diff --git a/module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb b/module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
index 5715bbdb2ccd6cd7dd72cb70a1cca5c89169b289..669a30a9a09313c8431eb65c35cc823571c78d36 100644
--- a/module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
+++ b/module3/Sujet7_StatCOVID19/AnalyseCOVID19.ipynb
@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -56,33 +56,57 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>Unnamed: 0</th>\n",
-       "      <th>Afghanistan</th>\n",
-       "      <th>33.93911</th>\n",
-       "      <th>67.709953</th>\n",
-       "      <th>0</th>\n",
-       "      <th>0.1</th>\n",
-       "      <th>0.2</th>\n",
-       "      <th>0.3</th>\n",
-       "      <th>0.4</th>\n",
-       "      <th>0.5</th>\n",
+       "      <th>Province/State</th>\n",
+       "      <th>Country/Region</th>\n",
+       "      <th>Lat</th>\n",
+       "      <th>Long</th>\n",
+       "      <th>1/22/20</th>\n",
+       "      <th>1/23/20</th>\n",
+       "      <th>1/24/20</th>\n",
+       "      <th>1/25/20</th>\n",
+       "      <th>1/26/20</th>\n",
+       "      <th>1/27/20</th>\n",
        "      <th>...</th>\n",
-       "      <th>46274</th>\n",
-       "      <th>46516</th>\n",
-       "      <th>46718</th>\n",
-       "      <th>46837</th>\n",
-       "      <th>46837.1</th>\n",
-       "      <th>47072</th>\n",
-       "      <th>47306</th>\n",
-       "      <th>47516</th>\n",
-       "      <th>47716</th>\n",
-       "      <th>47851</th>\n",
+       "      <th>11/30/20</th>\n",
+       "      <th>12/1/20</th>\n",
+       "      <th>12/2/20</th>\n",
+       "      <th>12/3/20</th>\n",
+       "      <th>12/4/20</th>\n",
+       "      <th>12/5/20</th>\n",
+       "      <th>12/6/20</th>\n",
+       "      <th>12/7/20</th>\n",
+       "      <th>12/8/20</th>\n",
+       "      <th>12/9/20</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\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>41.153300</td>\n",
        "      <td>20.168300</td>\n",
@@ -105,7 +129,7 @@
        "      <td>45188</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1</th>\n",
+       "      <th>2</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Algeria</td>\n",
        "      <td>28.033900</td>\n",
@@ -129,7 +153,7 @@
        "      <td>90014</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>2</th>\n",
+       "      <th>3</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Andorra</td>\n",
        "      <td>42.506300</td>\n",
@@ -153,7 +177,7 @@
        "      <td>7162</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3</th>\n",
+       "      <th>4</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Angola</td>\n",
        "      <td>-11.202700</td>\n",
@@ -177,7 +201,7 @@
        "      <td>15804</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4</th>\n",
+       "      <th>5</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Antigua and Barbuda</td>\n",
        "      <td>17.060800</td>\n",
@@ -201,7 +225,7 @@
        "      <td>146</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
+       "      <th>6</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Argentina</td>\n",
        "      <td>-38.416100</td>\n",
@@ -225,7 +249,7 @@
        "      <td>1475222</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>6</th>\n",
+       "      <th>7</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Armenia</td>\n",
        "      <td>40.069100</td>\n",
@@ -249,7 +273,7 @@
        "      <td>144066</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
+       "      <th>8</th>\n",
        "      <td>Australian Capital Territory</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-35.473500</td>\n",
@@ -273,7 +297,7 @@
        "      <td>117</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
+       "      <th>9</th>\n",
        "      <td>New South Wales</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-33.868800</td>\n",
@@ -297,7 +321,7 @@
        "      <td>4624</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
+       "      <th>10</th>\n",
        "      <td>Northern Territory</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-12.463400</td>\n",
@@ -321,7 +345,7 @@
        "      <td>61</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
+       "      <th>11</th>\n",
        "      <td>Queensland</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-27.469800</td>\n",
@@ -345,7 +369,7 @@
        "      <td>1225</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
+       "      <th>12</th>\n",
        "      <td>South Australia</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-34.928500</td>\n",
@@ -369,7 +393,7 @@
        "      <td>562</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
+       "      <th>13</th>\n",
        "      <td>Tasmania</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-42.882100</td>\n",
@@ -393,7 +417,7 @@
        "      <td>234</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>13</th>\n",
+       "      <th>14</th>\n",
        "      <td>Victoria</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-37.813600</td>\n",
@@ -417,7 +441,7 @@
        "      <td>20345</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
+       "      <th>15</th>\n",
        "      <td>Western Australia</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-31.950500</td>\n",
@@ -441,7 +465,7 @@
        "      <td>832</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>15</th>\n",
+       "      <th>16</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Austria</td>\n",
        "      <td>47.516200</td>\n",
@@ -465,7 +489,7 @@
        "      <td>311002</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>16</th>\n",
+       "      <th>17</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Azerbaijan</td>\n",
        "      <td>40.143100</td>\n",
@@ -489,7 +513,7 @@
        "      <td>158555</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>17</th>\n",
+       "      <th>18</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bahamas</td>\n",
        "      <td>25.025885</td>\n",
@@ -513,7 +537,7 @@
        "      <td>7585</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
+       "      <th>19</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bahrain</td>\n",
        "      <td>26.027500</td>\n",
@@ -537,7 +561,7 @@
        "      <td>88495</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>19</th>\n",
+       "      <th>20</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bangladesh</td>\n",
        "      <td>23.685000</td>\n",
@@ -561,7 +585,7 @@
        "      <td>484104</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
+       "      <th>21</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Barbados</td>\n",
        "      <td>13.193900</td>\n",
@@ -585,7 +609,7 @@
        "      <td>290</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
+       "      <th>22</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Belarus</td>\n",
        "      <td>53.709800</td>\n",
@@ -609,7 +633,7 @@
        "      <td>152453</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
+       "      <th>23</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Belgium</td>\n",
        "      <td>50.833300</td>\n",
@@ -633,7 +657,7 @@
        "      <td>597643</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
+       "      <th>24</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Belize</td>\n",
        "      <td>17.189900</td>\n",
@@ -657,7 +681,7 @@
        "      <td>8519</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>24</th>\n",
+       "      <th>25</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Benin</td>\n",
        "      <td>9.307700</td>\n",
@@ -681,7 +705,7 @@
        "      <td>3090</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
+       "      <th>26</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bhutan</td>\n",
        "      <td>27.514200</td>\n",
@@ -705,7 +729,7 @@
        "      <td>433</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
+       "      <th>27</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bolivia</td>\n",
        "      <td>-16.290200</td>\n",
@@ -729,7 +753,7 @@
        "      <td>146060</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
+       "      <th>28</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Bosnia and Herzegovina</td>\n",
        "      <td>43.915900</td>\n",
@@ -753,7 +777,7 @@
        "      <td>97317</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
+       "      <th>29</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Botswana</td>\n",
        "      <td>-22.328500</td>\n",
@@ -777,30 +801,6 @@
        "      <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",
@@ -825,7 +825,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>240</th>\n",
+       "      <th>241</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Thailand</td>\n",
        "      <td>15.870032</td>\n",
@@ -849,7 +849,7 @@
        "      <td>4169</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>241</th>\n",
+       "      <th>242</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Timor-Leste</td>\n",
        "      <td>-8.874217</td>\n",
@@ -873,7 +873,7 @@
        "      <td>31</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>242</th>\n",
+       "      <th>243</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Togo</td>\n",
        "      <td>8.619500</td>\n",
@@ -897,7 +897,7 @@
        "      <td>3151</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>243</th>\n",
+       "      <th>244</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Trinidad and Tobago</td>\n",
        "      <td>10.691800</td>\n",
@@ -921,7 +921,7 @@
        "      <td>6808</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>244</th>\n",
+       "      <th>245</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Tunisia</td>\n",
        "      <td>33.886917</td>\n",
@@ -945,7 +945,7 @@
        "      <td>106856</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>245</th>\n",
+       "      <th>246</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Turkey</td>\n",
        "      <td>38.963700</td>\n",
@@ -969,7 +969,7 @@
        "      <td>925342</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>246</th>\n",
+       "      <th>247</th>\n",
        "      <td>NaN</td>\n",
        "      <td>US</td>\n",
        "      <td>40.000000</td>\n",
@@ -993,7 +993,7 @@
        "      <td>15386562</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>247</th>\n",
+       "      <th>248</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Uganda</td>\n",
        "      <td>1.373333</td>\n",
@@ -1017,7 +1017,7 @@
        "      <td>25059</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>248</th>\n",
+       "      <th>249</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Ukraine</td>\n",
        "      <td>48.379400</td>\n",
@@ -1041,7 +1041,7 @@
        "      <td>867991</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>249</th>\n",
+       "      <th>250</th>\n",
        "      <td>NaN</td>\n",
        "      <td>United Arab Emirates</td>\n",
        "      <td>23.424076</td>\n",
@@ -1065,7 +1065,7 @@
        "      <td>180150</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>250</th>\n",
+       "      <th>251</th>\n",
        "      <td>Anguilla</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>18.220600</td>\n",
@@ -1089,7 +1089,7 @@
        "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>251</th>\n",
+       "      <th>252</th>\n",
        "      <td>Bermuda</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>32.307800</td>\n",
@@ -1113,7 +1113,7 @@
        "      <td>340</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>252</th>\n",
+       "      <th>253</th>\n",
        "      <td>British Virgin Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>18.420700</td>\n",
@@ -1137,7 +1137,7 @@
        "      <td>72</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>253</th>\n",
+       "      <th>254</th>\n",
        "      <td>Cayman Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>19.313300</td>\n",
@@ -1161,7 +1161,7 @@
        "      <td>292</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>254</th>\n",
+       "      <th>255</th>\n",
        "      <td>Channel Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>49.372300</td>\n",
@@ -1185,7 +1185,7 @@
        "      <td>1786</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>255</th>\n",
+       "      <th>256</th>\n",
        "      <td>Falkland Islands (Malvinas)</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>-51.796300</td>\n",
@@ -1209,7 +1209,7 @@
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>256</th>\n",
+       "      <th>257</th>\n",
        "      <td>Gibraltar</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>36.140800</td>\n",
@@ -1233,7 +1233,7 @@
        "      <td>1065</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>257</th>\n",
+       "      <th>258</th>\n",
        "      <td>Isle of Man</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>54.236100</td>\n",
@@ -1257,7 +1257,7 @@
        "      <td>370</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>258</th>\n",
+       "      <th>259</th>\n",
        "      <td>Montserrat</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>16.742498</td>\n",
@@ -1281,7 +1281,7 @@
        "      <td>13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>259</th>\n",
+       "      <th>260</th>\n",
        "      <td>Turks and Caicos Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>21.694000</td>\n",
@@ -1305,7 +1305,7 @@
        "      <td>761</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>260</th>\n",
+       "      <th>261</th>\n",
        "      <td>NaN</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>55.378100</td>\n",
@@ -1329,7 +1329,7 @@
        "      <td>1766819</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>261</th>\n",
+       "      <th>262</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Uruguay</td>\n",
        "      <td>-32.522800</td>\n",
@@ -1353,7 +1353,7 @@
        "      <td>8104</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>262</th>\n",
+       "      <th>263</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Uzbekistan</td>\n",
        "      <td>41.377491</td>\n",
@@ -1377,7 +1377,7 @@
        "      <td>74352</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>263</th>\n",
+       "      <th>264</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Vanuatu</td>\n",
        "      <td>-15.376700</td>\n",
@@ -1401,7 +1401,7 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>264</th>\n",
+       "      <th>265</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Venezuela</td>\n",
        "      <td>6.423800</td>\n",
@@ -1425,7 +1425,7 @@
        "      <td>105852</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>265</th>\n",
+       "      <th>266</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Vietnam</td>\n",
        "      <td>14.058324</td>\n",
@@ -1449,7 +1449,7 @@
        "      <td>1381</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>266</th>\n",
+       "      <th>267</th>\n",
        "      <td>NaN</td>\n",
        "      <td>West Bank and Gaza</td>\n",
        "      <td>31.952200</td>\n",
@@ -1473,7 +1473,7 @@
        "      <td>102992</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>267</th>\n",
+       "      <th>268</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Yemen</td>\n",
        "      <td>15.552727</td>\n",
@@ -1497,7 +1497,7 @@
        "      <td>2079</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>268</th>\n",
+       "      <th>269</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Zambia</td>\n",
        "      <td>-13.133897</td>\n",
@@ -1521,7 +1521,7 @@
        "      <td>18062</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>269</th>\n",
+       "      <th>270</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Zimbabwe</td>\n",
        "      <td>-19.015438</td>\n",
@@ -1546,266 +1546,266 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>270 rows × 327 columns</p>\n",
+       "<p>271 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",
+       "                   Province/State          Country/Region        Lat  \\\n",
+       "0                             NaN             Afghanistan  33.939110   \n",
+       "1                             NaN                 Albania  41.153300   \n",
+       "2                             NaN                 Algeria  28.033900   \n",
+       "3                             NaN                 Andorra  42.506300   \n",
+       "4                             NaN                  Angola -11.202700   \n",
+       "5                             NaN     Antigua and Barbuda  17.060800   \n",
+       "6                             NaN               Argentina -38.416100   \n",
+       "7                             NaN                 Armenia  40.069100   \n",
+       "8    Australian Capital Territory               Australia -35.473500   \n",
+       "9                 New South Wales               Australia -33.868800   \n",
+       "10             Northern Territory               Australia -12.463400   \n",
+       "11                     Queensland               Australia -27.469800   \n",
+       "12                South Australia               Australia -34.928500   \n",
+       "13                       Tasmania               Australia -42.882100   \n",
+       "14                       Victoria               Australia -37.813600   \n",
+       "15              Western Australia               Australia -31.950500   \n",
+       "16                            NaN                 Austria  47.516200   \n",
+       "17                            NaN              Azerbaijan  40.143100   \n",
+       "18                            NaN                 Bahamas  25.025885   \n",
+       "19                            NaN                 Bahrain  26.027500   \n",
+       "20                            NaN              Bangladesh  23.685000   \n",
+       "21                            NaN                Barbados  13.193900   \n",
+       "22                            NaN                 Belarus  53.709800   \n",
+       "23                            NaN                 Belgium  50.833300   \n",
+       "24                            NaN                  Belize  17.189900   \n",
+       "25                            NaN                   Benin   9.307700   \n",
+       "26                            NaN                  Bhutan  27.514200   \n",
+       "27                            NaN                 Bolivia -16.290200   \n",
+       "28                            NaN  Bosnia and Herzegovina  43.915900   \n",
+       "29                            NaN                Botswana -22.328500   \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",
+       "241                           NaN                Thailand  15.870032   \n",
+       "242                           NaN             Timor-Leste  -8.874217   \n",
+       "243                           NaN                    Togo   8.619500   \n",
+       "244                           NaN     Trinidad and Tobago  10.691800   \n",
+       "245                           NaN                 Tunisia  33.886917   \n",
+       "246                           NaN                  Turkey  38.963700   \n",
+       "247                           NaN                      US  40.000000   \n",
+       "248                           NaN                  Uganda   1.373333   \n",
+       "249                           NaN                 Ukraine  48.379400   \n",
+       "250                           NaN    United Arab Emirates  23.424076   \n",
+       "251                      Anguilla          United Kingdom  18.220600   \n",
+       "252                       Bermuda          United Kingdom  32.307800   \n",
+       "253        British Virgin Islands          United Kingdom  18.420700   \n",
+       "254                Cayman Islands          United Kingdom  19.313300   \n",
+       "255               Channel Islands          United Kingdom  49.372300   \n",
+       "256   Falkland Islands (Malvinas)          United Kingdom -51.796300   \n",
+       "257                     Gibraltar          United Kingdom  36.140800   \n",
+       "258                   Isle of Man          United Kingdom  54.236100   \n",
+       "259                    Montserrat          United Kingdom  16.742498   \n",
+       "260      Turks and Caicos Islands          United Kingdom  21.694000   \n",
+       "261                           NaN          United Kingdom  55.378100   \n",
+       "262                           NaN                 Uruguay -32.522800   \n",
+       "263                           NaN              Uzbekistan  41.377491   \n",
+       "264                           NaN                 Vanuatu -15.376700   \n",
+       "265                           NaN               Venezuela   6.423800   \n",
+       "266                           NaN                 Vietnam  14.058324   \n",
+       "267                           NaN      West Bank and Gaza  31.952200   \n",
+       "268                           NaN                   Yemen  15.552727   \n",
+       "269                           NaN                  Zambia -13.133897   \n",
+       "270                           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",
+       "           Long  1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  1/27/20  \\\n",
+       "0     67.709953        0        0        0        0        0        0   \n",
+       "1     20.168300        0        0        0        0        0        0   \n",
+       "2      1.659600        0        0        0        0        0        0   \n",
+       "3      1.521800        0        0        0        0        0        0   \n",
+       "4     17.873900        0        0        0        0        0        0   \n",
+       "5    -61.796400        0        0        0        0        0        0   \n",
+       "6    -63.616700        0        0        0        0        0        0   \n",
+       "7     45.038200        0        0        0        0        0        0   \n",
+       "8    149.012400        0        0        0        0        0        0   \n",
+       "9    151.209300        0        0        0        0        3        4   \n",
+       "10   130.845600        0        0        0        0        0        0   \n",
+       "11   153.025100        0        0        0        0        0        0   \n",
+       "12   138.600700        0        0        0        0        0        0   \n",
+       "13   147.327200        0        0        0        0        0        0   \n",
+       "14   144.963100        0        0        0        0        1        1   \n",
+       "15   115.860500        0        0        0        0        0        0   \n",
+       "16    14.550100        0        0        0        0        0        0   \n",
+       "17    47.576900        0        0        0        0        0        0   \n",
+       "18   -78.035889        0        0        0        0        0        0   \n",
+       "19    50.550000        0        0        0        0        0        0   \n",
+       "20    90.356300        0        0        0        0        0        0   \n",
+       "21   -59.543200        0        0        0        0        0        0   \n",
+       "22    27.953400        0        0        0        0        0        0   \n",
+       "23     4.469936        0        0        0        0        0        0   \n",
+       "24   -88.497600        0        0        0        0        0        0   \n",
+       "25     2.315800        0        0        0        0        0        0   \n",
+       "26    90.433600        0        0        0        0        0        0   \n",
+       "27   -63.588700        0        0        0        0        0        0   \n",
+       "28    17.679100        0        0        0        0        0        0   \n",
+       "29    24.684900        0        0        0        0        0        0   \n",
+       "..          ...      ...      ...      ...      ...      ...      ...   \n",
+       "241  100.992541        2        3        5        7        8        8   \n",
+       "242  125.727539        0        0        0        0        0        0   \n",
+       "243    0.824800        0        0        0        0        0        0   \n",
+       "244  -61.222500        0        0        0        0        0        0   \n",
+       "245    9.537499        0        0        0        0        0        0   \n",
+       "246   35.243300        0        0        0        0        0        0   \n",
+       "247 -100.000000        1        1        2        2        5        5   \n",
+       "248   32.290275        0        0        0        0        0        0   \n",
+       "249   31.165600        0        0        0        0        0        0   \n",
+       "250   53.847818        0        0        0        0        0        0   \n",
+       "251  -63.068600        0        0        0        0        0        0   \n",
+       "252  -64.750500        0        0        0        0        0        0   \n",
+       "253  -64.640000        0        0        0        0        0        0   \n",
+       "254  -81.254600        0        0        0        0        0        0   \n",
+       "255   -2.364400        0        0        0        0        0        0   \n",
+       "256  -59.523600        0        0        0        0        0        0   \n",
+       "257   -5.353600        0        0        0        0        0        0   \n",
+       "258   -4.548100        0        0        0        0        0        0   \n",
+       "259  -62.187366        0        0        0        0        0        0   \n",
+       "260  -71.797900        0        0        0        0        0        0   \n",
+       "261   -3.436000        0        0        0        0        0        0   \n",
+       "262  -55.765800        0        0        0        0        0        0   \n",
+       "263   64.585262        0        0        0        0        0        0   \n",
+       "264  166.959200        0        0        0        0        0        0   \n",
+       "265  -66.589700        0        0        0        0        0        0   \n",
+       "266  108.277199        0        2        2        2        2        2   \n",
+       "267   35.233200        0        0        0        0        0        0   \n",
+       "268   48.516388        0        0        0        0        0        0   \n",
+       "269   27.849332        0        0        0        0        0        0   \n",
+       "270   29.154857        0        0        0        0        0        0   \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",
+       "       ...     11/30/20   12/1/20   12/2/20   12/3/20   12/4/20   12/5/20  \\\n",
+       "0      ...        46274     46516     46718     46837     46837     47072   \n",
+       "1      ...        38182     39014     39719     40501     41302     42148   \n",
+       "2      ...        83199     84152     85084     85927     86730     87502   \n",
+       "3      ...         6745      6790      6842      6904      6955      7005   \n",
+       "4      ...        15139     15251     15319     15361     15493     15536   \n",
+       "5      ...          141       142       144       144       144       144   \n",
+       "6      ...      1424533   1432570   1440103   1447732   1454631   1459832   \n",
+       "7      ...       135124    135967    137231    138508    139692    140959   \n",
+       "8      ...          117       117       117       117       117       117   \n",
+       "9      ...         4582      4588      4597      4603      4605      4610   \n",
+       "10     ...           53        53        59        59        59        59   \n",
+       "11     ...         1202      1205      1206      1208      1210      1212   \n",
+       "12     ...          562       562       562       562       562       562   \n",
+       "13     ...          230       230       230       230       230       230   \n",
+       "14     ...        20345     20345     20345     20345     20345     20345   \n",
+       "15     ...          821       823       823       825       828       830   \n",
+       "16     ...       282456    285489    289461    293430    297245    300689   \n",
+       "17     ...       121176    125602    129544    133733    138000    142323   \n",
+       "18     ...         7541      7543      7543      7549      7565      7570   \n",
+       "19     ...        86956     87137     87270     87432     87600     87732   \n",
+       "20     ...       464932    467225    469423    471739    473991    475789   \n",
+       "21     ...          276       278       279       281       284       285   \n",
+       "22     ...       136647    138219    139908    141609    143383    145279   \n",
+       "23     ...       577345    579212    582252    584857    587439    589942   \n",
+       "24     ...         5854      5854      5854      7236      7383      7601   \n",
+       "25     ...         3015      3015      3055      3055      3055      3055   \n",
+       "26     ...          410       414       415       418       424       426   \n",
+       "27     ...       144708    144810    144994    145186    145325    145492   \n",
+       "28     ...        87901     89085     90378     91539     92793     93768   \n",
+       "29     ...        10742     10742     10742     11531     11531     11531   \n",
+       "..     ...          ...       ...       ...       ...       ...       ...   \n",
+       "241    ...         4008      4026      4026      4053      4072      4086   \n",
+       "242    ...           30        30        31        31        31        31   \n",
+       "243    ...         2974      2997      3014      3039      3051      3051   \n",
+       "244    ...         6669      6685      6704      6725      6735      6751   \n",
+       "245    ...        96769     96769     99280     99280    101900    102991   \n",
+       "246    ...       638847    668957    700880    733261    765997    797893   \n",
+       "247    ...     13541185  13721822  13921929  14139609  14367437  14581318   \n",
+       "248    ...        20459     21035     21409     21612     21898     22188   \n",
+       "249    ...       752343    765117    778560    793372    808828    822985   \n",
+       "250    ...       168860    170149    171434    172751    174062    175276   \n",
+       "251    ...            6         6         6         6         7         7   \n",
+       "252    ...          260       262       267       272       278       288   \n",
+       "253    ...           71        72        72        72        72        72   \n",
+       "254    ...          274       285       285       288       288       288   \n",
+       "255    ...         1299      1341      1397      1458      1526      1549   \n",
+       "256    ...           16        16        17        17        17        17   \n",
+       "257    ...         1020      1030      1035      1038      1042      1048   \n",
+       "258    ...          369       369       369       369       370       370   \n",
+       "259    ...           13        13        13        13        13        13   \n",
+       "260    ...          748       750       750       751       755       756   \n",
+       "261    ...      1629657   1643086   1659256   1674134   1690432   1705971   \n",
+       "262    ...         5857      6024      6225      6455      6731      6965   \n",
+       "263    ...        73094     73276     73335     73431     73751     73751   \n",
+       "264    ...            1         1         1         1         1         1   \n",
+       "265    ...       102394    102621    103067    103548    103877    104177   \n",
+       "266    ...         1347      1351      1358      1361      1361      1365   \n",
+       "267    ...        85647     88004     90192     92708     94676     96098   \n",
+       "268    ...         2191      2197      2217      2239      2267      2304   \n",
+       "269    ...        17647     17665     17700     17730     17857     17898   \n",
+       "270    ...         9950     10129     10129     10424     10547     10617   \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",
+       "      12/6/20   12/7/20   12/8/20   12/9/20  \n",
+       "0       47306     47516     47716     47851  \n",
+       "1       42988     43683     44436     45188  \n",
+       "2       88252     88825     89416     90014  \n",
+       "3        7050      7084      7127      7162  \n",
+       "4       15591     15648     15729     15804  \n",
+       "5         144       146       146       146  \n",
+       "6     1463110   1466309   1469919   1475222  \n",
+       "7      141937    142344    142928    144066  \n",
+       "8         117       117       117       117  \n",
+       "9        4614      4620      4622      4624  \n",
+       "10         59        61        61        61  \n",
+       "11       1215      1221      1221      1225  \n",
+       "12        562       562       562       562  \n",
+       "13        230       230       233       234  \n",
+       "14      20345     20345     20345     20345  \n",
+       "15        830       831       832       832  \n",
+       "16     303430    305693    308070    311002  \n",
+       "17     146679    149765    154152    158555  \n",
+       "18       7570      7579      7579      7585  \n",
+       "19      87930     88111     88294     88495  \n",
+       "20     477545    479743    481945    484104  \n",
+       "21        285       287       289       290  \n",
+       "22     147157    148953    150602    152453  \n",
+       "23     591756    592615    594572    597643  \n",
+       "24       7769      7953      8013      8519  \n",
+       "25       3055      3073      3073      3090  \n",
+       "26        430       432       433       433  \n",
+       "27     145560    145657    145846    146060  \n",
+       "28      94507     94944     96021     97317  \n",
+       "29      11531     12058     12058     12058  \n",
+       "..        ...       ...       ...       ...  \n",
+       "241      4107      4126      4151      4169  \n",
+       "242        31        31        31        31  \n",
+       "243      3095      3111      3132      3151  \n",
+       "244      6767      6775      6782      6808  \n",
+       "245    104002    104329    105445    106856  \n",
+       "246    828295    860432    893630    925342  \n",
+       "247  14756982  14949417  15165295  15386562  \n",
+       "248     22499     23200     23200     25059  \n",
+       "249    834913    843898    855054    867991  \n",
+       "250    176429    177577    178837    180150  \n",
+       "251         7        10        10        10  \n",
+       "252       288       306       330       340  \n",
+       "253        72        72        72        72  \n",
+       "254       288       290       291       292  \n",
+       "255      1645      1676      1748      1786  \n",
+       "256        17        17        17        17  \n",
+       "257      1053      1055      1058      1065  \n",
+       "258       370       370       370       370  \n",
+       "259        13        13        13        13  \n",
+       "260       756       756       761       761  \n",
+       "261   1723242   1737960   1750241   1766819  \n",
+       "262      7303      7505      7806      8104  \n",
+       "263     74053     74053     74206     74352  \n",
+       "264         1         1         1         1  \n",
+       "265    104442    104904    105384    105852  \n",
+       "266      1366      1367      1377      1381  \n",
+       "267     98038     99758    101109    102992  \n",
+       "268      2337      2383      2078      2079  \n",
+       "269     17916     17931     17963     18062  \n",
+       "270     10718     10839     10912     11007  \n",
        "\n",
-       "[270 rows x 327 columns]"
+       "[271 rows x 327 columns]"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1814,12 +1814,12 @@
     "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",
+    "    raw_data = pd.read_csv(os.path.join(path_to_file,csv_file))\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",
+    "    raw_data = pd.read_csv(os.path.join(path_to_file,csv_file))\n",
     "    \n",
     "raw_data"
    ]