.224557                 0.986876   \n",
       "21     -0.226347            -0.228521                 1.006113   \n",
       "22     -0.208971            -0.227197                 1.037374   \n",
       "23     -0.208971            -0.225872                 1.071039   \n",
       "24     -0.226347            -0.228521                 1.092681   \n",
       "25     -0.208971            -0.227197                 1.126347   \n",
       "26     -0.226347            -0.229845                 1.145584   \n",
       "27     -0.217659            -0.229845                 1.167226   \n",
       "28     -0.226347            -0.229845                 1.176845   \n",
       "29     -0.217659            -0.231169                 1.176845   \n",
       "...          ...                  ...                      ...   \n",
       "9291   -0.200283            -0.224557                 0.967507   \n",
       "9292   -0.226347            -0.228521                 0.972890   \n",
       "9293   -0.226347            -0.232493                 0.972890   \n",
       "9294   -0.182906            -0.225872                 0.980100   \n",
       "9295   -0.200283            -0.221909                 0.984810   \n",
       "9296   -0.226347            -0.224557                 0.987982   \n",
       "9297   -0.200283            -0.220585                 0.995577   \n",
       "9298   -0.191594            -0.219261                 1.003267   \n",
       "9299   -0.208971            -0.216613                 1.007977   \n",
       "9300   -0.217659            -0.215298                 1.014514   \n",
       "9301   -0.217659            -0.220585                 1.023935   \n",
       "9302   -0.217659            -0.223233                 1.031625   \n",
       "9303   -0.226347            -0.223233                 1.039027   \n",
       "9304   -0.208971            -0.224557                 1.049025   \n",
       "9305   -0.226347            -0.229845                 1.063252   \n",
       "9306   -0.217659            -0.231169                 1.076422   \n",
       "9307   -0.200283            -0.228521                 1.087765   \n",
       "9308   -0.217659            -0.228521                 1.100262   \n",
       "9309   -0.226347            -0.229845                 1.112182   \n",
       "9310   -0.226347            -0.229845                 1.127467   \n",
       "9311   -0.208971            -0.229845                 1.143713   \n",
       "9312   -0.208971            -0.227197                 1.159670   \n",
       "9313   -0.208971            -0.225872                 1.177550   \n",
       "9314   -0.200283            -0.225872                 1.197257   \n",
       "9315   -0.200283            -0.223233                 1.216195   \n",
       "9316   -0.191594            -0.217937                 1.243207   \n",
       "9317   -0.217659            -0.216613                 1.270508   \n",
       "9318   -0.191594            -0.213974                 1.310690   \n",
       "9319   -0.200283            -0.212649                 1.360101   \n",
       "9320   -0.165530            -0.206038                 1.392497   \n",
       "\n",
       "      new_cases_per_million  new_cases_smoothed_per_million  ...  \\\n",
       "0                  1.753848                        2.074420  ...   \n",
       "1                  2.879199                        2.719257  ...   \n",
       "2                  2.163065                        2.407239  ...   \n",
       "3                  3.390716                        2.698455  ...   \n",
       "4                  4.106842                        3.592893  ...   \n",
       "5                  3.902234                        4.175324  ...   \n",
       "6                  2.367674                        4.196126  ...   \n",
       "7                  3.390716                        4.528946  ...   \n",
       "8                  0.321596                        4.008920  ...   \n",
       "9                  1.140031                        3.800912  ...   \n",
       "10                 3.595325                        3.842516  ...   \n",
       "11                 0.833114                        3.176877  ...   \n",
       "12                 2.469982                        2.885661  ...   \n",
       "13                 3.288408                        3.072867  ...   \n",
       "14                 2.265373                        2.844057  ...   \n",
       "15                 1.651548                        3.114471  ...   \n",
       "16                 1.651548                        3.218481  ...   \n",
       "17                 1.651548                        2.823255  ...   \n",
       "18                 1.549240                        2.968869  ...   \n",
       "19                 1.856156                        2.844057  ...   \n",
       "20                 1.344639                        2.448843  ...   \n",
       "21                 0.526205                        2.095222  ...   \n",
       "22                 1.037722                        1.970410  ...   \n",
       "23                 1.140031                        1.866412  ...   \n",
       "24                 0.628505                        1.658404  ...   \n",
       "25                 1.140031                        1.575196  ...   \n",
       "26                 0.526205                        1.304782  ...   \n",
       "27                 0.628505                        1.159169  ...   \n",
       "28                 0.116988                        1.075972  ...   \n",
       "29                -0.292229                        0.805559  ...   \n",
       "...                     ...                             ...  ...   \n",
       "9291              -0.067290                       -0.124003  ...   \n",
       "9292              -0.063204                       -0.116521  ...   \n",
       "9293              -0.292229                       -0.156438  ...   \n",
       "9294               0.014498                       -0.138966  ...   \n",
       "9295              -0.091834                       -0.136479  ...   \n",
       "9296              -0.157267                       -0.144793  ...   \n",
       "9297               0.030860                       -0.112359  ...   \n",
       "9298               0.034947                       -0.091568  ...   \n",
       "9299              -0.091834                       -0.097396  ...   \n",
       "9300              -0.014124                       -0.040851  ...   \n",
       "9301               0.108562                       -0.021726  ...   \n",
       "9302               0.034947                        0.004060  ...   \n",
       "9303               0.022679                        0.040646  ...   \n",
       "9304               0.133105                        0.061437  ...   \n",
       "9305               0.313052                        0.117981  ...   \n",
       "9306               0.268067                        0.191154  ...   \n",
       "9307               0.190358                        0.232735  ...   \n",
       "9308               0.239437                        0.259342  ...   \n",
       "9309               0.214893                        0.295928  ...   \n",
       "9310               0.358036                        0.364117  ...   \n",
       "9311               0.398934                        0.418164  ...   \n",
       "9312               0.386666                        0.433138  ...   \n",
       "9313               0.468462                        0.473875  ...   \n",
       "9314               0.546164                        0.546226  ...   \n",
       "9315               0.513447                        0.601938  ...   \n",
       "9316               0.856985                        0.732488  ...   \n",
       "9317               0.869253                        0.836441  ...   \n",
       "9318               1.417274                        1.043493  ...   \n",
       "9319               1.809891                        1.332875  ...   \n",
       "9320               1.086011                        1.458429  ...   \n",
       "\n",
       "      extreme_poverty  cardiovasc_death_rate  diabetes_prevalence  \\\n",
       "0            0.007324              -1.344575             0.009268   \n",
       "1            0.007324              -1.344575             0.009268   \n",
       "2            0.007324              -1.344575             0.009268   \n",
       "3            0.007324              -1.344575             0.009268   \n",
       "4            0.007324              -1.344575             0.009268   \n",
       "5            0.007324              -1.344575             0.009268   \n",
       "6            0.007324              -1.344575             0.009268   \n",
       "7            0.007324              -1.344575             0.009268   \n",
       "8            0.007324              -1.344575             0.009268   \n",
       "9            0.007324              -1.344575             0.009268   \n",
       "10           0.007324              -1.344575             0.009268   \n",
       "11           0.007324              -1.344575             0.009268   \n",
       "12           0.007324              -1.344575             0.009268   \n",
       "13           0.007324              -1.344575             0.009268   \n",
       "14           0.007324              -1.344575             0.009268   \n",
       "15           0.007324              -1.344575             0.009268   \n",
       "16           0.007324              -1.344575             0.009268   \n",
       "17           0.007324              -1.344575             0.009268   \n",
       "18           0.007324              -1.344575             0.009268   \n",
       "19           0.007324              -1.344575             0.009268   \n",
       "20           0.007324              -1.344575             0.009268   \n",
       "21           0.007324              -1.344575             0.009268   \n",
       "22           0.007324              -1.344575             0.009268   \n",
       "23           0.007324              -1.344575             0.009268   \n",
       "24           0.007324              -1.344575             0.009268   \n",
       "25           0.007324              -1.344575             0.009268   \n",
       "26           0.007324              -1.344575             0.009268   \n",
       "27           0.007324              -1.344575             0.009268   \n",
       "28           0.007324              -1.344575             0.009268   \n",
       "29           0.007324              -1.344575             0.009268   \n",
       "...               ...                    ...                  ...   \n",
       "9291        -0.837763              -0.001390             0.035072   \n",
       "9292        -0.837763              -0.001390             0.035072   \n",
       "9293        -0.837763              -0.001390             0.035072   \n",
       "9294        -0.837763              -0.001390             0.035072   \n",
       "9295        -0.837763              -0.001390             0.035072   \n",
       "9296        -0.837763              -0.001390             0.035072   \n",
       "9297        -0.837763              -0.001390             0.035072   \n",
       "9298        -0.837763              -0.001390             0.035072   \n",
       "9299        -0.837763              -0.001390             0.035072   \n",
       "9300        -0.837763              -0.001390             0.035072   \n",
       "9301        -0.837763              -0.001390             0.035072   \n",
       "9302        -0.837763              -0.001390             0.035072   \n",
       "9303        -0.837763              -0.001390             0.035072   \n",
       "9304        -0.837763              -0.001390             0.035072   \n",
       "9305        -0.837763              -0.001390             0.035072   \n",
       "9306        -0.837763              -0.001390             0.035072   \n",
       "9307        -0.837763              -0.001390             0.035072   \n",
       "9308        -0.837763              -0.001390             0.035072   \n",
       "9309        -0.837763              -0.001390             0.035072   \n",
       "9310        -0.837763              -0.001390             0.035072   \n",
       "9311        -0.837763              -0.001390             0.035072   \n",
       "9312        -0.837763              -0.001390             0.035072   \n",
       "9313        -0.837763              -0.001390             0.035072   \n",
       "9314        -0.837763              -0.001390             0.035072   \n",
       "9315        -0.837763              -0.001390             0.035072   \n",
       "9316        -0.837763              -0.001390             0.035072   \n",
       "9317        -0.837763              -0.001390             0.035072   \n",
       "9318        -0.837763              -0.001390             0.035072   \n",
       "9319        -0.837763              -0.001390             0.035072   \n",
       "9320        -0.837763              -0.001390             0.035072   \n",
       "\n",
       "      female_smokers  male_smokers  handwashing_facilities  \\\n",
       "0           2.049378      0.507886               -0.062867   \n",
       "1           2.049378      0.507886               -0.062867   \n",
       "2           2.049378      0.507886               -0.062867   \n",
       "3           2.049378      0.507886               -0.062867   \n",
       "4           2.049378      0.507886               -0.062867   \n",
       "5           2.049378      0.507886               -0.062867   \n",
       "6           2.049378      0.507886               -0.062867   \n",
       "7           2.049378      0.507886               -0.062867   \n",
       "8           2.049378      0.507886               -0.062867   \n",
       "9           2.049378      0.507886               -0.062867   \n",
       "10          2.049378      0.507886               -0.062867   \n",
       "11          2.049378      0.507886               -0.062867   \n",
       "12          2.049378      0.507886               -0.062867   \n",
       "13          2.049378      0.507886               -0.062867   \n",
       "14          2.049378      0.507886               -0.062867   \n",
       "15          2.049378      0.507886               -0.062867   \n",
       "16          2.049378      0.507886               -0.062867   \n",
       "17          2.049378      0.507886               -0.062867   \n",
       "18          2.049378      0.507886               -0.062867   \n",
       "19          2.049378      0.507886               -0.062867   \n",
       "20          2.049378      0.507886               -0.062867   \n",
       "21          2.049378      0.507886               -0.062867   \n",
       "22          2.049378      0.507886               -0.062867   \n",
       "23          2.049378      0.507886               -0.062867   \n",
       "24          2.049378      0.507886               -0.062867   \n",
       "25          2.049378      0.507886               -0.062867   \n",
       "26          2.049378      0.507886               -0.062867   \n",
       "27          2.049378      0.507886               -0.062867   \n",
       "28          2.049378      0.507886               -0.062867   \n",
       "29          2.049378      0.507886               -0.062867   \n",
       "...              ...           ...                     ...   \n",
       "9291       -0.046508      0.025368               -0.062867   \n",
       "9292       -0.046508      0.025368               -0.062867   \n",
       "9293       -0.046508      0.025368               -0.062867   \n",
       "9294       -0.046508      0.025368               -0.062867   \n",
       "9295       -0.046508      0.025368               -0.062867   \n",
       "9296       -0.046508      0.025368               -0.062867   \n",
       "9297       -0.046508      0.025368               -0.062867   \n",
       "9298       -0.046508      0.025368               -0.062867   \n",
       "9299       -0.046508      0.025368               -0.062867   \n",
       "9300       -0.046508      0.025368               -0.062867   \n",
       "9301       -0.046508      0.025368               -0.062867   \n",
       "9302       -0.046508      0.025368               -0.062867   \n",
       "9303       -0.046508      0.025368               -0.062867   \n",
       "9304       -0.046508      0.025368               -0.062867   \n",
       "9305       -0.046508      0.025368               -0.062867   \n",
       "9306       -0.046508      0.025368               -0.062867   \n",
       "9307       -0.046508      0.025368               -0.062867   \n",
       "9308       -0.046508      0.025368               -0.062867   \n",
       "9309       -0.046508      0.025368               -0.062867   \n",
       "9310       -0.046508      0.025368               -0.062867   \n",
       "9311       -0.046508      0.025368               -0.062867   \n",
       "9312       -0.046508      0.025368               -0.062867   \n",
       "9313       -0.046508      0.025368               -0.062867   \n",
       "9314       -0.046508      0.025368               -0.062867   \n",
       "9315       -0.046508      0.025368               -0.062867   \n",
       "9316       -0.046508      0.025368               -0.062867   \n",
       "9317       -0.046508      0.025368               -0.062867   \n",
       "9318       -0.046508      0.025368               -0.062867   \n",
       "9319       -0.046508      0.025368               -0.062867   \n",
       "9320       -0.046508      0.025368               -0.062867   \n",
       "\n",
       "      hospital_beds_per_thousand  life_expectancy  human_development_index  \\\n",
       "0                      -0.029765         1.350689                 0.984488   \n",
       "1                      -0.029765         1.350689                 0.984488   \n",
       "2                      -0.029765         1.350689                 0.984488   \n",
       "3                      -0.029765         1.350689                 0.984488   \n",
       "4                      -0.029765         1.350689                 0.984488   \n",
       "5                      -0.029765         1.350689                 0.984488   \n",
       "6                      -0.029765         1.350689                 0.984488   \n",
       "7                      -0.029765         1.350689                 0.984488   \n",
       "8                      -0.029765         1.350689                 0.984488   \n",
       "9                      -0.029765         1.350689                 0.984488   \n",
       "10                     -0.029765         1.350689                 0.984488   \n",
       "11                     -0.029765         1.350689                 0.984488   \n",
       "12                     -0.029765         1.350689                 0.984488   \n",
       "13                     -0.029765         1.350689                 0.984488   \n",
       "14                     -0.029765         1.350689                 0.984488   \n",
       "15                     -0.029765         1.350689                 0.984488   \n",
       "16                     -0.029765         1.350689                 0.984488   \n",
       "17                     -0.029765         1.350689                 0.984488   \n",
       "18                     -0.029765         1.350689                 0.984488   \n",
       "19                     -0.029765         1.350689                 0.984488   \n",
       "20                     -0.029765         1.350689                 0.984488   \n",
       "21                     -0.029765         1.350689                 0.984488   \n",
       "22                     -0.029765         1.350689                 0.984488   \n",
       "23                     -0.029765         1.350689                 0.984488   \n",
       "24                     -0.029765         1.350689                 0.984488   \n",
       "25                     -0.029765         1.350689                 0.984488   \n",
       "26                     -0.029765         1.350689                 0.984488   \n",
       "27                     -0.029765         1.350689                 0.984488   \n",
       "28                     -0.029765         1.350689                 0.984488   \n",
       "29                     -0.029765         1.350689                 0.984488   \n",
       "...                          ...              ...                      ...   \n",
       "9291                   -0.029765        -0.042196                -0.050679   \n",
       "9292                   -0.029765        -0.042196                -0.050679   \n",
       "9293                   -0.029765        -0.042196                -0.050679   \n",
       "9294                   -0.029765        -0.042196                -0.050679   \n",
       "9295                   -0.029765        -0.042196                -0.050679   \n",
       "9296                   -0.029765        -0.042196                -0.050679   \n",
       "9297                   -0.029765        -0.042196                -0.050679   \n",
       "9298                   -0.029765        -0.042196                -0.050679   \n",
       "9299                   -0.029765        -0.042196                -0.050679   \n",
       "9300                   -0.029765        -0.042196                -0.050679   \n",
       "9301                   -0.029765        -0.042196                -0.050679   \n",
       "9302                   -0.029765        -0.042196                -0.050679   \n",
       "9303                   -0.029765        -0.042196                -0.050679   \n",
       "9304                   -0.029765        -0.042196                -0.050679   \n",
       "9305                   -0.029765        -0.042196                -0.050679   \n",
       "9306                   -0.029765        -0.042196                -0.050679   \n",
       "9307                   -0.029765        -0.042196                -0.050679   \n",
       "9308                   -0.029765        -0.042196                -0.050679   \n",
       "9309                   -0.029765        -0.042196                -0.050679   \n",
       "9310                   -0.029765        -0.042196                -0.050679   \n",
       "9311                   -0.029765        -0.042196                -0.050679   \n",
       "9312                   -0.029765        -0.042196                -0.050679   \n",
       "9313                   -0.029765        -0.042196                -0.050679   \n",
       "9314                   -0.029765        -0.042196                -0.050679   \n",
       "9315                   -0.029765        -0.042196                -0.050679   \n",
       "9316                   -0.029765        -0.042196                -0.050679   \n",
       "9317                   -0.029765        -0.042196                -0.050679   \n",
       "9318                   -0.029765        -0.042196                -0.050679   \n",
       "9319                   -0.029765        -0.042196                -0.050679   \n",
       "9320                   -0.029765        -0.042196                -0.050679   \n",
       "\n",
       "      country_id  \n",
       "0            5.0  \n",
       "1            5.0  \n",
       "2            5.0  \n",
       "3            5.0  \n",
       "4            5.0  \n",
       "5            5.0  \n",
       "6            5.0  \n",
       "7            5.0  \n",
       "8            5.0  \n",
       "9            5.0  \n",
       "10           5.0  \n",
       "11           5.0  \n",
       "12           5.0  \n",
       "13           5.0  \n",
       "14           5.0  \n",
       "15           5.0  \n",
       "16           5.0  \n",
       "17           5.0  \n",
       "18           5.0  \n",
       "19           5.0  \n",
       "20           5.0  \n",
       "21           5.0  \n",
       "22           5.0  \n",
       "23           5.0  \n",
       "24           5.0  \n",
       "25           5.0  \n",
       "26           5.0  \n",
       "27           5.0  \n",
       "28           5.0  \n",
       "29           5.0  \n",
       "...          ...  \n",
       "9291       208.0  \n",
       "9292       208.0  \n",
       "9293       208.0  \n",
       "9294       208.0  \n",
       "9295       208.0  \n",
       "9296       208.0  \n",
       "9297       208.0  \n",
       "9298       208.0  \n",
       "9299       208.0  \n",
       "9300       208.0  \n",
       "9301       208.0  \n",
       "9302       208.0  \n",
       "9303       208.0  \n",
       "9304       208.0  \n",
       "9305       208.0  \n",
       "9306       208.0  \n",
       "9307       208.0  \n",
       "9308       208.0  \n",
       "9309       208.0  \n",
       "9310       208.0  \n",
       "9311       208.0  \n",
       "9312       208.0  \n",
       "9313       208.0  \n",
       "9314       208.0  \n",
       "9315       208.0  \n",
       "9316       208.0  \n",
       "9317       208.0  \n",
       "9318       208.0  \n",
       "9319       208.0  \n",
       "9320       208.0  \n",
       "\n",
       "[9321 rows x 46 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>total_cases</th>\n",
       "      <th>new_cases</th>\n",
       "      <th>new_cases_smoothed</th>\n",
       "      <th>total_deaths</th>\n",
       "      <th>new_deaths</th>\n",
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       "      <th>...</th>\n",
       "      <th>extreme_poverty</th>\n",
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       "      <th>female_smokers</th>\n",
       "      <th>male_smokers</th>\n",
       "      <th>handwashing_facilities</th>\n",
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       "      <th>country_id</th>\n",
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       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>-0.194358</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547153</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>-0.194358</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547153</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>-0.194358</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547153</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>-0.194356</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547115</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.399581</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>-0.194356</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547115</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399581</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>-0.194353</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547076</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>-0.194353</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547076</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>-0.194353</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547076</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>-0.194353</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.547076</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>-0.194348</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546999</td>\n",
       "      <td>-0.288957</td>\n",
       "      <td>-0.399581</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>-0.194348</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546999</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>-0.194348</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546999</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>-0.194346</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546961</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>-0.194346</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546961</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>-0.194346</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546961</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>-0.194346</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546961</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>-0.194343</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546922</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400244</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>-0.194341</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546884</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546845</td>\n",
       "      <td>-0.290593</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546845</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546845</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546845</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>-0.194338</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546845</td>\n",
       "      <td>-0.292229</td>\n",
       "      <td>-0.400571</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>-0.194333</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.226347</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.546768</td>\n",
       "      <td>-0.288957</td>\n",
       "      <td>-0.399907</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007324</td>\n",
       "      <td>1.645330</td>\n",
       "      <td>-0.443143</td>\n",
       "      <td>-0.046508</td>\n",
       "      <td>0.025368</td>\n",
       "      <td>-1.765132</td>\n",
       "      <td>-0.931125</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4450</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>18.310873</td>\n",
       "      <td>9.764149</td>\n",
       "      <td>8.648175</td>\n",
       "      <td>18.441140</td>\n",
       "      <td>5.664218</td>\n",
       "      <td>6.238785</td>\n",
       "      <td>3.596861</td>\n",
       "      <td>0.917534</td>\n",
       "      <td>1.075882</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4451</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>18.398352</td>\n",
       "      <td>6.665199</td>\n",
       "      <td>8.608987</td>\n",
       "      <td>18.476921</td>\n",
       "      <td>3.248913</td>\n",
       "      <td>6.425305</td>\n",
       "      <td>3.616451</td>\n",
       "      <td>0.541224</td>\n",
       "      <td>1.069346</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4452</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>18.500378</td>\n",
       "      <td>7.806607</td>\n",
       "      <td>8.833203</td>\n",
       "      <td>18.512523</td>\n",
       "      <td>3.231536</td>\n",
       "      <td>6.536422</td>\n",
       "      <td>3.639300</td>\n",
       "      <td>0.679829</td>\n",
       "      <td>1.106765</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4453</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>18.608312</td>\n",
       "      <td>8.270132</td>\n",
       "      <td>8.834512</td>\n",
       "      <td>18.576661</td>\n",
       "      <td>6.003056</td>\n",
       "      <td>6.257304</td>\n",
       "      <td>3.663471</td>\n",
       "      <td>0.736117</td>\n",
       "      <td>1.106978</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4454</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>18.729080</td>\n",
       "      <td>9.277025</td>\n",
       "      <td>9.014886</td>\n",
       "      <td>18.656453</td>\n",
       "      <td>7.523482</td>\n",
       "      <td>6.207042</td>\n",
       "      <td>3.690516</td>\n",
       "      <td>0.858385</td>\n",
       "      <td>1.137084</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4455</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>18.871448</td>\n",
       "      <td>10.971831</td>\n",
       "      <td>9.364839</td>\n",
       "      <td>18.743402</td>\n",
       "      <td>8.218534</td>\n",
       "      <td>6.328743</td>\n",
       "      <td>3.722399</td>\n",
       "      <td>1.064187</td>\n",
       "      <td>1.195496</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4456</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>19.017030</td>\n",
       "      <td>11.223947</td>\n",
       "      <td>9.469893</td>\n",
       "      <td>18.834107</td>\n",
       "      <td>8.583436</td>\n",
       "      <td>6.468965</td>\n",
       "      <td>3.755002</td>\n",
       "      <td>1.094801</td>\n",
       "      <td>1.213024</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4457</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>19.153059</td>\n",
       "      <td>10.474481</td>\n",
       "      <td>9.574975</td>\n",
       "      <td>18.886885</td>\n",
       "      <td>4.899661</td>\n",
       "      <td>6.352550</td>\n",
       "      <td>3.785465</td>\n",
       "      <td>1.003788</td>\n",
       "      <td>1.230564</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4458</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>19.262335</td>\n",
       "      <td>8.375345</td>\n",
       "      <td>9.827963</td>\n",
       "      <td>18.922129</td>\n",
       "      <td>3.196784</td>\n",
       "      <td>6.344615</td>\n",
       "      <td>3.809936</td>\n",
       "      <td>0.748891</td>\n",
       "      <td>1.272786</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4459</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>19.366737</td>\n",
       "      <td>7.993040</td>\n",
       "      <td>9.855543</td>\n",
       "      <td>18.950217</td>\n",
       "      <td>2.501732</td>\n",
       "      <td>6.233497</td>\n",
       "      <td>3.833317</td>\n",
       "      <td>0.702468</td>\n",
       "      <td>1.277388</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4460</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>19.498370</td>\n",
       "      <td>10.129541</td>\n",
       "      <td>10.130612</td>\n",
       "      <td>19.023301</td>\n",
       "      <td>6.871871</td>\n",
       "      <td>6.365783</td>\n",
       "      <td>3.862796</td>\n",
       "      <td>0.961902</td>\n",
       "      <td>1.323300</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4461</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>19.647220</td>\n",
       "      <td>11.480391</td>\n",
       "      <td>10.456565</td>\n",
       "      <td>19.110070</td>\n",
       "      <td>8.201158</td>\n",
       "      <td>6.468965</td>\n",
       "      <td>3.896130</td>\n",
       "      <td>1.125937</td>\n",
       "      <td>1.377707</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4462</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>19.807097</td>\n",
       "      <td>12.345493</td>\n",
       "      <td>10.659776</td>\n",
       "      <td>19.184137</td>\n",
       "      <td>6.967440</td>\n",
       "      <td>6.278472</td>\n",
       "      <td>3.931934</td>\n",
       "      <td>1.230988</td>\n",
       "      <td>1.411616</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4463</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>19.983192</td>\n",
       "      <td>13.618072</td>\n",
       "      <td>11.013948</td>\n",
       "      <td>19.264556</td>\n",
       "      <td>7.584299</td>\n",
       "      <td>6.126352</td>\n",
       "      <td>3.971369</td>\n",
       "      <td>1.385521</td>\n",
       "      <td>1.470736</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4464</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>20.125087</td>\n",
       "      <td>10.934662</td>\n",
       "      <td>11.082024</td>\n",
       "      <td>19.326278</td>\n",
       "      <td>5.768476</td>\n",
       "      <td>6.258628</td>\n",
       "      <td>4.003146</td>\n",
       "      <td>1.059673</td>\n",
       "      <td>1.482088</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4465</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>20.245005</td>\n",
       "      <td>9.210358</td>\n",
       "      <td>11.205551</td>\n",
       "      <td>19.360718</td>\n",
       "      <td>3.118590</td>\n",
       "      <td>6.246729</td>\n",
       "      <td>4.030001</td>\n",
       "      <td>0.850290</td>\n",
       "      <td>1.502710</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4466</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>20.395795</td>\n",
       "      <td>11.632604</td>\n",
       "      <td>11.743966</td>\n",
       "      <td>19.401777</td>\n",
       "      <td>3.761513</td>\n",
       "      <td>6.438537</td>\n",
       "      <td>4.063770</td>\n",
       "      <td>1.144425</td>\n",
       "      <td>1.592567</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4467</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>20.542547</td>\n",
       "      <td>11.315787</td>\n",
       "      <td>11.919452</td>\n",
       "      <td>19.485237</td>\n",
       "      <td>7.879696</td>\n",
       "      <td>6.591981</td>\n",
       "      <td>4.096634</td>\n",
       "      <td>1.105954</td>\n",
       "      <td>1.621863</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4468</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>20.700401</td>\n",
       "      <td>12.186789</td>\n",
       "      <td>12.023952</td>\n",
       "      <td>19.586766</td>\n",
       "      <td>9.634702</td>\n",
       "      <td>6.810253</td>\n",
       "      <td>4.131985</td>\n",
       "      <td>1.211717</td>\n",
       "      <td>1.639301</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4469</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>20.881013</td>\n",
       "      <td>13.972451</td>\n",
       "      <td>12.264634</td>\n",
       "      <td>19.661996</td>\n",
       "      <td>7.080386</td>\n",
       "      <td>6.827449</td>\n",
       "      <td>4.172432</td>\n",
       "      <td>1.428553</td>\n",
       "      <td>1.679476</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4470</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>21.094889</td>\n",
       "      <td>16.582310</td>\n",
       "      <td>12.703146</td>\n",
       "      <td>19.747245</td>\n",
       "      <td>8.053459</td>\n",
       "      <td>6.898879</td>\n",
       "      <td>4.220329</td>\n",
       "      <td>1.745469</td>\n",
       "      <td>1.752659</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4471</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>21.303067</td>\n",
       "      <td>16.135305</td>\n",
       "      <td>13.472497</td>\n",
       "      <td>19.828110</td>\n",
       "      <td>7.627740</td>\n",
       "      <td>7.181969</td>\n",
       "      <td>4.266950</td>\n",
       "      <td>1.691189</td>\n",
       "      <td>1.881060</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4472</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>21.452053</td>\n",
       "      <td>11.491010</td>\n",
       "      <td>13.809883</td>\n",
       "      <td>19.857719</td>\n",
       "      <td>2.649430</td>\n",
       "      <td>7.110530</td>\n",
       "      <td>4.300314</td>\n",
       "      <td>1.127233</td>\n",
       "      <td>1.937368</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4473</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>21.623394</td>\n",
       "      <td>13.245010</td>\n",
       "      <td>14.048412</td>\n",
       "      <td>19.902893</td>\n",
       "      <td>4.161168</td>\n",
       "      <td>7.171385</td>\n",
       "      <td>4.338685</td>\n",
       "      <td>1.340220</td>\n",
       "      <td>1.977183</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4474</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>21.811703</td>\n",
       "      <td>14.576390</td>\n",
       "      <td>14.530766</td>\n",
       "      <td>19.991273</td>\n",
       "      <td>8.357544</td>\n",
       "      <td>7.244140</td>\n",
       "      <td>4.380856</td>\n",
       "      <td>1.501892</td>\n",
       "      <td>2.057691</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4475</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>22.008139</td>\n",
       "      <td>15.213958</td>\n",
       "      <td>14.978587</td>\n",
       "      <td>20.078669</td>\n",
       "      <td>8.261975</td>\n",
       "      <td>7.035128</td>\n",
       "      <td>4.424847</td>\n",
       "      <td>1.579308</td>\n",
       "      <td>2.132427</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4476</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>22.229036</td>\n",
       "      <td>17.133152</td>\n",
       "      <td>15.446161</td>\n",
       "      <td>20.165259</td>\n",
       "      <td>8.183781</td>\n",
       "      <td>7.203128</td>\n",
       "      <td>4.474316</td>\n",
       "      <td>1.812365</td>\n",
       "      <td>2.210471</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4477</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>22.482875</td>\n",
       "      <td>19.717838</td>\n",
       "      <td>15.910012</td>\n",
       "      <td>20.258291</td>\n",
       "      <td>8.809328</td>\n",
       "      <td>7.318218</td>\n",
       "      <td>4.531162</td>\n",
       "      <td>2.126222</td>\n",
       "      <td>2.287884</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4478</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>22.680722</td>\n",
       "      <td>15.324677</td>\n",
       "      <td>15.790093</td>\n",
       "      <td>20.334147</td>\n",
       "      <td>7.141203</td>\n",
       "      <td>7.244140</td>\n",
       "      <td>4.575469</td>\n",
       "      <td>1.592754</td>\n",
       "      <td>2.267870</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4479</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>22.883750</td>\n",
       "      <td>15.731171</td>\n",
       "      <td>16.417356</td>\n",
       "      <td>20.373506</td>\n",
       "      <td>3.596439</td>\n",
       "      <td>7.388324</td>\n",
       "      <td>4.620937</td>\n",
       "      <td>1.642118</td>\n",
       "      <td>2.372555</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.799149</td>\n",
       "      <td>-0.960492</td>\n",
       "      <td>0.691514</td>\n",
       "      <td>0.929719</td>\n",
       "      <td>-0.716768</td>\n",
       "      <td>-0.062867</td>\n",
       "      <td>-0.138618</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4480 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              date  total_cases  new_cases  new_cases_smoothed  total_deaths  \\\n",
       "0     1.585008e+09    -0.194358  -0.198390           -0.200106      0.007391   \n",
       "1     1.585094e+09    -0.194358  -0.198390           -0.200106      0.007391   \n",
       "2     1.585181e+09    -0.194358  -0.198390           -0.200106      0.007391   \n",
       "3     1.585267e+09    -0.194356  -0.198193           -0.200077      0.007391   \n",
       "4     1.585354e+09    -0.194356  -0.198390           -0.200077      0.007391   \n",
       "5     1.585440e+09    -0.194353  -0.198193           -0.200106      0.007391   \n",
       "6     1.585526e+09    -0.194353  -0.198390           -0.200135      0.007391   \n",
       "7     1.585613e+09    -0.194353  -0.198390           -0.200135      0.007391   \n",
       "8     1.585699e+09    -0.194353  -0.198390           -0.200135      0.007391   \n",
       "9     1.585786e+09    -0.194348  -0.197997           -0.200077      0.007391   \n",
       "10    1.585872e+09    -0.194348  -0.198390           -0.200106      0.007391   \n",
       "11    1.585958e+09    -0.194348  -0.198390           -0.200106      0.007391   \n",
       "12    1.586045e+09    -0.194346  -0.198193           -0.200106      0.007391   \n",
       "13    1.586131e+09    -0.194346  -0.198390           -0.200106      0.007391   \n",
       "14    1.586218e+09    -0.194346  -0.198390           -0.200106      0.007391   \n",
       "15    1.586304e+09    -0.194346  -0.198390           -0.200106      0.007391   \n",
       "16    1.586390e+09    -0.194343  -0.198193           -0.200135      0.007391   \n",
       "17    1.586477e+09    -0.194341  -0.198193           -0.200106      0.007391   \n",
       "18    1.586563e+09    -0.194341  -0.198390           -0.200106      0.007391   \n",
       "19    1.586650e+09    -0.194341  -0.198390           -0.200135      0.007391   \n",
       "20    1.586736e+09    -0.194341  -0.198390           -0.200135      0.007391   \n",
       "21    1.586822e+09    -0.194341  -0.198390           -0.200135      0.007391   \n",
       "22    1.586909e+09    -0.194341  -0.198390           -0.200135      0.007391   \n",
       "23    1.586995e+09    -0.194341  -0.198390           -0.200164      0.007391   \n",
       "24    1.587082e+09    -0.194338  -0.198193           -0.200164      0.007391   \n",
       "25    1.587168e+09    -0.194338  -0.198390           -0.200164      0.007391   \n",
       "26    1.587254e+09    -0.194338  -0.198390           -0.200164      0.007391   \n",
       "27    1.587341e+09    -0.194338  -0.198390           -0.200164      0.007391   \n",
       "28    1.587427e+09    -0.194338  -0.198390           -0.200164      0.007391   \n",
       "29    1.587514e+09    -0.194333  -0.197997           -0.200106      0.007391   \n",
       "...            ...          ...        ...                 ...           ...   \n",
       "4450  1.601770e+09    18.310873   9.764149            8.648175     18.441140   \n",
       "4451  1.601856e+09    18.398352   6.665199            8.608987     18.476921   \n",
       "4452  1.601942e+09    18.500378   7.806607            8.833203     18.512523   \n",
       "4453  1.602029e+09    18.608312   8.270132            8.834512     18.576661   \n",
       "4454  1.602115e+09    18.729080   9.277025            9.014886     18.656453   \n",
       "4455  1.602202e+09    18.871448  10.971831            9.364839     18.743402   \n",
       "4456  1.602288e+09    19.017030  11.223947            9.469893     18.834107   \n",
       "4457  1.602374e+09    19.153059  10.474481            9.574975     18.886885   \n",
       "4458  1.602461e+09    19.262335   8.375345            9.827963     18.922129   \n",
       "4459  1.602547e+09    19.366737   7.993040            9.855543     18.950217   \n",
       "4460  1.602634e+09    19.498370  10.129541           10.130612     19.023301   \n",
       "4461  1.602720e+09    19.647220  11.480391           10.456565     19.110070   \n",
       "4462  1.602806e+09    19.807097  12.345493           10.659776     19.184137   \n",
       "4463  1.602893e+09    19.983192  13.618072           11.013948     19.264556   \n",
       "4464  1.602979e+09    20.125087  10.934662           11.082024     19.326278   \n",
       "4465  1.603066e+09    20.245005   9.210358           11.205551     19.360718   \n",
       "4466  1.603152e+09    20.395795  11.632604           11.743966     19.401777   \n",
       "4467  1.603238e+09    20.542547  11.315787           11.919452     19.485237   \n",
       "4468  1.603325e+09    20.700401  12.186789           12.023952     19.586766   \n",
       "4469  1.603411e+09    20.881013  13.972451           12.264634     19.661996   \n",
       "4470  1.603498e+09    21.094889  16.582310           12.703146     19.747245   \n",
       "4471  1.603584e+09    21.303067  16.135305           13.472497     19.828110   \n",
       "4472  1.603670e+09    21.452053  11.491010           13.809883     19.857719   \n",
       "4473  1.603757e+09    21.623394  13.245010           14.048412     19.902893   \n",
       "4474  1.603843e+09    21.811703  14.576390           14.530766     19.991273   \n",
       "4475  1.603930e+09    22.008139  15.213958           14.978587     20.078669   \n",
       "4476  1.604016e+09    22.229036  17.133152           15.446161     20.165259   \n",
       "4477  1.604102e+09    22.482875  19.717838           15.910012     20.258291   \n",
       "4478  1.604189e+09    22.680722  15.324677           15.790093     20.334147   \n",
       "4479  1.604275e+09    22.883750  15.731171           16.417356     20.373506   \n",
       "\n",
       "      new_deaths  new_deaths_smoothed  total_cases_per_million  \\\n",
       "0      -0.226347            -0.239105                -0.547153   \n",
       "1      -0.226347            -0.239105                -0.547153   \n",
       "2      -0.226347            -0.239105                -0.547153   \n",
       "3      -0.226347            -0.239105                -0.547115   \n",
       "4      -0.226347            -0.239105                -0.547115   \n",
       "5      -0.226347            -0.239105                -0.547076   \n",
       "6      -0.226347            -0.239105                -0.547076   \n",
       "7      -0.226347            -0.239105                -0.547076   \n",
       "8      -0.226347            -0.239105                -0.547076   \n",
       "9      -0.226347            -0.239105                -0.546999   \n",
       "10     -0.226347            -0.239105                -0.546999   \n",
       "11     -0.226347            -0.239105                -0.546999   \n",
       "12     -0.226347            -0.239105                -0.546961   \n",
       "13     -0.226347            -0.239105                -0.546961   \n",
       "14     -0.226347            -0.239105                -0.546961   \n",
       "15     -0.226347            -0.239105                -0.546961   \n",
       "16     -0.226347            -0.239105                -0.546922   \n",
       "17     -0.226347            -0.239105                -0.546884   \n",
       "18     -0.226347            -0.239105                -0.546884   \n",
       "19     -0.226347            -0.239105                -0.546884   \n",
       "20     -0.226347            -0.239105                -0.546884   \n",
       "21     -0.226347            -0.239105                -0.546884   \n",
       "22     -0.226347            -0.239105                -0.546884   \n",
       "23     -0.226347            -0.239105                -0.546884   \n",
       "24     -0.226347            -0.239105                -0.546845   \n",
       "25     -0.226347            -0.239105                -0.546845   \n",
       "26     -0.226347            -0.239105                -0.546845   \n",
       "27     -0.226347            -0.239105                -0.546845   \n",
       "28     -0.226347            -0.239105                -0.546845   \n",
       "29     -0.226347            -0.239105                -0.546768   \n",
       "...          ...                  ...                      ...   \n",
       "4450    5.664218             6.238785                 3.596861   \n",
       "4451    3.248913             6.425305                 3.616451   \n",
       "4452    3.231536             6.536422                 3.639300   \n",
       "4453    6.003056             6.257304                 3.663471   \n",
       "4454    7.523482             6.207042                 3.690516   \n",
       "4455    8.218534             6.328743                 3.722399   \n",
       "4456    8.583436             6.468965                 3.755002   \n",
       "4457    4.899661             6.352550                 3.785465   \n",
       "4458    3.196784             6.344615                 3.809936   \n",
       "4459    2.501732             6.233497                 3.833317   \n",
       "4460    6.871871             6.365783                 3.862796   \n",
       "4461    8.201158             6.468965                 3.896130   \n",
       "4462    6.967440             6.278472                 3.931934   \n",
       "4463    7.584299             6.126352                 3.971369   \n",
       "4464    5.768476             6.258628                 4.003146   \n",
       "4465    3.118590             6.246729                 4.030001   \n",
       "4466    3.761513             6.438537                 4.063770   \n",
       "4467    7.879696             6.591981                 4.096634   \n",
       "4468    9.634702             6.810253                 4.131985   \n",
       "4469    7.080386             6.827449                 4.172432   \n",
       "4470    8.053459             6.898879                 4.220329   \n",
       "4471    7.627740             7.181969                 4.266950   \n",
       "4472    2.649430             7.110530                 4.300314   \n",
       "4473    4.161168             7.171385                 4.338685   \n",
       "4474    8.357544             7.244140                 4.380856   \n",
       "4475    8.261975             7.035128                 4.424847   \n",
       "4476    8.183781             7.203128                 4.474316   \n",
       "4477    8.809328             7.318218                 4.531162   \n",
       "4478    7.141203             7.244140                 4.575469   \n",
       "4479    3.596439             7.388324                 4.620937   \n",
       "\n",
       "      new_cases_per_million  new_cases_smoothed_per_million  ...  \\\n",
       "0                 -0.292229                       -0.399907  ...   \n",
       "1                 -0.292229                       -0.399907  ...   \n",
       "2                 -0.292229                       -0.399907  ...   \n",
       "3                 -0.290593                       -0.399581  ...   \n",
       "4                 -0.292229                       -0.399581  ...   \n",
       "5                 -0.290593                       -0.399907  ...   \n",
       "6                 -0.292229                       -0.400244  ...   \n",
       "7                 -0.292229                       -0.400244  ...   \n",
       "8                 -0.292229                       -0.400244  ...   \n",
       "9                 -0.288957                       -0.399581  ...   \n",
       "10                -0.292229                       -0.399907  ...   \n",
       "11                -0.292229                       -0.399907  ...   \n",
       "12                -0.290593                       -0.399907  ...   \n",
       "13                -0.292229                       -0.399907  ...   \n",
       "14                -0.292229                       -0.399907  ...   \n",
       "15                -0.292229                       -0.399907  ...   \n",
       "16                -0.290593                       -0.400244  ...   \n",
       "17                -0.290593                       -0.399907  ...   \n",
       "18                -0.292229                       -0.399907  ...   \n",
       "19                -0.292229                       -0.400244  ...   \n",
       "20                -0.292229                       -0.400244  ...   \n",
       "21                -0.292229                       -0.400244  ...   \n",
       "22                -0.292229                       -0.400244  ...   \n",
       "23                -0.292229                       -0.400571  ...   \n",
       "24                -0.290593                       -0.400571  ...   \n",
       "25                -0.292229                       -0.400571  ...   \n",
       "26                -0.292229                       -0.400571  ...   \n",
       "27                -0.292229                       -0.400571  ...   \n",
       "28                -0.292229                       -0.400571  ...   \n",
       "29                -0.288957                       -0.399907  ...   \n",
       "...                     ...                             ...  ...   \n",
       "4450               0.917534                        1.075882  ...   \n",
       "4451               0.541224                        1.069346  ...   \n",
       "4452               0.679829                        1.106765  ...   \n",
       "4453               0.736117                        1.106978  ...   \n",
       "4454               0.858385                        1.137084  ...   \n",
       "4455               1.064187                        1.195496  ...   \n",
       "4456               1.094801                        1.213024  ...   \n",
       "4457               1.003788                        1.230564  ...   \n",
       "4458               0.748891                        1.272786  ...   \n",
       "4459               0.702468                        1.277388  ...   \n",
       "4460               0.961902                        1.323300  ...   \n",
       "4461               1.125937                        1.377707  ...   \n",
       "4462               1.230988                        1.411616  ...   \n",
       "4463               1.385521                        1.470736  ...   \n",
       "4464               1.059673                        1.482088  ...   \n",
       "4465               0.850290                        1.502710  ...   \n",
       "4466               1.144425                        1.592567  ...   \n",
       "4467               1.105954                        1.621863  ...   \n",
       "4468               1.211717                        1.639301  ...   \n",
       "4469               1.428553                        1.679476  ...   \n",
       "4470               1.745469                        1.752659  ...   \n",
       "4471               1.691189                        1.881060  ...   \n",
       "4472               1.127233                        1.937368  ...   \n",
       "4473               1.340220                        1.977183  ...   \n",
       "4474               1.501892                        2.057691  ...   \n",
       "4475               1.579308                        2.132427  ...   \n",
       "4476               1.812365                        2.210471  ...   \n",
       "4477               2.126222                        2.287884  ...   \n",
       "4478               1.592754                        2.267870  ...   \n",
       "4479               1.642118                        2.372555  ...   \n",
       "\n",
       "      extreme_poverty  cardiovasc_death_rate  diabetes_prevalence  \\\n",
       "0            0.007324               1.645330            -0.443143   \n",
       "1            0.007324               1.645330            -0.443143   \n",
       "2            0.007324               1.645330            -0.443143   \n",
       "3            0.007324               1.645330            -0.443143   \n",
       "4            0.007324               1.645330            -0.443143   \n",
       "5            0.007324               1.645330            -0.443143   \n",
       "6            0.007324               1.645330            -0.443143   \n",
       "7            0.007324               1.645330            -0.443143   \n",
       "8            0.007324               1.645330            -0.443143   \n",
       "9            0.007324               1.645330            -0.443143   \n",
       "10           0.007324               1.645330            -0.443143   \n",
       "11           0.007324               1.645330            -0.443143   \n",
       "12           0.007324               1.645330            -0.443143   \n",
       "13           0.007324               1.645330            -0.443143   \n",
       "14           0.007324               1.645330            -0.443143   \n",
       "15           0.007324               1.645330            -0.443143   \n",
       "16           0.007324               1.645330            -0.443143   \n",
       "17           0.007324               1.645330            -0.443143   \n",
       "18           0.007324               1.645330            -0.443143   \n",
       "19           0.007324               1.645330            -0.443143   \n",
       "20           0.007324               1.645330            -0.443143   \n",
       "21           0.007324               1.645330            -0.443143   \n",
       "22           0.007324               1.645330            -0.443143   \n",
       "23           0.007324               1.645330            -0.443143   \n",
       "24           0.007324               1.645330            -0.443143   \n",
       "25           0.007324               1.645330            -0.443143   \n",
       "26           0.007324               1.645330            -0.443143   \n",
       "27           0.007324               1.645330            -0.443143   \n",
       "28           0.007324               1.645330            -0.443143   \n",
       "29           0.007324               1.645330            -0.443143   \n",
       "...               ...                    ...                  ...   \n",
       "4450        -0.799149              -0.960492             0.691514   \n",
       "4451        -0.799149              -0.960492             0.691514   \n",
       "4452        -0.799149              -0.960492             0.691514   \n",
       "4453        -0.799149              -0.960492             0.691514   \n",
       "4454        -0.799149              -0.960492             0.691514   \n",
       "4455        -0.799149              -0.960492             0.691514   \n",
       "4456        -0.799149              -0.960492             0.691514   \n",
       "4457        -0.799149              -0.960492             0.691514   \n",
       "4458        -0.799149              -0.960492             0.691514   \n",
       "4459        -0.799149              -0.960492             0.691514   \n",
       "4460        -0.799149              -0.960492             0.691514   \n",
       "4461        -0.799149              -0.960492             0.691514   \n",
       "4462        -0.799149              -0.960492             0.691514   \n",
       "4463        -0.799149              -0.960492             0.691514   \n",
       "4464        -0.799149              -0.960492             0.691514   \n",
       "4465        -0.799149              -0.960492             0.691514   \n",
       "4466        -0.799149              -0.960492             0.691514   \n",
       "4467        -0.799149              -0.960492             0.691514   \n",
       "4468        -0.799149              -0.960492             0.691514   \n",
       "4469        -0.799149              -0.960492             0.691514   \n",
       "4470        -0.799149              -0.960492             0.691514   \n",
       "4471        -0.799149              -0.960492             0.691514   \n",
       "4472        -0.799149              -0.960492             0.691514   \n",
       "4473        -0.799149              -0.960492             0.691514   \n",
       "4474        -0.799149              -0.960492             0.691514   \n",
       "4475        -0.799149              -0.960492             0.691514   \n",
       "4476        -0.799149              -0.960492             0.691514   \n",
       "4477        -0.799149              -0.960492             0.691514   \n",
       "4478        -0.799149              -0.960492             0.691514   \n",
       "4479        -0.799149              -0.960492             0.691514   \n",
       "\n",
       "      female_smokers  male_smokers  handwashing_facilities  \\\n",
       "0          -0.046508      0.025368               -1.765132   \n",
       "1          -0.046508      0.025368               -1.765132   \n",
       "2          -0.046508      0.025368               -1.765132   \n",
       "3          -0.046508      0.025368               -1.765132   \n",
       "4          -0.046508      0.025368               -1.765132   \n",
       "5          -0.046508      0.025368               -1.765132   \n",
       "6          -0.046508      0.025368               -1.765132   \n",
       "7          -0.046508      0.025368               -1.765132   \n",
       "8          -0.046508      0.025368               -1.765132   \n",
       "9          -0.046508      0.025368               -1.765132   \n",
       "10         -0.046508      0.025368               -1.765132   \n",
       "11         -0.046508      0.025368               -1.765132   \n",
       "12         -0.046508      0.025368               -1.765132   \n",
       "13         -0.046508      0.025368               -1.765132   \n",
       "14         -0.046508      0.025368               -1.765132   \n",
       "15         -0.046508      0.025368               -1.765132   \n",
       "16         -0.046508      0.025368               -1.765132   \n",
       "17         -0.046508      0.025368               -1.765132   \n",
       "18         -0.046508      0.025368               -1.765132   \n",
       "19         -0.046508      0.025368               -1.765132   \n",
       "20         -0.046508      0.025368               -1.765132   \n",
       "21         -0.046508      0.025368               -1.765132   \n",
       "22         -0.046508      0.025368               -1.765132   \n",
       "23         -0.046508      0.025368               -1.765132   \n",
       "24         -0.046508      0.025368               -1.765132   \n",
       "25         -0.046508      0.025368               -1.765132   \n",
       "26         -0.046508      0.025368               -1.765132   \n",
       "27         -0.046508      0.025368               -1.765132   \n",
       "28         -0.046508      0.025368               -1.765132   \n",
       "29         -0.046508      0.025368               -1.765132   \n",
       "...              ...           ...                     ...   \n",
       "4450        0.929719     -0.716768               -0.062867   \n",
       "4451        0.929719     -0.716768               -0.062867   \n",
       "4452        0.929719     -0.716768               -0.062867   \n",
       "4453        0.929719     -0.716768               -0.062867   \n",
       "4454        0.929719     -0.716768               -0.062867   \n",
       "4455        0.929719     -0.716768               -0.062867   \n",
       "4456        0.929719     -0.716768               -0.062867   \n",
       "4457        0.929719     -0.716768               -0.062867   \n",
       "4458        0.929719     -0.716768               -0.062867   \n",
       "4459        0.929719     -0.716768               -0.062867   \n",
       "4460        0.929719     -0.716768               -0.062867   \n",
       "4461        0.929719     -0.716768               -0.062867   \n",
       "4462        0.929719     -0.716768               -0.062867   \n",
       "4463        0.929719     -0.716768               -0.062867   \n",
       "4464        0.929719     -0.716768               -0.062867   \n",
       "4465        0.929719     -0.716768               -0.062867   \n",
       "4466        0.929719     -0.716768               -0.062867   \n",
       "4467        0.929719     -0.716768               -0.062867   \n",
       "4468        0.929719     -0.716768               -0.062867   \n",
       "4469        0.929719     -0.716768               -0.062867   \n",
       "4470        0.929719     -0.716768               -0.062867   \n",
       "4471        0.929719     -0.716768               -0.062867   \n",
       "4472        0.929719     -0.716768               -0.062867   \n",
       "4473        0.929719     -0.716768               -0.062867   \n",
       "4474        0.929719     -0.716768               -0.062867   \n",
       "4475        0.929719     -0.716768               -0.062867   \n",
       "4476        0.929719     -0.716768               -0.062867   \n",
       "4477        0.929719     -0.716768               -0.062867   \n",
       "4478        0.929719     -0.716768               -0.062867   \n",
       "4479        0.929719     -0.716768               -0.062867   \n",
       "\n",
       "      hospital_beds_per_thousand  life_expectancy  human_development_index  \\\n",
       "0                      -0.931125        -2.807790                -2.474105   \n",
       "1                      -0.931125        -2.807790                -2.474105   \n",
       "2                      -0.931125        -2.807790                -2.474105   \n",
       "3                      -0.931125        -2.807790                -2.474105   \n",
       "4                      -0.931125        -2.807790                -2.474105   \n",
       "5                      -0.931125        -2.807790                -2.474105   \n",
       "6                      -0.931125        -2.807790                -2.474105   \n",
       "7                      -0.931125        -2.807790                -2.474105   \n",
       "8                      -0.931125        -2.807790                -2.474105   \n",
       "9                      -0.931125        -2.807790                -2.474105   \n",
       "10                     -0.931125        -2.807790                -2.474105   \n",
       "11                     -0.931125        -2.807790                -2.474105   \n",
       "12                     -0.931125        -2.807790                -2.474105   \n",
       "13                     -0.931125        -2.807790                -2.474105   \n",
       "14                     -0.931125        -2.807790                -2.474105   \n",
       "15                     -0.931125        -2.807790                -2.474105   \n",
       "16                     -0.931125        -2.807790                -2.474105   \n",
       "17                     -0.931125        -2.807790                -2.474105   \n",
       "18                     -0.931125        -2.807790                -2.474105   \n",
       "19                     -0.931125        -2.807790                -2.474105   \n",
       "20                     -0.931125        -2.807790                -2.474105   \n",
       "21                     -0.931125        -2.807790                -2.474105   \n",
       "22                     -0.931125        -2.807790                -2.474105   \n",
       "23                     -0.931125        -2.807790                -2.474105   \n",
       "24                     -0.931125        -2.807790                -2.474105   \n",
       "25                     -0.931125        -2.807790                -2.474105   \n",
       "26                     -0.931125        -2.807790                -2.474105   \n",
       "27                     -0.931125        -2.807790                -2.474105   \n",
       "28                     -0.931125        -2.807790                -2.474105   \n",
       "29                     -0.931125        -2.807790                -2.474105   \n",
       "...                          ...              ...                      ...   \n",
       "4450                   -0.138618         0.685605                 1.449390   \n",
       "4451                   -0.138618         0.685605                 1.449390   \n",
       "4452                   -0.138618         0.685605                 1.449390   \n",
       "4453                   -0.138618         0.685605                 1.449390   \n",
       "4454                   -0.138618         0.685605                 1.449390   \n",
       "4455                   -0.138618         0.685605                 1.449390   \n",
       "4456                   -0.138618         0.685605                 1.449390   \n",
       "4457                   -0.138618         0.685605                 1.449390   \n",
       "4458                   -0.138618         0.685605                 1.449390   \n",
       "4459                   -0.138618         0.685605                 1.449390   \n",
       "4460                   -0.138618         0.685605                 1.449390   \n",
       "4461                   -0.138618         0.685605                 1.449390   \n",
       "4462                   -0.138618         0.685605                 1.449390   \n",
       "4463                   -0.138618         0.685605                 1.449390   \n",
       "4464                   -0.138618         0.685605                 1.449390   \n",
       "4465                   -0.138618         0.685605                 1.449390   \n",
       "4466                   -0.138618         0.685605                 1.449390   \n",
       "4467                   -0.138618         0.685605                 1.449390   \n",
       "4468                   -0.138618         0.685605                 1.449390   \n",
       "4469                   -0.138618         0.685605                 1.449390   \n",
       "4470                   -0.138618         0.685605                 1.449390   \n",
       "4471                   -0.138618         0.685605                 1.449390   \n",
       "4472                   -0.138618         0.685605                 1.449390   \n",
       "4473                   -0.138618         0.685605                 1.449390   \n",
       "4474                   -0.138618         0.685605                 1.449390   \n",
       "4475                   -0.138618         0.685605                 1.449390   \n",
       "4476                   -0.138618         0.685605                 1.449390   \n",
       "4477                   -0.138618         0.685605                 1.449390   \n",
       "4478                   -0.138618         0.685605                 1.449390   \n",
       "4479                   -0.138618         0.685605                 1.449390   \n",
       "\n",
       "      country_id  \n",
       "0           32.0  \n",
       "1           32.0  \n",
       "2           32.0  \n",
       "3           32.0  \n",
       "4           32.0  \n",
       "5           32.0  \n",
       "6           32.0  \n",
       "7           32.0  \n",
       "8           32.0  \n",
       "9           32.0  \n",
       "10          32.0  \n",
       "11          32.0  \n",
       "12          32.0  \n",
       "13          32.0  \n",
       "14          32.0  \n",
       "15          32.0  \n",
       "16          32.0  \n",
       "17          32.0  \n",
       "18          32.0  \n",
       "19          32.0  \n",
       "20          32.0  \n",
       "21          32.0  \n",
       "22          32.0  \n",
       "23          32.0  \n",
       "24          32.0  \n",
       "25          32.0  \n",
       "26          32.0  \n",
       "27          32.0  \n",
       "28          32.0  \n",
       "29          32.0  \n",
       "...          ...  \n",
       "4450       199.0  \n",
       "4451       199.0  \n",
       "4452       199.0  \n",
       "4453       199.0  \n",
       "4454       199.0  \n",
       "4455       199.0  \n",
       "4456       199.0  \n",
       "4457       199.0  \n",
       "4458       199.0  \n",
       "4459       199.0  \n",
       "4460       199.0  \n",
       "4461       199.0  \n",
       "4462       199.0  \n",
       "4463       199.0  \n",
       "4464       199.0  \n",
       "4465       199.0  \n",
       "4466       199.0  \n",
       "4467       199.0  \n",
       "4468       199.0  \n",
       "4469       199.0  \n",
       "4470       199.0  \n",
       "4471       199.0  \n",
       "4472       199.0  \n",
       "4473       199.0  \n",
       "4474       199.0  \n",
       "4475       199.0  \n",
       "4476       199.0  \n",
       "4477       199.0  \n",
       "4478       199.0  \n",
       "4479       199.0  \n",
       "\n",
       "[4480 rows x 46 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## downloading cvs of created data\n",
    "import pandas as pd\n",
    "\n",
    "train_df = pd.read_csv('train.csv', sep=',')\n",
    "val_df = pd.read_csv('dev.csv', sep=',')\n",
    "test_df = pd.read_csv('test.csv', sep=',')\n",
    "train_df.drop(['Unnamed: 0'], axis=1, inplace=True)\n",
    "val_df.drop(['Unnamed: 0'], axis=1, inplace=True)\n",
    "test_df.drop(['Unnamed: 0'], axis=1, inplace=True)\n",
    "display(train_df)\n",
    "display(val_df)\n",
    "display(test_df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating DFs from Features Selected"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['date', 'hosp_patients_per_million', 'aged_70_older', 'new_tests', 'new_deaths_smoothed', 'weekly_hosp_admissions_per_million', 'new_tests_smoothed', 'aged_65_older', 'total_deaths', 'new_cases_smoothed', 'new_tests_smoothed_per_thousand', 'new_cases', 'life_expectancy', 'hosp_patients', 'human_development_index', 'new_tests_per_thousand', 'country_id']\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>hosp_patients_per_million</th>\n",
       "      <th>aged_70_older</th>\n",
       "      <th>new_tests</th>\n",
       "      <th>new_deaths_smoothed</th>\n",
       "      <th>weekly_hosp_admissions_per_million</th>\n",
       "      <th>new_tests_smoothed</th>\n",
       "      <th>aged_65_older</th>\n",
       "      <th>total_deaths</th>\n",
       "      <th>new_cases_smoothed</th>\n",
       "      <th>new_tests_smoothed_per_thousand</th>\n",
       "      <th>new_cases</th>\n",
       "      <th>life_expectancy</th>\n",
       "      <th>hosp_patients</th>\n",
       "      <th>human_development_index</th>\n",
       "      <th>new_tests_per_thousand</th>\n",
       "      <th>country_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199902</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199757</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199698</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.198855</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194063</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199088</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.003050</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199088</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199146</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199262</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199204</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199146</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199786</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199582</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197013</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199640</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197800</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199553</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197800</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199553</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199495</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199379</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197210</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199379</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199582</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.199670</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289721</td>\n",
       "      <td>-0.199728</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289721</td>\n",
       "      <td>-0.199815</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.199902</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.422345</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>0.659801</td>\n",
       "      <td>-0.289632</td>\n",
       "      <td>-0.200048</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>0.334627</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32773</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.460902</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.445747</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>-0.976127</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.064486</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32774</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.449314</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444731</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.198069</td>\n",
       "      <td>-0.971538</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.006881</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32775</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.449802</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443716</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269415</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>-0.966950</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.010482</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32776</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.452080</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443017</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.197924</td>\n",
       "      <td>-0.963508</td>\n",
       "      <td>-0.195047</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.021282</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32777</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.449314</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443283</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.197837</td>\n",
       "      <td>-0.964655</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.006881</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32778</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.462432</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444631</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.197255</td>\n",
       "      <td>-0.971538</td>\n",
       "      <td>-0.192097</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.072886</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32779</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454603</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444198</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269326</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.969244</td>\n",
       "      <td>-0.189934</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.033283</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32780</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454717</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443300</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.196557</td>\n",
       "      <td>-0.965802</td>\n",
       "      <td>-0.195243</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.034483</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32781</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.456605</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444365</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.196527</td>\n",
       "      <td>-0.970391</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.044084</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32782</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454864</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.445097</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.196615</td>\n",
       "      <td>-0.973833</td>\n",
       "      <td>-0.196423</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.034483</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32783</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454424</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.445447</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269236</td>\n",
       "      <td>-0.196673</td>\n",
       "      <td>-0.974980</td>\n",
       "      <td>-0.195440</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.033283</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32784</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.451120</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.445697</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.976127</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.016482</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32785</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454424</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444531</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.196586</td>\n",
       "      <td>-0.970391</td>\n",
       "      <td>-0.194457</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.033283</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32786</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.451348</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444065</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.969244</td>\n",
       "      <td>-0.193670</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.017682</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32787</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.460153</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444848</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.197284</td>\n",
       "      <td>-0.972685</td>\n",
       "      <td>-0.196227</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.060885</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32788</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.455254</td>\n",
       "      <td>-0.237780</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444648</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269147</td>\n",
       "      <td>-0.196236</td>\n",
       "      <td>-0.971538</td>\n",
       "      <td>-0.191114</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.036884</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32789</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.451560</td>\n",
       "      <td>-0.236456</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.444165</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.269058</td>\n",
       "      <td>-0.196178</td>\n",
       "      <td>-0.969244</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.018882</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32790</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.451332</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443716</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268968</td>\n",
       "      <td>-0.195800</td>\n",
       "      <td>-0.966950</td>\n",
       "      <td>-0.192883</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.017682</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32791</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.450974</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443699</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.195538</td>\n",
       "      <td>-0.966950</td>\n",
       "      <td>-0.192883</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.015282</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32792</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.447523</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.442684</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.195335</td>\n",
       "      <td>-0.962361</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-0.998481</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32793</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.454245</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.443116</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.195597</td>\n",
       "      <td>-0.964655</td>\n",
       "      <td>-0.195440</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.032083</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32794</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.451153</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.441801</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268700</td>\n",
       "      <td>-0.195567</td>\n",
       "      <td>-0.957772</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.016482</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32795</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.453073</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.441485</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268610</td>\n",
       "      <td>-0.196440</td>\n",
       "      <td>-0.956625</td>\n",
       "      <td>-0.197013</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.026083</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32796</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.447344</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.440869</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.196004</td>\n",
       "      <td>-0.954331</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-0.997281</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32797</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.455140</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.441418</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.196469</td>\n",
       "      <td>-0.956625</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.036884</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32798</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.445830</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.440669</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.953183</td>\n",
       "      <td>-0.197407</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-0.990080</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32799</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.449607</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.440969</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.197080</td>\n",
       "      <td>-0.954331</td>\n",
       "      <td>-0.192687</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.009282</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32800</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>-0.453350</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>-0.440836</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.197138</td>\n",
       "      <td>-0.954331</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>-1.027283</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32801</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268163</td>\n",
       "      <td>-0.197487</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32802</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.938850</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-1.044986</td>\n",
       "      <td>-0.268074</td>\n",
       "      <td>-0.197342</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196030</td>\n",
       "      <td>-1.686571</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-1.290717</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>32803 rows × 17 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               date  hosp_patients_per_million  aged_70_older  new_tests  \\\n",
       "0      1.585008e+09                   0.005513       0.422345   0.003034   \n",
       "1      1.585094e+09                   0.005513       0.422345   0.003034   \n",
       "2      1.585181e+09                   0.005513       0.422345   0.003034   \n",
       "3      1.585267e+09                   0.005513       0.422345   0.003034   \n",
       "4      1.585354e+09                   0.005513       0.422345   0.003034   \n",
       "5      1.585440e+09                   0.005513       0.422345   0.003034   \n",
       "6      1.585526e+09                   0.005513       0.422345   0.003034   \n",
       "7      1.585613e+09                   0.005513       0.422345   0.003034   \n",
       "8      1.585699e+09                   0.005513       0.422345   0.003034   \n",
       "9      1.585786e+09                   0.005513       0.422345   0.003034   \n",
       "10     1.585872e+09                   0.005513       0.422345   0.003034   \n",
       "11     1.585958e+09                   0.005513       0.422345   0.003034   \n",
       "12     1.586045e+09                   0.005513       0.422345   0.003034   \n",
       "13     1.586131e+09                   0.005513       0.422345   0.003034   \n",
       "14     1.586218e+09                   0.005513       0.422345   0.003034   \n",
       "15     1.586304e+09                   0.005513       0.422345   0.003034   \n",
       "16     1.586390e+09                   0.005513       0.422345   0.003034   \n",
       "17     1.586477e+09                   0.005513       0.422345   0.003034   \n",
       "18     1.586563e+09                   0.005513       0.422345   0.003034   \n",
       "19     1.586650e+09                   0.005513       0.422345   0.003034   \n",
       "20     1.586736e+09                   0.005513       0.422345   0.003034   \n",
       "21     1.586822e+09                   0.005513       0.422345   0.003034   \n",
       "22     1.586909e+09                   0.005513       0.422345   0.003034   \n",
       "23     1.586995e+09                   0.005513       0.422345   0.003034   \n",
       "24     1.587082e+09                   0.005513       0.422345   0.003034   \n",
       "25     1.587168e+09                   0.005513       0.422345   0.003034   \n",
       "26     1.587254e+09                   0.005513       0.422345   0.003034   \n",
       "27     1.587341e+09                   0.005513       0.422345   0.003034   \n",
       "28     1.587427e+09                   0.005513       0.422345   0.003034   \n",
       "29     1.587514e+09                   0.005513       0.422345   0.003034   \n",
       "...             ...                        ...            ...        ...   \n",
       "32773  1.601770e+09                   0.005513      -0.938850  -0.460902   \n",
       "32774  1.601856e+09                   0.005513      -0.938850  -0.449314   \n",
       "32775  1.601942e+09                   0.005513      -0.938850  -0.449802   \n",
       "32776  1.602029e+09                   0.005513      -0.938850  -0.452080   \n",
       "32777  1.602115e+09                   0.005513      -0.938850  -0.449314   \n",
       "32778  1.602202e+09                   0.005513      -0.938850  -0.462432   \n",
       "32779  1.602288e+09                   0.005513      -0.938850  -0.454603   \n",
       "32780  1.602374e+09                   0.005513      -0.938850  -0.454717   \n",
       "32781  1.602461e+09                   0.005513      -0.938850  -0.456605   \n",
       "32782  1.602547e+09                   0.005513      -0.938850  -0.454864   \n",
       "32783  1.602634e+09                   0.005513      -0.938850  -0.454424   \n",
       "32784  1.602720e+09                   0.005513      -0.938850  -0.451120   \n",
       "32785  1.602806e+09                   0.005513      -0.938850  -0.454424   \n",
       "32786  1.602893e+09                   0.005513      -0.938850  -0.451348   \n",
       "32787  1.602979e+09                   0.005513      -0.938850  -0.460153   \n",
       "32788  1.603066e+09                   0.005513      -0.938850  -0.455254   \n",
       "32789  1.603152e+09                   0.005513      -0.938850  -0.451560   \n",
       "32790  1.603238e+09                   0.005513      -0.938850  -0.451332   \n",
       "32791  1.603325e+09                   0.005513      -0.938850  -0.450974   \n",
       "32792  1.603411e+09                   0.005513      -0.938850  -0.447523   \n",
       "32793  1.603498e+09                   0.005513      -0.938850  -0.454245   \n",
       "32794  1.603584e+09                   0.005513      -0.938850  -0.451153   \n",
       "32795  1.603670e+09                   0.005513      -0.938850  -0.453073   \n",
       "32796  1.603757e+09                   0.005513      -0.938850  -0.447344   \n",
       "32797  1.603843e+09                   0.005513      -0.938850  -0.455140   \n",
       "32798  1.603930e+09                   0.005513      -0.938850  -0.445830   \n",
       "32799  1.604016e+09                   0.005513      -0.938850  -0.449607   \n",
       "32800  1.604102e+09                   0.005513      -0.938850  -0.453350   \n",
       "32801  1.604189e+09                   0.005513      -0.938850   0.003034   \n",
       "32802  1.604275e+09                   0.005513      -0.938850   0.003034   \n",
       "\n",
       "       new_deaths_smoothed  weekly_hosp_admissions_per_million  \\\n",
       "0                -0.239105                           -0.004327   \n",
       "1                -0.239105                           -0.004327   \n",
       "2                -0.239105                           -0.004327   \n",
       "3                -0.239105                           -0.004327   \n",
       "4                -0.239105                           -0.004327   \n",
       "5                -0.239105                           -0.004327   \n",
       "6                -0.239105                           -0.004327   \n",
       "7                -0.239105                           -0.004327   \n",
       "8                -0.239105                           -0.004327   \n",
       "9                -0.239105                           -0.004327   \n",
       "10               -0.239105                           -0.004327   \n",
       "11               -0.239105                           -0.004327   \n",
       "12               -0.239105                           -0.004327   \n",
       "13               -0.239105                           -0.004327   \n",
       "14               -0.239105                           -0.004327   \n",
       "15               -0.239105                           -0.004327   \n",
       "16               -0.239105                           -0.004327   \n",
       "17               -0.239105                           -0.004327   \n",
       "18               -0.239105                           -0.004327   \n",
       "19               -0.239105                           -0.004327   \n",
       "20               -0.239105                           -0.004327   \n",
       "21               -0.239105                           -0.004327   \n",
       "22               -0.239105                           -0.004327   \n",
       "23               -0.237780                           -0.004327   \n",
       "24               -0.237780                           -0.004327   \n",
       "25               -0.236456                           -0.004327   \n",
       "26               -0.236456                           -0.004327   \n",
       "27               -0.236456                           -0.004327   \n",
       "28               -0.236456                           -0.004327   \n",
       "29               -0.236456                           -0.004327   \n",
       "...                    ...                                 ...   \n",
       "32773            -0.237780                           -0.004327   \n",
       "32774            -0.237780                           -0.004327   \n",
       "32775            -0.239105                           -0.004327   \n",
       "32776            -0.237780                           -0.004327   \n",
       "32777            -0.237780                           -0.004327   \n",
       "32778            -0.237780                           -0.004327   \n",
       "32779            -0.237780                           -0.004327   \n",
       "32780            -0.236456                           -0.004327   \n",
       "32781            -0.236456                           -0.004327   \n",
       "32782            -0.236456                           -0.004327   \n",
       "32783            -0.237780                           -0.004327   \n",
       "32784            -0.236456                           -0.004327   \n",
       "32785            -0.236456                           -0.004327   \n",
       "32786            -0.236456                           -0.004327   \n",
       "32787            -0.237780                           -0.004327   \n",
       "32788            -0.237780                           -0.004327   \n",
       "32789            -0.236456                           -0.004327   \n",
       "32790            -0.235132                           -0.004327   \n",
       "32791            -0.232493                           -0.004327   \n",
       "32792            -0.232493                           -0.004327   \n",
       "32793            -0.232493                           -0.004327   \n",
       "32794            -0.232493                           -0.004327   \n",
       "32795            -0.231169                           -0.004327   \n",
       "32796            -0.225872                           -0.004327   \n",
       "32797            -0.227197                           -0.004327   \n",
       "32798            -0.231169                           -0.004327   \n",
       "32799            -0.231169                           -0.004327   \n",
       "32800            -0.231169                           -0.004327   \n",
       "32801            -0.231169                           -0.004327   \n",
       "32802            -0.231169                           -0.004327   \n",
       "\n",
       "       new_tests_smoothed  aged_65_older  total_deaths  new_cases_smoothed  \\\n",
       "0                0.007052       0.659801      0.007391           -0.199902   \n",
       "1                0.007052       0.659801      0.007391           -0.199757   \n",
       "2                0.007052       0.659801      0.007391           -0.199698   \n",
       "3                0.007052       0.659801      0.007391           -0.199495   \n",
       "4                0.007052       0.659801      0.007391           -0.199495   \n",
       "5                0.007052       0.659801      0.007391           -0.199495   \n",
       "6                0.007052       0.659801      0.007391           -0.198855   \n",
       "7                0.007052       0.659801      0.007391           -0.199088   \n",
       "8                0.007052       0.659801      0.007391           -0.199088   \n",
       "9                0.007052       0.659801      0.007391           -0.199146   \n",
       "10               0.007052       0.659801      0.007391           -0.199262   \n",
       "11               0.007052       0.659801      0.007391           -0.199204   \n",
       "12               0.007052       0.659801      0.007391           -0.199146   \n",
       "13               0.007052       0.659801      0.007391           -0.199786   \n",
       "14               0.007052       0.659801      0.007391           -0.199582   \n",
       "15               0.007052       0.659801      0.007391           -0.199640   \n",
       "16               0.007052       0.659801      0.007391           -0.199553   \n",
       "17               0.007052       0.659801      0.007391           -0.199553   \n",
       "18               0.007052       0.659801      0.007391           -0.199495   \n",
       "19               0.007052       0.659801      0.007391           -0.199379   \n",
       "20               0.007052       0.659801      0.007391           -0.199379   \n",
       "21               0.007052       0.659801      0.007391           -0.199582   \n",
       "22               0.007052       0.659801      0.007391           -0.199670   \n",
       "23               0.007052       0.659801     -0.289721           -0.199728   \n",
       "24               0.007052       0.659801     -0.289721           -0.199815   \n",
       "25               0.007052       0.659801     -0.289632           -0.199902   \n",
       "26               0.007052       0.659801     -0.289632           -0.200077   \n",
       "27               0.007052       0.659801     -0.289632           -0.200048   \n",
       "28               0.007052       0.659801     -0.289632           -0.200048   \n",
       "29               0.007052       0.659801     -0.289632           -0.200048   \n",
       "...                   ...            ...           ...                 ...   \n",
       "32773           -0.445747      -1.044986     -0.269415           -0.197808   \n",
       "32774           -0.444731      -1.044986     -0.269415           -0.198069   \n",
       "32775           -0.443716      -1.044986     -0.269415           -0.197808   \n",
       "32776           -0.443017      -1.044986     -0.269326           -0.197924   \n",
       "32777           -0.443283      -1.044986     -0.269326           -0.197837   \n",
       "32778           -0.444631      -1.044986     -0.269326           -0.197255   \n",
       "32779           -0.444198      -1.044986     -0.269326           -0.196236   \n",
       "32780           -0.443300      -1.044986     -0.269236           -0.196557   \n",
       "32781           -0.444365      -1.044986     -0.269236           -0.196527   \n",
       "32782           -0.445097      -1.044986     -0.269236           -0.196615   \n",
       "32783           -0.445447      -1.044986     -0.269236           -0.196673   \n",
       "32784           -0.445697      -1.044986     -0.269147           -0.196236   \n",
       "32785           -0.444531      -1.044986     -0.269147           -0.196586   \n",
       "32786           -0.444065      -1.044986     -0.269147           -0.197138   \n",
       "32787           -0.444848      -1.044986     -0.269147           -0.197284   \n",
       "32788           -0.444648      -1.044986     -0.269147           -0.196236   \n",
       "32789           -0.444165      -1.044986     -0.269058           -0.196178   \n",
       "32790           -0.443716      -1.044986     -0.268968           -0.195800   \n",
       "32791           -0.443699      -1.044986     -0.268700           -0.195538   \n",
       "32792           -0.442684      -1.044986     -0.268700           -0.195335   \n",
       "32793           -0.443116      -1.044986     -0.268700           -0.195597   \n",
       "32794           -0.441801      -1.044986     -0.268700           -0.195567   \n",
       "32795           -0.441485      -1.044986     -0.268610           -0.196440   \n",
       "32796           -0.440869      -1.044986     -0.268163           -0.196004   \n",
       "32797           -0.441418      -1.044986     -0.268163           -0.196469   \n",
       "32798           -0.440669      -1.044986     -0.268163           -0.197138   \n",
       "32799           -0.440969      -1.044986     -0.268163           -0.197080   \n",
       "32800           -0.440836      -1.044986     -0.268163           -0.197138   \n",
       "32801            0.007052      -1.044986     -0.268163           -0.197487   \n",
       "32802            0.007052      -1.044986     -0.268074           -0.197342   \n",
       "\n",
       "       new_tests_smoothed_per_thousand  new_cases  life_expectancy  \\\n",
       "0                             0.011278  -0.196817         0.334627   \n",
       "1                             0.011278  -0.197407         0.334627   \n",
       "2                             0.011278  -0.197997         0.334627   \n",
       "3                             0.011278  -0.196620         0.334627   \n",
       "4                             0.011278  -0.198390         0.334627   \n",
       "5                             0.011278  -0.198390         0.334627   \n",
       "6                             0.011278  -0.194063         0.334627   \n",
       "7                             0.011278  -0.003050         0.334627   \n",
       "8                             0.011278  -0.197407         0.334627   \n",
       "9                             0.011278  -0.198390         0.334627   \n",
       "10                            0.011278  -0.197407         0.334627   \n",
       "11                            0.011278  -0.197997         0.334627   \n",
       "12                            0.011278  -0.197997         0.334627   \n",
       "13                            0.011278  -0.198390         0.334627   \n",
       "14                            0.011278  -0.197013         0.334627   \n",
       "15                            0.011278  -0.197800         0.334627   \n",
       "16                            0.011278  -0.197800         0.334627   \n",
       "17                            0.011278  -0.197407         0.334627   \n",
       "18                            0.011278  -0.197603         0.334627   \n",
       "19                            0.011278  -0.197210         0.334627   \n",
       "20                            0.011278  -0.198390         0.334627   \n",
       "21                            0.011278  -0.198390         0.334627   \n",
       "22                            0.011278  -0.198390         0.334627   \n",
       "23                            0.011278  -0.198193         0.334627   \n",
       "24                            0.011278  -0.197997         0.334627   \n",
       "25                            0.011278  -0.198193         0.334627   \n",
       "26                            0.011278  -0.198390         0.334627   \n",
       "27                            0.011278  -0.198193         0.334627   \n",
       "28                            0.011278  -0.198390         0.334627   \n",
       "29                            0.011278  -0.198390         0.334627   \n",
       "...                                ...        ...              ...   \n",
       "32773                        -0.976127  -0.193080        -1.686571   \n",
       "32774                        -0.971538  -0.198390        -1.686571   \n",
       "32775                        -0.966950  -0.195833        -1.686571   \n",
       "32776                        -0.963508  -0.195047        -1.686571   \n",
       "32777                        -0.964655  -0.197603        -1.686571   \n",
       "32778                        -0.971538  -0.192097        -1.686571   \n",
       "32779                        -0.969244  -0.189934        -1.686571   \n",
       "32780                        -0.965802  -0.195243        -1.686571   \n",
       "32781                        -0.970391  -0.198193        -1.686571   \n",
       "32782                        -0.973833  -0.196423        -1.686571   \n",
       "32783                        -0.974980  -0.195440        -1.686571   \n",
       "32784                        -0.976127  -0.194653        -1.686571   \n",
       "32785                        -0.970391  -0.194457        -1.686571   \n",
       "32786                        -0.969244  -0.193670        -1.686571   \n",
       "32787                        -0.972685  -0.196227        -1.686571   \n",
       "32788                        -0.971538  -0.191114        -1.686571   \n",
       "32789                        -0.969244  -0.196030        -1.686571   \n",
       "32790                        -0.966950  -0.192883        -1.686571   \n",
       "32791                        -0.966950  -0.192883        -1.686571   \n",
       "32792                        -0.962361  -0.193080        -1.686571   \n",
       "32793                        -0.964655  -0.195440        -1.686571   \n",
       "32794                        -0.957772  -0.196030        -1.686571   \n",
       "32795                        -0.956625  -0.197013        -1.686571   \n",
       "32796                        -0.954331  -0.193080        -1.686571   \n",
       "32797                        -0.956625  -0.196030        -1.686571   \n",
       "32798                        -0.953183  -0.197407        -1.686571   \n",
       "32799                        -0.954331  -0.192687        -1.686571   \n",
       "32800                        -0.954331  -0.195833        -1.686571   \n",
       "32801                         0.011278  -0.198390        -1.686571   \n",
       "32802                         0.011278  -0.196030        -1.686571   \n",
       "\n",
       "       hosp_patients  human_development_index  new_tests_per_thousand  \\\n",
       "0          -0.020924                -0.050679                0.014813   \n",
       "1          -0.020924                -0.050679                0.014813   \n",
       "2          -0.020924                -0.050679                0.014813   \n",
       "3          -0.020924                -0.050679                0.014813   \n",
       "4          -0.020924                -0.050679                0.014813   \n",
       "5          -0.020924                -0.050679                0.014813   \n",
       "6          -0.020924                -0.050679                0.014813   \n",
       "7          -0.020924                -0.050679                0.014813   \n",
       "8          -0.020924                -0.050679                0.014813   \n",
       "9          -0.020924                -0.050679                0.014813   \n",
       "10         -0.020924                -0.050679                0.014813   \n",
       "11         -0.020924                -0.050679                0.014813   \n",
       "12         -0.020924                -0.050679                0.014813   \n",
       "13         -0.020924                -0.050679                0.014813   \n",
       "14         -0.020924                -0.050679                0.014813   \n",
       "15         -0.020924                -0.050679                0.014813   \n",
       "16         -0.020924                -0.050679                0.014813   \n",
       "17         -0.020924                -0.050679                0.014813   \n",
       "18         -0.020924                -0.050679                0.014813   \n",
       "19         -0.020924                -0.050679                0.014813   \n",
       "20         -0.020924                -0.050679                0.014813   \n",
       "21         -0.020924                -0.050679                0.014813   \n",
       "22         -0.020924                -0.050679                0.014813   \n",
       "23         -0.020924                -0.050679                0.014813   \n",
       "24         -0.020924                -0.050679                0.014813   \n",
       "25         -0.020924                -0.050679                0.014813   \n",
       "26         -0.020924                -0.050679                0.014813   \n",
       "27         -0.020924                -0.050679                0.014813   \n",
       "28         -0.020924                -0.050679                0.014813   \n",
       "29         -0.020924                -0.050679                0.014813   \n",
       "...              ...                      ...                     ...   \n",
       "32773      -0.020924                -1.290717               -1.064486   \n",
       "32774      -0.020924                -1.290717               -1.006881   \n",
       "32775      -0.020924                -1.290717               -1.010482   \n",
       "32776      -0.020924                -1.290717               -1.021282   \n",
       "32777      -0.020924                -1.290717               -1.006881   \n",
       "32778      -0.020924                -1.290717               -1.072886   \n",
       "32779      -0.020924                -1.290717               -1.033283   \n",
       "32780      -0.020924                -1.290717               -1.034483   \n",
       "32781      -0.020924                -1.290717               -1.044084   \n",
       "32782      -0.020924                -1.290717               -1.034483   \n",
       "32783      -0.020924                -1.290717               -1.033283   \n",
       "32784      -0.020924                -1.290717               -1.016482   \n",
       "32785      -0.020924                -1.290717               -1.033283   \n",
       "32786      -0.020924                -1.290717               -1.017682   \n",
       "32787      -0.020924                -1.290717               -1.060885   \n",
       "32788      -0.020924                -1.290717               -1.036884   \n",
       "32789      -0.020924                -1.290717               -1.018882   \n",
       "32790      -0.020924                -1.290717               -1.017682   \n",
       "32791      -0.020924                -1.290717               -1.015282   \n",
       "32792      -0.020924                -1.290717               -0.998481   \n",
       "32793      -0.020924                -1.290717               -1.032083   \n",
       "32794      -0.020924                -1.290717               -1.016482   \n",
       "32795      -0.020924                -1.290717               -1.026083   \n",
       "32796      -0.020924                -1.290717               -0.997281   \n",
       "32797      -0.020924                -1.290717               -1.036884   \n",
       "32798      -0.020924                -1.290717               -0.990080   \n",
       "32799      -0.020924                -1.290717               -1.009282   \n",
       "32800      -0.020924                -1.290717               -1.027283   \n",
       "32801      -0.020924                -1.290717                0.014813   \n",
       "32802      -0.020924                -1.290717                0.014813   \n",
       "\n",
       "       country_id  \n",
       "0             0.0  \n",
       "1             0.0  \n",
       "2             0.0  \n",
       "3             0.0  \n",
       "4             0.0  \n",
       "5             0.0  \n",
       "6             0.0  \n",
       "7             0.0  \n",
       "8             0.0  \n",
       "9             0.0  \n",
       "10            0.0  \n",
       "11            0.0  \n",
       "12            0.0  \n",
       "13            0.0  \n",
       "14            0.0  \n",
       "15            0.0  \n",
       "16            0.0  \n",
       "17            0.0  \n",
       "18            0.0  \n",
       "19            0.0  \n",
       "20            0.0  \n",
       "21            0.0  \n",
       "22            0.0  \n",
       "23            0.0  \n",
       "24            0.0  \n",
       "25            0.0  \n",
       "26            0.0  \n",
       "27            0.0  \n",
       "28            0.0  \n",
       "29            0.0  \n",
       "...           ...  \n",
       "32773       212.0  \n",
       "32774       212.0  \n",
       "32775       212.0  \n",
       "32776       212.0  \n",
       "32777       212.0  \n",
       "32778       212.0  \n",
       "32779       212.0  \n",
       "32780       212.0  \n",
       "32781       212.0  \n",
       "32782       212.0  \n",
       "32783       212.0  \n",
       "32784       212.0  \n",
       "32785       212.0  \n",
       "32786       212.0  \n",
       "32787       212.0  \n",
       "32788       212.0  \n",
       "32789       212.0  \n",
       "32790       212.0  \n",
       "32791       212.0  \n",
       "32792       212.0  \n",
       "32793       212.0  \n",
       "32794       212.0  \n",
       "32795       212.0  \n",
       "32796       212.0  \n",
       "32797       212.0  \n",
       "32798       212.0  \n",
       "32799       212.0  \n",
       "32800       212.0  \n",
       "32801       212.0  \n",
       "32802       212.0  \n",
       "\n",
       "[32803 rows x 17 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>hosp_patients_per_million</th>\n",
       "      <th>aged_70_older</th>\n",
       "      <th>new_tests</th>\n",
       "      <th>new_deaths_smoothed</th>\n",
       "      <th>weekly_hosp_admissions_per_million</th>\n",
       "      <th>new_tests_smoothed</th>\n",
       "      <th>aged_65_older</th>\n",
       "      <th>total_deaths</th>\n",
       "      <th>new_cases_smoothed</th>\n",
       "      <th>new_tests_smoothed_per_thousand</th>\n",
       "      <th>new_cases</th>\n",
       "      <th>life_expectancy</th>\n",
       "      <th>hosp_patients</th>\n",
       "      <th>human_development_index</th>\n",
       "      <th>new_tests_per_thousand</th>\n",
       "      <th>country_id</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.196731</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194457</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.195829</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.192294</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.196266</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.193670</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.289542</td>\n",
       "      <td>-0.195858</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.191310</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.235132</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.289542</td>\n",
       "      <td>-0.194607</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.189934</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.233817</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.289453</td>\n",
       "      <td>-0.193793</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.190327</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.289274</td>\n",
       "      <td>-0.193764</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.193277</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.289095</td>\n",
       "      <td>-0.193298</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.191310</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288737</td>\n",
       "      <td>-0.194025</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197210</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288558</td>\n",
       "      <td>-0.194316</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288469</td>\n",
       "      <td>-0.194258</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.190917</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288379</td>\n",
       "      <td>-0.195189</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196227</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288290</td>\n",
       "      <td>-0.195597</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.193080</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.288201</td>\n",
       "      <td>-0.195335</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.191507</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287932</td>\n",
       "      <td>-0.195655</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.193473</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287843</td>\n",
       "      <td>-0.195276</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287753</td>\n",
       "      <td>-0.195131</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287574</td>\n",
       "      <td>-0.195684</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194653</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287485</td>\n",
       "      <td>-0.195480</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194850</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287306</td>\n",
       "      <td>-0.195655</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.194260</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287217</td>\n",
       "      <td>-0.196208</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.195243</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287217</td>\n",
       "      <td>-0.196702</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.287038</td>\n",
       "      <td>-0.196877</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.195833</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286859</td>\n",
       "      <td>-0.197022</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286859</td>\n",
       "      <td>-0.197313</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286680</td>\n",
       "      <td>-0.197429</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.195637</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286680</td>\n",
       "      <td>-0.197808</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196817</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286590</td>\n",
       "      <td>-0.198011</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.196620</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286590</td>\n",
       "      <td>-0.198128</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197603</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.286501</td>\n",
       "      <td>-0.198506</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>1.350689</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>0.984488</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9291</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.190505</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.187574</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9292</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.190244</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.187377</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9293</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.232493</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.233455</td>\n",
       "      <td>-0.191640</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9294</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.233008</td>\n",
       "      <td>-0.191029</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.183641</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9295</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.221909</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.232740</td>\n",
       "      <td>-0.190942</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.188754</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9296</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.232740</td>\n",
       "      <td>-0.191233</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.191900</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9297</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.232471</td>\n",
       "      <td>-0.190098</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.182854</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9298</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.219261</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.232113</td>\n",
       "      <td>-0.189371</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.182657</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9299</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.216613</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231935</td>\n",
       "      <td>-0.189574</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.188754</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9300</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.215298</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231845</td>\n",
       "      <td>-0.187596</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.185017</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9301</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.220585</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231756</td>\n",
       "      <td>-0.186927</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.179117</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9302</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231666</td>\n",
       "      <td>-0.186025</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.182657</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9303</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231666</td>\n",
       "      <td>-0.184745</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.183247</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9304</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.224557</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231487</td>\n",
       "      <td>-0.184018</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.177937</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9305</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231487</td>\n",
       "      <td>-0.182039</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.169284</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9306</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.231169</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231398</td>\n",
       "      <td>-0.179479</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.171448</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9307</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231129</td>\n",
       "      <td>-0.178025</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.175184</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9308</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.228521</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.177094</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.172824</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9309</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.175814</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.174004</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9310</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.231040</td>\n",
       "      <td>-0.173428</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.167121</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9311</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.229845</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.230861</td>\n",
       "      <td>-0.171537</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.165155</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9312</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.227197</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.230682</td>\n",
       "      <td>-0.171013</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.165745</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9313</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.230503</td>\n",
       "      <td>-0.169588</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.161811</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9314</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.225872</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.230235</td>\n",
       "      <td>-0.167057</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.158075</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9315</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.223233</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.229967</td>\n",
       "      <td>-0.165108</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.159648</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9316</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.217937</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.229609</td>\n",
       "      <td>-0.160540</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.143129</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9317</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.216613</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.229519</td>\n",
       "      <td>-0.156904</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.142539</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9318</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.213974</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.229161</td>\n",
       "      <td>-0.149659</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.116187</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9319</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.212649</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.228893</td>\n",
       "      <td>-0.139535</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.097307</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9320</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.039382</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.206038</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.045709</td>\n",
       "      <td>-0.228267</td>\n",
       "      <td>-0.135142</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.132116</td>\n",
       "      <td>-0.042196</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-0.050679</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9321 rows × 17 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              date  hosp_patients_per_million  aged_70_older  new_tests  \\\n",
       "0     1.585008e+09                   0.005513      -0.039382   0.003034   \n",
       "1     1.585094e+09                   0.005513      -0.039382   0.003034   \n",
       "2     1.585181e+09                   0.005513      -0.039382   0.003034   \n",
       "3     1.585267e+09                   0.005513      -0.039382   0.003034   \n",
       "4     1.585354e+09                   0.005513      -0.039382   0.003034   \n",
       "5     1.585440e+09                   0.005513      -0.039382   0.003034   \n",
       "6     1.585526e+09                   0.005513      -0.039382   0.003034   \n",
       "7     1.585613e+09                   0.005513      -0.039382   0.003034   \n",
       "8     1.585699e+09                   0.005513      -0.039382   0.003034   \n",
       "9     1.585786e+09                   0.005513      -0.039382   0.003034   \n",
       "10    1.585872e+09                   0.005513      -0.039382   0.003034   \n",
       "11    1.585958e+09                   0.005513      -0.039382   0.003034   \n",
       "12    1.586045e+09                   0.005513      -0.039382   0.003034   \n",
       "13    1.586131e+09                   0.005513      -0.039382   0.003034   \n",
       "14    1.586218e+09                   0.005513      -0.039382   0.003034   \n",
       "15    1.586304e+09                   0.005513      -0.039382   0.003034   \n",
       "16    1.586390e+09                   0.005513      -0.039382   0.003034   \n",
       "17    1.586477e+09                   0.005513      -0.039382   0.003034   \n",
       "18    1.586563e+09                   0.005513      -0.039382   0.003034   \n",
       "19    1.586650e+09                   0.005513      -0.039382   0.003034   \n",
       "20    1.586736e+09                   0.005513      -0.039382   0.003034   \n",
       "21    1.586822e+09                   0.005513      -0.039382   0.003034   \n",
       "22    1.586909e+09                   0.005513      -0.039382   0.003034   \n",
       "23    1.586995e+09                   0.005513      -0.039382   0.003034   \n",
       "24    1.587082e+09                   0.005513      -0.039382   0.003034   \n",
       "25    1.587168e+09                   0.005513      -0.039382   0.003034   \n",
       "26    1.587254e+09                   0.005513      -0.039382   0.003034   \n",
       "27    1.587341e+09                   0.005513      -0.039382   0.003034   \n",
       "28    1.587427e+09                   0.005513      -0.039382   0.003034   \n",
       "29    1.587514e+09                   0.005513      -0.039382   0.003034   \n",
       "...            ...                        ...            ...        ...   \n",
       "9291  1.601770e+09                   0.005513      -0.039382   0.003034   \n",
       "9292  1.601856e+09                   0.005513      -0.039382   0.003034   \n",
       "9293  1.601942e+09                   0.005513      -0.039382   0.003034   \n",
       "9294  1.602029e+09                   0.005513      -0.039382   0.003034   \n",
       "9295  1.602115e+09                   0.005513      -0.039382   0.003034   \n",
       "9296  1.602202e+09                   0.005513      -0.039382   0.003034   \n",
       "9297  1.602288e+09                   0.005513      -0.039382   0.003034   \n",
       "9298  1.602374e+09                   0.005513      -0.039382   0.003034   \n",
       "9299  1.602461e+09                   0.005513      -0.039382   0.003034   \n",
       "9300  1.602547e+09                   0.005513      -0.039382   0.003034   \n",
       "9301  1.602634e+09                   0.005513      -0.039382   0.003034   \n",
       "9302  1.602720e+09                   0.005513      -0.039382   0.003034   \n",
       "9303  1.602806e+09                   0.005513      -0.039382   0.003034   \n",
       "9304  1.602893e+09                   0.005513      -0.039382   0.003034   \n",
       "9305  1.602979e+09                   0.005513      -0.039382   0.003034   \n",
       "9306  1.603066e+09                   0.005513      -0.039382   0.003034   \n",
       "9307  1.603152e+09                   0.005513      -0.039382   0.003034   \n",
       "9308  1.603238e+09                   0.005513      -0.039382   0.003034   \n",
       "9309  1.603325e+09                   0.005513      -0.039382   0.003034   \n",
       "9310  1.603411e+09                   0.005513      -0.039382   0.003034   \n",
       "9311  1.603498e+09                   0.005513      -0.039382   0.003034   \n",
       "9312  1.603584e+09                   0.005513      -0.039382   0.003034   \n",
       "9313  1.603670e+09                   0.005513      -0.039382   0.003034   \n",
       "9314  1.603757e+09                   0.005513      -0.039382   0.003034   \n",
       "9315  1.603843e+09                   0.005513      -0.039382   0.003034   \n",
       "9316  1.603930e+09                   0.005513      -0.039382   0.003034   \n",
       "9317  1.604016e+09                   0.005513      -0.039382   0.003034   \n",
       "9318  1.604102e+09                   0.005513      -0.039382   0.003034   \n",
       "9319  1.604189e+09                   0.005513      -0.039382   0.003034   \n",
       "9320  1.604275e+09                   0.005513      -0.039382   0.003034   \n",
       "\n",
       "      new_deaths_smoothed  weekly_hosp_admissions_per_million  \\\n",
       "0               -0.239105                           -0.004327   \n",
       "1               -0.239105                           -0.004327   \n",
       "2               -0.239105                           -0.004327   \n",
       "3               -0.235132                           -0.004327   \n",
       "4               -0.235132                           -0.004327   \n",
       "5               -0.233817                           -0.004327   \n",
       "6               -0.231169                           -0.004327   \n",
       "7               -0.228521                           -0.004327   \n",
       "8               -0.223233                           -0.004327   \n",
       "9               -0.220585                           -0.004327   \n",
       "10              -0.223233                           -0.004327   \n",
       "11              -0.221909                           -0.004327   \n",
       "12              -0.221909                           -0.004327   \n",
       "13              -0.223233                           -0.004327   \n",
       "14              -0.221909                           -0.004327   \n",
       "15              -0.225872                           -0.004327   \n",
       "16              -0.227197                           -0.004327   \n",
       "17              -0.225872                           -0.004327   \n",
       "18              -0.225872                           -0.004327   \n",
       "19              -0.224557                           -0.004327   \n",
       "20              -0.224557                           -0.004327   \n",
       "21              -0.228521                           -0.004327   \n",
       "22              -0.227197                           -0.004327   \n",
       "23              -0.225872                           -0.004327   \n",
       "24              -0.228521                           -0.004327   \n",
       "25              -0.227197                           -0.004327   \n",
       "26              -0.229845                           -0.004327   \n",
       "27              -0.229845                           -0.004327   \n",
       "28              -0.229845                           -0.004327   \n",
       "29              -0.231169                           -0.004327   \n",
       "...                   ...                                 ...   \n",
       "9291            -0.224557                           -0.004327   \n",
       "9292            -0.228521                           -0.004327   \n",
       "9293            -0.232493                           -0.004327   \n",
       "9294            -0.225872                           -0.004327   \n",
       "9295            -0.221909                           -0.004327   \n",
       "9296            -0.224557                           -0.004327   \n",
       "9297            -0.220585                           -0.004327   \n",
       "9298            -0.219261                           -0.004327   \n",
       "9299            -0.216613                           -0.004327   \n",
       "9300            -0.215298                           -0.004327   \n",
       "9301            -0.220585                           -0.004327   \n",
       "9302            -0.223233                           -0.004327   \n",
       "9303            -0.223233                           -0.004327   \n",
       "9304            -0.224557                           -0.004327   \n",
       "9305            -0.229845                           -0.004327   \n",
       "9306            -0.231169                           -0.004327   \n",
       "9307            -0.228521                           -0.004327   \n",
       "9308            -0.228521                           -0.004327   \n",
       "9309            -0.229845                           -0.004327   \n",
       "9310            -0.229845                           -0.004327   \n",
       "9311            -0.229845                           -0.004327   \n",
       "9312            -0.227197                           -0.004327   \n",
       "9313            -0.225872                           -0.004327   \n",
       "9314            -0.225872                           -0.004327   \n",
       "9315            -0.223233                           -0.004327   \n",
       "9316            -0.217937                           -0.004327   \n",
       "9317            -0.216613                           -0.004327   \n",
       "9318            -0.213974                           -0.004327   \n",
       "9319            -0.212649                           -0.004327   \n",
       "9320            -0.206038                           -0.004327   \n",
       "\n",
       "      new_tests_smoothed  aged_65_older  total_deaths  new_cases_smoothed  \\\n",
       "0               0.007052      -0.045709      0.007391           -0.196731   \n",
       "1               0.007052      -0.045709      0.007391           -0.195829   \n",
       "2               0.007052      -0.045709      0.007391           -0.196266   \n",
       "3               0.007052      -0.045709     -0.289542           -0.195858   \n",
       "4               0.007052      -0.045709     -0.289542           -0.194607   \n",
       "5               0.007052      -0.045709     -0.289453           -0.193793   \n",
       "6               0.007052      -0.045709     -0.289274           -0.193764   \n",
       "7               0.007052      -0.045709     -0.289095           -0.193298   \n",
       "8               0.007052      -0.045709     -0.288737           -0.194025   \n",
       "9               0.007052      -0.045709     -0.288558           -0.194316   \n",
       "10              0.007052      -0.045709     -0.288469           -0.194258   \n",
       "11              0.007052      -0.045709     -0.288379           -0.195189   \n",
       "12              0.007052      -0.045709     -0.288290           -0.195597   \n",
       "13              0.007052      -0.045709     -0.288201           -0.195335   \n",
       "14              0.007052      -0.045709     -0.287932           -0.195655   \n",
       "15              0.007052      -0.045709     -0.287843           -0.195276   \n",
       "16              0.007052      -0.045709     -0.287753           -0.195131   \n",
       "17              0.007052      -0.045709     -0.287574           -0.195684   \n",
       "18              0.007052      -0.045709     -0.287485           -0.195480   \n",
       "19              0.007052      -0.045709     -0.287306           -0.195655   \n",
       "20              0.007052      -0.045709     -0.287217           -0.196208   \n",
       "21              0.007052      -0.045709     -0.287217           -0.196702   \n",
       "22              0.007052      -0.045709     -0.287038           -0.196877   \n",
       "23              0.007052      -0.045709     -0.286859           -0.197022   \n",
       "24              0.007052      -0.045709     -0.286859           -0.197313   \n",
       "25              0.007052      -0.045709     -0.286680           -0.197429   \n",
       "26              0.007052      -0.045709     -0.286680           -0.197808   \n",
       "27              0.007052      -0.045709     -0.286590           -0.198011   \n",
       "28              0.007052      -0.045709     -0.286590           -0.198128   \n",
       "29              0.007052      -0.045709     -0.286501           -0.198506   \n",
       "...                  ...            ...           ...                 ...   \n",
       "9291            0.007052      -0.045709     -0.233455           -0.190505   \n",
       "9292            0.007052      -0.045709     -0.233455           -0.190244   \n",
       "9293            0.007052      -0.045709     -0.233455           -0.191640   \n",
       "9294            0.007052      -0.045709     -0.233008           -0.191029   \n",
       "9295            0.007052      -0.045709     -0.232740           -0.190942   \n",
       "9296            0.007052      -0.045709     -0.232740           -0.191233   \n",
       "9297            0.007052      -0.045709     -0.232471           -0.190098   \n",
       "9298            0.007052      -0.045709     -0.232113           -0.189371   \n",
       "9299            0.007052      -0.045709     -0.231935           -0.189574   \n",
       "9300            0.007052      -0.045709     -0.231845           -0.187596   \n",
       "9301            0.007052      -0.045709     -0.231756           -0.186927   \n",
       "9302            0.007052      -0.045709     -0.231666           -0.186025   \n",
       "9303            0.007052      -0.045709     -0.231666           -0.184745   \n",
       "9304            0.007052      -0.045709     -0.231487           -0.184018   \n",
       "9305            0.007052      -0.045709     -0.231487           -0.182039   \n",
       "9306            0.007052      -0.045709     -0.231398           -0.179479   \n",
       "9307            0.007052      -0.045709     -0.231129           -0.178025   \n",
       "9308            0.007052      -0.045709     -0.231040           -0.177094   \n",
       "9309            0.007052      -0.045709     -0.231040           -0.175814   \n",
       "9310            0.007052      -0.045709     -0.231040           -0.173428   \n",
       "9311            0.007052      -0.045709     -0.230861           -0.171537   \n",
       "9312            0.007052      -0.045709     -0.230682           -0.171013   \n",
       "9313            0.007052      -0.045709     -0.230503           -0.169588   \n",
       "9314            0.007052      -0.045709     -0.230235           -0.167057   \n",
       "9315            0.007052      -0.045709     -0.229967           -0.165108   \n",
       "9316            0.007052      -0.045709     -0.229609           -0.160540   \n",
       "9317            0.007052      -0.045709     -0.229519           -0.156904   \n",
       "9318            0.007052      -0.045709     -0.229161           -0.149659   \n",
       "9319            0.007052      -0.045709     -0.228893           -0.139535   \n",
       "9320            0.007052      -0.045709     -0.228267           -0.135142   \n",
       "\n",
       "      new_tests_smoothed_per_thousand  new_cases  life_expectancy  \\\n",
       "0                            0.011278  -0.194457         1.350689   \n",
       "1                            0.011278  -0.192294         1.350689   \n",
       "2                            0.011278  -0.193670         1.350689   \n",
       "3                            0.011278  -0.191310         1.350689   \n",
       "4                            0.011278  -0.189934         1.350689   \n",
       "5                            0.011278  -0.190327         1.350689   \n",
       "6                            0.011278  -0.193277         1.350689   \n",
       "7                            0.011278  -0.191310         1.350689   \n",
       "8                            0.011278  -0.197210         1.350689   \n",
       "9                            0.011278  -0.195637         1.350689   \n",
       "10                           0.011278  -0.190917         1.350689   \n",
       "11                           0.011278  -0.196227         1.350689   \n",
       "12                           0.011278  -0.193080         1.350689   \n",
       "13                           0.011278  -0.191507         1.350689   \n",
       "14                           0.011278  -0.193473         1.350689   \n",
       "15                           0.011278  -0.194653         1.350689   \n",
       "16                           0.011278  -0.194653         1.350689   \n",
       "17                           0.011278  -0.194653         1.350689   \n",
       "18                           0.011278  -0.194850         1.350689   \n",
       "19                           0.011278  -0.194260         1.350689   \n",
       "20                           0.011278  -0.195243         1.350689   \n",
       "21                           0.011278  -0.196817         1.350689   \n",
       "22                           0.011278  -0.195833         1.350689   \n",
       "23                           0.011278  -0.195637         1.350689   \n",
       "24                           0.011278  -0.196620         1.350689   \n",
       "25                           0.011278  -0.195637         1.350689   \n",
       "26                           0.011278  -0.196817         1.350689   \n",
       "27                           0.011278  -0.196620         1.350689   \n",
       "28                           0.011278  -0.197603         1.350689   \n",
       "29                           0.011278  -0.198390         1.350689   \n",
       "...                               ...        ...              ...   \n",
       "9291                         0.011278  -0.187574        -0.042196   \n",
       "9292                         0.011278  -0.187377        -0.042196   \n",
       "9293                         0.011278  -0.198390        -0.042196   \n",
       "9294                         0.011278  -0.183641        -0.042196   \n",
       "9295                         0.011278  -0.188754        -0.042196   \n",
       "9296                         0.011278  -0.191900        -0.042196   \n",
       "9297                         0.011278  -0.182854        -0.042196   \n",
       "9298                         0.011278  -0.182657        -0.042196   \n",
       "9299                         0.011278  -0.188754        -0.042196   \n",
       "9300                         0.011278  -0.185017        -0.042196   \n",
       "9301                         0.011278  -0.179117        -0.042196   \n",
       "9302                         0.011278  -0.182657        -0.042196   \n",
       "9303                         0.011278  -0.183247        -0.042196   \n",
       "9304                         0.011278  -0.177937        -0.042196   \n",
       "9305                         0.011278  -0.169284        -0.042196   \n",
       "9306                         0.011278  -0.171448        -0.042196   \n",
       "9307                         0.011278  -0.175184        -0.042196   \n",
       "9308                         0.011278  -0.172824        -0.042196   \n",
       "9309                         0.011278  -0.174004        -0.042196   \n",
       "9310                         0.011278  -0.167121        -0.042196   \n",
       "9311                         0.011278  -0.165155        -0.042196   \n",
       "9312                         0.011278  -0.165745        -0.042196   \n",
       "9313                         0.011278  -0.161811        -0.042196   \n",
       "9314                         0.011278  -0.158075        -0.042196   \n",
       "9315                         0.011278  -0.159648        -0.042196   \n",
       "9316                         0.011278  -0.143129        -0.042196   \n",
       "9317                         0.011278  -0.142539        -0.042196   \n",
       "9318                         0.011278  -0.116187        -0.042196   \n",
       "9319                         0.011278  -0.097307        -0.042196   \n",
       "9320                         0.011278  -0.132116        -0.042196   \n",
       "\n",
       "      hosp_patients  human_development_index  new_tests_per_thousand  \\\n",
       "0         -0.020924                 0.984488                0.014813   \n",
       "1         -0.020924                 0.984488                0.014813   \n",
       "2         -0.020924                 0.984488                0.014813   \n",
       "3         -0.020924                 0.984488                0.014813   \n",
       "4         -0.020924                 0.984488                0.014813   \n",
       "5         -0.020924                 0.984488                0.014813   \n",
       "6         -0.020924                 0.984488                0.014813   \n",
       "7         -0.020924                 0.984488                0.014813   \n",
       "8         -0.020924                 0.984488                0.014813   \n",
       "9         -0.020924                 0.984488                0.014813   \n",
       "10        -0.020924                 0.984488                0.014813   \n",
       "11        -0.020924                 0.984488                0.014813   \n",
       "12        -0.020924                 0.984488                0.014813   \n",
       "13        -0.020924                 0.984488                0.014813   \n",
       "14        -0.020924                 0.984488                0.014813   \n",
       "15        -0.020924                 0.984488                0.014813   \n",
       "16        -0.020924                 0.984488                0.014813   \n",
       "17        -0.020924                 0.984488                0.014813   \n",
       "18        -0.020924                 0.984488                0.014813   \n",
       "19        -0.020924                 0.984488                0.014813   \n",
       "20        -0.020924                 0.984488                0.014813   \n",
       "21        -0.020924                 0.984488                0.014813   \n",
       "22        -0.020924                 0.984488                0.014813   \n",
       "23        -0.020924                 0.984488                0.014813   \n",
       "24        -0.020924                 0.984488                0.014813   \n",
       "25        -0.020924                 0.984488                0.014813   \n",
       "26        -0.020924                 0.984488                0.014813   \n",
       "27        -0.020924                 0.984488                0.014813   \n",
       "28        -0.020924                 0.984488                0.014813   \n",
       "29        -0.020924                 0.984488                0.014813   \n",
       "...             ...                      ...                     ...   \n",
       "9291      -0.020924                -0.050679                0.014813   \n",
       "9292      -0.020924                -0.050679                0.014813   \n",
       "9293      -0.020924                -0.050679                0.014813   \n",
       "9294      -0.020924                -0.050679                0.014813   \n",
       "9295      -0.020924                -0.050679                0.014813   \n",
       "9296      -0.020924                -0.050679                0.014813   \n",
       "9297      -0.020924                -0.050679                0.014813   \n",
       "9298      -0.020924                -0.050679                0.014813   \n",
       "9299      -0.020924                -0.050679                0.014813   \n",
       "9300      -0.020924                -0.050679                0.014813   \n",
       "9301      -0.020924                -0.050679                0.014813   \n",
       "9302      -0.020924                -0.050679                0.014813   \n",
       "9303      -0.020924                -0.050679                0.014813   \n",
       "9304      -0.020924                -0.050679                0.014813   \n",
       "9305      -0.020924                -0.050679                0.014813   \n",
       "9306      -0.020924                -0.050679                0.014813   \n",
       "9307      -0.020924                -0.050679                0.014813   \n",
       "9308      -0.020924                -0.050679                0.014813   \n",
       "9309      -0.020924                -0.050679                0.014813   \n",
       "9310      -0.020924                -0.050679                0.014813   \n",
       "9311      -0.020924                -0.050679                0.014813   \n",
       "9312      -0.020924                -0.050679                0.014813   \n",
       "9313      -0.020924                -0.050679                0.014813   \n",
       "9314      -0.020924                -0.050679                0.014813   \n",
       "9315      -0.020924                -0.050679                0.014813   \n",
       "9316      -0.020924                -0.050679                0.014813   \n",
       "9317      -0.020924                -0.050679                0.014813   \n",
       "9318      -0.020924                -0.050679                0.014813   \n",
       "9319      -0.020924                -0.050679                0.014813   \n",
       "9320      -0.020924                -0.050679                0.014813   \n",
       "\n",
       "      country_id  \n",
       "0            5.0  \n",
       "1            5.0  \n",
       "2            5.0  \n",
       "3            5.0  \n",
       "4            5.0  \n",
       "5            5.0  \n",
       "6            5.0  \n",
       "7            5.0  \n",
       "8            5.0  \n",
       "9            5.0  \n",
       "10           5.0  \n",
       "11           5.0  \n",
       "12           5.0  \n",
       "13           5.0  \n",
       "14           5.0  \n",
       "15           5.0  \n",
       "16           5.0  \n",
       "17           5.0  \n",
       "18           5.0  \n",
       "19           5.0  \n",
       "20           5.0  \n",
       "21           5.0  \n",
       "22           5.0  \n",
       "23           5.0  \n",
       "24           5.0  \n",
       "25           5.0  \n",
       "26           5.0  \n",
       "27           5.0  \n",
       "28           5.0  \n",
       "29           5.0  \n",
       "...          ...  \n",
       "9291       208.0  \n",
       "9292       208.0  \n",
       "9293       208.0  \n",
       "9294       208.0  \n",
       "9295       208.0  \n",
       "9296       208.0  \n",
       "9297       208.0  \n",
       "9298       208.0  \n",
       "9299       208.0  \n",
       "9300       208.0  \n",
       "9301       208.0  \n",
       "9302       208.0  \n",
       "9303       208.0  \n",
       "9304       208.0  \n",
       "9305       208.0  \n",
       "9306       208.0  \n",
       "9307       208.0  \n",
       "9308       208.0  \n",
       "9309       208.0  \n",
       "9310       208.0  \n",
       "9311       208.0  \n",
       "9312       208.0  \n",
       "9313       208.0  \n",
       "9314       208.0  \n",
       "9315       208.0  \n",
       "9316       208.0  \n",
       "9317       208.0  \n",
       "9318       208.0  \n",
       "9319       208.0  \n",
       "9320       208.0  \n",
       "\n",
       "[9321 rows x 17 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>hosp_patients_per_million</th>\n",
       "      <th>aged_70_older</th>\n",
       "      <th>new_tests</th>\n",
       "      <th>new_deaths_smoothed</th>\n",
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       "      <th>new_cases</th>\n",
       "      <th>life_expectancy</th>\n",
       "      <th>hosp_patients</th>\n",
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       "      <th>new_tests_per_thousand</th>\n",
       "      <th>country_id</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.585008e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.585094e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.585181e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.585267e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.585354e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.585440e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.585526e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.585613e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.585699e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.585786e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200077</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.585872e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.585958e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.586045e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.586131e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.586218e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.586304e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.586390e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1.586477e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1.586563e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1.586650e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1.586736e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1.586822e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1.586909e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200135</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1.586995e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1.587082e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198193</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1.587168e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1.587254e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1.587341e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1.587427e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200164</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.198390</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1.587514e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>-0.848673</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>-0.239105</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>-0.906616</td>\n",
       "      <td>0.007391</td>\n",
       "      <td>-0.200106</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>-0.197997</td>\n",
       "      <td>-2.807790</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>-2.474105</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4450</th>\n",
       "      <td>1.601770e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>11.219586</td>\n",
       "      <td>6.238785</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.209281</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.441140</td>\n",
       "      <td>8.648175</td>\n",
       "      <td>2.450506</td>\n",
       "      <td>9.764149</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.520511</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4451</th>\n",
       "      <td>1.601856e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>14.389548</td>\n",
       "      <td>6.425305</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.624556</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.476921</td>\n",
       "      <td>8.608987</td>\n",
       "      <td>2.537692</td>\n",
       "      <td>6.665199</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.226164</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4452</th>\n",
       "      <td>1.601942e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>17.386591</td>\n",
       "      <td>6.536422</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.864163</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.512523</td>\n",
       "      <td>8.833203</td>\n",
       "      <td>2.587021</td>\n",
       "      <td>7.806607</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.893415</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4453</th>\n",
       "      <td>1.602029e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>19.810485</td>\n",
       "      <td>6.257304</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.084544</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.576661</td>\n",
       "      <td>8.834512</td>\n",
       "      <td>2.632908</td>\n",
       "      <td>8.270132</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.433456</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4454</th>\n",
       "      <td>1.602115e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>21.057793</td>\n",
       "      <td>6.207042</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.429239</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.656453</td>\n",
       "      <td>9.014886</td>\n",
       "      <td>2.705180</td>\n",
       "      <td>9.277025</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.711877</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4455</th>\n",
       "      <td>1.602202e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>21.108037</td>\n",
       "      <td>6.328743</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.633056</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.743402</td>\n",
       "      <td>9.364839</td>\n",
       "      <td>2.747626</td>\n",
       "      <td>10.971831</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.722678</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4456</th>\n",
       "      <td>1.602288e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>16.962353</td>\n",
       "      <td>6.468965</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.835525</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.834107</td>\n",
       "      <td>9.469893</td>\n",
       "      <td>2.788925</td>\n",
       "      <td>11.223947</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.799808</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4457</th>\n",
       "      <td>1.602374e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>12.361457</td>\n",
       "      <td>6.352550</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>18.002371</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.886885</td>\n",
       "      <td>9.574975</td>\n",
       "      <td>2.824487</td>\n",
       "      <td>10.474481</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.774930</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4458</th>\n",
       "      <td>1.602461e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>13.253114</td>\n",
       "      <td>6.344615</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.836324</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.922129</td>\n",
       "      <td>9.827963</td>\n",
       "      <td>2.790072</td>\n",
       "      <td>8.375345</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.972945</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4459</th>\n",
       "      <td>1.602547e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>16.762156</td>\n",
       "      <td>6.233497</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.745086</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>18.950217</td>\n",
       "      <td>9.855543</td>\n",
       "      <td>2.770570</td>\n",
       "      <td>7.993040</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.755405</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4460</th>\n",
       "      <td>1.602634e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>18.479291</td>\n",
       "      <td>6.365783</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.550590</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.023301</td>\n",
       "      <td>10.130612</td>\n",
       "      <td>2.730418</td>\n",
       "      <td>10.129541</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.137034</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4461</th>\n",
       "      <td>1.602720e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>18.793681</td>\n",
       "      <td>6.468965</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.219795</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.110070</td>\n",
       "      <td>10.456565</td>\n",
       "      <td>2.661588</td>\n",
       "      <td>11.480391</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.207839</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4462</th>\n",
       "      <td>1.602806e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>19.404607</td>\n",
       "      <td>6.278472</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.970916</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.184137</td>\n",
       "      <td>10.659776</td>\n",
       "      <td>2.609964</td>\n",
       "      <td>12.345493</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.343449</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4463</th>\n",
       "      <td>1.602893e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>14.905290</td>\n",
       "      <td>6.126352</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.670367</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.264556</td>\n",
       "      <td>11.013948</td>\n",
       "      <td>2.546869</td>\n",
       "      <td>13.618072</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.341373</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4464</th>\n",
       "      <td>1.602979e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>10.672577</td>\n",
       "      <td>6.258628</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.423619</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.326278</td>\n",
       "      <td>11.082024</td>\n",
       "      <td>2.495246</td>\n",
       "      <td>10.934662</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.398102</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4465</th>\n",
       "      <td>1.603066e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>12.034566</td>\n",
       "      <td>6.246729</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.245570</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.360718</td>\n",
       "      <td>11.205551</td>\n",
       "      <td>2.458536</td>\n",
       "      <td>9.210358</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.701725</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4466</th>\n",
       "      <td>1.603152e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>16.908365</td>\n",
       "      <td>6.438537</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.266944</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.401777</td>\n",
       "      <td>11.743966</td>\n",
       "      <td>2.463125</td>\n",
       "      <td>11.632604</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.787807</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4467</th>\n",
       "      <td>1.603238e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>21.536002</td>\n",
       "      <td>6.591981</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>16.713547</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.485237</td>\n",
       "      <td>11.919452</td>\n",
       "      <td>2.556047</td>\n",
       "      <td>11.315787</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.818686</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4468</th>\n",
       "      <td>1.603325e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>21.489127</td>\n",
       "      <td>6.810253</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.107366</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.586766</td>\n",
       "      <td>12.023952</td>\n",
       "      <td>2.637497</td>\n",
       "      <td>12.186789</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.807885</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4469</th>\n",
       "      <td>1.603411e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>22.386774</td>\n",
       "      <td>6.827449</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.543066</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.661996</td>\n",
       "      <td>12.264634</td>\n",
       "      <td>2.728124</td>\n",
       "      <td>13.972451</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>4.008300</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4470</th>\n",
       "      <td>1.603498e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>19.602948</td>\n",
       "      <td>6.898879</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>18.229427</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.747245</td>\n",
       "      <td>12.703146</td>\n",
       "      <td>2.871522</td>\n",
       "      <td>16.582310</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.387853</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4471</th>\n",
       "      <td>1.603584e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>12.912600</td>\n",
       "      <td>7.181969</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>18.556710</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.828110</td>\n",
       "      <td>13.472497</td>\n",
       "      <td>2.939206</td>\n",
       "      <td>16.135305</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>1.897339</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4472</th>\n",
       "      <td>1.603670e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>14.164920</td>\n",
       "      <td>7.110530</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>18.867962</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.857719</td>\n",
       "      <td>13.809883</td>\n",
       "      <td>3.004595</td>\n",
       "      <td>11.491010</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.175761</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4473</th>\n",
       "      <td>1.603757e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>17.886497</td>\n",
       "      <td>7.171385</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>19.010871</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.902893</td>\n",
       "      <td>14.048412</td>\n",
       "      <td>3.034422</td>\n",
       "      <td>13.245010</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>3.005024</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4474</th>\n",
       "      <td>1.603843e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>17.151172</td>\n",
       "      <td>7.244140</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>18.370221</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>19.991273</td>\n",
       "      <td>14.530766</td>\n",
       "      <td>2.901349</td>\n",
       "      <td>14.576390</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.841811</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4475</th>\n",
       "      <td>1.603930e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>16.324002</td>\n",
       "      <td>7.035128</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>17.615577</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>20.078669</td>\n",
       "      <td>14.978587</td>\n",
       "      <td>2.744185</td>\n",
       "      <td>15.213958</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>2.656997</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4476</th>\n",
       "      <td>1.604016e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>7.203128</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>20.165259</td>\n",
       "      <td>15.446161</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>17.133152</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4477</th>\n",
       "      <td>1.604102e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>7.318218</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>20.258291</td>\n",
       "      <td>15.910012</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>19.717838</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4478</th>\n",
       "      <td>1.604189e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>7.244140</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>20.334147</td>\n",
       "      <td>15.790093</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>15.324677</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4479</th>\n",
       "      <td>1.604275e+09</td>\n",
       "      <td>0.005513</td>\n",
       "      <td>0.979530</td>\n",
       "      <td>0.003034</td>\n",
       "      <td>7.388324</td>\n",
       "      <td>-0.004327</td>\n",
       "      <td>0.007052</td>\n",
       "      <td>1.046505</td>\n",
       "      <td>20.373506</td>\n",
       "      <td>16.417356</td>\n",
       "      <td>0.011278</td>\n",
       "      <td>15.731171</td>\n",
       "      <td>0.685605</td>\n",
       "      <td>-0.020924</td>\n",
       "      <td>1.449390</td>\n",
       "      <td>0.014813</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4480 rows × 17 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              date  hosp_patients_per_million  aged_70_older  new_tests  \\\n",
       "0     1.585008e+09                   0.005513      -0.848673   0.003034   \n",
       "1     1.585094e+09                   0.005513      -0.848673   0.003034   \n",
       "2     1.585181e+09                   0.005513      -0.848673   0.003034   \n",
       "3     1.585267e+09                   0.005513      -0.848673   0.003034   \n",
       "4     1.585354e+09                   0.005513      -0.848673   0.003034   \n",
       "5     1.585440e+09                   0.005513      -0.848673   0.003034   \n",
       "6     1.585526e+09                   0.005513      -0.848673   0.003034   \n",
       "7     1.585613e+09                   0.005513      -0.848673   0.003034   \n",
       "8     1.585699e+09                   0.005513      -0.848673   0.003034   \n",
       "9     1.585786e+09                   0.005513      -0.848673   0.003034   \n",
       "10    1.585872e+09                   0.005513      -0.848673   0.003034   \n",
       "11    1.585958e+09                   0.005513      -0.848673   0.003034   \n",
       "12    1.586045e+09                   0.005513      -0.848673   0.003034   \n",
       "13    1.586131e+09                   0.005513      -0.848673   0.003034   \n",
       "14    1.586218e+09                   0.005513      -0.848673   0.003034   \n",
       "15    1.586304e+09                   0.005513      -0.848673   0.003034   \n",
       "16    1.586390e+09                   0.005513      -0.848673   0.003034   \n",
       "17    1.586477e+09                   0.005513      -0.848673   0.003034   \n",
       "18    1.586563e+09                   0.005513      -0.848673   0.003034   \n",
       "19    1.586650e+09                   0.005513      -0.848673   0.003034   \n",
       "20    1.586736e+09                   0.005513      -0.848673   0.003034   \n",
       "21    1.586822e+09                   0.005513      -0.848673   0.003034   \n",
       "22    1.586909e+09                   0.005513      -0.848673   0.003034   \n",
       "23    1.586995e+09                   0.005513      -0.848673   0.003034   \n",
       "24    1.587082e+09                   0.005513      -0.848673   0.003034   \n",
       "25    1.587168e+09                   0.005513      -0.848673   0.003034   \n",
       "26    1.587254e+09                   0.005513      -0.848673   0.003034   \n",
       "27    1.587341e+09                   0.005513      -0.848673   0.003034   \n",
       "28    1.587427e+09                   0.005513      -0.848673   0.003034   \n",
       "29    1.587514e+09                   0.005513      -0.848673   0.003034   \n",
       "...            ...                        ...            ...        ...   \n",
       "4450  1.601770e+09                   0.005513       0.979530  11.219586   \n",
       "4451  1.601856e+09                   0.005513       0.979530  14.389548   \n",
       "4452  1.601942e+09                   0.005513       0.979530  17.386591   \n",
       "4453  1.602029e+09                   0.005513       0.979530  19.810485   \n",
       "4454  1.602115e+09                   0.005513       0.979530  21.057793   \n",
       "4455  1.602202e+09                   0.005513       0.979530  21.108037   \n",
       "4456  1.602288e+09                   0.005513       0.979530  16.962353   \n",
       "4457  1.602374e+09                   0.005513       0.979530  12.361457   \n",
       "4458  1.602461e+09                   0.005513       0.979530  13.253114   \n",
       "4459  1.602547e+09                   0.005513       0.979530  16.762156   \n",
       "4460  1.602634e+09                   0.005513       0.979530  18.479291   \n",
       "4461  1.602720e+09                   0.005513       0.979530  18.793681   \n",
       "4462  1.602806e+09                   0.005513       0.979530  19.404607   \n",
       "4463  1.602893e+09                   0.005513       0.979530  14.905290   \n",
       "4464  1.602979e+09                   0.005513       0.979530  10.672577   \n",
       "4465  1.603066e+09                   0.005513       0.979530  12.034566   \n",
       "4466  1.603152e+09                   0.005513       0.979530  16.908365   \n",
       "4467  1.603238e+09                   0.005513       0.979530  21.536002   \n",
       "4468  1.603325e+09                   0.005513       0.979530  21.489127   \n",
       "4469  1.603411e+09                   0.005513       0.979530  22.386774   \n",
       "4470  1.603498e+09                   0.005513       0.979530  19.602948   \n",
       "4471  1.603584e+09                   0.005513       0.979530  12.912600   \n",
       "4472  1.603670e+09                   0.005513       0.979530  14.164920   \n",
       "4473  1.603757e+09                   0.005513       0.979530  17.886497   \n",
       "4474  1.603843e+09                   0.005513       0.979530  17.151172   \n",
       "4475  1.603930e+09                   0.005513       0.979530  16.324002   \n",
       "4476  1.604016e+09                   0.005513       0.979530   0.003034   \n",
       "4477  1.604102e+09                   0.005513       0.979530   0.003034   \n",
       "4478  1.604189e+09                   0.005513       0.979530   0.003034   \n",
       "4479  1.604275e+09                   0.005513       0.979530   0.003034   \n",
       "\n",
       "      new_deaths_smoothed  weekly_hosp_admissions_per_million  \\\n",
       "0               -0.239105                           -0.004327   \n",
       "1               -0.239105                           -0.004327   \n",
       "2               -0.239105                           -0.004327   \n",
       "3               -0.239105                           -0.004327   \n",
       "4               -0.239105                           -0.004327   \n",
       "5               -0.239105                           -0.004327   \n",
       "6               -0.239105                           -0.004327   \n",
       "7               -0.239105                           -0.004327   \n",
       "8               -0.239105                           -0.004327   \n",
       "9               -0.239105                           -0.004327   \n",
       "10              -0.239105                           -0.004327   \n",
       "11              -0.239105                           -0.004327   \n",
       "12              -0.239105                           -0.004327   \n",
       "13              -0.239105                           -0.004327   \n",
       "14              -0.239105                           -0.004327   \n",
       "15              -0.239105                           -0.004327   \n",
       "16              -0.239105                           -0.004327   \n",
       "17              -0.239105                           -0.004327   \n",
       "18              -0.239105                           -0.004327   \n",
       "19              -0.239105                           -0.004327   \n",
       "20              -0.239105                           -0.004327   \n",
       "21              -0.239105                           -0.004327   \n",
       "22              -0.239105                           -0.004327   \n",
       "23              -0.239105                           -0.004327   \n",
       "24              -0.239105                           -0.004327   \n",
       "25              -0.239105                           -0.004327   \n",
       "26              -0.239105                           -0.004327   \n",
       "27              -0.239105                           -0.004327   \n",
       "28              -0.239105                           -0.004327   \n",
       "29              -0.239105                           -0.004327   \n",
       "...                   ...                                 ...   \n",
       "4450             6.238785                           -0.004327   \n",
       "4451             6.425305                           -0.004327   \n",
       "4452             6.536422                           -0.004327   \n",
       "4453             6.257304                           -0.004327   \n",
       "4454             6.207042                           -0.004327   \n",
       "4455             6.328743                           -0.004327   \n",
       "4456             6.468965                           -0.004327   \n",
       "4457             6.352550                           -0.004327   \n",
       "4458             6.344615                           -0.004327   \n",
       "4459             6.233497                           -0.004327   \n",
       "4460             6.365783                           -0.004327   \n",
       "4461             6.468965                           -0.004327   \n",
       "4462             6.278472                           -0.004327   \n",
       "4463             6.126352                           -0.004327   \n",
       "4464             6.258628                           -0.004327   \n",
       "4465             6.246729                           -0.004327   \n",
       "4466             6.438537                           -0.004327   \n",
       "4467             6.591981                           -0.004327   \n",
       "4468             6.810253                           -0.004327   \n",
       "4469             6.827449                           -0.004327   \n",
       "4470             6.898879                           -0.004327   \n",
       "4471             7.181969                           -0.004327   \n",
       "4472             7.110530                           -0.004327   \n",
       "4473             7.171385                           -0.004327   \n",
       "4474             7.244140                           -0.004327   \n",
       "4475             7.035128                           -0.004327   \n",
       "4476             7.203128                           -0.004327   \n",
       "4477             7.318218                           -0.004327   \n",
       "4478             7.244140                           -0.004327   \n",
       "4479             7.388324                           -0.004327   \n",
       "\n",
       "      new_tests_smoothed  aged_65_older  total_deaths  new_cases_smoothed  \\\n",
       "0               0.007052      -0.906616      0.007391           -0.200106   \n",
       "1               0.007052      -0.906616      0.007391           -0.200106   \n",
       "2               0.007052      -0.906616      0.007391           -0.200106   \n",
       "3               0.007052      -0.906616      0.007391           -0.200077   \n",
       "4               0.007052      -0.906616      0.007391           -0.200077   \n",
       "5               0.007052      -0.906616      0.007391           -0.200106   \n",
       "6               0.007052      -0.906616      0.007391           -0.200135   \n",
       "7               0.007052      -0.906616      0.007391           -0.200135   \n",
       "8               0.007052      -0.906616      0.007391           -0.200135   \n",
       "9               0.007052      -0.906616      0.007391           -0.200077   \n",
       "10              0.007052      -0.906616      0.007391           -0.200106   \n",
       "11              0.007052      -0.906616      0.007391           -0.200106   \n",
       "12              0.007052      -0.906616      0.007391           -0.200106   \n",
       "13              0.007052      -0.906616      0.007391           -0.200106   \n",
       "14              0.007052      -0.906616      0.007391           -0.200106   \n",
       "15              0.007052      -0.906616      0.007391           -0.200106   \n",
       "16              0.007052      -0.906616      0.007391           -0.200135   \n",
       "17              0.007052      -0.906616      0.007391           -0.200106   \n",
       "18              0.007052      -0.906616      0.007391           -0.200106   \n",
       "19              0.007052      -0.906616      0.007391           -0.200135   \n",
       "20              0.007052      -0.906616      0.007391           -0.200135   \n",
       "21              0.007052      -0.906616      0.007391           -0.200135   \n",
       "22              0.007052      -0.906616      0.007391           -0.200135   \n",
       "23              0.007052      -0.906616      0.007391           -0.200164   \n",
       "24              0.007052      -0.906616      0.007391           -0.200164   \n",
       "25              0.007052      -0.906616      0.007391           -0.200164   \n",
       "26              0.007052      -0.906616      0.007391           -0.200164   \n",
       "27              0.007052      -0.906616      0.007391           -0.200164   \n",
       "28              0.007052      -0.906616      0.007391           -0.200164   \n",
       "29              0.007052      -0.906616      0.007391           -0.200106   \n",
       "...                  ...            ...           ...                 ...   \n",
       "4450           16.209281       1.046505     18.441140            8.648175   \n",
       "4451           16.624556       1.046505     18.476921            8.608987   \n",
       "4452           16.864163       1.046505     18.512523            8.833203   \n",
       "4453           17.084544       1.046505     18.576661            8.834512   \n",
       "4454           17.429239       1.046505     18.656453            9.014886   \n",
       "4455           17.633056       1.046505     18.743402            9.364839   \n",
       "4456           17.835525       1.046505     18.834107            9.469893   \n",
       "4457           18.002371       1.046505     18.886885            9.574975   \n",
       "4458           17.836324       1.046505     18.922129            9.827963   \n",
       "4459           17.745086       1.046505     18.950217            9.855543   \n",
       "4460           17.550590       1.046505     19.023301           10.130612   \n",
       "4461           17.219795       1.046505     19.110070           10.456565   \n",
       "4462           16.970916       1.046505     19.184137           10.659776   \n",
       "4463           16.670367       1.046505     19.264556           11.013948   \n",
       "4464           16.423619       1.046505     19.326278           11.082024   \n",
       "4465           16.245570       1.046505     19.360718           11.205551   \n",
       "4466           16.266944       1.046505     19.401777           11.743966   \n",
       "4467           16.713547       1.046505     19.485237           11.919452   \n",
       "4468           17.107366       1.046505     19.586766           12.023952   \n",
       "4469           17.543066       1.046505     19.661996           12.264634   \n",
       "4470           18.229427       1.046505     19.747245           12.703146   \n",
       "4471           18.556710       1.046505     19.828110           13.472497   \n",
       "4472           18.867962       1.046505     19.857719           13.809883   \n",
       "4473           19.010871       1.046505     19.902893           14.048412   \n",
       "4474           18.370221       1.046505     19.991273           14.530766   \n",
       "4475           17.615577       1.046505     20.078669           14.978587   \n",
       "4476            0.007052       1.046505     20.165259           15.446161   \n",
       "4477            0.007052       1.046505     20.258291           15.910012   \n",
       "4478            0.007052       1.046505     20.334147           15.790093   \n",
       "4479            0.007052       1.046505     20.373506           16.417356   \n",
       "\n",
       "      new_tests_smoothed_per_thousand  new_cases  life_expectancy  \\\n",
       "0                            0.011278  -0.198390        -2.807790   \n",
       "1                            0.011278  -0.198390        -2.807790   \n",
       "2                            0.011278  -0.198390        -2.807790   \n",
       "3                            0.011278  -0.198193        -2.807790   \n",
       "4                            0.011278  -0.198390        -2.807790   \n",
       "5                            0.011278  -0.198193        -2.807790   \n",
       "6                            0.011278  -0.198390        -2.807790   \n",
       "7                            0.011278  -0.198390        -2.807790   \n",
       "8                            0.011278  -0.198390        -2.807790   \n",
       "9                            0.011278  -0.197997        -2.807790   \n",
       "10                           0.011278  -0.198390        -2.807790   \n",
       "11                           0.011278  -0.198390        -2.807790   \n",
       "12                           0.011278  -0.198193        -2.807790   \n",
       "13                           0.011278  -0.198390        -2.807790   \n",
       "14                           0.011278  -0.198390        -2.807790   \n",
       "15                           0.011278  -0.198390        -2.807790   \n",
       "16                           0.011278  -0.198193        -2.807790   \n",
       "17                           0.011278  -0.198193        -2.807790   \n",
       "18                           0.011278  -0.198390        -2.807790   \n",
       "19                           0.011278  -0.198390        -2.807790   \n",
       "20                           0.011278  -0.198390        -2.807790   \n",
       "21                           0.011278  -0.198390        -2.807790   \n",
       "22                           0.011278  -0.198390        -2.807790   \n",
       "23                           0.011278  -0.198390        -2.807790   \n",
       "24                           0.011278  -0.198193        -2.807790   \n",
       "25                           0.011278  -0.198390        -2.807790   \n",
       "26                           0.011278  -0.198390        -2.807790   \n",
       "27                           0.011278  -0.198390        -2.807790   \n",
       "28                           0.011278  -0.198390        -2.807790   \n",
       "29                           0.011278  -0.197997        -2.807790   \n",
       "...                               ...        ...              ...   \n",
       "4450                         2.450506   9.764149         0.685605   \n",
       "4451                         2.537692   6.665199         0.685605   \n",
       "4452                         2.587021   7.806607         0.685605   \n",
       "4453                         2.632908   8.270132         0.685605   \n",
       "4454                         2.705180   9.277025         0.685605   \n",
       "4455                         2.747626  10.971831         0.685605   \n",
       "4456                         2.788925  11.223947         0.685605   \n",
       "4457                         2.824487  10.474481         0.685605   \n",
       "4458                         2.790072   8.375345         0.685605   \n",
       "4459                         2.770570   7.993040         0.685605   \n",
       "4460                         2.730418  10.129541         0.685605   \n",
       "4461                         2.661588  11.480391         0.685605   \n",
       "4462                         2.609964  12.345493         0.685605   \n",
       "4463                         2.546869  13.618072         0.685605   \n",
       "4464                         2.495246  10.934662         0.685605   \n",
       "4465                         2.458536   9.210358         0.685605   \n",
       "4466                         2.463125  11.632604         0.685605   \n",
       "4467                         2.556047  11.315787         0.685605   \n",
       "4468                         2.637497  12.186789         0.685605   \n",
       "4469                         2.728124  13.972451         0.685605   \n",
       "4470                         2.871522  16.582310         0.685605   \n",
       "4471                         2.939206  16.135305         0.685605   \n",
       "4472                         3.004595  11.491010         0.685605   \n",
       "4473                         3.034422  13.245010         0.685605   \n",
       "4474                         2.901349  14.576390         0.685605   \n",
       "4475                         2.744185  15.213958         0.685605   \n",
       "4476                         0.011278  17.133152         0.685605   \n",
       "4477                         0.011278  19.717838         0.685605   \n",
       "4478                         0.011278  15.324677         0.685605   \n",
       "4479                         0.011278  15.731171         0.685605   \n",
       "\n",
       "      hosp_patients  human_development_index  new_tests_per_thousand  \\\n",
       "0         -0.020924                -2.474105                0.014813   \n",
       "1         -0.020924                -2.474105                0.014813   \n",
       "2         -0.020924                -2.474105                0.014813   \n",
       "3         -0.020924                -2.474105                0.014813   \n",
       "4         -0.020924                -2.474105                0.014813   \n",
       "5         -0.020924                -2.474105                0.014813   \n",
       "6         -0.020924                -2.474105                0.014813   \n",
       "7         -0.020924                -2.474105                0.014813   \n",
       "8         -0.020924                -2.474105                0.014813   \n",
       "9         -0.020924                -2.474105                0.014813   \n",
       "10        -0.020924                -2.474105                0.014813   \n",
       "11        -0.020924                -2.474105                0.014813   \n",
       "12        -0.020924                -2.474105                0.014813   \n",
       "13        -0.020924                -2.474105                0.014813   \n",
       "14        -0.020924                -2.474105                0.014813   \n",
       "15        -0.020924                -2.474105                0.014813   \n",
       "16        -0.020924                -2.474105                0.014813   \n",
       "17        -0.020924                -2.474105                0.014813   \n",
       "18        -0.020924                -2.474105                0.014813   \n",
       "19        -0.020924                -2.474105                0.014813   \n",
       "20        -0.020924                -2.474105                0.014813   \n",
       "21        -0.020924                -2.474105                0.014813   \n",
       "22        -0.020924                -2.474105                0.014813   \n",
       "23        -0.020924                -2.474105                0.014813   \n",
       "24        -0.020924                -2.474105                0.014813   \n",
       "25        -0.020924                -2.474105                0.014813   \n",
       "26        -0.020924                -2.474105                0.014813   \n",
       "27        -0.020924                -2.474105                0.014813   \n",
       "28        -0.020924                -2.474105                0.014813   \n",
       "29        -0.020924                -2.474105                0.014813   \n",
       "...             ...                      ...                     ...   \n",
       "4450      -0.020924                 1.449390                1.520511   \n",
       "4451      -0.020924                 1.449390                2.226164   \n",
       "4452      -0.020924                 1.449390                2.893415   \n",
       "4453      -0.020924                 1.449390                3.433456   \n",
       "4454      -0.020924                 1.449390                3.711877   \n",
       "4455      -0.020924                 1.449390                3.722678   \n",
       "4456      -0.020924                 1.449390                2.799808   \n",
       "4457      -0.020924                 1.449390                1.774930   \n",
       "4458      -0.020924                 1.449390                1.972945   \n",
       "4459      -0.020924                 1.449390                2.755405   \n",
       "4460      -0.020924                 1.449390                3.137034   \n",
       "4461      -0.020924                 1.449390                3.207839   \n",
       "4462      -0.020924                 1.449390                3.343449   \n",
       "4463      -0.020924                 1.449390                2.341373   \n",
       "4464      -0.020924                 1.449390                1.398102   \n",
       "4465      -0.020924                 1.449390                1.701725   \n",
       "4466      -0.020924                 1.449390                2.787807   \n",
       "4467      -0.020924                 1.449390                3.818686   \n",
       "4468      -0.020924                 1.449390                3.807885   \n",
       "4469      -0.020924                 1.449390                4.008300   \n",
       "4470      -0.020924                 1.449390                3.387853   \n",
       "4471      -0.020924                 1.449390                1.897339   \n",
       "4472      -0.020924                 1.449390                2.175761   \n",
       "4473      -0.020924                 1.449390                3.005024   \n",
       "4474      -0.020924                 1.449390                2.841811   \n",
       "4475      -0.020924                 1.449390                2.656997   \n",
       "4476      -0.020924                 1.449390                0.014813   \n",
       "4477      -0.020924                 1.449390                0.014813   \n",
       "4478      -0.020924                 1.449390                0.014813   \n",
       "4479      -0.020924                 1.449390                0.014813   \n",
       "\n",
       "      country_id  \n",
       "0           32.0  \n",
       "1           32.0  \n",
       "2           32.0  \n",
       "3           32.0  \n",
       "4           32.0  \n",
       "5           32.0  \n",
       "6           32.0  \n",
       "7           32.0  \n",
       "8           32.0  \n",
       "9           32.0  \n",
       "10          32.0  \n",
       "11          32.0  \n",
       "12          32.0  \n",
       "13          32.0  \n",
       "14          32.0  \n",
       "15          32.0  \n",
       "16          32.0  \n",
       "17          32.0  \n",
       "18          32.0  \n",
       "19          32.0  \n",
       "20          32.0  \n",
       "21          32.0  \n",
       "22          32.0  \n",
       "23          32.0  \n",
       "24          32.0  \n",
       "25          32.0  \n",
       "26          32.0  \n",
       "27          32.0  \n",
       "28          32.0  \n",
       "29          32.0  \n",
       "...          ...  \n",
       "4450       199.0  \n",
       "4451       199.0  \n",
       "4452       199.0  \n",
       "4453       199.0  \n",
       "4454       199.0  \n",
       "4455       199.0  \n",
       "4456       199.0  \n",
       "4457       199.0  \n",
       "4458       199.0  \n",
       "4459       199.0  \n",
       "4460       199.0  \n",
       "4461       199.0  \n",
       "4462       199.0  \n",
       "4463       199.0  \n",
       "4464       199.0  \n",
       "4465       199.0  \n",
       "4466       199.0  \n",
       "4467       199.0  \n",
       "4468       199.0  \n",
       "4469       199.0  \n",
       "4470       199.0  \n",
       "4471       199.0  \n",
       "4472       199.0  \n",
       "4473       199.0  \n",
       "4474       199.0  \n",
       "4475       199.0  \n",
       "4476       199.0  \n",
       "4477       199.0  \n",
       "4478       199.0  \n",
       "4479       199.0  \n",
       "\n",
       "[4480 rows x 17 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# set up features to be selected and create the new dataframes\n",
    "features = ['hosp_patients_per_million', 'aged_70_older', 'new_tests', 'new_deaths_smoothed', 'weekly_hosp_admissions_per_million', 'new_tests_smoothed', 'aged_65_older', 'total_deaths', 'new_cases_smoothed', 'new_tests_smoothed_per_thousand', 'new_cases', 'life_expectancy', 'hosp_patients', 'human_development_index', 'new_tests_per_thousand']\n",
    "feats_with_date_id = ['date'] + features + ['country_id']\n",
    "print(feats_with_date_id)\n",
    "\n",
    "train_df = train_df[feats_with_date_id]\n",
    "val_df = val_df[feats_with_date_id]\n",
    "test_df = test_df[feats_with_date_id]\n",
    "display(train_df)\n",
    "display(val_df)\n",
    "display(test_df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Partition train into window data and labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "NUM_COUNTRIES_TEST = 21\n",
    "WINDOW_SIZE = 28\n",
    "WEEK = 7\n",
    "NUM_FEATURES = len(features)\n",
    "NUM_OUTPUT = WEEK * NUM_FEATURES\n",
    "#figure out how to split the data\n",
    "X = np.zeros((NUM_COUNTRIES_TEST, WINDOW_SIZE, NUM_FEATURES))\n",
    "y = np.zeros((NUM_COUNTRIES_TEST, WEEK, NUM_FEATURES))\n",
    "\n",
    "all_country_windows = list()\n",
    "all_country_labels = list()\n",
    "train_data = 0\n",
    "train_labels = 0\n",
    "for country, records in train_df.groupby('country_id'):\n",
    "    records_array = records.to_numpy()\n",
    "    length = len(records_array)\n",
    "    # how many windows can we get from a given number of records\n",
    "    num_windows = length - (WINDOW_SIZE + WEEK) + 1\n",
    "    if (num_windows < 1):\n",
    "        continue\n",
    "    country_windows = np.zeros((num_windows, WINDOW_SIZE, NUM_FEATURES))\n",
    "    country_labels = np.zeros((num_windows, NUM_OUTPUT))\n",
    "    index = 0\n",
    "    for i in range(length):\n",
    "        end_index = i + WINDOW_SIZE\n",
    "        follow_week_index = end_index + WEEK\n",
    "        if follow_week_index > length:\n",
    "            break\n",
    "        country_windows[index, :, :], temp_label = records_array[i:end_index, 1:-1], records_array[end_index:follow_week_index, 1:-1]\n",
    "        #of the dimension week x feature, need it to be dimension 1xweek*feature\n",
    "        temp_label = temp_label.reshape((1, WEEK * NUM_FEATURES))\n",
    "        country_labels[index, :] = temp_label\n",
    "        index += 1\n",
    "    if type(train_data) == type(0):\n",
    "        train_data = country_windows\n",
    "        train_labels = country_labels\n",
    "    else:\n",
    "        train_data = np.concatenate((train_data, country_windows), axis=0)\n",
    "        train_labels = np.concatenate((train_labels, country_labels), axis=0)\n",
    "    all_country_windows.append(country_windows)\n",
    "    all_country_labels.append(country_labels)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Partition validation data into windows and labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "val_country_windows = list()\n",
    "val_country_labels = list()\n",
    "val_data = 0\n",
    "val_labels = 0\n",
    "for country, records in val_df.groupby('country_id'):\n",
    "    records_array = records.to_numpy()\n",
    "    length = len(records_array)\n",
    "    # how many windows can we get from a given number of records\n",
    "    num_windows = length - (WINDOW_SIZE + WEEK) + 1\n",
    "    if (num_windows < 1):\n",
    "        continue\n",
    "    country_windows = np.zeros((num_windows, WINDOW_SIZE, NUM_FEATURES))\n",
    "    country_labels = np.zeros((num_windows, NUM_OUTPUT))\n",
    "    index = 0\n",
    "    for i in range(length):\n",
    "        end_index = i + WINDOW_SIZE\n",
    "        follow_week_index = end_index + WEEK\n",
    "        if follow_week_index > length:\n",
    "            break\n",
    "        country_windows[index, :, :], temp_label = records_array[i:end_index, 1:-1], records_array[end_index:follow_week_index, 1:-1]\n",
    "        #of the dimension week x feature, need it to be dimension 1xweek*feature\n",
    "        temp_label = temp_label.reshape((1, WEEK * NUM_FEATURES))\n",
    "        country_labels[index, :] = temp_label\n",
    "        index += 1\n",
    "    if type(val_data) == type(0):\n",
    "        val_data = country_windows\n",
    "        val_labels = country_labels\n",
    "    else:\n",
    "        val_data = np.concatenate((val_data, country_windows), axis=0)\n",
    "        val_labels = np.concatenate((val_labels, country_labels), axis=0)\n",
    "    val_country_windows.append(country_windows)\n",
    "    val_country_labels.append(country_labels)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Partition test data into final window and final label"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#this will be used to get the last month and additional week from all the test countries\n",
    "test_country_windows = list()\n",
    "test_country_labels = list()\n",
    "count = 0\n",
    "for country, records in test_df.groupby('country_id'):\n",
    "    count +=1\n",
    "    records_array = records.to_numpy()\n",
    "    length = len(records_array)\n",
    "    # how many windows can we get from a given number of records\n",
    "    num_windows = length - (WINDOW_SIZE + WEEK) + 1\n",
    "    if (num_windows < 1):\n",
    "        continue\n",
    "    country_window = np.zeros((1, WINDOW_SIZE, NUM_FEATURES))\n",
    "    country_label = np.zeros((1, NUM_OUTPUT))\n",
    "    for i in range(length):\n",
    "        end_index = i + WINDOW_SIZE\n",
    "        follow_week_index = end_index + WEEK\n",
    "        if follow_week_index > length:\n",
    "            break\n",
    "        country_window[0, :, :], temp_label = records_array[i:end_index, 1:-1], records_array[end_index:follow_week_index, 1:-1]\n",
    "        #of the dimension week x feature, need it to be dimension 1xweek*feature\n",
    "        temp_label = temp_label.reshape((1, NUM_OUTPUT))\n",
    "        country_label[0, :] = temp_label\n",
    "        index += 1\n",
    "    test_country_windows.append(country_windows)\n",
    "    test_country_labels.append(country_labels)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Compiling the validation and training data into a large matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(7875, 28, 15)\n",
      "(7875, 105)\n",
      "(27749, 28, 15)\n",
      "(27749, 105)\n"
     ]
    }
   ],
   "source": [
    "print(val_data.shape)\n",
    "print(val_labels.shape)\n",
    "print(train_data.shape)\n",
    "print(train_labels.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "id": "cwubaFkwsO4u"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "class WindowGenerator():\n",
    "    def __init__(self, input_width, label_width, shift,\n",
    "               train_df=train_df, val_df=val_df, test_df=test_df,\n",
    "               label_columns=None):\n",
    "        # Store the raw data.\n",
    "        self.train_df = train_df\n",
    "        self.val_df = val_df\n",
    "        self.test_df = test_df\n",
    "\n",
    "        # Work out the label column indices.\n",
    "        self.label_columns = label_columns\n",
    "        if label_columns is not None:\n",
    "            self.label_columns_indices = {name: i for i, name in\n",
    "                                        enumerate(label_columns)}\n",
    "        self.column_indices = {name: i for i, name in\n",
    "                               enumerate(train_df.columns)}\n",
    "\n",
    "        # Work out the window parameters.\n",
    "        self.input_width = input_width\n",
    "        self.label_width = label_width\n",
    "        self.shift = shift\n",
    "\n",
    "        self.total_window_size = input_width + shift\n",
    "\n",
    "        self.input_slice = slice(0, input_width)\n",
    "        self.input_indices = np.arange(self.total_window_size)[self.input_slice]\n",
    "\n",
    "        self.label_start = self.total_window_size - self.label_width\n",
    "        self.labels_slice = slice(self.label_start, None)\n",
    "        self.label_indices = np.arange(self.total_window_size)[self.labels_slice]\n",
    "\n",
    "    def __repr__(self):\n",
    "        return '\\n'.join([\n",
    "            'Total window size: {self.total_window_size}',\n",
    "            'Input indices: {self.input_indices}',\n",
    "            'Label indices: {self.label_indices}',\n",
    "            'Label column name(s): {self.label_columns}'])\n",
    "    \n",
    "    def split_window(self, features):\n",
    "        inputs = features[:, self.input_slice, :]\n",
    "        labels = features[:, self.labels_slice, :]\n",
    "        if self.label_columns is not None:\n",
    "            labels = tf.stack(\n",
    "                [labels[:, :, self.column_indices[name]] for name in self.label_columns],\n",
    "                axis=-1)\n",
    "\n",
    "        # Slicing doesn't preserve static shape information, so set the shapes\n",
    "        # manually. This way the `tf.data.Datasets` are easier to inspect.\n",
    "        inputs.set_shape([None, self.input_width, None])\n",
    "        labels.set_shape([None, self.label_width, None])\n",
    "\n",
    "        return inputs, labels\n",
    "    #WindowGenerator.split_window = split_window\n",
    "    \n",
    "    def plot(self, model=None, plot_col='new_cases', max_subplots=3):\n",
    "        inputs, labels = self.example\n",
    "        plt.figure(figsize=(12, 8))\n",
    "        plot_col_index = self.column_indices[plot_col]\n",
    "        max_n = min(max_subplots, len(inputs))\n",
    "        for n in range(max_n):\n",
    "            plt.subplot(3, 1, n+1)\n",
    "            plt.ylabel({plot_col})\n",
    "            plt.plot(self.input_indices, inputs[n, :, plot_col_index],\n",
    "                     label='Inputs', marker='.', zorder=-10)\n",
    "\n",
    "            if self.label_columns:\n",
    "                label_col_index = self.label_columns_indices.get(plot_col, None)\n",
    "            else:\n",
    "                label_col_index = plot_col_index\n",
    "\n",
    "            if label_col_index is None:\n",
    "                continue\n",
    "\n",
    "            plt.scatter(self.label_indices, labels[n, :, label_col_index],\n",
    "                        edgecolors='k', label='Labels', c='#2ca02c', s=64)\n",
    "            if model is not None:\n",
    "                predictions = model(inputs)\n",
    "                plt.scatter(self.label_indices, predictions[n, :, label_col_index],\n",
    "                          marker='X', edgecolors='k', label='Predictions',\n",
    "                          c='#ff7f0e', s=64)\n",
    "\n",
    "            if n == 0:\n",
    "                plt.legend()\n",
    "\n",
    "        plt.xlabel('Time [h]')\n",
    "        \n",
    "    def make_dataset(self, data):\n",
    "        data = np.array(data, dtype=np.float32)\n",
    "        ds = tf.keras.preprocessing.timeseries_dataset_from_array(\n",
    "            data=data,\n",
    "            targets=None,\n",
    "            sequence_length=self.total_window_size,\n",
    "            sequence_stride=1,\n",
    "            shuffle=True,\n",
    "            batch_size=32,)\n",
    "\n",
    "        ds = ds.map(self.split_window)\n",
    "\n",
    "        return ds\n",
    "    \n",
    "    @property\n",
    "    def train(self):\n",
    "        ds = []\n",
    "        for df in self.train_df.groupby('country_id'):\n",
    "            ds.append(self.make_dataset(self.train_df))\n",
    "        for i in range(len(ds)):\n",
    "            if i != 0:\n",
    "                ds[0] = ds[0].concatenate(ds[i])\n",
    "        return ds[0]\n",
    "\n",
    "    @property\n",
    "    def val(self):\n",
    "        ds = []\n",
    "        for df in self.val_df.groupby('country_id'):\n",
    "            ds.append(self.make_dataset(self.val_df))\n",
    "        for i in range(len(ds)):\n",
    "            if i != 0:\n",
    "                ds[0] = ds[0].concatenate(ds[i])\n",
    "        return ds[0]\n",
    "\n",
    "    @property\n",
    "    def test(self):\n",
    "        ds = []\n",
    "        for df in self.test_df.groupby('country_id'):\n",
    "            ds.append(self.make_dataset(self.test_df))\n",
    "        for i in range(len(ds)):\n",
    "            if i != 0:\n",
    "                ds[0] = ds[0].concatenate(ds[i])\n",
    "        return ds[0]\n",
    "\n",
    "    @property\n",
    "    def example(self):\n",
    "        \"\"\"Get and cache an example batch of `inputs, labels` for plotting.\"\"\"\n",
    "        result = getattr(self, '_example', None)\n",
    "        if result is None:\n",
    "            # No example batch was found, so get one from the `.train` dataset\n",
    "            result = next(iter(self.train))\n",
    "            # And cache it for next time\n",
    "            self._example = result\n",
    "        return result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Partition test data into final window and final label"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#this will be used to get the last month and additional week from all the test countries\n",
    "NUM_COUNTRIES_TEST = 21\n",
    "WINDOW_SIZE = 28\n",
    "WEEK = 7\n",
    "OUTPUT_DAYS = 14\n",
    "NUM_FEATURES = len(features)\n",
    "NUM_OUTPUT = OUTPUT_DAYS * NUM_FEATURES\n",
    "test_country_windows = list()\n",
    "test_country_labels = list()\n",
    "count = 0\n",
    "for country, records in test_df.groupby('country_id'):\n",
    "    count +=1\n",
    "    records_array = records.to_numpy()\n",
    "    length = len(records_array)\n",
    "    # how many windows can we get from a given number of records\n",
    "    num_windows = length - (WINDOW_SIZE + OUTPUT_DAYS) + 1\n",
    "    if (num_windows < 1):\n",
    "        continue\n",
    "    country_window = np.zeros((1, WINDOW_SIZE, NUM_FEATURES))\n",
    "    country_label = np.zeros((1, NUM_OUTPUT))\n",
    "    for i in range(length):\n",
    "        end_index = i + WINDOW_SIZE\n",
    "        follow_week_index = end_index + OUTPUT_DAYS\n",
    "        if follow_week_index > length:\n",
    "            break\n",
    "        country_window[0, :, :], temp_label = records_array[i:end_index, 1:-1], records_array[end_index:follow_week_index, 1:-1]\n",
    "        #of the dimension week x feature, need it to be dimension 1xweek*feature\n",
    "        temp_label = temp_label.reshape((1, NUM_OUTPUT))\n",
    "        country_label[0, :] = temp_label\n",
    "        index += 1\n",
    "    test_country_windows.append(country_windows)\n",
    "    test_country_labels.append(country_labels)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## LSTM RNN Implementation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'module' object has no attribute 'timeseries_dataset_from_array'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-12-72804ff03016>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     27\u001b[0m ])\n\u001b[1;32m     28\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 29\u001b[0;31m \u001b[0mhistory\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcomp_fit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlstm_model\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwindow\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     30\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     31\u001b[0m \u001b[0mIPython\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdisplay\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclear_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-12-72804ff03016>\u001b[0m in \u001b[0;36mcomp_fit\u001b[0;34m(model, window, patience)\u001b[0m\n\u001b[1;32m     10\u001b[0m                 metrics=[tf.metrics.MeanAbsoluteError()])\n\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m     history = model.fit(window.train, epochs=MAX_EPOCHS,\n\u001b[0m\u001b[1;32m     13\u001b[0m                       \u001b[0mvalidation_data\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwindow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mval\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m                       callbacks=[early_stopping])\n",
      "\u001b[0;32m<ipython-input-8-27fb84548193>\u001b[0m in \u001b[0;36mtrain\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    105\u001b[0m         \u001b[0mds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    106\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mdf\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgroupby\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'country_id'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 107\u001b[0;31m             \u001b[0mds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmake_dataset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtrain_df\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    108\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    109\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-8-27fb84548193>\u001b[0m in \u001b[0;36mmake_dataset\u001b[0;34m(self, data)\u001b[0m\n\u001b[1;32m     89\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mmake_dataset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     90\u001b[0m         \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloat32\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 91\u001b[0;31m         ds = tf.keras.preprocessing.timeseries_dataset_from_array(\n\u001b[0m\u001b[1;32m     92\u001b[0m             \u001b[0mdata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     93\u001b[0m             \u001b[0mtargets\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'module' object has no attribute 'timeseries_dataset_from_array'"
     ]
    }
   ],
   "source": [
    "MAX_EPOCHS = 20\n",
    "\n",
    "def comp_fit(model, window, patience=2):\n",
    "    early_stopping = tf.keras.callbacks.EarlyStopping(monitor='val_loss',\n",
    "                                                    patience=patience,\n",
    "                                                    mode='min')\n",
    "\n",
    "    model.compile(loss=tf.losses.MeanSquaredError(),\n",
    "                optimizer=tf.optimizers.Adam(),\n",
    "                metrics=[tf.metrics.MeanAbsoluteError()])\n",
    "\n",
    "    history = model.fit(window.train, epochs=MAX_EPOCHS,\n",
    "                      validation_data=window.val,\n",
    "                      callbacks=[early_stopping])\n",
    "    return history\n",
    "\n",
    "window = WindowGenerator(\n",
    "    input_width=28, label_width=14, shift=28,\n",
    "    label_columns=['new_cases'])\n",
    "\n",
    "\n",
    "lstm_model = tf.keras.Sequential([\n",
    "    tf.keras.layers.LSTM(75, return_sequences=False),\n",
    "    tf.keras.layers.Dense(28*NUM_FEATURES,\n",
    "                          kernel_initializer=tf.initializers.zeros),\n",
    "    tf.keras.layers.Reshape([28, NUM_FEATURES])\n",
    "])\n",
    "\n",
    "history = comp_fit(lstm_model, window)\n",
    "\n",
    "IPython.display.clear_output()\n",
    "\n",
    "multi_train_performance['LSTM'] = multi_lstm_model.evaluate(window.train)\n",
    "multi_val_performance['LSTM'] = multi_lstm_model.evaluate(window.val)\n",
    "multi_performance['LSTM'] = multi_lstm_model.evaluate(window.test, verbose=0)\n",
    "window.plot(multi_lstm_model)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Predict the Features of the test data for the first model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#we are compiling all of the predicted labels from the test data\n",
    "predicted_labels = list()\n",
    "for country in range(len(test_country_windows)):\n",
    "    pred_label = lstm_model.predict(test_country_windows[country], verbose=1)\n",
    "    predicted_labels.append(pred_label)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot the predictions of the model with the real values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#here we plot the predictions and the real values for each test country\n",
    "import matplotlib.pyplot as plt\n",
    "x_axis = np.array([1,2,3,4,5,6,7,8, 9, 10, 11, 12, 13, 14])\n",
    "\n",
    "#THESE INDICIES ARE HARD CODED\n",
    "age_seventy_index = 1\n",
    "new_cases_smoothed_index = 8\n",
    "\n",
    "indicies = np.arange(new_cases_smoothed_index, NUM_OUTPUT , NUM_FEATURES)\n",
    "\n",
    "fig, axs = plt.subplots(len(test_country_labels), 1, figsize=(7,80))\n",
    "plt.setp(axs[:], xlabel='Time Step')\n",
    "plt.setp(axs[:], ylabel='Scaled New Cases Smoothed')\n",
    "prev_pred = predicted_labels[0][19][indicies]\n",
    "prev_ex = test_country_labels[0][19][indicies]\n",
    "for i in range(len(axs)):\n",
    "    axs[i].plot(x_axis, predicted_labels[0][i][indicies], c='red', linestyle=':', label='Predicted')\n",
    "    axs[i].plot(x_axis, test_country_labels[0][i][indicies], c='black', linestyle='solid', label='Expected')\n",
    "    axs[i].legend()\n",
    "    assert ~(prev_ex==test_country_labels[0][i][indicies]).all()\n",
    "    assert ~(prev_pred==predicted_labels[0][i][indicies]).all()\n",
    "    prev_pred = predicted_labels[0][i][indicies]\n",
    "    prev_ex = test_country_labels[0][i][indicies]\n",
    " \n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot model performance for RNN (train and validation loss)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this is used to evaluate the models we've trained\n",
    "\n",
    "fig, axs = plt.subplots(2, 1, figsize=(7,15))\n",
    "plt.title('Model History')\n",
    "plt.setp(axs[:], xlabel='Epoch')\n",
    "plt.setp(axs[0], ylabel='Loss')\n",
    "plt.setp(axs[1], ylabel='MAE')\n",
    "axs[0].plot(history_one.history['loss'])\n",
    "axs[0].plot(history_one.history['val_loss'])\n",
    "axs[0].legend(['train', 'val'])\n",
    "axs[1].plot(history_one.history['mean_absolute_error'])\n",
    "axs[1].plot(history_one.history['val_mean_absolute_error'])\n",
    "axs[1].legend(['train', 'val'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot RNN model based on validation and test performance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# cnn_model_scores = list()\n",
    "length = len(test_country_windows)\n",
    "test_loss = list()\n",
    "val_loss = list()\n",
    "test_mae = list()\n",
    "val_mae = list()\n",
    "for country in range(len(test_country_windows)):\n",
    "    score_test = lstm_model.evaluate(test_country_windows[country], test_country_labels[country], verbose=0)\n",
    "    score_val = lstm_model.evaluate(val_country_windows[country], val_country_labels[country], verbose=0)\n",
    "    test_loss.append(score_test[0])\n",
    "    test_mae.append(score_test[1])\n",
    "    val_loss.append(score_val[0])\n",
    "    val_mae.append(score_val[1])\n",
    "\n",
    "\n",
    "fig, axs = plt.subplots(2, 1, figsize=(7,10))\n",
    "plt.setp(axs[:], xlabel='Random Country')\n",
    "plt.setp(axs[0], ylabel='MSE')\n",
    "plt.setp(axs[1], ylabel='MAE')\n",
    "width = .3\n",
    "x = np.arange(len(test_country_windows))\n",
    "axs[0].bar(x - 0.17, test_loss, width, label='Test')\n",
    "axs[0].bar(x + .17, val_loss, width, label=\"Validation\")\n",
    "axs[0].legend()\n",
    "axs[1].bar(x - 0.17, test_mae, width, label='Test')\n",
    "axs[1].bar(x + .17, val_mae, width, label=\"Validation\")\n",
    "axs[1].legend()\n",
    "plt.show()"
   ]
  }
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