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Commit 79b3b724 authored by 5d5f89db375f9ba5e6d1c5d0b139bc6a's avatar 5d5f89db375f9ba5e6d1c5d0b139bc6a
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module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
View file @ 79b3b724
...@@ -32,7 +32,7 @@ ...@@ -32,7 +32,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 6, "execution_count": 7,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -56,33 +56,57 @@ ...@@ -56,33 +56,57 @@
" <thead>\n", " <thead>\n",
" <tr style=\"text-align: right;\">\n", " <tr style=\"text-align: right;\">\n",
" <th></th>\n", " <th></th>\n",
" <th>Unnamed: 0</th>\n", " <th>Province/State</th>\n",
" <th>Afghanistan</th>\n", " <th>Country/Region</th>\n",
" <th>33.93911</th>\n", " <th>Lat</th>\n",
" <th>67.709953</th>\n", " <th>Long</th>\n",
" <th>0</th>\n", " <th>1/22/20</th>\n",
" <th>0.1</th>\n", " <th>1/23/20</th>\n",
" <th>0.2</th>\n", " <th>1/24/20</th>\n",
" <th>0.3</th>\n", " <th>1/25/20</th>\n",
" <th>0.4</th>\n", " <th>1/26/20</th>\n",
" <th>0.5</th>\n", " <th>1/27/20</th>\n",
" <th>...</th>\n", " <th>...</th>\n",
" <th>46274</th>\n", " <th>11/30/20</th>\n",
" <th>46516</th>\n", " <th>12/1/20</th>\n",
" <th>46718</th>\n", " <th>12/2/20</th>\n",
" <th>46837</th>\n", " <th>12/3/20</th>\n",
" <th>46837.1</th>\n", " <th>12/4/20</th>\n",
" <th>47072</th>\n", " <th>12/5/20</th>\n",
" <th>47306</th>\n", " <th>12/6/20</th>\n",
" <th>47516</th>\n", " <th>12/7/20</th>\n",
" <th>47716</th>\n", " <th>12/8/20</th>\n",
" <th>47851</th>\n", " <th>12/9/20</th>\n",
" </tr>\n", " </tr>\n",
" </thead>\n", " </thead>\n",
" <tbody>\n", " <tbody>\n",
" <tr>\n", " <tr>\n",
" <th>0</th>\n", " <th>0</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Afghanistan</td>\n",
" <td>33.939110</td>\n",
" <td>67.709953</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>46274</td>\n",
" <td>46516</td>\n",
" <td>46718</td>\n",
" <td>46837</td>\n",
" <td>46837</td>\n",
" <td>47072</td>\n",
" <td>47306</td>\n",
" <td>47516</td>\n",
" <td>47716</td>\n",
" <td>47851</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>NaN</td>\n",
" <td>Albania</td>\n", " <td>Albania</td>\n",
" <td>41.153300</td>\n", " <td>41.153300</td>\n",
" <td>20.168300</td>\n", " <td>20.168300</td>\n",
...@@ -105,7 +129,7 @@ ...@@ -105,7 +129,7 @@
" <td>45188</td>\n", " <td>45188</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>1</th>\n", " <th>2</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Algeria</td>\n", " <td>Algeria</td>\n",
" <td>28.033900</td>\n", " <td>28.033900</td>\n",
...@@ -129,7 +153,7 @@ ...@@ -129,7 +153,7 @@
" <td>90014</td>\n", " <td>90014</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>2</th>\n", " <th>3</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Andorra</td>\n", " <td>Andorra</td>\n",
" <td>42.506300</td>\n", " <td>42.506300</td>\n",
...@@ -153,7 +177,7 @@ ...@@ -153,7 +177,7 @@
" <td>7162</td>\n", " <td>7162</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>3</th>\n", " <th>4</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Angola</td>\n", " <td>Angola</td>\n",
" <td>-11.202700</td>\n", " <td>-11.202700</td>\n",
...@@ -177,7 +201,7 @@ ...@@ -177,7 +201,7 @@
" <td>15804</td>\n", " <td>15804</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>4</th>\n", " <th>5</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Antigua and Barbuda</td>\n", " <td>Antigua and Barbuda</td>\n",
" <td>17.060800</td>\n", " <td>17.060800</td>\n",
...@@ -201,7 +225,7 @@ ...@@ -201,7 +225,7 @@
" <td>146</td>\n", " <td>146</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>5</th>\n", " <th>6</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Argentina</td>\n", " <td>Argentina</td>\n",
" <td>-38.416100</td>\n", " <td>-38.416100</td>\n",
...@@ -225,7 +249,7 @@ ...@@ -225,7 +249,7 @@
" <td>1475222</td>\n", " <td>1475222</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>6</th>\n", " <th>7</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Armenia</td>\n", " <td>Armenia</td>\n",
" <td>40.069100</td>\n", " <td>40.069100</td>\n",
...@@ -249,7 +273,7 @@ ...@@ -249,7 +273,7 @@
" <td>144066</td>\n", " <td>144066</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>7</th>\n", " <th>8</th>\n",
" <td>Australian Capital Territory</td>\n", " <td>Australian Capital Territory</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-35.473500</td>\n", " <td>-35.473500</td>\n",
...@@ -273,7 +297,7 @@ ...@@ -273,7 +297,7 @@
" <td>117</td>\n", " <td>117</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>8</th>\n", " <th>9</th>\n",
" <td>New South Wales</td>\n", " <td>New South Wales</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-33.868800</td>\n", " <td>-33.868800</td>\n",
...@@ -297,7 +321,7 @@ ...@@ -297,7 +321,7 @@
" <td>4624</td>\n", " <td>4624</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>9</th>\n", " <th>10</th>\n",
" <td>Northern Territory</td>\n", " <td>Northern Territory</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-12.463400</td>\n", " <td>-12.463400</td>\n",
...@@ -321,7 +345,7 @@ ...@@ -321,7 +345,7 @@
" <td>61</td>\n", " <td>61</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>10</th>\n", " <th>11</th>\n",
" <td>Queensland</td>\n", " <td>Queensland</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-27.469800</td>\n", " <td>-27.469800</td>\n",
...@@ -345,7 +369,7 @@ ...@@ -345,7 +369,7 @@
" <td>1225</td>\n", " <td>1225</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>11</th>\n", " <th>12</th>\n",
" <td>South Australia</td>\n", " <td>South Australia</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-34.928500</td>\n", " <td>-34.928500</td>\n",
...@@ -369,7 +393,7 @@ ...@@ -369,7 +393,7 @@
" <td>562</td>\n", " <td>562</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>12</th>\n", " <th>13</th>\n",
" <td>Tasmania</td>\n", " <td>Tasmania</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-42.882100</td>\n", " <td>-42.882100</td>\n",
...@@ -393,7 +417,7 @@ ...@@ -393,7 +417,7 @@
" <td>234</td>\n", " <td>234</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>13</th>\n", " <th>14</th>\n",
" <td>Victoria</td>\n", " <td>Victoria</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-37.813600</td>\n", " <td>-37.813600</td>\n",
...@@ -417,7 +441,7 @@ ...@@ -417,7 +441,7 @@
" <td>20345</td>\n", " <td>20345</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>14</th>\n", " <th>15</th>\n",
" <td>Western Australia</td>\n", " <td>Western Australia</td>\n",
" <td>Australia</td>\n", " <td>Australia</td>\n",
" <td>-31.950500</td>\n", " <td>-31.950500</td>\n",
...@@ -441,7 +465,7 @@ ...@@ -441,7 +465,7 @@
" <td>832</td>\n", " <td>832</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>15</th>\n", " <th>16</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Austria</td>\n", " <td>Austria</td>\n",
" <td>47.516200</td>\n", " <td>47.516200</td>\n",
...@@ -465,7 +489,7 @@ ...@@ -465,7 +489,7 @@
" <td>311002</td>\n", " <td>311002</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>16</th>\n", " <th>17</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Azerbaijan</td>\n", " <td>Azerbaijan</td>\n",
" <td>40.143100</td>\n", " <td>40.143100</td>\n",
...@@ -489,7 +513,7 @@ ...@@ -489,7 +513,7 @@
" <td>158555</td>\n", " <td>158555</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>17</th>\n", " <th>18</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bahamas</td>\n", " <td>Bahamas</td>\n",
" <td>25.025885</td>\n", " <td>25.025885</td>\n",
...@@ -513,7 +537,7 @@ ...@@ -513,7 +537,7 @@
" <td>7585</td>\n", " <td>7585</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>18</th>\n", " <th>19</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bahrain</td>\n", " <td>Bahrain</td>\n",
" <td>26.027500</td>\n", " <td>26.027500</td>\n",
...@@ -537,7 +561,7 @@ ...@@ -537,7 +561,7 @@
" <td>88495</td>\n", " <td>88495</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>19</th>\n", " <th>20</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bangladesh</td>\n", " <td>Bangladesh</td>\n",
" <td>23.685000</td>\n", " <td>23.685000</td>\n",
...@@ -561,7 +585,7 @@ ...@@ -561,7 +585,7 @@
" <td>484104</td>\n", " <td>484104</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>20</th>\n", " <th>21</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Barbados</td>\n", " <td>Barbados</td>\n",
" <td>13.193900</td>\n", " <td>13.193900</td>\n",
...@@ -585,7 +609,7 @@ ...@@ -585,7 +609,7 @@
" <td>290</td>\n", " <td>290</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>21</th>\n", " <th>22</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Belarus</td>\n", " <td>Belarus</td>\n",
" <td>53.709800</td>\n", " <td>53.709800</td>\n",
...@@ -609,7 +633,7 @@ ...@@ -609,7 +633,7 @@
" <td>152453</td>\n", " <td>152453</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>22</th>\n", " <th>23</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Belgium</td>\n", " <td>Belgium</td>\n",
" <td>50.833300</td>\n", " <td>50.833300</td>\n",
...@@ -633,7 +657,7 @@ ...@@ -633,7 +657,7 @@
" <td>597643</td>\n", " <td>597643</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>23</th>\n", " <th>24</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Belize</td>\n", " <td>Belize</td>\n",
" <td>17.189900</td>\n", " <td>17.189900</td>\n",
...@@ -657,7 +681,7 @@ ...@@ -657,7 +681,7 @@
" <td>8519</td>\n", " <td>8519</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>24</th>\n", " <th>25</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Benin</td>\n", " <td>Benin</td>\n",
" <td>9.307700</td>\n", " <td>9.307700</td>\n",
...@@ -681,7 +705,7 @@ ...@@ -681,7 +705,7 @@
" <td>3090</td>\n", " <td>3090</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>25</th>\n", " <th>26</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bhutan</td>\n", " <td>Bhutan</td>\n",
" <td>27.514200</td>\n", " <td>27.514200</td>\n",
...@@ -705,7 +729,7 @@ ...@@ -705,7 +729,7 @@
" <td>433</td>\n", " <td>433</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>26</th>\n", " <th>27</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bolivia</td>\n", " <td>Bolivia</td>\n",
" <td>-16.290200</td>\n", " <td>-16.290200</td>\n",
...@@ -729,7 +753,7 @@ ...@@ -729,7 +753,7 @@
" <td>146060</td>\n", " <td>146060</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>27</th>\n", " <th>28</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Bosnia and Herzegovina</td>\n", " <td>Bosnia and Herzegovina</td>\n",
" <td>43.915900</td>\n", " <td>43.915900</td>\n",
...@@ -753,7 +777,7 @@ ...@@ -753,7 +777,7 @@
" <td>97317</td>\n", " <td>97317</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>28</th>\n", " <th>29</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Botswana</td>\n", " <td>Botswana</td>\n",
" <td>-22.328500</td>\n", " <td>-22.328500</td>\n",
...@@ -777,30 +801,6 @@ ...@@ -777,30 +801,6 @@
" <td>12058</td>\n", " <td>12058</td>\n",
" </tr>\n", " </tr>\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", " <th>...</th>\n",
" <td>...</td>\n", " <td>...</td>\n",
" <td>...</td>\n", " <td>...</td>\n",
...@@ -825,7 +825,7 @@ ...@@ -825,7 +825,7 @@
" <td>...</td>\n", " <td>...</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>240</th>\n", " <th>241</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Thailand</td>\n", " <td>Thailand</td>\n",
" <td>15.870032</td>\n", " <td>15.870032</td>\n",
...@@ -849,7 +849,7 @@ ...@@ -849,7 +849,7 @@
" <td>4169</td>\n", " <td>4169</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>241</th>\n", " <th>242</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Timor-Leste</td>\n", " <td>Timor-Leste</td>\n",
" <td>-8.874217</td>\n", " <td>-8.874217</td>\n",
...@@ -873,7 +873,7 @@ ...@@ -873,7 +873,7 @@
" <td>31</td>\n", " <td>31</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>242</th>\n", " <th>243</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Togo</td>\n", " <td>Togo</td>\n",
" <td>8.619500</td>\n", " <td>8.619500</td>\n",
...@@ -897,7 +897,7 @@ ...@@ -897,7 +897,7 @@
" <td>3151</td>\n", " <td>3151</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>243</th>\n", " <th>244</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Trinidad and Tobago</td>\n", " <td>Trinidad and Tobago</td>\n",
" <td>10.691800</td>\n", " <td>10.691800</td>\n",
...@@ -921,7 +921,7 @@ ...@@ -921,7 +921,7 @@
" <td>6808</td>\n", " <td>6808</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>244</th>\n", " <th>245</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Tunisia</td>\n", " <td>Tunisia</td>\n",
" <td>33.886917</td>\n", " <td>33.886917</td>\n",
...@@ -945,7 +945,7 @@ ...@@ -945,7 +945,7 @@
" <td>106856</td>\n", " <td>106856</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>245</th>\n", " <th>246</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Turkey</td>\n", " <td>Turkey</td>\n",
" <td>38.963700</td>\n", " <td>38.963700</td>\n",
...@@ -969,7 +969,7 @@ ...@@ -969,7 +969,7 @@
" <td>925342</td>\n", " <td>925342</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>246</th>\n", " <th>247</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>US</td>\n", " <td>US</td>\n",
" <td>40.000000</td>\n", " <td>40.000000</td>\n",
...@@ -993,7 +993,7 @@ ...@@ -993,7 +993,7 @@
" <td>15386562</td>\n", " <td>15386562</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>247</th>\n", " <th>248</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Uganda</td>\n", " <td>Uganda</td>\n",
" <td>1.373333</td>\n", " <td>1.373333</td>\n",
...@@ -1017,7 +1017,7 @@ ...@@ -1017,7 +1017,7 @@
" <td>25059</td>\n", " <td>25059</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>248</th>\n", " <th>249</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Ukraine</td>\n", " <td>Ukraine</td>\n",
" <td>48.379400</td>\n", " <td>48.379400</td>\n",
...@@ -1041,7 +1041,7 @@ ...@@ -1041,7 +1041,7 @@
" <td>867991</td>\n", " <td>867991</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>249</th>\n", " <th>250</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>United Arab Emirates</td>\n", " <td>United Arab Emirates</td>\n",
" <td>23.424076</td>\n", " <td>23.424076</td>\n",
...@@ -1065,7 +1065,7 @@ ...@@ -1065,7 +1065,7 @@
" <td>180150</td>\n", " <td>180150</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>250</th>\n", " <th>251</th>\n",
" <td>Anguilla</td>\n", " <td>Anguilla</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>18.220600</td>\n", " <td>18.220600</td>\n",
...@@ -1089,7 +1089,7 @@ ...@@ -1089,7 +1089,7 @@
" <td>10</td>\n", " <td>10</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>251</th>\n", " <th>252</th>\n",
" <td>Bermuda</td>\n", " <td>Bermuda</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>32.307800</td>\n", " <td>32.307800</td>\n",
...@@ -1113,7 +1113,7 @@ ...@@ -1113,7 +1113,7 @@
" <td>340</td>\n", " <td>340</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>252</th>\n", " <th>253</th>\n",
" <td>British Virgin Islands</td>\n", " <td>British Virgin Islands</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>18.420700</td>\n", " <td>18.420700</td>\n",
...@@ -1137,7 +1137,7 @@ ...@@ -1137,7 +1137,7 @@
" <td>72</td>\n", " <td>72</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>253</th>\n", " <th>254</th>\n",
" <td>Cayman Islands</td>\n", " <td>Cayman Islands</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>19.313300</td>\n", " <td>19.313300</td>\n",
...@@ -1161,7 +1161,7 @@ ...@@ -1161,7 +1161,7 @@
" <td>292</td>\n", " <td>292</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>254</th>\n", " <th>255</th>\n",
" <td>Channel Islands</td>\n", " <td>Channel Islands</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>49.372300</td>\n", " <td>49.372300</td>\n",
...@@ -1185,7 +1185,7 @@ ...@@ -1185,7 +1185,7 @@
" <td>1786</td>\n", " <td>1786</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>255</th>\n", " <th>256</th>\n",
" <td>Falkland Islands (Malvinas)</td>\n", " <td>Falkland Islands (Malvinas)</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>-51.796300</td>\n", " <td>-51.796300</td>\n",
...@@ -1209,7 +1209,7 @@ ...@@ -1209,7 +1209,7 @@
" <td>17</td>\n", " <td>17</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>256</th>\n", " <th>257</th>\n",
" <td>Gibraltar</td>\n", " <td>Gibraltar</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>36.140800</td>\n", " <td>36.140800</td>\n",
...@@ -1233,7 +1233,7 @@ ...@@ -1233,7 +1233,7 @@
" <td>1065</td>\n", " <td>1065</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>257</th>\n", " <th>258</th>\n",
" <td>Isle of Man</td>\n", " <td>Isle of Man</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>54.236100</td>\n", " <td>54.236100</td>\n",
...@@ -1257,7 +1257,7 @@ ...@@ -1257,7 +1257,7 @@
" <td>370</td>\n", " <td>370</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>258</th>\n", " <th>259</th>\n",
" <td>Montserrat</td>\n", " <td>Montserrat</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>16.742498</td>\n", " <td>16.742498</td>\n",
...@@ -1281,7 +1281,7 @@ ...@@ -1281,7 +1281,7 @@
" <td>13</td>\n", " <td>13</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>259</th>\n", " <th>260</th>\n",
" <td>Turks and Caicos Islands</td>\n", " <td>Turks and Caicos Islands</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>21.694000</td>\n", " <td>21.694000</td>\n",
...@@ -1305,7 +1305,7 @@ ...@@ -1305,7 +1305,7 @@
" <td>761</td>\n", " <td>761</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>260</th>\n", " <th>261</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>United Kingdom</td>\n", " <td>United Kingdom</td>\n",
" <td>55.378100</td>\n", " <td>55.378100</td>\n",
...@@ -1329,7 +1329,7 @@ ...@@ -1329,7 +1329,7 @@
" <td>1766819</td>\n", " <td>1766819</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>261</th>\n", " <th>262</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Uruguay</td>\n", " <td>Uruguay</td>\n",
" <td>-32.522800</td>\n", " <td>-32.522800</td>\n",
...@@ -1353,7 +1353,7 @@ ...@@ -1353,7 +1353,7 @@
" <td>8104</td>\n", " <td>8104</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>262</th>\n", " <th>263</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Uzbekistan</td>\n", " <td>Uzbekistan</td>\n",
" <td>41.377491</td>\n", " <td>41.377491</td>\n",
...@@ -1377,7 +1377,7 @@ ...@@ -1377,7 +1377,7 @@
" <td>74352</td>\n", " <td>74352</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>263</th>\n", " <th>264</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Vanuatu</td>\n", " <td>Vanuatu</td>\n",
" <td>-15.376700</td>\n", " <td>-15.376700</td>\n",
...@@ -1401,7 +1401,7 @@ ...@@ -1401,7 +1401,7 @@
" <td>1</td>\n", " <td>1</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>264</th>\n", " <th>265</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Venezuela</td>\n", " <td>Venezuela</td>\n",
" <td>6.423800</td>\n", " <td>6.423800</td>\n",
...@@ -1425,7 +1425,7 @@ ...@@ -1425,7 +1425,7 @@
" <td>105852</td>\n", " <td>105852</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>265</th>\n", " <th>266</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Vietnam</td>\n", " <td>Vietnam</td>\n",
" <td>14.058324</td>\n", " <td>14.058324</td>\n",
...@@ -1449,7 +1449,7 @@ ...@@ -1449,7 +1449,7 @@
" <td>1381</td>\n", " <td>1381</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>266</th>\n", " <th>267</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>West Bank and Gaza</td>\n", " <td>West Bank and Gaza</td>\n",
" <td>31.952200</td>\n", " <td>31.952200</td>\n",
...@@ -1473,7 +1473,7 @@ ...@@ -1473,7 +1473,7 @@
" <td>102992</td>\n", " <td>102992</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>267</th>\n", " <th>268</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Yemen</td>\n", " <td>Yemen</td>\n",
" <td>15.552727</td>\n", " <td>15.552727</td>\n",
...@@ -1497,7 +1497,7 @@ ...@@ -1497,7 +1497,7 @@
" <td>2079</td>\n", " <td>2079</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>268</th>\n", " <th>269</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Zambia</td>\n", " <td>Zambia</td>\n",
" <td>-13.133897</td>\n", " <td>-13.133897</td>\n",
...@@ -1521,7 +1521,7 @@ ...@@ -1521,7 +1521,7 @@
" <td>18062</td>\n", " <td>18062</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n", " <tr>\n",
" <th>269</th>\n", " <th>270</th>\n",
" <td>NaN</td>\n", " <td>NaN</td>\n",
" <td>Zimbabwe</td>\n", " <td>Zimbabwe</td>\n",
" <td>-19.015438</td>\n", " <td>-19.015438</td>\n",
...@@ -1546,266 +1546,266 @@ ...@@ -1546,266 +1546,266 @@
" </tr>\n", " </tr>\n",
" </tbody>\n", " </tbody>\n",
"</table>\n", "</table>\n",
"<p>270 rows × 327 columns</p>\n", "<p>271 rows × 327 columns</p>\n",
"</div>" "</div>"
], ],
"text/plain": [ "text/plain": [
" Unnamed: 0 Afghanistan 33.93911 \\\n", " Province/State Country/Region Lat \\\n",
"0 NaN Albania 41.153300 \n", "0 NaN Afghanistan 33.939110 \n",
"1 NaN Algeria 28.033900 \n", "1 NaN Albania 41.153300 \n",
"2 NaN Andorra 42.506300 \n", "2 NaN Algeria 28.033900 \n",
"3 NaN Angola -11.202700 \n", "3 NaN Andorra 42.506300 \n",
"4 NaN Antigua and Barbuda 17.060800 \n", "4 NaN Angola -11.202700 \n",
"5 NaN Argentina -38.416100 \n", "5 NaN Antigua and Barbuda 17.060800 \n",
"6 NaN Armenia 40.069100 \n", "6 NaN Argentina -38.416100 \n",
"7 Australian Capital Territory Australia -35.473500 \n", "7 NaN Armenia 40.069100 \n",
"8 New South Wales Australia -33.868800 \n", "8 Australian Capital Territory Australia -35.473500 \n",
"9 Northern Territory Australia -12.463400 \n", "9 New South Wales Australia -33.868800 \n",
"10 Queensland Australia -27.469800 \n", "10 Northern Territory Australia -12.463400 \n",
"11 South Australia Australia -34.928500 \n", "11 Queensland Australia -27.469800 \n",
"12 Tasmania Australia -42.882100 \n", "12 South Australia Australia -34.928500 \n",
"13 Victoria Australia -37.813600 \n", "13 Tasmania Australia -42.882100 \n",
"14 Western Australia Australia -31.950500 \n", "14 Victoria Australia -37.813600 \n",
"15 NaN Austria 47.516200 \n", "15 Western Australia Australia -31.950500 \n",
"16 NaN Azerbaijan 40.143100 \n", "16 NaN Austria 47.516200 \n",
"17 NaN Bahamas 25.025885 \n", "17 NaN Azerbaijan 40.143100 \n",
"18 NaN Bahrain 26.027500 \n", "18 NaN Bahamas 25.025885 \n",
"19 NaN Bangladesh 23.685000 \n", "19 NaN Bahrain 26.027500 \n",
"20 NaN Barbados 13.193900 \n", "20 NaN Bangladesh 23.685000 \n",
"21 NaN Belarus 53.709800 \n", "21 NaN Barbados 13.193900 \n",
"22 NaN Belgium 50.833300 \n", "22 NaN Belarus 53.709800 \n",
"23 NaN Belize 17.189900 \n", "23 NaN Belgium 50.833300 \n",
"24 NaN Benin 9.307700 \n", "24 NaN Belize 17.189900 \n",
"25 NaN Bhutan 27.514200 \n", "25 NaN Benin 9.307700 \n",
"26 NaN Bolivia -16.290200 \n", "26 NaN Bhutan 27.514200 \n",
"27 NaN Bosnia and Herzegovina 43.915900 \n", "27 NaN Bolivia -16.290200 \n",
"28 NaN Botswana -22.328500 \n", "28 NaN Bosnia and Herzegovina 43.915900 \n",
"29 NaN Brazil -14.235000 \n", "29 NaN Botswana -22.328500 \n",
".. ... ... ... \n", ".. ... ... ... \n",
"240 NaN Thailand 15.870032 \n", "241 NaN Thailand 15.870032 \n",
"241 NaN Timor-Leste -8.874217 \n", "242 NaN Timor-Leste -8.874217 \n",
"242 NaN Togo 8.619500 \n", "243 NaN Togo 8.619500 \n",
"243 NaN Trinidad and Tobago 10.691800 \n", "244 NaN Trinidad and Tobago 10.691800 \n",
"244 NaN Tunisia 33.886917 \n", "245 NaN Tunisia 33.886917 \n",
"245 NaN Turkey 38.963700 \n", "246 NaN Turkey 38.963700 \n",
"246 NaN US 40.000000 \n", "247 NaN US 40.000000 \n",
"247 NaN Uganda 1.373333 \n", "248 NaN Uganda 1.373333 \n",
"248 NaN Ukraine 48.379400 \n", "249 NaN Ukraine 48.379400 \n",
"249 NaN United Arab Emirates 23.424076 \n", "250 NaN United Arab Emirates 23.424076 \n",
"250 Anguilla United Kingdom 18.220600 \n", "251 Anguilla United Kingdom 18.220600 \n",
"251 Bermuda United Kingdom 32.307800 \n", "252 Bermuda United Kingdom 32.307800 \n",
"252 British Virgin Islands United Kingdom 18.420700 \n", "253 British Virgin Islands United Kingdom 18.420700 \n",
"253 Cayman Islands United Kingdom 19.313300 \n", "254 Cayman Islands United Kingdom 19.313300 \n",
"254 Channel Islands United Kingdom 49.372300 \n", "255 Channel Islands United Kingdom 49.372300 \n",
"255 Falkland Islands (Malvinas) United Kingdom -51.796300 \n", "256 Falkland Islands (Malvinas) United Kingdom -51.796300 \n",
"256 Gibraltar United Kingdom 36.140800 \n", "257 Gibraltar United Kingdom 36.140800 \n",
"257 Isle of Man United Kingdom 54.236100 \n", "258 Isle of Man United Kingdom 54.236100 \n",
"258 Montserrat United Kingdom 16.742498 \n", "259 Montserrat United Kingdom 16.742498 \n",
"259 Turks and Caicos Islands United Kingdom 21.694000 \n", "260 Turks and Caicos Islands United Kingdom 21.694000 \n",
"260 NaN United Kingdom 55.378100 \n", "261 NaN United Kingdom 55.378100 \n",
"261 NaN Uruguay -32.522800 \n", "262 NaN Uruguay -32.522800 \n",
"262 NaN Uzbekistan 41.377491 \n", "263 NaN Uzbekistan 41.377491 \n",
"263 NaN Vanuatu -15.376700 \n", "264 NaN Vanuatu -15.376700 \n",
"264 NaN Venezuela 6.423800 \n", "265 NaN Venezuela 6.423800 \n",
"265 NaN Vietnam 14.058324 \n", "266 NaN Vietnam 14.058324 \n",
"266 NaN West Bank and Gaza 31.952200 \n", "267 NaN West Bank and Gaza 31.952200 \n",
"267 NaN Yemen 15.552727 \n", "268 NaN Yemen 15.552727 \n",
"268 NaN Zambia -13.133897 \n", "269 NaN Zambia -13.133897 \n",
"269 NaN Zimbabwe -19.015438 \n", "270 NaN Zimbabwe -19.015438 \n",
"\n", "\n",
" 67.709953 0 0.1 0.2 0.3 0.4 0.5 ... 46274 46516 \\\n", " Long 1/22/20 1/23/20 1/24/20 1/25/20 1/26/20 1/27/20 \\\n",
"0 20.168300 0 0 0 0 0 0 ... 38182 39014 \n", "0 67.709953 0 0 0 0 0 0 \n",
"1 1.659600 0 0 0 0 0 0 ... 83199 84152 \n", "1 20.168300 0 0 0 0 0 0 \n",
"2 1.521800 0 0 0 0 0 0 ... 6745 6790 \n", "2 1.659600 0 0 0 0 0 0 \n",
"3 17.873900 0 0 0 0 0 0 ... 15139 15251 \n", "3 1.521800 0 0 0 0 0 0 \n",
"4 -61.796400 0 0 0 0 0 0 ... 141 142 \n", "4 17.873900 0 0 0 0 0 0 \n",
"5 -63.616700 0 0 0 0 0 0 ... 1424533 1432570 \n", "5 -61.796400 0 0 0 0 0 0 \n",
"6 45.038200 0 0 0 0 0 0 ... 135124 135967 \n", "6 -63.616700 0 0 0 0 0 0 \n",
"7 149.012400 0 0 0 0 0 0 ... 117 117 \n", "7 45.038200 0 0 0 0 0 0 \n",
"8 151.209300 0 0 0 0 3 4 ... 4582 4588 \n", "8 149.012400 0 0 0 0 0 0 \n",
"9 130.845600 0 0 0 0 0 0 ... 53 53 \n", "9 151.209300 0 0 0 0 3 4 \n",
"10 153.025100 0 0 0 0 0 0 ... 1202 1205 \n", "10 130.845600 0 0 0 0 0 0 \n",
"11 138.600700 0 0 0 0 0 0 ... 562 562 \n", "11 153.025100 0 0 0 0 0 0 \n",
"12 147.327200 0 0 0 0 0 0 ... 230 230 \n", "12 138.600700 0 0 0 0 0 0 \n",
"13 144.963100 0 0 0 0 1 1 ... 20345 20345 \n", "13 147.327200 0 0 0 0 0 0 \n",
"14 115.860500 0 0 0 0 0 0 ... 821 823 \n", "14 144.963100 0 0 0 0 1 1 \n",
"15 14.550100 0 0 0 0 0 0 ... 282456 285489 \n", "15 115.860500 0 0 0 0 0 0 \n",
"16 47.576900 0 0 0 0 0 0 ... 121176 125602 \n", "16 14.550100 0 0 0 0 0 0 \n",
"17 -78.035889 0 0 0 0 0 0 ... 7541 7543 \n", "17 47.576900 0 0 0 0 0 0 \n",
"18 50.550000 0 0 0 0 0 0 ... 86956 87137 \n", "18 -78.035889 0 0 0 0 0 0 \n",
"19 90.356300 0 0 0 0 0 0 ... 464932 467225 \n", "19 50.550000 0 0 0 0 0 0 \n",
"20 -59.543200 0 0 0 0 0 0 ... 276 278 \n", "20 90.356300 0 0 0 0 0 0 \n",
"21 27.953400 0 0 0 0 0 0 ... 136647 138219 \n", "21 -59.543200 0 0 0 0 0 0 \n",
"22 4.469936 0 0 0 0 0 0 ... 577345 579212 \n", "22 27.953400 0 0 0 0 0 0 \n",
"23 -88.497600 0 0 0 0 0 0 ... 5854 5854 \n", "23 4.469936 0 0 0 0 0 0 \n",
"24 2.315800 0 0 0 0 0 0 ... 3015 3015 \n", "24 -88.497600 0 0 0 0 0 0 \n",
"25 90.433600 0 0 0 0 0 0 ... 410 414 \n", "25 2.315800 0 0 0 0 0 0 \n",
"26 -63.588700 0 0 0 0 0 0 ... 144708 144810 \n", "26 90.433600 0 0 0 0 0 0 \n",
"27 17.679100 0 0 0 0 0 0 ... 87901 89085 \n", "27 -63.588700 0 0 0 0 0 0 \n",
"28 24.684900 0 0 0 0 0 0 ... 10742 10742 \n", "28 17.679100 0 0 0 0 0 0 \n",
"29 -51.925300 0 0 0 0 0 0 ... 6335878 6386787 \n", "29 24.684900 0 0 0 0 0 0 \n",
".. ... .. ... ... ... ... ... ... ... ... \n", ".. ... ... ... ... ... ... ... \n",
"240 100.992541 2 3 5 7 8 8 ... 4008 4026 \n", "241 100.992541 2 3 5 7 8 8 \n",
"241 125.727539 0 0 0 0 0 0 ... 30 30 \n", "242 125.727539 0 0 0 0 0 0 \n",
"242 0.824800 0 0 0 0 0 0 ... 2974 2997 \n", "243 0.824800 0 0 0 0 0 0 \n",
"243 -61.222500 0 0 0 0 0 0 ... 6669 6685 \n", "244 -61.222500 0 0 0 0 0 0 \n",
"244 9.537499 0 0 0 0 0 0 ... 96769 96769 \n", "245 9.537499 0 0 0 0 0 0 \n",
"245 35.243300 0 0 0 0 0 0 ... 638847 668957 \n", "246 35.243300 0 0 0 0 0 0 \n",
"246 -100.000000 1 1 2 2 5 5 ... 13541185 13721822 \n", "247 -100.000000 1 1 2 2 5 5 \n",
"247 32.290275 0 0 0 0 0 0 ... 20459 21035 \n", "248 32.290275 0 0 0 0 0 0 \n",
"248 31.165600 0 0 0 0 0 0 ... 752343 765117 \n", "249 31.165600 0 0 0 0 0 0 \n",
"249 53.847818 0 0 0 0 0 0 ... 168860 170149 \n", "250 53.847818 0 0 0 0 0 0 \n",
"250 -63.068600 0 0 0 0 0 0 ... 6 6 \n", "251 -63.068600 0 0 0 0 0 0 \n",
"251 -64.750500 0 0 0 0 0 0 ... 260 262 \n", "252 -64.750500 0 0 0 0 0 0 \n",
"252 -64.640000 0 0 0 0 0 0 ... 71 72 \n", "253 -64.640000 0 0 0 0 0 0 \n",
"253 -81.254600 0 0 0 0 0 0 ... 274 285 \n", "254 -81.254600 0 0 0 0 0 0 \n",
"254 -2.364400 0 0 0 0 0 0 ... 1299 1341 \n", "255 -2.364400 0 0 0 0 0 0 \n",
"255 -59.523600 0 0 0 0 0 0 ... 16 16 \n", "256 -59.523600 0 0 0 0 0 0 \n",
"256 -5.353600 0 0 0 0 0 0 ... 1020 1030 \n", "257 -5.353600 0 0 0 0 0 0 \n",
"257 -4.548100 0 0 0 0 0 0 ... 369 369 \n", "258 -4.548100 0 0 0 0 0 0 \n",
"258 -62.187366 0 0 0 0 0 0 ... 13 13 \n", "259 -62.187366 0 0 0 0 0 0 \n",
"259 -71.797900 0 0 0 0 0 0 ... 748 750 \n", "260 -71.797900 0 0 0 0 0 0 \n",
"260 -3.436000 0 0 0 0 0 0 ... 1629657 1643086 \n", "261 -3.436000 0 0 0 0 0 0 \n",
"261 -55.765800 0 0 0 0 0 0 ... 5857 6024 \n", "262 -55.765800 0 0 0 0 0 0 \n",
"262 64.585262 0 0 0 0 0 0 ... 73094 73276 \n", "263 64.585262 0 0 0 0 0 0 \n",
"263 166.959200 0 0 0 0 0 0 ... 1 1 \n", "264 166.959200 0 0 0 0 0 0 \n",
"264 -66.589700 0 0 0 0 0 0 ... 102394 102621 \n", "265 -66.589700 0 0 0 0 0 0 \n",
"265 108.277199 0 2 2 2 2 2 ... 1347 1351 \n", "266 108.277199 0 2 2 2 2 2 \n",
"266 35.233200 0 0 0 0 0 0 ... 85647 88004 \n", "267 35.233200 0 0 0 0 0 0 \n",
"267 48.516388 0 0 0 0 0 0 ... 2191 2197 \n", "268 48.516388 0 0 0 0 0 0 \n",
"268 27.849332 0 0 0 0 0 0 ... 17647 17665 \n", "269 27.849332 0 0 0 0 0 0 \n",
"269 29.154857 0 0 0 0 0 0 ... 9950 10129 \n", "270 29.154857 0 0 0 0 0 0 \n",
"\n", "\n",
" 46718 46837 46837.1 47072 47306 47516 47716 \\\n", " ... 11/30/20 12/1/20 12/2/20 12/3/20 12/4/20 12/5/20 \\\n",
"0 39719 40501 41302 42148 42988 43683 44436 \n", "0 ... 46274 46516 46718 46837 46837 47072 \n",
"1 85084 85927 86730 87502 88252 88825 89416 \n", "1 ... 38182 39014 39719 40501 41302 42148 \n",
"2 6842 6904 6955 7005 7050 7084 7127 \n", "2 ... 83199 84152 85084 85927 86730 87502 \n",
"3 15319 15361 15493 15536 15591 15648 15729 \n", "3 ... 6745 6790 6842 6904 6955 7005 \n",
"4 144 144 144 144 144 146 146 \n", "4 ... 15139 15251 15319 15361 15493 15536 \n",
"5 1440103 1447732 1454631 1459832 1463110 1466309 1469919 \n", "5 ... 141 142 144 144 144 144 \n",
"6 137231 138508 139692 140959 141937 142344 142928 \n", "6 ... 1424533 1432570 1440103 1447732 1454631 1459832 \n",
"7 117 117 117 117 117 117 117 \n", "7 ... 135124 135967 137231 138508 139692 140959 \n",
"8 4597 4603 4605 4610 4614 4620 4622 \n", "8 ... 117 117 117 117 117 117 \n",
"9 59 59 59 59 59 61 61 \n", "9 ... 4582 4588 4597 4603 4605 4610 \n",
"10 1206 1208 1210 1212 1215 1221 1221 \n", "10 ... 53 53 59 59 59 59 \n",
"11 562 562 562 562 562 562 562 \n", "11 ... 1202 1205 1206 1208 1210 1212 \n",
"12 230 230 230 230 230 230 233 \n", "12 ... 562 562 562 562 562 562 \n",
"13 20345 20345 20345 20345 20345 20345 20345 \n", "13 ... 230 230 230 230 230 230 \n",
"14 823 825 828 830 830 831 832 \n", "14 ... 20345 20345 20345 20345 20345 20345 \n",
"15 289461 293430 297245 300689 303430 305693 308070 \n", "15 ... 821 823 823 825 828 830 \n",
"16 129544 133733 138000 142323 146679 149765 154152 \n", "16 ... 282456 285489 289461 293430 297245 300689 \n",
"17 7543 7549 7565 7570 7570 7579 7579 \n", "17 ... 121176 125602 129544 133733 138000 142323 \n",
"18 87270 87432 87600 87732 87930 88111 88294 \n", "18 ... 7541 7543 7543 7549 7565 7570 \n",
"19 469423 471739 473991 475789 477545 479743 481945 \n", "19 ... 86956 87137 87270 87432 87600 87732 \n",
"20 279 281 284 285 285 287 289 \n", "20 ... 464932 467225 469423 471739 473991 475789 \n",
"21 139908 141609 143383 145279 147157 148953 150602 \n", "21 ... 276 278 279 281 284 285 \n",
"22 582252 584857 587439 589942 591756 592615 594572 \n", "22 ... 136647 138219 139908 141609 143383 145279 \n",
"23 5854 7236 7383 7601 7769 7953 8013 \n", "23 ... 577345 579212 582252 584857 587439 589942 \n",
"24 3055 3055 3055 3055 3055 3073 3073 \n", "24 ... 5854 5854 5854 7236 7383 7601 \n",
"25 415 418 424 426 430 432 433 \n", "25 ... 3015 3015 3055 3055 3055 3055 \n",
"26 144994 145186 145325 145492 145560 145657 145846 \n", "26 ... 410 414 415 418 424 426 \n",
"27 90378 91539 92793 93768 94507 94944 96021 \n", "27 ... 144708 144810 144994 145186 145325 145492 \n",
"28 10742 11531 11531 11531 11531 12058 12058 \n", "28 ... 87901 89085 90378 91539 92793 93768 \n",
"29 6436650 6487084 6533968 6577177 6603540 6623911 6674999 \n", "29 ... 10742 10742 10742 11531 11531 11531 \n",
".. ... ... ... ... ... ... ... \n", ".. ... ... ... ... ... ... ... \n",
"240 4026 4053 4072 4086 4107 4126 4151 \n", "241 ... 4008 4026 4026 4053 4072 4086 \n",
"241 31 31 31 31 31 31 31 \n", "242 ... 30 30 31 31 31 31 \n",
"242 3014 3039 3051 3051 3095 3111 3132 \n", "243 ... 2974 2997 3014 3039 3051 3051 \n",
"243 6704 6725 6735 6751 6767 6775 6782 \n", "244 ... 6669 6685 6704 6725 6735 6751 \n",
"244 99280 99280 101900 102991 104002 104329 105445 \n", "245 ... 96769 96769 99280 99280 101900 102991 \n",
"245 700880 733261 765997 797893 828295 860432 893630 \n", "246 ... 638847 668957 700880 733261 765997 797893 \n",
"246 13921929 14139609 14367437 14581318 14756982 14949417 15165295 \n", "247 ... 13541185 13721822 13921929 14139609 14367437 14581318 \n",
"247 21409 21612 21898 22188 22499 23200 23200 \n", "248 ... 20459 21035 21409 21612 21898 22188 \n",
"248 778560 793372 808828 822985 834913 843898 855054 \n", "249 ... 752343 765117 778560 793372 808828 822985 \n",
"249 171434 172751 174062 175276 176429 177577 178837 \n", "250 ... 168860 170149 171434 172751 174062 175276 \n",
"250 6 6 7 7 7 10 10 \n", "251 ... 6 6 6 6 7 7 \n",
"251 267 272 278 288 288 306 330 \n", "252 ... 260 262 267 272 278 288 \n",
"252 72 72 72 72 72 72 72 \n", "253 ... 71 72 72 72 72 72 \n",
"253 285 288 288 288 288 290 291 \n", "254 ... 274 285 285 288 288 288 \n",
"254 1397 1458 1526 1549 1645 1676 1748 \n", "255 ... 1299 1341 1397 1458 1526 1549 \n",
"255 17 17 17 17 17 17 17 \n", "256 ... 16 16 17 17 17 17 \n",
"256 1035 1038 1042 1048 1053 1055 1058 \n", "257 ... 1020 1030 1035 1038 1042 1048 \n",
"257 369 369 370 370 370 370 370 \n", "258 ... 369 369 369 369 370 370 \n",
"258 13 13 13 13 13 13 13 \n", "259 ... 13 13 13 13 13 13 \n",
"259 750 751 755 756 756 756 761 \n", "260 ... 748 750 750 751 755 756 \n",
"260 1659256 1674134 1690432 1705971 1723242 1737960 1750241 \n", "261 ... 1629657 1643086 1659256 1674134 1690432 1705971 \n",
"261 6225 6455 6731 6965 7303 7505 7806 \n", "262 ... 5857 6024 6225 6455 6731 6965 \n",
"262 73335 73431 73751 73751 74053 74053 74206 \n", "263 ... 73094 73276 73335 73431 73751 73751 \n",
"263 1 1 1 1 1 1 1 \n", "264 ... 1 1 1 1 1 1 \n",
"264 103067 103548 103877 104177 104442 104904 105384 \n", "265 ... 102394 102621 103067 103548 103877 104177 \n",
"265 1358 1361 1361 1365 1366 1367 1377 \n", "266 ... 1347 1351 1358 1361 1361 1365 \n",
"266 90192 92708 94676 96098 98038 99758 101109 \n", "267 ... 85647 88004 90192 92708 94676 96098 \n",
"267 2217 2239 2267 2304 2337 2383 2078 \n", "268 ... 2191 2197 2217 2239 2267 2304 \n",
"268 17700 17730 17857 17898 17916 17931 17963 \n", "269 ... 17647 17665 17700 17730 17857 17898 \n",
"269 10129 10424 10547 10617 10718 10839 10912 \n", "270 ... 9950 10129 10129 10424 10547 10617 \n",
"\n", "\n",
" 47851 \n", " 12/6/20 12/7/20 12/8/20 12/9/20 \n",
"0 45188 \n", "0 47306 47516 47716 47851 \n",
"1 90014 \n", "1 42988 43683 44436 45188 \n",
"2 7162 \n", "2 88252 88825 89416 90014 \n",
"3 15804 \n", "3 7050 7084 7127 7162 \n",
"4 146 \n", "4 15591 15648 15729 15804 \n",
"5 1475222 \n", "5 144 146 146 146 \n",
"6 144066 \n", "6 1463110 1466309 1469919 1475222 \n",
"7 117 \n", "7 141937 142344 142928 144066 \n",
"8 4624 \n", "8 117 117 117 117 \n",
"9 61 \n", "9 4614 4620 4622 4624 \n",
"10 1225 \n", "10 59 61 61 61 \n",
"11 562 \n", "11 1215 1221 1221 1225 \n",
"12 234 \n", "12 562 562 562 562 \n",
"13 20345 \n", "13 230 230 233 234 \n",
"14 832 \n", "14 20345 20345 20345 20345 \n",
"15 311002 \n", "15 830 831 832 832 \n",
"16 158555 \n", "16 303430 305693 308070 311002 \n",
"17 7585 \n", "17 146679 149765 154152 158555 \n",
"18 88495 \n", "18 7570 7579 7579 7585 \n",
"19 484104 \n", "19 87930 88111 88294 88495 \n",
"20 290 \n", "20 477545 479743 481945 484104 \n",
"21 152453 \n", "21 285 287 289 290 \n",
"22 597643 \n", "22 147157 148953 150602 152453 \n",
"23 8519 \n", "23 591756 592615 594572 597643 \n",
"24 3090 \n", "24 7769 7953 8013 8519 \n",
"25 433 \n", "25 3055 3073 3073 3090 \n",
"26 146060 \n", "26 430 432 433 433 \n",
"27 97317 \n", "27 145560 145657 145846 146060 \n",
"28 12058 \n", "28 94507 94944 96021 97317 \n",
"29 6728452 \n", "29 11531 12058 12058 12058 \n",
".. ... \n", ".. ... ... ... ... \n",
"240 4169 \n", "241 4107 4126 4151 4169 \n",
"241 31 \n", "242 31 31 31 31 \n",
"242 3151 \n", "243 3095 3111 3132 3151 \n",
"243 6808 \n", "244 6767 6775 6782 6808 \n",
"244 106856 \n", "245 104002 104329 105445 106856 \n",
"245 925342 \n", "246 828295 860432 893630 925342 \n",
"246 15386562 \n", "247 14756982 14949417 15165295 15386562 \n",
"247 25059 \n", "248 22499 23200 23200 25059 \n",
"248 867991 \n", "249 834913 843898 855054 867991 \n",
"249 180150 \n", "250 176429 177577 178837 180150 \n",
"250 10 \n", "251 7 10 10 10 \n",
"251 340 \n", "252 288 306 330 340 \n",
"252 72 \n", "253 72 72 72 72 \n",
"253 292 \n", "254 288 290 291 292 \n",
"254 1786 \n", "255 1645 1676 1748 1786 \n",
"255 17 \n", "256 17 17 17 17 \n",
"256 1065 \n", "257 1053 1055 1058 1065 \n",
"257 370 \n", "258 370 370 370 370 \n",
"258 13 \n", "259 13 13 13 13 \n",
"259 761 \n", "260 756 756 761 761 \n",
"260 1766819 \n", "261 1723242 1737960 1750241 1766819 \n",
"261 8104 \n", "262 7303 7505 7806 8104 \n",
"262 74352 \n", "263 74053 74053 74206 74352 \n",
"263 1 \n", "264 1 1 1 1 \n",
"264 105852 \n", "265 104442 104904 105384 105852 \n",
"265 1381 \n", "266 1366 1367 1377 1381 \n",
"266 102992 \n", "267 98038 99758 101109 102992 \n",
"267 2079 \n", "268 2337 2383 2078 2079 \n",
"268 18062 \n", "269 17916 17931 17963 18062 \n",
"269 11007 \n", "270 10718 10839 10912 11007 \n",
"\n", "\n",
"[270 rows x 327 columns]" "[271 rows x 327 columns]"
] ]
}, },
"execution_count": 6, "execution_count": 7,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
...@@ -1814,12 +1814,12 @@ ...@@ -1814,12 +1814,12 @@
"path_to_file = \"DonneeBrute\"\n", "path_to_file = \"DonneeBrute\"\n",
"csv_file = \"donnee_JohnHopkins.csv\"\n", "csv_file = \"donnee_JohnHopkins.csv\"\n",
"if os.path.exists(os.path.join(path_to_file,csv_file)):\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", " raw_data = pd.read_csv(os.path.join(path_to_file,csv_file))\n",
"else: \n", "else: \n",
" if not(os.path.isdir(path_to_file)):\n", " if not(os.path.isdir(path_to_file)):\n",
" os.mkdir(path_to_file)\n", " os.mkdir(path_to_file)\n",
" urllib.request.urlretrieve(data_url, os.path.join(path_to_file,csv_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", " raw_data = pd.read_csv(os.path.join(path_to_file,csv_file))\n",
" \n", " \n",
"raw_data" "raw_data"
] ]
......
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