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5d5f89db375f9ba5e6d1c5d0b139bc6a
mooc-rr
Commits
9ece230e
Commit
9ece230e
authored
Dec 10, 2020
by
5d5f89db375f9ba5e6d1c5d0b139bc6a
Browse files
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Telechargement des données brutes
parent
63762566
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-65
Sujet7_StatCOVID19.ipynb
module3/Sujet7_StatCOVID19.ipynb
+0
-57
AnalyseCOVID19.ipynb
module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
+1807
-8
donnee_JohnHopkins.csv
module3/exo3/DonneeBrute/donnee_JohnHopkins.csv
+272
-0
No files found.
module3/Sujet7_StatCOVID19.ipynb
deleted
100644 → 0
View file @
63762566
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analyse statistique des données liées à l'épidemie de COVID 19"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[Errno 2] No such file or directory: '(../Sujet7_StatCOVID19/)'\n",
"/home/jovyan/work/module3/exo3\n"
]
}
],
"source": [
"cd('../Sujet7_StatCOVID19/')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
View file @
9ece230e
...
@@ -9,20 +9,1819 @@
...
@@ -9,20 +9,1819 @@
},
},
{
{
"cell_type": "code",
"cell_type": "code",
"execution_count": 2,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import isoweek\n",
"import os\n",
"import urllib"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"data_url = \"https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv\""
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"metadata": {},
"outputs": [
"outputs": [
{
{
"name": "stdout",
"data": {
"output_type": "stream",
"text/html": [
"text": [
"<div>\n",
"[Errno 2] No such file or directory: '(../Sujet7_StatCOVID19/)'\n",
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"/home/jovyan/work/module3/exo3\n"
" .dataframe tbody tr th:only-of-type {\n",
]
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
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" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
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" <th></th>\n",
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" <td>Albania</td>\n",
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" <td>Argentina</td>\n",
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" </tr>\n",
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" <th>6</th>\n",
" <td>NaN</td>\n",
" <td>Armenia</td>\n",
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" <td>0</td>\n",
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" <td>142928</td>\n",
" <td>144066</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Australian Capital Territory</td>\n",
" <td>Australia</td>\n",
" <td>-35.473500</td>\n",
" <td>149.012400</td>\n",
" <td>0</td>\n",
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" <td>117</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>New South Wales</td>\n",
" <td>Australia</td>\n",
" <td>-33.868800</td>\n",
" <td>151.209300</td>\n",
" <td>0</td>\n",
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" <td>4610</td>\n",
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" <td>4620</td>\n",
" <td>4622</td>\n",
" <td>4624</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>Northern Territory</td>\n",
" <td>Australia</td>\n",
" <td>-12.463400</td>\n",
" <td>130.845600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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" <td>0</td>\n",
" <td>...</td>\n",
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" <td>53</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>59</td>\n",
" <td>61</td>\n",
" <td>61</td>\n",
" <td>61</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>Queensland</td>\n",
" <td>Australia</td>\n",
" <td>-27.469800</td>\n",
" <td>153.025100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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" <td>...</td>\n",
" <td>1202</td>\n",
" <td>1205</td>\n",
" <td>1206</td>\n",
" <td>1208</td>\n",
" <td>1210</td>\n",
" <td>1212</td>\n",
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" <td>1221</td>\n",
" <td>1221</td>\n",
" <td>1225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>South Australia</td>\n",
" <td>Australia</td>\n",
" <td>-34.928500</td>\n",
" <td>138.600700</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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" <td>...</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
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" <td>562</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
" <td>562</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>Tasmania</td>\n",
" <td>Australia</td>\n",
" <td>-42.882100</td>\n",
" <td>147.327200</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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" <td>230</td>\n",
" <td>230</td>\n",
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" <td>230</td>\n",
" <td>230</td>\n",
" <td>230</td>\n",
" <td>230</td>\n",
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" <td>233</td>\n",
" <td>234</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>Victoria</td>\n",
" <td>Australia</td>\n",
" <td>-37.813600</td>\n",
" <td>144.963100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
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" <td>20345</td>\n",
" <td>20345</td>\n",
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" <td>20345</td>\n",
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" <td>20345</td>\n",
" <td>20345</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>Western Australia</td>\n",
" <td>Australia</td>\n",
" <td>-31.950500</td>\n",
" <td>115.860500</td>\n",
" <td>0</td>\n",
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" <td>830</td>\n",
" <td>830</td>\n",
" <td>831</td>\n",
" <td>832</td>\n",
" <td>832</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>NaN</td>\n",
" <td>Austria</td>\n",
" <td>47.516200</td>\n",
" <td>14.550100</td>\n",
" <td>0</td>\n",
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" <td>282456</td>\n",
" <td>285489</td>\n",
" <td>289461</td>\n",
" <td>293430</td>\n",
" <td>297245</td>\n",
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" <td>311002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>NaN</td>\n",
" <td>Azerbaijan</td>\n",
" <td>40.143100</td>\n",
" <td>47.576900</td>\n",
" <td>0</td>\n",
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" <td>121176</td>\n",
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" <td>138000</td>\n",
" <td>142323</td>\n",
" <td>146679</td>\n",
" <td>149765</td>\n",
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" <td>158555</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>NaN</td>\n",
" <td>Bahamas</td>\n",
" <td>25.025885</td>\n",
" <td>-78.035889</td>\n",
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" <td>7579</td>\n",
" <td>7585</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>NaN</td>\n",
" <td>Bahrain</td>\n",
" <td>26.027500</td>\n",
" <td>50.550000</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>NaN</td>\n",
" <td>Bangladesh</td>\n",
" <td>23.685000</td>\n",
" <td>90.356300</td>\n",
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" <th>20</th>\n",
" <td>NaN</td>\n",
" <td>Barbados</td>\n",
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" <td>285</td>\n",
" <td>285</td>\n",
" <td>287</td>\n",
" <td>289</td>\n",
" <td>290</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>NaN</td>\n",
" <td>Belarus</td>\n",
" <td>53.709800</td>\n",
" <td>27.953400</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>136647</td>\n",
" <td>138219</td>\n",
" <td>139908</td>\n",
" <td>141609</td>\n",
" <td>143383</td>\n",
" <td>145279</td>\n",
" <td>147157</td>\n",
" <td>148953</td>\n",
" <td>150602</td>\n",
" <td>152453</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>NaN</td>\n",
" <td>Belgium</td>\n",
" <td>50.833300</td>\n",
" <td>4.469936</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>577345</td>\n",
" <td>579212</td>\n",
" <td>582252</td>\n",
" <td>584857</td>\n",
" <td>587439</td>\n",
" <td>589942</td>\n",
" <td>591756</td>\n",
" <td>592615</td>\n",
" <td>594572</td>\n",
" <td>597643</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>NaN</td>\n",
" <td>Belize</td>\n",
" <td>17.189900</td>\n",
" <td>-88.497600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>5854</td>\n",
" <td>5854</td>\n",
" <td>5854</td>\n",
" <td>7236</td>\n",
" <td>7383</td>\n",
" <td>7601</td>\n",
" <td>7769</td>\n",
" <td>7953</td>\n",
" <td>8013</td>\n",
" <td>8519</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>NaN</td>\n",
" <td>Benin</td>\n",
" <td>9.307700</td>\n",
" <td>2.315800</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>3015</td>\n",
" <td>3015</td>\n",
" <td>3055</td>\n",
" <td>3055</td>\n",
" <td>3055</td>\n",
" <td>3055</td>\n",
" <td>3055</td>\n",
" <td>3073</td>\n",
" <td>3073</td>\n",
" <td>3090</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>NaN</td>\n",
" <td>Bhutan</td>\n",
" <td>27.514200</td>\n",
" <td>90.433600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>410</td>\n",
" <td>414</td>\n",
" <td>415</td>\n",
" <td>418</td>\n",
" <td>424</td>\n",
" <td>426</td>\n",
" <td>430</td>\n",
" <td>432</td>\n",
" <td>433</td>\n",
" <td>433</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>NaN</td>\n",
" <td>Bolivia</td>\n",
" <td>-16.290200</td>\n",
" <td>-63.588700</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>144708</td>\n",
" <td>144810</td>\n",
" <td>144994</td>\n",
" <td>145186</td>\n",
" <td>145325</td>\n",
" <td>145492</td>\n",
" <td>145560</td>\n",
" <td>145657</td>\n",
" <td>145846</td>\n",
" <td>146060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>NaN</td>\n",
" <td>Bosnia and Herzegovina</td>\n",
" <td>43.915900</td>\n",
" <td>17.679100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>87901</td>\n",
" <td>89085</td>\n",
" <td>90378</td>\n",
" <td>91539</td>\n",
" <td>92793</td>\n",
" <td>93768</td>\n",
" <td>94507</td>\n",
" <td>94944</td>\n",
" <td>96021</td>\n",
" <td>97317</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>NaN</td>\n",
" <td>Botswana</td>\n",
" <td>-22.328500</td>\n",
" <td>24.684900</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>10742</td>\n",
" <td>10742</td>\n",
" <td>10742</td>\n",
" <td>11531</td>\n",
" <td>11531</td>\n",
" <td>11531</td>\n",
" <td>11531</td>\n",
" <td>12058</td>\n",
" <td>12058</td>\n",
" <td>12058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>NaN</td>\n",
" <td>Brazil</td>\n",
" <td>-14.235000</td>\n",
" <td>-51.925300</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>6335878</td>\n",
" <td>6386787</td>\n",
" <td>6436650</td>\n",
" <td>6487084</td>\n",
" <td>6533968</td>\n",
" <td>6577177</td>\n",
" <td>6603540</td>\n",
" <td>6623911</td>\n",
" <td>6674999</td>\n",
" <td>6728452</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>240</th>\n",
" <td>NaN</td>\n",
" <td>Thailand</td>\n",
" <td>15.870032</td>\n",
" <td>100.992541</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>5</td>\n",
" <td>7</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>...</td>\n",
" <td>4008</td>\n",
" <td>4026</td>\n",
" <td>4026</td>\n",
" <td>4053</td>\n",
" <td>4072</td>\n",
" <td>4086</td>\n",
" <td>4107</td>\n",
" <td>4126</td>\n",
" <td>4151</td>\n",
" <td>4169</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>NaN</td>\n",
" <td>Timor-Leste</td>\n",
" <td>-8.874217</td>\n",
" <td>125.727539</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>30</td>\n",
" <td>30</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" <td>31</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>NaN</td>\n",
" <td>Togo</td>\n",
" <td>8.619500</td>\n",
" <td>0.824800</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>2974</td>\n",
" <td>2997</td>\n",
" <td>3014</td>\n",
" <td>3039</td>\n",
" <td>3051</td>\n",
" <td>3051</td>\n",
" <td>3095</td>\n",
" <td>3111</td>\n",
" <td>3132</td>\n",
" <td>3151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>243</th>\n",
" <td>NaN</td>\n",
" <td>Trinidad and Tobago</td>\n",
" <td>10.691800</td>\n",
" <td>-61.222500</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>6669</td>\n",
" <td>6685</td>\n",
" <td>6704</td>\n",
" <td>6725</td>\n",
" <td>6735</td>\n",
" <td>6751</td>\n",
" <td>6767</td>\n",
" <td>6775</td>\n",
" <td>6782</td>\n",
" <td>6808</td>\n",
" </tr>\n",
" <tr>\n",
" <th>244</th>\n",
" <td>NaN</td>\n",
" <td>Tunisia</td>\n",
" <td>33.886917</td>\n",
" <td>9.537499</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>96769</td>\n",
" <td>96769</td>\n",
" <td>99280</td>\n",
" <td>99280</td>\n",
" <td>101900</td>\n",
" <td>102991</td>\n",
" <td>104002</td>\n",
" <td>104329</td>\n",
" <td>105445</td>\n",
" <td>106856</td>\n",
" </tr>\n",
" <tr>\n",
" <th>245</th>\n",
" <td>NaN</td>\n",
" <td>Turkey</td>\n",
" <td>38.963700</td>\n",
" <td>35.243300</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>638847</td>\n",
" <td>668957</td>\n",
" <td>700880</td>\n",
" <td>733261</td>\n",
" <td>765997</td>\n",
" <td>797893</td>\n",
" <td>828295</td>\n",
" <td>860432</td>\n",
" <td>893630</td>\n",
" <td>925342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246</th>\n",
" <td>NaN</td>\n",
" <td>US</td>\n",
" <td>40.000000</td>\n",
" <td>-100.000000</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>5</td>\n",
" <td>5</td>\n",
" <td>...</td>\n",
" <td>13541185</td>\n",
" <td>13721822</td>\n",
" <td>13921929</td>\n",
" <td>14139609</td>\n",
" <td>14367437</td>\n",
" <td>14581318</td>\n",
" <td>14756982</td>\n",
" <td>14949417</td>\n",
" <td>15165295</td>\n",
" <td>15386562</td>\n",
" </tr>\n",
" <tr>\n",
" <th>247</th>\n",
" <td>NaN</td>\n",
" <td>Uganda</td>\n",
" <td>1.373333</td>\n",
" <td>32.290275</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>20459</td>\n",
" <td>21035</td>\n",
" <td>21409</td>\n",
" <td>21612</td>\n",
" <td>21898</td>\n",
" <td>22188</td>\n",
" <td>22499</td>\n",
" <td>23200</td>\n",
" <td>23200</td>\n",
" <td>25059</td>\n",
" </tr>\n",
" <tr>\n",
" <th>248</th>\n",
" <td>NaN</td>\n",
" <td>Ukraine</td>\n",
" <td>48.379400</td>\n",
" <td>31.165600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>752343</td>\n",
" <td>765117</td>\n",
" <td>778560</td>\n",
" <td>793372</td>\n",
" <td>808828</td>\n",
" <td>822985</td>\n",
" <td>834913</td>\n",
" <td>843898</td>\n",
" <td>855054</td>\n",
" <td>867991</td>\n",
" </tr>\n",
" <tr>\n",
" <th>249</th>\n",
" <td>NaN</td>\n",
" <td>United Arab Emirates</td>\n",
" <td>23.424076</td>\n",
" <td>53.847818</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>168860</td>\n",
" <td>170149</td>\n",
" <td>171434</td>\n",
" <td>172751</td>\n",
" <td>174062</td>\n",
" <td>175276</td>\n",
" <td>176429</td>\n",
" <td>177577</td>\n",
" <td>178837</td>\n",
" <td>180150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>250</th>\n",
" <td>Anguilla</td>\n",
" <td>United Kingdom</td>\n",
" <td>18.220600</td>\n",
" <td>-63.068600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>6</td>\n",
" <td>6</td>\n",
" <td>6</td>\n",
" <td>6</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>251</th>\n",
" <td>Bermuda</td>\n",
" <td>United Kingdom</td>\n",
" <td>32.307800</td>\n",
" <td>-64.750500</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>260</td>\n",
" <td>262</td>\n",
" <td>267</td>\n",
" <td>272</td>\n",
" <td>278</td>\n",
" <td>288</td>\n",
" <td>288</td>\n",
" <td>306</td>\n",
" <td>330</td>\n",
" <td>340</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</th>\n",
" <td>British Virgin Islands</td>\n",
" <td>United Kingdom</td>\n",
" <td>18.420700</td>\n",
" <td>-64.640000</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>71</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</th>\n",
" <td>Cayman Islands</td>\n",
" <td>United Kingdom</td>\n",
" <td>19.313300</td>\n",
" <td>-81.254600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>274</td>\n",
" <td>285</td>\n",
" <td>285</td>\n",
" <td>288</td>\n",
" <td>288</td>\n",
" <td>288</td>\n",
" <td>288</td>\n",
" <td>290</td>\n",
" <td>291</td>\n",
" <td>292</td>\n",
" </tr>\n",
" <tr>\n",
" <th>254</th>\n",
" <td>Channel Islands</td>\n",
" <td>United Kingdom</td>\n",
" <td>49.372300</td>\n",
" <td>-2.364400</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>1299</td>\n",
" <td>1341</td>\n",
" <td>1397</td>\n",
" <td>1458</td>\n",
" <td>1526</td>\n",
" <td>1549</td>\n",
" <td>1645</td>\n",
" <td>1676</td>\n",
" <td>1748</td>\n",
" <td>1786</td>\n",
" </tr>\n",
" <tr>\n",
" <th>255</th>\n",
" <td>Falkland Islands (Malvinas)</td>\n",
" <td>United Kingdom</td>\n",
" <td>-51.796300</td>\n",
" <td>-59.523600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>256</th>\n",
" <td>Gibraltar</td>\n",
" <td>United Kingdom</td>\n",
" <td>36.140800</td>\n",
" <td>-5.353600</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>1020</td>\n",
" <td>1030</td>\n",
" <td>1035</td>\n",
" <td>1038</td>\n",
" <td>1042</td>\n",
" <td>1048</td>\n",
" <td>1053</td>\n",
" <td>1055</td>\n",
" <td>1058</td>\n",
" <td>1065</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</th>\n",
" <td>Isle of Man</td>\n",
" <td>United Kingdom</td>\n",
" <td>54.236100</td>\n",
" <td>-4.548100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>369</td>\n",
" <td>369</td>\n",
" <td>369</td>\n",
" <td>369</td>\n",
" <td>370</td>\n",
" <td>370</td>\n",
" <td>370</td>\n",
" <td>370</td>\n",
" <td>370</td>\n",
" <td>370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>258</th>\n",
" <td>Montserrat</td>\n",
" <td>United Kingdom</td>\n",
" <td>16.742498</td>\n",
" <td>-62.187366</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" <td>13</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259</th>\n",
" <td>Turks and Caicos Islands</td>\n",
" <td>United Kingdom</td>\n",
" <td>21.694000</td>\n",
" <td>-71.797900</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>748</td>\n",
" <td>750</td>\n",
" <td>750</td>\n",
" <td>751</td>\n",
" <td>755</td>\n",
" <td>756</td>\n",
" <td>756</td>\n",
" <td>756</td>\n",
" <td>761</td>\n",
" <td>761</td>\n",
" </tr>\n",
" <tr>\n",
" <th>260</th>\n",
" <td>NaN</td>\n",
" <td>United Kingdom</td>\n",
" <td>55.378100</td>\n",
" <td>-3.436000</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>1629657</td>\n",
" <td>1643086</td>\n",
" <td>1659256</td>\n",
" <td>1674134</td>\n",
" <td>1690432</td>\n",
" <td>1705971</td>\n",
" <td>1723242</td>\n",
" <td>1737960</td>\n",
" <td>1750241</td>\n",
" <td>1766819</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261</th>\n",
" <td>NaN</td>\n",
" <td>Uruguay</td>\n",
" <td>-32.522800</td>\n",
" <td>-55.765800</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>5857</td>\n",
" <td>6024</td>\n",
" <td>6225</td>\n",
" <td>6455</td>\n",
" <td>6731</td>\n",
" <td>6965</td>\n",
" <td>7303</td>\n",
" <td>7505</td>\n",
" <td>7806</td>\n",
" <td>8104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>262</th>\n",
" <td>NaN</td>\n",
" <td>Uzbekistan</td>\n",
" <td>41.377491</td>\n",
" <td>64.585262</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>73094</td>\n",
" <td>73276</td>\n",
" <td>73335</td>\n",
" <td>73431</td>\n",
" <td>73751</td>\n",
" <td>73751</td>\n",
" <td>74053</td>\n",
" <td>74053</td>\n",
" <td>74206</td>\n",
" <td>74352</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</th>\n",
" <td>NaN</td>\n",
" <td>Vanuatu</td>\n",
" <td>-15.376700</td>\n",
" <td>166.959200</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</th>\n",
" <td>NaN</td>\n",
" <td>Venezuela</td>\n",
" <td>6.423800</td>\n",
" <td>-66.589700</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>102394</td>\n",
" <td>102621</td>\n",
" <td>103067</td>\n",
" <td>103548</td>\n",
" <td>103877</td>\n",
" <td>104177</td>\n",
" <td>104442</td>\n",
" <td>104904</td>\n",
" <td>105384</td>\n",
" <td>105852</td>\n",
" </tr>\n",
" <tr>\n",
" <th>265</th>\n",
" <td>NaN</td>\n",
" <td>Vietnam</td>\n",
" <td>14.058324</td>\n",
" <td>108.277199</td>\n",
" <td>0</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>...</td>\n",
" <td>1347</td>\n",
" <td>1351</td>\n",
" <td>1358</td>\n",
" <td>1361</td>\n",
" <td>1361</td>\n",
" <td>1365</td>\n",
" <td>1366</td>\n",
" <td>1367</td>\n",
" <td>1377</td>\n",
" <td>1381</td>\n",
" </tr>\n",
" <tr>\n",
" <th>266</th>\n",
" <td>NaN</td>\n",
" <td>West Bank and Gaza</td>\n",
" <td>31.952200</td>\n",
" <td>35.233200</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>85647</td>\n",
" <td>88004</td>\n",
" <td>90192</td>\n",
" <td>92708</td>\n",
" <td>94676</td>\n",
" <td>96098</td>\n",
" <td>98038</td>\n",
" <td>99758</td>\n",
" <td>101109</td>\n",
" <td>102992</td>\n",
" </tr>\n",
" <tr>\n",
" <th>267</th>\n",
" <td>NaN</td>\n",
" <td>Yemen</td>\n",
" <td>15.552727</td>\n",
" <td>48.516388</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>2191</td>\n",
" <td>2197</td>\n",
" <td>2217</td>\n",
" <td>2239</td>\n",
" <td>2267</td>\n",
" <td>2304</td>\n",
" <td>2337</td>\n",
" <td>2383</td>\n",
" <td>2078</td>\n",
" <td>2079</td>\n",
" </tr>\n",
" <tr>\n",
" <th>268</th>\n",
" <td>NaN</td>\n",
" <td>Zambia</td>\n",
" <td>-13.133897</td>\n",
" <td>27.849332</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>17647</td>\n",
" <td>17665</td>\n",
" <td>17700</td>\n",
" <td>17730</td>\n",
" <td>17857</td>\n",
" <td>17898</td>\n",
" <td>17916</td>\n",
" <td>17931</td>\n",
" <td>17963</td>\n",
" <td>18062</td>\n",
" </tr>\n",
" <tr>\n",
" <th>269</th>\n",
" <td>NaN</td>\n",
" <td>Zimbabwe</td>\n",
" <td>-19.015438</td>\n",
" <td>29.154857</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>9950</td>\n",
" <td>10129</td>\n",
" <td>10129</td>\n",
" <td>10424</td>\n",
" <td>10547</td>\n",
" <td>10617</td>\n",
" <td>10718</td>\n",
" <td>10839</td>\n",
" <td>10912</td>\n",
" <td>11007</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>270 rows × 327 columns</p>\n",
"</div>"
],
"text/plain": [
" Unnamed: 0 Afghanistan 33.93911 \\\n",
"0 NaN Albania 41.153300 \n",
"1 NaN Algeria 28.033900 \n",
"2 NaN Andorra 42.506300 \n",
"3 NaN Angola -11.202700 \n",
"4 NaN Antigua and Barbuda 17.060800 \n",
"5 NaN Argentina -38.416100 \n",
"6 NaN Armenia 40.069100 \n",
"7 Australian Capital Territory Australia -35.473500 \n",
"8 New South Wales Australia -33.868800 \n",
"9 Northern Territory Australia -12.463400 \n",
"10 Queensland Australia -27.469800 \n",
"11 South Australia Australia -34.928500 \n",
"12 Tasmania Australia -42.882100 \n",
"13 Victoria Australia -37.813600 \n",
"14 Western Australia Australia -31.950500 \n",
"15 NaN Austria 47.516200 \n",
"16 NaN Azerbaijan 40.143100 \n",
"17 NaN Bahamas 25.025885 \n",
"18 NaN Bahrain 26.027500 \n",
"19 NaN Bangladesh 23.685000 \n",
"20 NaN Barbados 13.193900 \n",
"21 NaN Belarus 53.709800 \n",
"22 NaN Belgium 50.833300 \n",
"23 NaN Belize 17.189900 \n",
"24 NaN Benin 9.307700 \n",
"25 NaN Bhutan 27.514200 \n",
"26 NaN Bolivia -16.290200 \n",
"27 NaN Bosnia and Herzegovina 43.915900 \n",
"28 NaN Botswana -22.328500 \n",
"29 NaN Brazil -14.235000 \n",
".. ... ... ... \n",
"240 NaN Thailand 15.870032 \n",
"241 NaN Timor-Leste -8.874217 \n",
"242 NaN Togo 8.619500 \n",
"243 NaN Trinidad and Tobago 10.691800 \n",
"244 NaN Tunisia 33.886917 \n",
"245 NaN Turkey 38.963700 \n",
"246 NaN US 40.000000 \n",
"247 NaN Uganda 1.373333 \n",
"248 NaN Ukraine 48.379400 \n",
"249 NaN United Arab Emirates 23.424076 \n",
"250 Anguilla United Kingdom 18.220600 \n",
"251 Bermuda United Kingdom 32.307800 \n",
"252 British Virgin Islands United Kingdom 18.420700 \n",
"253 Cayman Islands United Kingdom 19.313300 \n",
"254 Channel Islands United Kingdom 49.372300 \n",
"255 Falkland Islands (Malvinas) United Kingdom -51.796300 \n",
"256 Gibraltar United Kingdom 36.140800 \n",
"257 Isle of Man United Kingdom 54.236100 \n",
"258 Montserrat United Kingdom 16.742498 \n",
"259 Turks and Caicos Islands United Kingdom 21.694000 \n",
"260 NaN United Kingdom 55.378100 \n",
"261 NaN Uruguay -32.522800 \n",
"262 NaN Uzbekistan 41.377491 \n",
"263 NaN Vanuatu -15.376700 \n",
"264 NaN Venezuela 6.423800 \n",
"265 NaN Vietnam 14.058324 \n",
"266 NaN West Bank and Gaza 31.952200 \n",
"267 NaN Yemen 15.552727 \n",
"268 NaN Zambia -13.133897 \n",
"269 NaN Zimbabwe -19.015438 \n",
"\n",
" 67.709953 0 0.1 0.2 0.3 0.4 0.5 ... 46274 46516 \\\n",
"0 20.168300 0 0 0 0 0 0 ... 38182 39014 \n",
"1 1.659600 0 0 0 0 0 0 ... 83199 84152 \n",
"2 1.521800 0 0 0 0 0 0 ... 6745 6790 \n",
"3 17.873900 0 0 0 0 0 0 ... 15139 15251 \n",
"4 -61.796400 0 0 0 0 0 0 ... 141 142 \n",
"5 -63.616700 0 0 0 0 0 0 ... 1424533 1432570 \n",
"6 45.038200 0 0 0 0 0 0 ... 135124 135967 \n",
"7 149.012400 0 0 0 0 0 0 ... 117 117 \n",
"8 151.209300 0 0 0 0 3 4 ... 4582 4588 \n",
"9 130.845600 0 0 0 0 0 0 ... 53 53 \n",
"10 153.025100 0 0 0 0 0 0 ... 1202 1205 \n",
"11 138.600700 0 0 0 0 0 0 ... 562 562 \n",
"12 147.327200 0 0 0 0 0 0 ... 230 230 \n",
"13 144.963100 0 0 0 0 1 1 ... 20345 20345 \n",
"14 115.860500 0 0 0 0 0 0 ... 821 823 \n",
"15 14.550100 0 0 0 0 0 0 ... 282456 285489 \n",
"16 47.576900 0 0 0 0 0 0 ... 121176 125602 \n",
"17 -78.035889 0 0 0 0 0 0 ... 7541 7543 \n",
"18 50.550000 0 0 0 0 0 0 ... 86956 87137 \n",
"19 90.356300 0 0 0 0 0 0 ... 464932 467225 \n",
"20 -59.543200 0 0 0 0 0 0 ... 276 278 \n",
"21 27.953400 0 0 0 0 0 0 ... 136647 138219 \n",
"22 4.469936 0 0 0 0 0 0 ... 577345 579212 \n",
"23 -88.497600 0 0 0 0 0 0 ... 5854 5854 \n",
"24 2.315800 0 0 0 0 0 0 ... 3015 3015 \n",
"25 90.433600 0 0 0 0 0 0 ... 410 414 \n",
"26 -63.588700 0 0 0 0 0 0 ... 144708 144810 \n",
"27 17.679100 0 0 0 0 0 0 ... 87901 89085 \n",
"28 24.684900 0 0 0 0 0 0 ... 10742 10742 \n",
"29 -51.925300 0 0 0 0 0 0 ... 6335878 6386787 \n",
".. ... .. ... ... ... ... ... ... ... ... \n",
"240 100.992541 2 3 5 7 8 8 ... 4008 4026 \n",
"241 125.727539 0 0 0 0 0 0 ... 30 30 \n",
"242 0.824800 0 0 0 0 0 0 ... 2974 2997 \n",
"243 -61.222500 0 0 0 0 0 0 ... 6669 6685 \n",
"244 9.537499 0 0 0 0 0 0 ... 96769 96769 \n",
"245 35.243300 0 0 0 0 0 0 ... 638847 668957 \n",
"246 -100.000000 1 1 2 2 5 5 ... 13541185 13721822 \n",
"247 32.290275 0 0 0 0 0 0 ... 20459 21035 \n",
"248 31.165600 0 0 0 0 0 0 ... 752343 765117 \n",
"249 53.847818 0 0 0 0 0 0 ... 168860 170149 \n",
"250 -63.068600 0 0 0 0 0 0 ... 6 6 \n",
"251 -64.750500 0 0 0 0 0 0 ... 260 262 \n",
"252 -64.640000 0 0 0 0 0 0 ... 71 72 \n",
"253 -81.254600 0 0 0 0 0 0 ... 274 285 \n",
"254 -2.364400 0 0 0 0 0 0 ... 1299 1341 \n",
"255 -59.523600 0 0 0 0 0 0 ... 16 16 \n",
"256 -5.353600 0 0 0 0 0 0 ... 1020 1030 \n",
"257 -4.548100 0 0 0 0 0 0 ... 369 369 \n",
"258 -62.187366 0 0 0 0 0 0 ... 13 13 \n",
"259 -71.797900 0 0 0 0 0 0 ... 748 750 \n",
"260 -3.436000 0 0 0 0 0 0 ... 1629657 1643086 \n",
"261 -55.765800 0 0 0 0 0 0 ... 5857 6024 \n",
"262 64.585262 0 0 0 0 0 0 ... 73094 73276 \n",
"263 166.959200 0 0 0 0 0 0 ... 1 1 \n",
"264 -66.589700 0 0 0 0 0 0 ... 102394 102621 \n",
"265 108.277199 0 2 2 2 2 2 ... 1347 1351 \n",
"266 35.233200 0 0 0 0 0 0 ... 85647 88004 \n",
"267 48.516388 0 0 0 0 0 0 ... 2191 2197 \n",
"268 27.849332 0 0 0 0 0 0 ... 17647 17665 \n",
"269 29.154857 0 0 0 0 0 0 ... 9950 10129 \n",
"\n",
" 46718 46837 46837.1 47072 47306 47516 47716 \\\n",
"0 39719 40501 41302 42148 42988 43683 44436 \n",
"1 85084 85927 86730 87502 88252 88825 89416 \n",
"2 6842 6904 6955 7005 7050 7084 7127 \n",
"3 15319 15361 15493 15536 15591 15648 15729 \n",
"4 144 144 144 144 144 146 146 \n",
"5 1440103 1447732 1454631 1459832 1463110 1466309 1469919 \n",
"6 137231 138508 139692 140959 141937 142344 142928 \n",
"7 117 117 117 117 117 117 117 \n",
"8 4597 4603 4605 4610 4614 4620 4622 \n",
"9 59 59 59 59 59 61 61 \n",
"10 1206 1208 1210 1212 1215 1221 1221 \n",
"11 562 562 562 562 562 562 562 \n",
"12 230 230 230 230 230 230 233 \n",
"13 20345 20345 20345 20345 20345 20345 20345 \n",
"14 823 825 828 830 830 831 832 \n",
"15 289461 293430 297245 300689 303430 305693 308070 \n",
"16 129544 133733 138000 142323 146679 149765 154152 \n",
"17 7543 7549 7565 7570 7570 7579 7579 \n",
"18 87270 87432 87600 87732 87930 88111 88294 \n",
"19 469423 471739 473991 475789 477545 479743 481945 \n",
"20 279 281 284 285 285 287 289 \n",
"21 139908 141609 143383 145279 147157 148953 150602 \n",
"22 582252 584857 587439 589942 591756 592615 594572 \n",
"23 5854 7236 7383 7601 7769 7953 8013 \n",
"24 3055 3055 3055 3055 3055 3073 3073 \n",
"25 415 418 424 426 430 432 433 \n",
"26 144994 145186 145325 145492 145560 145657 145846 \n",
"27 90378 91539 92793 93768 94507 94944 96021 \n",
"28 10742 11531 11531 11531 11531 12058 12058 \n",
"29 6436650 6487084 6533968 6577177 6603540 6623911 6674999 \n",
".. ... ... ... ... ... ... ... \n",
"240 4026 4053 4072 4086 4107 4126 4151 \n",
"241 31 31 31 31 31 31 31 \n",
"242 3014 3039 3051 3051 3095 3111 3132 \n",
"243 6704 6725 6735 6751 6767 6775 6782 \n",
"244 99280 99280 101900 102991 104002 104329 105445 \n",
"245 700880 733261 765997 797893 828295 860432 893630 \n",
"246 13921929 14139609 14367437 14581318 14756982 14949417 15165295 \n",
"247 21409 21612 21898 22188 22499 23200 23200 \n",
"248 778560 793372 808828 822985 834913 843898 855054 \n",
"249 171434 172751 174062 175276 176429 177577 178837 \n",
"250 6 6 7 7 7 10 10 \n",
"251 267 272 278 288 288 306 330 \n",
"252 72 72 72 72 72 72 72 \n",
"253 285 288 288 288 288 290 291 \n",
"254 1397 1458 1526 1549 1645 1676 1748 \n",
"255 17 17 17 17 17 17 17 \n",
"256 1035 1038 1042 1048 1053 1055 1058 \n",
"257 369 369 370 370 370 370 370 \n",
"258 13 13 13 13 13 13 13 \n",
"259 750 751 755 756 756 756 761 \n",
"260 1659256 1674134 1690432 1705971 1723242 1737960 1750241 \n",
"261 6225 6455 6731 6965 7303 7505 7806 \n",
"262 73335 73431 73751 73751 74053 74053 74206 \n",
"263 1 1 1 1 1 1 1 \n",
"264 103067 103548 103877 104177 104442 104904 105384 \n",
"265 1358 1361 1361 1365 1366 1367 1377 \n",
"266 90192 92708 94676 96098 98038 99758 101109 \n",
"267 2217 2239 2267 2304 2337 2383 2078 \n",
"268 17700 17730 17857 17898 17916 17931 17963 \n",
"269 10129 10424 10547 10617 10718 10839 10912 \n",
"\n",
" 47851 \n",
"0 45188 \n",
"1 90014 \n",
"2 7162 \n",
"3 15804 \n",
"4 146 \n",
"5 1475222 \n",
"6 144066 \n",
"7 117 \n",
"8 4624 \n",
"9 61 \n",
"10 1225 \n",
"11 562 \n",
"12 234 \n",
"13 20345 \n",
"14 832 \n",
"15 311002 \n",
"16 158555 \n",
"17 7585 \n",
"18 88495 \n",
"19 484104 \n",
"20 290 \n",
"21 152453 \n",
"22 597643 \n",
"23 8519 \n",
"24 3090 \n",
"25 433 \n",
"26 146060 \n",
"27 97317 \n",
"28 12058 \n",
"29 6728452 \n",
".. ... \n",
"240 4169 \n",
"241 31 \n",
"242 3151 \n",
"243 6808 \n",
"244 106856 \n",
"245 925342 \n",
"246 15386562 \n",
"247 25059 \n",
"248 867991 \n",
"249 180150 \n",
"250 10 \n",
"251 340 \n",
"252 72 \n",
"253 292 \n",
"254 1786 \n",
"255 17 \n",
"256 1065 \n",
"257 370 \n",
"258 13 \n",
"259 761 \n",
"260 1766819 \n",
"261 8104 \n",
"262 74352 \n",
"263 1 \n",
"264 105852 \n",
"265 1381 \n",
"266 102992 \n",
"267 2079 \n",
"268 18062 \n",
"269 11007 \n",
"\n",
"[270 rows x 327 columns]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
}
],
],
"source": [
"source": [
"cd('../Sujet7_StatCOVID19/')"
"path_to_file = \"DonneeBrute\"\n",
"csv_file = \"donnee_JohnHopkins.csv\"\n",
"if os.path.exists(os.path.join(path_to_file,csv_file)):\n",
" raw_data = pd.read_csv(os.path.join(path_to_file,csv_file), skiprows=1)\n",
"else: \n",
" if not(os.path.isdir(path_to_file)):\n",
" os.mkdir(path_to_file)\n",
" urllib.request.urlretrieve(data_url, os.path.join(path_to_file,csv_file))\n",
" raw_data = pd.read_csv(os.path.join(path_to_file,csv_file), skiprows=1)\n",
" \n",
"raw_data"
]
]
},
},
{
{
...
...
module3/exo3/DonneeBrute/donnee_JohnHopkins.csv
0 → 100644
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