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e8577b6877b919c4148dc4512d99ec97
mooc-rr
Commits
03728fe4
Commit
03728fe4
authored
Oct 29, 2020
by
e8577b6877b919c4148dc4512d99ec97
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analyse-syndrome-grippal.ipynb
module3/exo1/analyse-syndrome-grippal.ipynb
+1
-1
exercice.ipynb
module3/exo3/exercice.ipynb
+3797
-3
exercice_fr.ipynb
module3/exo3/exercice_fr.ipynb
+1791
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module3/exo1/analyse-syndrome-grippal.ipynb
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03728fe4
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@@ -364,7 +364,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.
1
"
"version": "3.6.
4
"
}
},
"nbformat": 4,
...
...
module3/exo3/exercice.ipynb
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03728fe4
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module3/exo3/exercice_fr.ipynb
View file @
03728fe4
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Autour du SARS-CoV-2 (Covid-19)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#Autour du SARS-CoV-2 (Covid-19)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# import des différents librairies"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import isoweek"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"data=pd.read_csv(\"https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_global.csv\", skiprows=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Téléchargement et affichage des données relative au SARS-2 (Covid-19)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
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" <tr>\n",
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" <td>Australia</td>\n",
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" <td>694</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",
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" <tr>\n",
" <th>17</th>\n",
" <td>NaN</td>\n",
" <td>Bahamas</td>\n",
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" <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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" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>NaN</td>\n",
" <td>Barbados</td>\n",
" <td>13.193900</td>\n",
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" <td>203</td>\n",
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" <td>208</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>79421</td>\n",
" <td>79852</td>\n",
" <td>79852</td>\n",
" <td>80696</td>\n",
" <td>81090</td>\n",
" <td>81505</td>\n",
" <td>81982</td>\n",
" <td>82471</td>\n",
" <td>82471</td>\n",
" <td>83534</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>124234</td>\n",
" <td>127623</td>\n",
" <td>130235</td>\n",
" <td>132203</td>\n",
" <td>134291</td>\n",
" <td>137868</td>\n",
" <td>143596</td>\n",
" <td>148981</td>\n",
" <td>156931</td>\n",
" <td>162258</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>2080</td>\n",
" <td>2080</td>\n",
" <td>2131</td>\n",
" <td>2196</td>\n",
" <td>2243</td>\n",
" <td>2310</td>\n",
" <td>2373</td>\n",
" <td>2427</td>\n",
" <td>2427</td>\n",
" <td>2531</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>2357</td>\n",
" <td>2357</td>\n",
" <td>2357</td>\n",
" <td>2357</td>\n",
" <td>2357</td>\n",
" <td>2411</td>\n",
" <td>2411</td>\n",
" <td>2411</td>\n",
" <td>2411</td>\n",
" <td>2411</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>283</td>\n",
" <td>283</td>\n",
" <td>298</td>\n",
" <td>299</td>\n",
" <td>300</td>\n",
" <td>304</td>\n",
" <td>304</td>\n",
" <td>306</td>\n",
" <td>306</td>\n",
" <td>309</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>136219</td>\n",
" <td>136569</td>\n",
" <td>136868</td>\n",
" <td>137107</td>\n",
" <td>137468</td>\n",
" <td>137706</td>\n",
" <td>137969</td>\n",
" <td>138226</td>\n",
" <td>138463</td>\n",
" <td>138574</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>27975</td>\n",
" <td>27975</td>\n",
" <td>28354</td>\n",
" <td>28449</td>\n",
" <td>28710</td>\n",
" <td>29075</td>\n",
" <td>29528</td>\n",
" <td>29917</td>\n",
" <td>30345</td>\n",
" <td>30647</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>3172</td>\n",
" <td>3172</td>\n",
" <td>3172</td>\n",
" <td>3172</td>\n",
" <td>3172</td>\n",
" <td>3172</td>\n",
" <td>3219</td>\n",
" <td>3219</td>\n",
" <td>3219</td>\n",
" <td>3219</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>4847092</td>\n",
" <td>4906833</td>\n",
" <td>4915289</td>\n",
" <td>4927235</td>\n",
" <td>4969141</td>\n",
" <td>5000694</td>\n",
" <td>5028444</td>\n",
" <td>5055888</td>\n",
" <td>5055888</td>\n",
" <td>5094979</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>235</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>3583</td>\n",
" <td>3585</td>\n",
" <td>3590</td>\n",
" <td>3600</td>\n",
" <td>3615</td>\n",
" <td>3622</td>\n",
" <td>3628</td>\n",
" <td>3634</td>\n",
" <td>3636</td>\n",
" <td>3641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>236</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>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" </tr>\n",
" <tr>\n",
" <th>237</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>1818</td>\n",
" <td>1840</td>\n",
" <td>1854</td>\n",
" <td>1864</td>\n",
" <td>1881</td>\n",
" <td>1898</td>\n",
" <td>1907</td>\n",
" <td>1921</td>\n",
" <td>1935</td>\n",
" <td>1940</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</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>4629</td>\n",
" <td>4715</td>\n",
" <td>4763</td>\n",
" <td>4767</td>\n",
" <td>4846</td>\n",
" <td>4887</td>\n",
" <td>4963</td>\n",
" <td>5021</td>\n",
" <td>5043</td>\n",
" <td>5043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</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>19721</td>\n",
" <td>20944</td>\n",
" <td>22230</td>\n",
" <td>22230</td>\n",
" <td>22230</td>\n",
" <td>24542</td>\n",
" <td>26899</td>\n",
" <td>26899</td>\n",
" <td>31259</td>\n",
" <td>32556</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</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>321512</td>\n",
" <td>323014</td>\n",
" <td>324443</td>\n",
" <td>326046</td>\n",
" <td>327557</td>\n",
" <td>329138</td>\n",
" <td>330753</td>\n",
" <td>332382</td>\n",
" <td>334031</td>\n",
" <td>335533</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</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>7332297</td>\n",
" <td>7382341</td>\n",
" <td>7417845</td>\n",
" <td>7457402</td>\n",
" <td>7499341</td>\n",
" <td>7549682</td>\n",
" <td>7605873</td>\n",
" <td>7663293</td>\n",
" <td>7717932</td>\n",
" <td>7762546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</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>8491</td>\n",
" <td>8662</td>\n",
" <td>8808</td>\n",
" <td>8965</td>\n",
" <td>9082</td>\n",
" <td>9260</td>\n",
" <td>9442</td>\n",
" <td>9538</td>\n",
" <td>9701</td>\n",
" <td>9801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>243</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>223376</td>\n",
" <td>228161</td>\n",
" <td>232424</td>\n",
" <td>236329</td>\n",
" <td>240811</td>\n",
" <td>245698</td>\n",
" <td>251243</td>\n",
" <td>257204</td>\n",
" <td>263105</td>\n",
" <td>268065</td>\n",
" </tr>\n",
" <tr>\n",
" <th>244</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>96529</td>\n",
" <td>97760</td>\n",
" <td>98801</td>\n",
" <td>99733</td>\n",
" <td>100794</td>\n",
" <td>101840</td>\n",
" <td>102929</td>\n",
" <td>104004</td>\n",
" <td>105133</td>\n",
" <td>106229</td>\n",
" </tr>\n",
" <tr>\n",
" <th>245</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>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246</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>181</td>\n",
" <td>181</td>\n",
" <td>181</td>\n",
" <td>181</td>\n",
" <td>181</td>\n",
" <td>181</td>\n",
" <td>182</td>\n",
" <td>184</td>\n",
" <td>184</td>\n",
" <td>184</td>\n",
" </tr>\n",
" <tr>\n",
" <th>247</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>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" <td>71</td>\n",
" </tr>\n",
" <tr>\n",
" <th>248</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>213</td>\n",
" <td>213</td>\n",
" <td>213</td>\n",
" <td>213</td>\n",
" <td>213</td>\n",
" <td>213</td>\n",
" <td>214</td>\n",
" <td>220</td>\n",
" <td>221</td>\n",
" <td>221</td>\n",
" </tr>\n",
" <tr>\n",
" <th>249</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>677</td>\n",
" <td>678</td>\n",
" <td>678</td>\n",
" <td>686</td>\n",
" <td>695</td>\n",
" <td>698</td>\n",
" <td>699</td>\n",
" <td>699</td>\n",
" <td>699</td>\n",
" <td>699</td>\n",
" </tr>\n",
" <tr>\n",
" <th>250</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>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>251</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>416</td>\n",
" <td>428</td>\n",
" <td>432</td>\n",
" <td>432</td>\n",
" <td>437</td>\n",
" <td>445</td>\n",
" <td>452</td>\n",
" <td>468</td>\n",
" <td>476</td>\n",
" <td>485</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</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>341</td>\n",
" <td>342</td>\n",
" <td>342</td>\n",
" <td>344</td>\n",
" <td>345</td>\n",
" <td>345</td>\n",
" <td>345</td>\n",
" <td>345</td>\n",
" <td>345</td>\n",
" <td>346</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</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>254</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>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>695</td>\n",
" <td>696</td>\n",
" <td>696</td>\n",
" </tr>\n",
" <tr>\n",
" <th>255</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>467146</td>\n",
" <td>480017</td>\n",
" <td>502978</td>\n",
" <td>515571</td>\n",
" <td>530113</td>\n",
" <td>544275</td>\n",
" <td>561815</td>\n",
" <td>575679</td>\n",
" <td>590844</td>\n",
" <td>603716</td>\n",
" </tr>\n",
" <tr>\n",
" <th>256</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>2097</td>\n",
" <td>2122</td>\n",
" <td>2145</td>\n",
" <td>2155</td>\n",
" <td>2177</td>\n",
" <td>2206</td>\n",
" <td>2226</td>\n",
" <td>2251</td>\n",
" <td>2268</td>\n",
" <td>2294</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</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>57454</td>\n",
" <td>58238</td>\n",
" <td>58612</td>\n",
" <td>58946</td>\n",
" <td>59343</td>\n",
" <td>59579</td>\n",
" <td>60026</td>\n",
" <td>60342</td>\n",
" <td>60776</td>\n",
" <td>61098</td>\n",
" </tr>\n",
" <tr>\n",
" <th>258</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>76820</td>\n",
" <td>77646</td>\n",
" <td>78434</td>\n",
" <td>79117</td>\n",
" <td>79796</td>\n",
" <td>80404</td>\n",
" <td>81019</td>\n",
" <td>81696</td>\n",
" <td>82453</td>\n",
" <td>83137</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259</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>1096</td>\n",
" <td>1096</td>\n",
" <td>1096</td>\n",
" <td>1097</td>\n",
" <td>1098</td>\n",
" <td>1099</td>\n",
" <td>1100</td>\n",
" <td>1105</td>\n",
" <td>1107</td>\n",
" <td>1109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>260</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>40766</td>\n",
" <td>41078</td>\n",
" <td>41498</td>\n",
" <td>41957</td>\n",
" <td>42432</td>\n",
" <td>42840</td>\n",
" <td>43256</td>\n",
" <td>43664</td>\n",
" <td>43945</td>\n",
" <td>44299</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261</th>\n",
" <td>NaN</td>\n",
" <td>Western Sahara</td>\n",
" <td>24.215500</td>\n",
" <td>-12.885800</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>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" <td>10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>262</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>2040</td>\n",
" <td>2041</td>\n",
" <td>2041</td>\n",
" <td>2041</td>\n",
" <td>2047</td>\n",
" <td>2049</td>\n",
" <td>2050</td>\n",
" <td>2051</td>\n",
" <td>2051</td>\n",
" <td>2052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</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>14830</td>\n",
" <td>14974</td>\n",
" <td>15052</td>\n",
" <td>15089</td>\n",
" <td>15170</td>\n",
" <td>15224</td>\n",
" <td>15301</td>\n",
" <td>15339</td>\n",
" <td>15415</td>\n",
" <td>15458</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</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>7858</td>\n",
" <td>7885</td>\n",
" <td>7888</td>\n",
" <td>7898</td>\n",
" <td>7915</td>\n",
" <td>7919</td>\n",
" <td>7951</td>\n",
" <td>7994</td>\n",
" <td>8010</td>\n",
" <td>8011</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>265 rows × 268 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",
"235 NaN Thailand 15.870032 \n",
"236 NaN Timor-Leste -8.874217 \n",
"237 NaN Togo 8.619500 \n",
"238 NaN Trinidad and Tobago 10.691800 \n",
"239 NaN Tunisia 33.886917 \n",
"240 NaN Turkey 38.963700 \n",
"241 NaN US 40.000000 \n",
"242 NaN Uganda 1.373333 \n",
"243 NaN Ukraine 48.379400 \n",
"244 NaN United Arab Emirates 23.424076 \n",
"245 Anguilla United Kingdom 18.220600 \n",
"246 Bermuda United Kingdom 32.307800 \n",
"247 British Virgin Islands United Kingdom 18.420700 \n",
"248 Cayman Islands United Kingdom 19.313300 \n",
"249 Channel Islands United Kingdom 49.372300 \n",
"250 Falkland Islands (Malvinas) United Kingdom -51.796300 \n",
"251 Gibraltar United Kingdom 36.140800 \n",
"252 Isle of Man United Kingdom 54.236100 \n",
"253 Montserrat United Kingdom 16.742498 \n",
"254 Turks and Caicos Islands United Kingdom 21.694000 \n",
"255 NaN United Kingdom 55.378100 \n",
"256 NaN Uruguay -32.522800 \n",
"257 NaN Uzbekistan 41.377491 \n",
"258 NaN Venezuela 6.423800 \n",
"259 NaN Vietnam 14.058324 \n",
"260 NaN West Bank and Gaza 31.952200 \n",
"261 NaN Western Sahara 24.215500 \n",
"262 NaN Yemen 15.552727 \n",
"263 NaN Zambia -13.133897 \n",
"264 NaN Zimbabwe -19.015438 \n",
"\n",
" 67.709953 0 0.1 0.2 0.3 0.4 0.5 ... 39290 39297 \\\n",
"0 20.168300 0 0 0 0 0 0 ... 13965 14117 \n",
"1 1.659600 0 0 0 0 0 0 ... 51847 51995 \n",
"2 1.521800 0 0 0 0 0 0 ... 2110 2110 \n",
"3 17.873900 0 0 0 0 0 0 ... 5211 5370 \n",
"4 -61.796400 0 0 0 0 0 0 ... 106 107 \n",
"5 -63.616700 0 0 0 0 0 0 ... 779689 790818 \n",
"6 45.038200 0 0 0 0 0 0 ... 51382 51925 \n",
"7 149.012400 0 0 0 0 0 0 ... 113 113 \n",
"8 151.209300 0 0 0 0 3 4 ... 4232 4234 \n",
"9 130.845600 0 0 0 0 0 0 ... 33 33 \n",
"10 153.025100 0 0 0 0 0 0 ... 1160 1160 \n",
"11 138.600700 0 0 0 0 0 0 ... 470 470 \n",
"12 147.327200 0 0 0 0 0 0 ... 230 230 \n",
"13 144.963100 0 0 0 0 1 1 ... 20197 20209 \n",
"14 115.860500 0 0 0 0 0 0 ... 686 686 \n",
"15 14.550100 0 0 0 0 0 0 ... 46374 47432 \n",
"16 47.576900 0 0 0 0 0 0 ... 40453 40561 \n",
"17 -78.035889 0 0 0 0 0 0 ... 4220 4332 \n",
"18 50.550000 0 0 0 0 0 0 ... 71803 72310 \n",
"19 90.356300 0 0 0 0 0 0 ... 366383 367565 \n",
"20 -59.543200 0 0 0 0 0 0 ... 193 196 \n",
"21 27.953400 0 0 0 0 0 0 ... 79421 79852 \n",
"22 4.469936 0 0 0 0 0 0 ... 124234 127623 \n",
"23 -88.497600 0 0 0 0 0 0 ... 2080 2080 \n",
"24 2.315800 0 0 0 0 0 0 ... 2357 2357 \n",
"25 90.433600 0 0 0 0 0 0 ... 283 283 \n",
"26 -63.588700 0 0 0 0 0 0 ... 136219 136569 \n",
"27 17.679100 0 0 0 0 0 0 ... 27975 27975 \n",
"28 24.684900 0 0 0 0 0 0 ... 3172 3172 \n",
"29 -51.925300 0 0 0 0 0 0 ... 4847092 4906833 \n",
".. ... .. ... ... ... ... ... ... ... ... \n",
"235 100.992541 2 3 5 7 8 8 ... 3583 3585 \n",
"236 125.727539 0 0 0 0 0 0 ... 28 28 \n",
"237 0.824800 0 0 0 0 0 0 ... 1818 1840 \n",
"238 -61.222500 0 0 0 0 0 0 ... 4629 4715 \n",
"239 9.537499 0 0 0 0 0 0 ... 19721 20944 \n",
"240 35.243300 0 0 0 0 0 0 ... 321512 323014 \n",
"241 -100.000000 1 1 2 2 5 5 ... 7332297 7382341 \n",
"242 32.290275 0 0 0 0 0 0 ... 8491 8662 \n",
"243 31.165600 0 0 0 0 0 0 ... 223376 228161 \n",
"244 53.847818 0 0 0 0 0 0 ... 96529 97760 \n",
"245 -63.068600 0 0 0 0 0 0 ... 3 3 \n",
"246 -64.750500 0 0 0 0 0 0 ... 181 181 \n",
"247 -64.640000 0 0 0 0 0 0 ... 71 71 \n",
"248 -81.254600 0 0 0 0 0 0 ... 213 213 \n",
"249 -2.364400 0 0 0 0 0 0 ... 677 678 \n",
"250 -59.523600 0 0 0 0 0 0 ... 13 13 \n",
"251 -5.353600 0 0 0 0 0 0 ... 416 428 \n",
"252 -4.548100 0 0 0 0 0 0 ... 341 342 \n",
"253 -62.187366 0 0 0 0 0 0 ... 13 13 \n",
"254 -71.797900 0 0 0 0 0 0 ... 695 695 \n",
"255 -3.436000 0 0 0 0 0 0 ... 467146 480017 \n",
"256 -55.765800 0 0 0 0 0 0 ... 2097 2122 \n",
"257 64.585262 0 0 0 0 0 0 ... 57454 58238 \n",
"258 -66.589700 0 0 0 0 0 0 ... 76820 77646 \n",
"259 108.277199 0 2 2 2 2 2 ... 1096 1096 \n",
"260 35.233200 0 0 0 0 0 0 ... 40766 41078 \n",
"261 -12.885800 0 0 0 0 0 0 ... 10 10 \n",
"262 48.516388 0 0 0 0 0 0 ... 2040 2041 \n",
"263 27.849332 0 0 0 0 0 0 ... 14830 14974 \n",
"264 29.154857 0 0 0 0 0 0 ... 7858 7885 \n",
"\n",
" 39341 39422 39486 39548 39616 39693 39703 39799 \n",
"0 14266 14410 14568 14730 14899 15066 15231 15399 \n",
"1 52136 52270 52399 52520 52658 52804 52940 53072 \n",
"2 2110 2370 2370 2568 2568 2696 2696 2696 \n",
"3 5402 5530 5725 5725 5958 6031 6246 6366 \n",
"4 107 107 107 108 111 111 111 111 \n",
"5 798486 809728 824468 840915 856369 871468 883882 894206 \n",
"6 52496 52677 53083 53755 54473 55087 55736 56451 \n",
"7 113 113 113 113 113 113 113 113 \n",
"8 4235 4246 4249 4261 4271 4273 4278 4284 \n",
"9 33 33 33 33 33 33 33 33 \n",
"10 1160 1160 1160 1160 1160 1161 1161 1161 \n",
"11 471 471 472 472 472 473 473 475 \n",
"12 230 230 230 230 230 230 230 230 \n",
"13 20220 20233 20237 20247 20257 20269 20281 20295 \n",
"14 686 687 687 690 690 692 694 694 \n",
"15 48146 48896 49819 50848 52057 53188 54423 55319 \n",
"16 40691 40788 40931 41113 41304 41519 41752 41982 \n",
"17 4409 4452 4559 4713 4713 4713 5023 5078 \n",
"18 72662 73116 73476 73932 74422 74860 75287 75614 \n",
"19 368690 370132 371631 373151 374592 375870 377073 378266 \n",
"20 199 200 200 203 203 204 206 208 \n",
"21 79852 80696 81090 81505 81982 82471 82471 83534 \n",
"22 130235 132203 134291 137868 143596 148981 156931 162258 \n",
"23 2131 2196 2243 2310 2373 2427 2427 2531 \n",
"24 2357 2357 2357 2411 2411 2411 2411 2411 \n",
"25 298 299 300 304 304 306 306 309 \n",
"26 136868 137107 137468 137706 137969 138226 138463 138574 \n",
"27 28354 28449 28710 29075 29528 29917 30345 30647 \n",
"28 3172 3172 3172 3172 3219 3219 3219 3219 \n",
"29 4915289 4927235 4969141 5000694 5028444 5055888 5055888 5094979 \n",
".. ... ... ... ... ... ... ... ... \n",
"235 3590 3600 3615 3622 3628 3634 3636 3641 \n",
"236 28 28 28 28 28 28 28 28 \n",
"237 1854 1864 1881 1898 1907 1921 1935 1940 \n",
"238 4763 4767 4846 4887 4963 5021 5043 5043 \n",
"239 22230 22230 22230 24542 26899 26899 31259 32556 \n",
"240 324443 326046 327557 329138 330753 332382 334031 335533 \n",
"241 7417845 7457402 7499341 7549682 7605873 7663293 7717932 7762546 \n",
"242 8808 8965 9082 9260 9442 9538 9701 9801 \n",
"243 232424 236329 240811 245698 251243 257204 263105 268065 \n",
"244 98801 99733 100794 101840 102929 104004 105133 106229 \n",
"245 3 3 3 3 3 3 3 3 \n",
"246 181 181 181 181 182 184 184 184 \n",
"247 71 71 71 71 71 71 71 71 \n",
"248 213 213 213 213 214 220 221 221 \n",
"249 678 686 695 698 699 699 699 699 \n",
"250 13 13 13 13 13 13 13 13 \n",
"251 432 432 437 445 452 468 476 485 \n",
"252 342 344 345 345 345 345 345 346 \n",
"253 13 13 13 13 13 13 13 13 \n",
"254 695 695 695 695 695 695 696 696 \n",
"255 502978 515571 530113 544275 561815 575679 590844 603716 \n",
"256 2145 2155 2177 2206 2226 2251 2268 2294 \n",
"257 58612 58946 59343 59579 60026 60342 60776 61098 \n",
"258 78434 79117 79796 80404 81019 81696 82453 83137 \n",
"259 1096 1097 1098 1099 1100 1105 1107 1109 \n",
"260 41498 41957 42432 42840 43256 43664 43945 44299 \n",
"261 10 10 10 10 10 10 10 10 \n",
"262 2041 2041 2047 2049 2050 2051 2051 2052 \n",
"263 15052 15089 15170 15224 15301 15339 15415 15458 \n",
"264 7888 7898 7915 7919 7951 7994 8010 8011 \n",
"\n",
"[265 rows x 268 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
...
...
@@ -16,10 +1805,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
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