From 1b90b9a077d300027d8425e8813b67009bd2122f Mon Sep 17 00:00:00 2001
From: 2207ee6c4b0763c29ab8f98156e3343c
 <2207ee6c4b0763c29ab8f98156e3343c@app-learninglab.inria.fr>
Date: Wed, 11 Aug 2021 14:12:44 +0000
Subject: [PATCH] Mise en page

---
 module3/exo3/exercice.ipynb | 3524 ++---------------------------------
 1 file changed, 187 insertions(+), 3337 deletions(-)

diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb
index 083f1a4..476bb93 100644
--- a/module3/exo3/exercice.ipynb
+++ b/module3/exo3/exercice.ipynb
@@ -43,7 +43,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -95,7 +95,7 @@
        "      <th>0</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Afghanistan</td>\n",
-       "      <td>33.939110</td>\n",
+       "      <td>33.93911</td>\n",
        "      <td>67.709953</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -119,7 +119,7 @@
        "      <th>1</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Albania</td>\n",
-       "      <td>41.153300</td>\n",
+       "      <td>41.15330</td>\n",
        "      <td>20.168300</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -143,7 +143,7 @@
        "      <th>2</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Algeria</td>\n",
-       "      <td>28.033900</td>\n",
+       "      <td>28.03390</td>\n",
        "      <td>1.659600</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -167,7 +167,7 @@
        "      <th>3</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Andorra</td>\n",
-       "      <td>42.506300</td>\n",
+       "      <td>42.50630</td>\n",
        "      <td>1.521800</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -191,7 +191,7 @@
        "      <th>4</th>\n",
        "      <td>NaN</td>\n",
        "      <td>Angola</td>\n",
-       "      <td>-11.202700</td>\n",
+       "      <td>-11.20270</td>\n",
        "      <td>17.873900</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -211,3045 +211,126 @@
        "      <td>43747</td>\n",
        "      <td>43890</td>\n",
        "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Antigua and Barbuda</td>\n",
-       "      <td>17.060800</td>\n",
-       "      <td>-61.796400</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>1303</td>\n",
-       "      <td>1303</td>\n",
-       "      <td>1303</td>\n",
-       "      <td>1311</td>\n",
-       "      <td>1320</td>\n",
-       "      <td>1328</td>\n",
-       "      <td>1328</td>\n",
-       "      <td>1338</td>\n",
-       "      <td>1348</td>\n",
-       "      <td>1348</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Argentina</td>\n",
-       "      <td>-38.416100</td>\n",
-       "      <td>-63.616700</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>4935847</td>\n",
-       "      <td>4947030</td>\n",
-       "      <td>4961880</td>\n",
-       "      <td>4975616</td>\n",
-       "      <td>4989402</td>\n",
-       "      <td>5002951</td>\n",
-       "      <td>5012754</td>\n",
-       "      <td>5018895</td>\n",
-       "      <td>5029075</td>\n",
-       "      <td>5041487</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Armenia</td>\n",
-       "      <td>40.069100</td>\n",
-       "      <td>45.038200</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>230339</td>\n",
-       "      <td>230476</td>\n",
-       "      <td>230713</td>\n",
-       "      <td>230993</td>\n",
-       "      <td>231322</td>\n",
-       "      <td>231625</td>\n",
-       "      <td>231923</td>\n",
-       "      <td>232157</td>\n",
-       "      <td>232297</td>\n",
-       "      <td>232610</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>Australian Capital Territory</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-35.473500</td>\n",
-       "      <td>149.012400</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "      <td>124</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>New South Wales</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-33.868800</td>\n",
-       "      <td>151.209300</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9360</td>\n",
-       "      <td>9562</td>\n",
-       "      <td>9795</td>\n",
-       "      <td>10063</td>\n",
-       "      <td>10354</td>\n",
-       "      <td>10662</td>\n",
-       "      <td>10917</td>\n",
-       "      <td>11201</td>\n",
-       "      <td>11558</td>\n",
-       "      <td>11902</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>Northern Territory</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-12.463400</td>\n",
-       "      <td>130.845600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>200</td>\n",
-       "      <td>200</td>\n",
-       "      <td>198</td>\n",
-       "      <td>198</td>\n",
-       "      <td>198</td>\n",
-       "      <td>199</td>\n",
-       "      <td>199</td>\n",
-       "      <td>199</td>\n",
-       "      <td>199</td>\n",
-       "      <td>199</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>Queensland</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-27.469800</td>\n",
-       "      <td>153.025100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1824</td>\n",
-       "      <td>1840</td>\n",
-       "      <td>1859</td>\n",
-       "      <td>1886</td>\n",
-       "      <td>1896</td>\n",
-       "      <td>1909</td>\n",
-       "      <td>1918</td>\n",
-       "      <td>1923</td>\n",
-       "      <td>1926</td>\n",
-       "      <td>1929</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>South Australia</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-34.928500</td>\n",
-       "      <td>138.600700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>862</td>\n",
-       "      <td>863</td>\n",
-       "      <td>866</td>\n",
-       "      <td>866</td>\n",
-       "      <td>866</td>\n",
-       "      <td>866</td>\n",
-       "      <td>866</td>\n",
-       "      <td>868</td>\n",
-       "      <td>868</td>\n",
-       "      <td>868</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>Tasmania</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-42.882100</td>\n",
-       "      <td>147.327200</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>234</td>\n",
-       "      <td>234</td>\n",
-       "      <td>234</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "      <td>235</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>Victoria</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-37.813600</td>\n",
-       "      <td>144.963100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>...</td>\n",
-       "      <td>20950</td>\n",
-       "      <td>20955</td>\n",
-       "      <td>20955</td>\n",
-       "      <td>20961</td>\n",
-       "      <td>20967</td>\n",
-       "      <td>20997</td>\n",
-       "      <td>21010</td>\n",
-       "      <td>21021</td>\n",
-       "      <td>21041</td>\n",
-       "      <td>21061</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>Western Australia</td>\n",
-       "      <td>Australia</td>\n",
-       "      <td>-31.950500</td>\n",
-       "      <td>115.860500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1058</td>\n",
-       "      <td>1058</td>\n",
-       "      <td>1058</td>\n",
-       "      <td>1058</td>\n",
-       "      <td>1058</td>\n",
-       "      <td>1059</td>\n",
-       "      <td>1059</td>\n",
-       "      <td>1059</td>\n",
-       "      <td>1059</td>\n",
-       "      <td>1059</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Austria</td>\n",
-       "      <td>47.516200</td>\n",
-       "      <td>14.550100</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>659508</td>\n",
-       "      <td>659872</td>\n",
-       "      <td>660262</td>\n",
-       "      <td>660854</td>\n",
-       "      <td>661359</td>\n",
-       "      <td>661922</td>\n",
-       "      <td>662529</td>\n",
-       "      <td>663082</td>\n",
-       "      <td>663532</td>\n",
-       "      <td>664133</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Azerbaijan</td>\n",
-       "      <td>40.143100</td>\n",
-       "      <td>47.576900</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>344520</td>\n",
-       "      <td>344951</td>\n",
-       "      <td>345882</td>\n",
-       "      <td>346878</td>\n",
-       "      <td>348074</td>\n",
-       "      <td>349316</td>\n",
-       "      <td>350605</td>\n",
-       "      <td>351825</td>\n",
-       "      <td>352926</td>\n",
-       "      <td>354662</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bahamas</td>\n",
-       "      <td>25.025885</td>\n",
-       "      <td>-78.035889</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>14840</td>\n",
-       "      <td>14840</td>\n",
-       "      <td>15011</td>\n",
-       "      <td>15124</td>\n",
-       "      <td>15191</td>\n",
-       "      <td>15419</td>\n",
-       "      <td>15419</td>\n",
-       "      <td>15537</td>\n",
-       "      <td>15794</td>\n",
-       "      <td>15915</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bahrain</td>\n",
-       "      <td>26.027500</td>\n",
-       "      <td>50.550000</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>269303</td>\n",
-       "      <td>269401</td>\n",
-       "      <td>269495</td>\n",
-       "      <td>269617</td>\n",
-       "      <td>269737</td>\n",
-       "      <td>269848</td>\n",
-       "      <td>269949</td>\n",
-       "      <td>270060</td>\n",
-       "      <td>270161</td>\n",
-       "      <td>270290</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bangladesh</td>\n",
-       "      <td>23.685000</td>\n",
-       "      <td>90.356300</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>1264328</td>\n",
-       "      <td>1280317</td>\n",
-       "      <td>1296093</td>\n",
-       "      <td>1309910</td>\n",
-       "      <td>1322654</td>\n",
-       "      <td>1335260</td>\n",
-       "      <td>1343396</td>\n",
-       "      <td>1353695</td>\n",
-       "      <td>1365158</td>\n",
-       "      <td>1376322</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Barbados</td>\n",
-       "      <td>13.193900</td>\n",
-       "      <td>-59.543200</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>4407</td>\n",
-       "      <td>4417</td>\n",
-       "      <td>4422</td>\n",
-       "      <td>4433</td>\n",
-       "      <td>4443</td>\n",
-       "      <td>4455</td>\n",
-       "      <td>4455</td>\n",
-       "      <td>4471</td>\n",
-       "      <td>4480</td>\n",
-       "      <td>4485</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belarus</td>\n",
-       "      <td>53.709800</td>\n",
-       "      <td>27.953400</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>446998</td>\n",
-       "      <td>447754</td>\n",
-       "      <td>448335</td>\n",
-       "      <td>449302</td>\n",
-       "      <td>450445</td>\n",
-       "      <td>451740</td>\n",
-       "      <td>452953</td>\n",
-       "      <td>453932</td>\n",
-       "      <td>454674</td>\n",
-       "      <td>455281</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belgium</td>\n",
-       "      <td>50.833300</td>\n",
-       "      <td>4.469936</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1124715</td>\n",
-       "      <td>1129018</td>\n",
-       "      <td>1130758</td>\n",
-       "      <td>1132934</td>\n",
-       "      <td>1134907</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1141379</td>\n",
-       "      <td>1143127</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belize</td>\n",
-       "      <td>17.189900</td>\n",
-       "      <td>-88.497600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14163</td>\n",
-       "      <td>14163</td>\n",
-       "      <td>14284</td>\n",
-       "      <td>14331</td>\n",
-       "      <td>14382</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14499</td>\n",
-       "      <td>14578</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Benin</td>\n",
-       "      <td>9.307700</td>\n",
-       "      <td>2.315800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>9065</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bhutan</td>\n",
-       "      <td>27.514200</td>\n",
-       "      <td>90.433600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2518</td>\n",
-       "      <td>2524</td>\n",
-       "      <td>2532</td>\n",
-       "      <td>2540</td>\n",
-       "      <td>2543</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2546</td>\n",
-       "      <td>2550</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bolivia</td>\n",
-       "      <td>-16.290200</td>\n",
-       "      <td>-63.588700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>473899</td>\n",
-       "      <td>474538</td>\n",
-       "      <td>475265</td>\n",
-       "      <td>476097</td>\n",
-       "      <td>476795</td>\n",
-       "      <td>476795</td>\n",
-       "      <td>477262</td>\n",
-       "      <td>477696</td>\n",
-       "      <td>478671</td>\n",
-       "      <td>478671</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bosnia and Herzegovina</td>\n",
-       "      <td>43.915900</td>\n",
-       "      <td>17.679100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>205655</td>\n",
-       "      <td>205785</td>\n",
-       "      <td>205825</td>\n",
-       "      <td>205949</td>\n",
-       "      <td>206031</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206317</td>\n",
-       "      <td>206476</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Botswana</td>\n",
-       "      <td>-22.328500</td>\n",
-       "      <td>24.684900</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>106690</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>130771</td>\n",
-       "      <td>130771</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>249</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Timor-Leste</td>\n",
-       "      <td>-8.874217</td>\n",
-       "      <td>125.727539</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10966</td>\n",
-       "      <td>10982</td>\n",
-       "      <td>11100</td>\n",
-       "      <td>11145</td>\n",
-       "      <td>11225</td>\n",
-       "      <td>11386</td>\n",
-       "      <td>11475</td>\n",
-       "      <td>11529</td>\n",
-       "      <td>11579</td>\n",
-       "      <td>11717</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>250</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Togo</td>\n",
-       "      <td>8.619500</td>\n",
-       "      <td>0.824800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15870</td>\n",
-       "      <td>15924</td>\n",
-       "      <td>16053</td>\n",
-       "      <td>16232</td>\n",
-       "      <td>16232</td>\n",
-       "      <td>16559</td>\n",
-       "      <td>16728</td>\n",
-       "      <td>16874</td>\n",
-       "      <td>16946</td>\n",
-       "      <td>17104</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>251</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Trinidad and Tobago</td>\n",
-       "      <td>10.691800</td>\n",
-       "      <td>-61.222500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>38930</td>\n",
-       "      <td>39039</td>\n",
-       "      <td>39162</td>\n",
-       "      <td>39345</td>\n",
-       "      <td>39577</td>\n",
-       "      <td>39577</td>\n",
-       "      <td>40104</td>\n",
-       "      <td>40233</td>\n",
-       "      <td>40361</td>\n",
-       "      <td>40574</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>252</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Tunisia</td>\n",
-       "      <td>33.886917</td>\n",
-       "      <td>9.537499</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>595532</td>\n",
-       "      <td>596775</td>\n",
-       "      <td>596775</td>\n",
-       "      <td>602757</td>\n",
-       "      <td>602757</td>\n",
-       "      <td>605205</td>\n",
-       "      <td>608114</td>\n",
-       "      <td>610660</td>\n",
-       "      <td>613628</td>\n",
-       "      <td>613628</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>253</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Turkey</td>\n",
-       "      <td>38.963700</td>\n",
-       "      <td>35.243300</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5747935</td>\n",
-       "      <td>5770833</td>\n",
-       "      <td>5795665</td>\n",
-       "      <td>5822487</td>\n",
-       "      <td>5846784</td>\n",
-       "      <td>5870741</td>\n",
-       "      <td>5895841</td>\n",
-       "      <td>5895841</td>\n",
-       "      <td>5942241</td>\n",
-       "      <td>5968838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>254</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>US</td>\n",
-       "      <td>40.000000</td>\n",
-       "      <td>-100.000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>...</td>\n",
-       "      <td>35003417</td>\n",
-       "      <td>35131393</td>\n",
-       "      <td>35237950</td>\n",
-       "      <td>35330664</td>\n",
-       "      <td>35440488</td>\n",
-       "      <td>35695469</td>\n",
-       "      <td>35739551</td>\n",
-       "      <td>35763785</td>\n",
-       "      <td>35948131</td>\n",
-       "      <td>36055002</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>255</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uganda</td>\n",
-       "      <td>1.373333</td>\n",
-       "      <td>32.290275</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>94195</td>\n",
-       "      <td>94425</td>\n",
-       "      <td>94537</td>\n",
-       "      <td>94739</td>\n",
-       "      <td>94904</td>\n",
-       "      <td>95226</td>\n",
-       "      <td>95474</td>\n",
-       "      <td>95723</td>\n",
-       "      <td>95875</td>\n",
-       "      <td>95955</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>256</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>48.379400</td>\n",
-       "      <td>31.165600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2334433</td>\n",
-       "      <td>2335237</td>\n",
-       "      <td>2336603</td>\n",
-       "      <td>2338123</td>\n",
-       "      <td>2339731</td>\n",
-       "      <td>2341399</td>\n",
-       "      <td>2343046</td>\n",
-       "      <td>2344260</td>\n",
-       "      <td>2345166</td>\n",
-       "      <td>2346560</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>257</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>United Arab Emirates</td>\n",
-       "      <td>23.424076</td>\n",
-       "      <td>53.847818</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>682377</td>\n",
-       "      <td>683914</td>\n",
-       "      <td>685462</td>\n",
-       "      <td>686981</td>\n",
-       "      <td>688489</td>\n",
-       "      <td>690009</td>\n",
-       "      <td>691554</td>\n",
-       "      <td>692964</td>\n",
-       "      <td>694285</td>\n",
-       "      <td>695619</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>258</th>\n",
-       "      <td>Anguilla</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>18.220600</td>\n",
-       "      <td>-63.068600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "      <td>113</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>259</th>\n",
-       "      <td>Bermuda</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>32.307800</td>\n",
-       "      <td>-64.750500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2568</td>\n",
-       "      <td>2568</td>\n",
-       "      <td>2589</td>\n",
-       "      <td>2589</td>\n",
-       "      <td>2589</td>\n",
-       "      <td>2614</td>\n",
-       "      <td>2614</td>\n",
-       "      <td>2614</td>\n",
-       "      <td>2614</td>\n",
-       "      <td>2645</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>260</th>\n",
-       "      <td>British Virgin Islands</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>18.420700</td>\n",
-       "      <td>-64.640000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>2532</td>\n",
-       "      <td>2532</td>\n",
-       "      <td>2532</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>261</th>\n",
-       "      <td>Cayman Islands</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>19.313300</td>\n",
-       "      <td>-81.254600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>643</td>\n",
-       "      <td>644</td>\n",
-       "      <td>644</td>\n",
-       "      <td>644</td>\n",
-       "      <td>644</td>\n",
-       "      <td>646</td>\n",
-       "      <td>646</td>\n",
-       "      <td>646</td>\n",
-       "      <td>646</td>\n",
-       "      <td>648</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>262</th>\n",
-       "      <td>Channel Islands</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>49.372300</td>\n",
-       "      <td>-2.364400</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9216</td>\n",
-       "      <td>9216</td>\n",
-       "      <td>9443</td>\n",
-       "      <td>9507</td>\n",
-       "      <td>9555</td>\n",
-       "      <td>9595</td>\n",
-       "      <td>9599</td>\n",
-       "      <td>9606</td>\n",
-       "      <td>9687</td>\n",
-       "      <td>9729</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>263</th>\n",
-       "      <td>Falkland Islands (Malvinas)</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>-51.796300</td>\n",
-       "      <td>-59.523600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>63</td>\n",
-       "      <td>63</td>\n",
-       "      <td>63</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "      <td>66</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>264</th>\n",
-       "      <td>Gibraltar</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>36.140800</td>\n",
-       "      <td>-5.353600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4980</td>\n",
-       "      <td>5000</td>\n",
-       "      <td>5031</td>\n",
-       "      <td>5056</td>\n",
-       "      <td>5089</td>\n",
-       "      <td>5101</td>\n",
-       "      <td>5116</td>\n",
-       "      <td>5127</td>\n",
-       "      <td>5136</td>\n",
-       "      <td>5154</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>265</th>\n",
-       "      <td>Isle of Man</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>54.236100</td>\n",
-       "      <td>-4.548100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4333</td>\n",
-       "      <td>4912</td>\n",
-       "      <td>5022</td>\n",
-       "      <td>5145</td>\n",
-       "      <td>5235</td>\n",
-       "      <td>5337</td>\n",
-       "      <td>5427</td>\n",
-       "      <td>5502</td>\n",
-       "      <td>5587</td>\n",
-       "      <td>5658</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>266</th>\n",
-       "      <td>Montserrat</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>16.742498</td>\n",
-       "      <td>-62.187366</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>21</td>\n",
-       "      <td>21</td>\n",
-       "      <td>21</td>\n",
-       "      <td>21</td>\n",
-       "      <td>21</td>\n",
-       "      <td>21</td>\n",
-       "      <td>22</td>\n",
-       "      <td>22</td>\n",
-       "      <td>22</td>\n",
-       "      <td>22</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>267</th>\n",
-       "      <td>Saint Helena, Ascension and Tristan da Cunha</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>-7.946700</td>\n",
-       "      <td>-14.355900</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>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>Turks and Caicos Islands</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>21.694000</td>\n",
-       "      <td>-71.797900</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2486</td>\n",
-       "      <td>2486</td>\n",
-       "      <td>2486</td>\n",
-       "      <td>2486</td>\n",
-       "      <td>2499</td>\n",
-       "      <td>2509</td>\n",
-       "      <td>2514</td>\n",
-       "      <td>2523</td>\n",
-       "      <td>2523</td>\n",
-       "      <td>2531</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>269</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>55.378100</td>\n",
-       "      <td>-3.436000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5880667</td>\n",
-       "      <td>5902354</td>\n",
-       "      <td>5923820</td>\n",
-       "      <td>5952756</td>\n",
-       "      <td>5982581</td>\n",
-       "      <td>6014023</td>\n",
-       "      <td>6042252</td>\n",
-       "      <td>6069362</td>\n",
-       "      <td>6094243</td>\n",
-       "      <td>6117540</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uruguay</td>\n",
-       "      <td>-32.522800</td>\n",
-       "      <td>-55.765800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>381569</td>\n",
-       "      <td>381715</td>\n",
-       "      <td>381853</td>\n",
-       "      <td>381994</td>\n",
-       "      <td>382155</td>\n",
-       "      <td>382295</td>\n",
-       "      <td>382360</td>\n",
-       "      <td>382506</td>\n",
-       "      <td>382607</td>\n",
-       "      <td>382721</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>271</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uzbekistan</td>\n",
-       "      <td>41.377491</td>\n",
-       "      <td>64.585262</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>130216</td>\n",
-       "      <td>131079</td>\n",
-       "      <td>131978</td>\n",
-       "      <td>132901</td>\n",
-       "      <td>133852</td>\n",
-       "      <td>134826</td>\n",
-       "      <td>135738</td>\n",
-       "      <td>136635</td>\n",
-       "      <td>137491</td>\n",
-       "      <td>138382</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>272</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Vanuatu</td>\n",
-       "      <td>-15.376700</td>\n",
-       "      <td>166.959200</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>273</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Venezuela</td>\n",
-       "      <td>6.423800</td>\n",
-       "      <td>-66.589700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>306673</td>\n",
-       "      <td>307570</td>\n",
-       "      <td>308452</td>\n",
-       "      <td>309218</td>\n",
-       "      <td>309981</td>\n",
-       "      <td>310960</td>\n",
-       "      <td>312115</td>\n",
-       "      <td>312115</td>\n",
-       "      <td>312931</td>\n",
-       "      <td>314480</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>274</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Vietnam</td>\n",
-       "      <td>14.058324</td>\n",
-       "      <td>108.277199</td>\n",
-       "      <td>0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>...</td>\n",
-       "      <td>157507</td>\n",
-       "      <td>157507</td>\n",
-       "      <td>174461</td>\n",
-       "      <td>181756</td>\n",
-       "      <td>189066</td>\n",
-       "      <td>193381</td>\n",
-       "      <td>205656</td>\n",
-       "      <td>215560</td>\n",
-       "      <td>224894</td>\n",
-       "      <td>232937</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>275</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>West Bank and Gaza</td>\n",
-       "      <td>31.952200</td>\n",
-       "      <td>35.233200</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>316861</td>\n",
-       "      <td>317083</td>\n",
-       "      <td>317264</td>\n",
-       "      <td>317404</td>\n",
-       "      <td>317534</td>\n",
-       "      <td>317703</td>\n",
-       "      <td>317703</td>\n",
-       "      <td>317999</td>\n",
-       "      <td>317999</td>\n",
-       "      <td>318181</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>276</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Yemen</td>\n",
-       "      <td>15.552727</td>\n",
-       "      <td>48.516388</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7070</td>\n",
-       "      <td>7081</td>\n",
-       "      <td>7086</td>\n",
-       "      <td>7096</td>\n",
-       "      <td>7104</td>\n",
-       "      <td>7131</td>\n",
-       "      <td>7131</td>\n",
-       "      <td>7165</td>\n",
-       "      <td>7187</td>\n",
-       "      <td>7198</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>277</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Zambia</td>\n",
-       "      <td>-13.133897</td>\n",
-       "      <td>27.849332</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>196293</td>\n",
-       "      <td>196490</td>\n",
-       "      <td>197123</td>\n",
-       "      <td>197791</td>\n",
-       "      <td>198455</td>\n",
-       "      <td>199135</td>\n",
-       "      <td>199662</td>\n",
-       "      <td>200049</td>\n",
-       "      <td>200201</td>\n",
-       "      <td>200830</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>278</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Zimbabwe</td>\n",
-       "      <td>-19.015438</td>\n",
-       "      <td>29.154857</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>109546</td>\n",
-       "      <td>110855</td>\n",
-       "      <td>112435</td>\n",
-       "      <td>113526</td>\n",
-       "      <td>114489</td>\n",
-       "      <td>115445</td>\n",
-       "      <td>115890</td>\n",
-       "      <td>116327</td>\n",
-       "      <td>116853</td>\n",
-       "      <td>117258</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>279 rows × 571 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                   Province/State          Country/Region  \\\n",
-       "0                                             NaN             Afghanistan   \n",
-       "1                                             NaN                 Albania   \n",
-       "2                                             NaN                 Algeria   \n",
-       "3                                             NaN                 Andorra   \n",
-       "4                                             NaN                  Angola   \n",
-       "5                                             NaN     Antigua and Barbuda   \n",
-       "6                                             NaN               Argentina   \n",
-       "7                                             NaN                 Armenia   \n",
-       "8                    Australian Capital Territory               Australia   \n",
-       "9                                 New South Wales               Australia   \n",
-       "10                             Northern Territory               Australia   \n",
-       "11                                     Queensland               Australia   \n",
-       "12                                South Australia               Australia   \n",
-       "13                                       Tasmania               Australia   \n",
-       "14                                       Victoria               Australia   \n",
-       "15                              Western Australia               Australia   \n",
-       "16                                            NaN                 Austria   \n",
-       "17                                            NaN              Azerbaijan   \n",
-       "18                                            NaN                 Bahamas   \n",
-       "19                                            NaN                 Bahrain   \n",
-       "20                                            NaN              Bangladesh   \n",
-       "21                                            NaN                Barbados   \n",
-       "22                                            NaN                 Belarus   \n",
-       "23                                            NaN                 Belgium   \n",
-       "24                                            NaN                  Belize   \n",
-       "25                                            NaN                   Benin   \n",
-       "26                                            NaN                  Bhutan   \n",
-       "27                                            NaN                 Bolivia   \n",
-       "28                                            NaN  Bosnia and Herzegovina   \n",
-       "29                                            NaN                Botswana   \n",
-       "..                                            ...                     ...   \n",
-       "249                                           NaN             Timor-Leste   \n",
-       "250                                           NaN                    Togo   \n",
-       "251                                           NaN     Trinidad and Tobago   \n",
-       "252                                           NaN                 Tunisia   \n",
-       "253                                           NaN                  Turkey   \n",
-       "254                                           NaN                      US   \n",
-       "255                                           NaN                  Uganda   \n",
-       "256                                           NaN                 Ukraine   \n",
-       "257                                           NaN    United Arab Emirates   \n",
-       "258                                      Anguilla          United Kingdom   \n",
-       "259                                       Bermuda          United Kingdom   \n",
-       "260                        British Virgin Islands          United Kingdom   \n",
-       "261                                Cayman Islands          United Kingdom   \n",
-       "262                               Channel Islands          United Kingdom   \n",
-       "263                   Falkland Islands (Malvinas)          United Kingdom   \n",
-       "264                                     Gibraltar          United Kingdom   \n",
-       "265                                   Isle of Man          United Kingdom   \n",
-       "266                                    Montserrat          United Kingdom   \n",
-       "267  Saint Helena, Ascension and Tristan da Cunha          United Kingdom   \n",
-       "268                      Turks and Caicos Islands          United Kingdom   \n",
-       "269                                           NaN          United Kingdom   \n",
-       "270                                           NaN                 Uruguay   \n",
-       "271                                           NaN              Uzbekistan   \n",
-       "272                                           NaN                 Vanuatu   \n",
-       "273                                           NaN               Venezuela   \n",
-       "274                                           NaN                 Vietnam   \n",
-       "275                                           NaN      West Bank and Gaza   \n",
-       "276                                           NaN                   Yemen   \n",
-       "277                                           NaN                  Zambia   \n",
-       "278                                           NaN                Zimbabwe   \n",
-       "\n",
-       "           Lat        Long  1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
-       "0    33.939110   67.709953        0        0        0        0        0   \n",
-       "1    41.153300   20.168300        0        0        0        0        0   \n",
-       "2    28.033900    1.659600        0        0        0        0        0   \n",
-       "3    42.506300    1.521800        0        0        0        0        0   \n",
-       "4   -11.202700   17.873900        0        0        0        0        0   \n",
-       "5    17.060800  -61.796400        0        0        0        0        0   \n",
-       "6   -38.416100  -63.616700        0        0        0        0        0   \n",
-       "7    40.069100   45.038200        0        0        0        0        0   \n",
-       "8   -35.473500  149.012400        0        0        0        0        0   \n",
-       "9   -33.868800  151.209300        0        0        0        0        3   \n",
-       "10  -12.463400  130.845600        0        0        0        0        0   \n",
-       "11  -27.469800  153.025100        0        0        0        0        0   \n",
-       "12  -34.928500  138.600700        0        0        0        0        0   \n",
-       "13  -42.882100  147.327200        0        0        0        0        0   \n",
-       "14  -37.813600  144.963100        0        0        0        0        1   \n",
-       "15  -31.950500  115.860500        0        0        0        0        0   \n",
-       "16   47.516200   14.550100        0        0        0        0        0   \n",
-       "17   40.143100   47.576900        0        0        0        0        0   \n",
-       "18   25.025885  -78.035889        0        0        0        0        0   \n",
-       "19   26.027500   50.550000        0        0        0        0        0   \n",
-       "20   23.685000   90.356300        0        0        0        0        0   \n",
-       "21   13.193900  -59.543200        0        0        0        0        0   \n",
-       "22   53.709800   27.953400        0        0        0        0        0   \n",
-       "23   50.833300    4.469936        0        0        0        0        0   \n",
-       "24   17.189900  -88.497600        0        0        0        0        0   \n",
-       "25    9.307700    2.315800        0        0        0        0        0   \n",
-       "26   27.514200   90.433600        0        0        0        0        0   \n",
-       "27  -16.290200  -63.588700        0        0        0        0        0   \n",
-       "28   43.915900   17.679100        0        0        0        0        0   \n",
-       "29  -22.328500   24.684900        0        0        0        0        0   \n",
-       "..         ...         ...      ...      ...      ...      ...      ...   \n",
-       "249  -8.874217  125.727539        0        0        0        0        0   \n",
-       "250   8.619500    0.824800        0        0        0        0        0   \n",
-       "251  10.691800  -61.222500        0        0        0        0        0   \n",
-       "252  33.886917    9.537499        0        0        0        0        0   \n",
-       "253  38.963700   35.243300        0        0        0        0        0   \n",
-       "254  40.000000 -100.000000        1        1        2        2        5   \n",
-       "255   1.373333   32.290275        0        0        0        0        0   \n",
-       "256  48.379400   31.165600        0        0        0        0        0   \n",
-       "257  23.424076   53.847818        0        0        0        0        0   \n",
-       "258  18.220600  -63.068600        0        0        0        0        0   \n",
-       "259  32.307800  -64.750500        0        0        0        0        0   \n",
-       "260  18.420700  -64.640000        0        0        0        0        0   \n",
-       "261  19.313300  -81.254600        0        0        0        0        0   \n",
-       "262  49.372300   -2.364400        0        0        0        0        0   \n",
-       "263 -51.796300  -59.523600        0        0        0        0        0   \n",
-       "264  36.140800   -5.353600        0        0        0        0        0   \n",
-       "265  54.236100   -4.548100        0        0        0        0        0   \n",
-       "266  16.742498  -62.187366        0        0        0        0        0   \n",
-       "267  -7.946700  -14.355900        0        0        0        0        0   \n",
-       "268  21.694000  -71.797900        0        0        0        0        0   \n",
-       "269  55.378100   -3.436000        0        0        0        0        0   \n",
-       "270 -32.522800  -55.765800        0        0        0        0        0   \n",
-       "271  41.377491   64.585262        0        0        0        0        0   \n",
-       "272 -15.376700  166.959200        0        0        0        0        0   \n",
-       "273   6.423800  -66.589700        0        0        0        0        0   \n",
-       "274  14.058324  108.277199        0        2        2        2        2   \n",
-       "275  31.952200   35.233200        0        0        0        0        0   \n",
-       "276  15.552727   48.516388        0        0        0        0        0   \n",
-       "277 -13.133897   27.849332        0        0        0        0        0   \n",
-       "278 -19.015438   29.154857        0        0        0        0        0   \n",
-       "\n",
-       "     1/27/20    ...       8/1/21    8/2/21    8/3/21    8/4/21    8/5/21  \\\n",
-       "0          0    ...       146523    147985    148572    148933    149361   \n",
-       "1          0    ...       133121    133146    133211    133310    133442   \n",
-       "2          0    ...       172564    173922    175229    176724    178013   \n",
-       "3          0    ...        14678     14747     14766     14797     14809   \n",
-       "4          0    ...        42815     42970     43070     43158     43269   \n",
-       "5          0    ...         1303      1303      1303      1311      1320   \n",
-       "6          0    ...      4935847   4947030   4961880   4975616   4989402   \n",
-       "7          0    ...       230339    230476    230713    230993    231322   \n",
-       "8          0    ...          124       124       124       124       124   \n",
-       "9          4    ...         9360      9562      9795     10063     10354   \n",
-       "10         0    ...          200       200       198       198       198   \n",
-       "11         0    ...         1824      1840      1859      1886      1896   \n",
-       "12         0    ...          862       863       866       866       866   \n",
-       "13         0    ...          234       234       234       235       235   \n",
-       "14         1    ...        20950     20955     20955     20961     20967   \n",
-       "15         0    ...         1058      1058      1058      1058      1058   \n",
-       "16         0    ...       659508    659872    660262    660854    661359   \n",
-       "17         0    ...       344520    344951    345882    346878    348074   \n",
-       "18         0    ...        14840     14840     15011     15124     15191   \n",
-       "19         0    ...       269303    269401    269495    269617    269737   \n",
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-       "21         0    ...         4407      4417      4422      4433      4443   \n",
-       "22         0    ...       446998    447754    448335    449302    450445   \n",
-       "23         0    ...      1124715   1129018   1130758   1132934   1134907   \n",
-       "24         0    ...        14163     14163     14284     14331     14382   \n",
-       "25         0    ...         8394      8394      8394      8608      8608   \n",
-       "26         0    ...         2518      2524      2532      2540      2543   \n",
-       "27         0    ...       473899    474538    475265    476097    476795   \n",
-       "28         0    ...       205655    205785    205825    205949    206031   \n",
-       "29         0    ...       106690    115220    115220    115220    122574   \n",
-       "..       ...    ...          ...       ...       ...       ...       ...   \n",
-       "249        0    ...        10966     10982     11100     11145     11225   \n",
-       "250        0    ...        15870     15924     16053     16232     16232   \n",
-       "251        0    ...        38930     39039     39162     39345     39577   \n",
-       "252        0    ...       595532    596775    596775    602757    602757   \n",
-       "253        0    ...      5747935   5770833   5795665   5822487   5846784   \n",
-       "254        5    ...     35003417  35131393  35237950  35330664  35440488   \n",
-       "255        0    ...        94195     94425     94537     94739     94904   \n",
-       "256        0    ...      2334433   2335237   2336603   2338123   2339731   \n",
-       "257        0    ...       682377    683914    685462    686981    688489   \n",
-       "258        0    ...          113       113       113       113       113   \n",
-       "259        0    ...         2568      2568      2589      2589      2589   \n",
-       "260        0    ...         2500      2500      2500      2500      2500   \n",
-       "261        0    ...          643       644       644       644       644   \n",
-       "262        0    ...         9216      9216      9443      9507      9555   \n",
-       "263        0    ...           63        63        63        66        66   \n",
-       "264        0    ...         4980      5000      5031      5056      5089   \n",
-       "265        0    ...         4333      4912      5022      5145      5235   \n",
-       "266        0    ...           21        21        21        21        21   \n",
-       "267        0    ...            4         4         4         4         4   \n",
-       "268        0    ...         2486      2486      2486      2486      2499   \n",
-       "269        0    ...      5880667   5902354   5923820   5952756   5982581   \n",
-       "270        0    ...       381569    381715    381853    381994    382155   \n",
-       "271        0    ...       130216    131079    131978    132901    133852   \n",
-       "272        0    ...            4         4         4         4         4   \n",
-       "273        0    ...       306673    307570    308452    309218    309981   \n",
-       "274        2    ...       157507    157507    174461    181756    189066   \n",
-       "275        0    ...       316861    317083    317264    317404    317534   \n",
-       "276        0    ...         7070      7081      7086      7096      7104   \n",
-       "277        0    ...       196293    196490    197123    197791    198455   \n",
-       "278        0    ...       109546    110855    112435    113526    114489   \n",
-       "\n",
-       "       8/6/21    8/7/21    8/8/21    8/9/21   8/10/21  \n",
-       "0      149810    149810    149810    150778    151013  \n",
-       "1      133591    133730    133912    133981    134201  \n",
-       "2      179216    180356    181376    182368    183347  \n",
-       "3       14836     14836     14836     14836     14873  \n",
-       "4       43487     43592     43662     43747     43890  \n",
-       "5        1328      1328      1338      1348      1348  \n",
-       "6     5002951   5012754   5018895   5029075   5041487  \n",
-       "7      231625    231923    232157    232297    232610  \n",
-       "8         124       124       124       124       124  \n",
-       "9       10662     10917     11201     11558     11902  \n",
-       "10        199       199       199       199       199  \n",
-       "11       1909      1918      1923      1926      1929  \n",
-       "12        866       866       868       868       868  \n",
-       "13        235       235       235       235       235  \n",
-       "14      20997     21010     21021     21041     21061  \n",
-       "15       1059      1059      1059      1059      1059  \n",
-       "16     661922    662529    663082    663532    664133  \n",
-       "17     349316    350605    351825    352926    354662  \n",
-       "18      15419     15419     15537     15794     15915  \n",
-       "19     269848    269949    270060    270161    270290  \n",
-       "20    1335260   1343396   1353695   1365158   1376322  \n",
-       "21       4455      4455      4471      4480      4485  \n",
-       "22     451740    452953    453932    454674    455281  \n",
-       "23    1136726   1136726   1136726   1141379   1143127  \n",
-       "24      14438     14438     14438     14499     14578  \n",
-       "25       8608      8608      8608      8608      9065  \n",
-       "26       2544      2544      2544      2546      2550  \n",
-       "27     476795    477262    477696    478671    478671  \n",
-       "28     206106    206106    206106    206317    206476  \n",
-       "29     122574    122574    122574    130771    130771  \n",
-       "..        ...       ...       ...       ...       ...  \n",
-       "249     11386     11475     11529     11579     11717  \n",
-       "250     16559     16728     16874     16946     17104  \n",
-       "251     39577     40104     40233     40361     40574  \n",
-       "252    605205    608114    610660    613628    613628  \n",
-       "253   5870741   5895841   5895841   5942241   5968838  \n",
-       "254  35695469  35739551  35763785  35948131  36055002  \n",
-       "255     95226     95474     95723     95875     95955  \n",
-       "256   2341399   2343046   2344260   2345166   2346560  \n",
-       "257    690009    691554    692964    694285    695619  \n",
-       "258       113       113       113       113       113  \n",
-       "259      2614      2614      2614      2614      2645  \n",
-       "260      2500      2500      2532      2532      2532  \n",
-       "261       646       646       646       646       648  \n",
-       "262      9595      9599      9606      9687      9729  \n",
-       "263        66        66        66        66        66  \n",
-       "264      5101      5116      5127      5136      5154  \n",
-       "265      5337      5427      5502      5587      5658  \n",
-       "266        21        22        22        22        22  \n",
-       "267         4         4         4         4         4  \n",
-       "268      2509      2514      2523      2523      2531  \n",
-       "269   6014023   6042252   6069362   6094243   6117540  \n",
-       "270    382295    382360    382506    382607    382721  \n",
-       "271    134826    135738    136635    137491    138382  \n",
-       "272         4         4         4         4         4  \n",
-       "273    310960    312115    312115    312931    314480  \n",
-       "274    193381    205656    215560    224894    232937  \n",
-       "275    317703    317703    317999    317999    318181  \n",
-       "276      7131      7131      7165      7187      7198  \n",
-       "277    199135    199662    200049    200201    200830  \n",
-       "278    115445    115890    116327    116853    117258  \n",
-       "\n",
-       "[279 rows x 571 columns]"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "raw_data = pd.read_csv(local_file_name, skiprows=0)\n",
-    "raw_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "      <td>20.168300</td>\n",
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-       "      <td>134201</td>\n",
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-       "      <th>2</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Algeria</td>\n",
-       "      <td>28.033900</td>\n",
-       "      <td>1.659600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>172564</td>\n",
-       "      <td>173922</td>\n",
-       "      <td>175229</td>\n",
-       "      <td>176724</td>\n",
-       "      <td>178013</td>\n",
-       "      <td>179216</td>\n",
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-       "      <td>181376</td>\n",
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-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Andorra</td>\n",
-       "      <td>42.506300</td>\n",
-       "      <td>1.521800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>14873</td>\n",
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-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Angola</td>\n",
-       "      <td>-11.202700</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
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-       "      <td>42970</td>\n",
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-       "      <td>43592</td>\n",
-       "      <td>43662</td>\n",
-       "      <td>43747</td>\n",
-       "      <td>43890</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Antigua and Barbuda</td>\n",
-       "      <td>17.060800</td>\n",
-       "      <td>-61.796400</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>1303</td>\n",
-       "      <td>1303</td>\n",
-       "      <td>1303</td>\n",
-       "      <td>1311</td>\n",
-       "      <td>1320</td>\n",
-       "      <td>1328</td>\n",
-       "      <td>1328</td>\n",
-       "      <td>1338</td>\n",
-       "      <td>1348</td>\n",
-       "      <td>1348</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Argentina</td>\n",
-       "      <td>-38.416100</td>\n",
-       "      <td>-63.616700</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>4935847</td>\n",
-       "      <td>4947030</td>\n",
-       "      <td>4961880</td>\n",
-       "      <td>4975616</td>\n",
-       "      <td>4989402</td>\n",
-       "      <td>5002951</td>\n",
-       "      <td>5012754</td>\n",
-       "      <td>5018895</td>\n",
-       "      <td>5029075</td>\n",
-       "      <td>5041487</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Armenia</td>\n",
-       "      <td>40.069100</td>\n",
-       "      <td>45.038200</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>230339</td>\n",
-       "      <td>230476</td>\n",
-       "      <td>230713</td>\n",
-       "      <td>230993</td>\n",
-       "      <td>231322</td>\n",
-       "      <td>231625</td>\n",
-       "      <td>231923</td>\n",
-       "      <td>232157</td>\n",
-       "      <td>232297</td>\n",
-       "      <td>232610</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Austria</td>\n",
-       "      <td>47.516200</td>\n",
-       "      <td>14.550100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>659508</td>\n",
-       "      <td>659872</td>\n",
-       "      <td>660262</td>\n",
-       "      <td>660854</td>\n",
-       "      <td>661359</td>\n",
-       "      <td>661922</td>\n",
-       "      <td>662529</td>\n",
-       "      <td>663082</td>\n",
-       "      <td>663532</td>\n",
-       "      <td>664133</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Azerbaijan</td>\n",
-       "      <td>40.143100</td>\n",
-       "      <td>47.576900</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>344520</td>\n",
-       "      <td>344951</td>\n",
-       "      <td>345882</td>\n",
-       "      <td>346878</td>\n",
-       "      <td>348074</td>\n",
-       "      <td>349316</td>\n",
-       "      <td>350605</td>\n",
-       "      <td>351825</td>\n",
-       "      <td>352926</td>\n",
-       "      <td>354662</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bahamas</td>\n",
-       "      <td>25.025885</td>\n",
-       "      <td>-78.035889</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>14840</td>\n",
-       "      <td>14840</td>\n",
-       "      <td>15011</td>\n",
-       "      <td>15124</td>\n",
-       "      <td>15191</td>\n",
-       "      <td>15419</td>\n",
-       "      <td>15419</td>\n",
-       "      <td>15537</td>\n",
-       "      <td>15794</td>\n",
-       "      <td>15915</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bahrain</td>\n",
-       "      <td>26.027500</td>\n",
-       "      <td>50.550000</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>269303</td>\n",
-       "      <td>269401</td>\n",
-       "      <td>269495</td>\n",
-       "      <td>269617</td>\n",
-       "      <td>269737</td>\n",
-       "      <td>269848</td>\n",
-       "      <td>269949</td>\n",
-       "      <td>270060</td>\n",
-       "      <td>270161</td>\n",
-       "      <td>270290</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bangladesh</td>\n",
-       "      <td>23.685000</td>\n",
-       "      <td>90.356300</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>1264328</td>\n",
-       "      <td>1280317</td>\n",
-       "      <td>1296093</td>\n",
-       "      <td>1309910</td>\n",
-       "      <td>1322654</td>\n",
-       "      <td>1335260</td>\n",
-       "      <td>1343396</td>\n",
-       "      <td>1353695</td>\n",
-       "      <td>1365158</td>\n",
-       "      <td>1376322</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Barbados</td>\n",
-       "      <td>13.193900</td>\n",
-       "      <td>-59.543200</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>4407</td>\n",
-       "      <td>4417</td>\n",
-       "      <td>4422</td>\n",
-       "      <td>4433</td>\n",
-       "      <td>4443</td>\n",
-       "      <td>4455</td>\n",
-       "      <td>4455</td>\n",
-       "      <td>4471</td>\n",
-       "      <td>4480</td>\n",
-       "      <td>4485</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belarus</td>\n",
-       "      <td>53.709800</td>\n",
-       "      <td>27.953400</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>446998</td>\n",
-       "      <td>447754</td>\n",
-       "      <td>448335</td>\n",
-       "      <td>449302</td>\n",
-       "      <td>450445</td>\n",
-       "      <td>451740</td>\n",
-       "      <td>452953</td>\n",
-       "      <td>453932</td>\n",
-       "      <td>454674</td>\n",
-       "      <td>455281</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belgium</td>\n",
-       "      <td>50.833300</td>\n",
-       "      <td>4.469936</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1124715</td>\n",
-       "      <td>1129018</td>\n",
-       "      <td>1130758</td>\n",
-       "      <td>1132934</td>\n",
-       "      <td>1134907</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1136726</td>\n",
-       "      <td>1141379</td>\n",
-       "      <td>1143127</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Belize</td>\n",
-       "      <td>17.189900</td>\n",
-       "      <td>-88.497600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14163</td>\n",
-       "      <td>14163</td>\n",
-       "      <td>14284</td>\n",
-       "      <td>14331</td>\n",
-       "      <td>14382</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14438</td>\n",
-       "      <td>14499</td>\n",
-       "      <td>14578</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Benin</td>\n",
-       "      <td>9.307700</td>\n",
-       "      <td>2.315800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8394</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>8608</td>\n",
-       "      <td>9065</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bhutan</td>\n",
-       "      <td>27.514200</td>\n",
-       "      <td>90.433600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2518</td>\n",
-       "      <td>2524</td>\n",
-       "      <td>2532</td>\n",
-       "      <td>2540</td>\n",
-       "      <td>2543</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2544</td>\n",
-       "      <td>2546</td>\n",
-       "      <td>2550</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bolivia</td>\n",
-       "      <td>-16.290200</td>\n",
-       "      <td>-63.588700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>473899</td>\n",
-       "      <td>474538</td>\n",
-       "      <td>475265</td>\n",
-       "      <td>476097</td>\n",
-       "      <td>476795</td>\n",
-       "      <td>476795</td>\n",
-       "      <td>477262</td>\n",
-       "      <td>477696</td>\n",
-       "      <td>478671</td>\n",
-       "      <td>478671</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bosnia and Herzegovina</td>\n",
-       "      <td>43.915900</td>\n",
-       "      <td>17.679100</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>205655</td>\n",
-       "      <td>205785</td>\n",
-       "      <td>205825</td>\n",
-       "      <td>205949</td>\n",
-       "      <td>206031</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206106</td>\n",
-       "      <td>206317</td>\n",
-       "      <td>206476</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Botswana</td>\n",
-       "      <td>-22.328500</td>\n",
-       "      <td>24.684900</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>106690</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>115220</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>122574</td>\n",
-       "      <td>130771</td>\n",
-       "      <td>130771</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</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>19938358</td>\n",
-       "      <td>19953501</td>\n",
-       "      <td>19985817</td>\n",
-       "      <td>20026533</td>\n",
-       "      <td>20066587</td>\n",
-       "      <td>20108746</td>\n",
-       "      <td>20151779</td>\n",
-       "      <td>20165672</td>\n",
-       "      <td>20177757</td>\n",
-       "      <td>20212642</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Brunei</td>\n",
-       "      <td>4.535300</td>\n",
-       "      <td>114.727700</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>337</td>\n",
-       "      <td>338</td>\n",
-       "      <td>338</td>\n",
-       "      <td>338</td>\n",
-       "      <td>339</td>\n",
-       "      <td>339</td>\n",
-       "      <td>339</td>\n",
-       "      <td>347</td>\n",
-       "      <td>406</td>\n",
-       "      <td>440</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Bulgaria</td>\n",
-       "      <td>42.733900</td>\n",
-       "      <td>25.485800</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>425148</td>\n",
-       "      <td>425541</td>\n",
-       "      <td>426003</td>\n",
-       "      <td>426432</td>\n",
-       "      <td>426932</td>\n",
-       "      <td>427481</td>\n",
-       "      <td>427873</td>\n",
-       "      <td>428049</td>\n",
-       "      <td>428823</td>\n",
-       "      <td>429628</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Burkina Faso</td>\n",
-       "      <td>12.238300</td>\n",
-       "      <td>-1.561600</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>13588</td>\n",
-       "      <td>13591</td>\n",
-       "      <td>13591</td>\n",
-       "      <td>13599</td>\n",
-       "      <td>13599</td>\n",
-       "      <td>13607</td>\n",
-       "      <td>13610</td>\n",
-       "      <td>13621</td>\n",
-       "      <td>13625</td>\n",
-       "      <td>13626</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Burma</td>\n",
-       "      <td>21.916200</td>\n",
-       "      <td>95.956000</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>302665</td>\n",
-       "      <td>306354</td>\n",
-       "      <td>311067</td>\n",
-       "      <td>315118</td>\n",
-       "      <td>319250</td>\n",
-       "      <td>322838</td>\n",
-       "      <td>326489</td>\n",
-       "      <td>329516</td>\n",
-       "      <td>333127</td>\n",
-       "      <td>337561</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Burundi</td>\n",
-       "      <td>-3.373100</td>\n",
-       "      <td>29.918900</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>7080</td>\n",
-       "      <td>7505</td>\n",
-       "      <td>7518</td>\n",
-       "      <td>7518</td>\n",
-       "      <td>7714</td>\n",
-       "      <td>8088</td>\n",
-       "      <td>8088</td>\n",
-       "      <td>8088</td>\n",
-       "      <td>8800</td>\n",
-       "      <td>8800</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Cabo Verde</td>\n",
-       "      <td>16.538800</td>\n",
-       "      <td>-23.041800</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>33822</td>\n",
-       "      <td>33830</td>\n",
-       "      <td>33858</td>\n",
-       "      <td>33906</td>\n",
-       "      <td>33941</td>\n",
-       "      <td>33976</td>\n",
-       "      <td>34010</td>\n",
-       "      <td>34052</td>\n",
-       "      <td>34078</td>\n",
-       "      <td>34112</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Cambodia</td>\n",
-       "      <td>11.550000</td>\n",
-       "      <td>104.916700</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>...</td>\n",
-       "      <td>77914</td>\n",
-       "      <td>78474</td>\n",
-       "      <td>79051</td>\n",
-       "      <td>79634</td>\n",
-       "      <td>80225</td>\n",
-       "      <td>80813</td>\n",
-       "      <td>81335</td>\n",
-       "      <td>81891</td>\n",
-       "      <td>82399</td>\n",
-       "      <td>82898</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>238</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Sri Lanka</td>\n",
-       "      <td>7.873054</td>\n",
-       "      <td>80.771797</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>...</td>\n",
-       "      <td>311349</td>\n",
-       "      <td>313769</td>\n",
-       "      <td>316219</td>\n",
-       "      <td>318775</td>\n",
-       "      <td>321429</td>\n",
-       "      <td>324223</td>\n",
-       "      <td>326043</td>\n",
-       "      <td>329994</td>\n",
-       "      <td>332947</td>\n",
-       "      <td>335851</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>239</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Sudan</td>\n",
-       "      <td>12.862800</td>\n",
-       "      <td>30.217600</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>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37138</td>\n",
-       "      <td>37528</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>240</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Summer Olympics 2020</td>\n",
-       "      <td>35.649100</td>\n",
-       "      <td>139.773700</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>264</td>\n",
-       "      <td>281</td>\n",
-       "      <td>281</td>\n",
-       "      <td>299</td>\n",
-       "      <td>327</td>\n",
-       "      <td>387</td>\n",
-       "      <td>409</td>\n",
-       "      <td>409</td>\n",
-       "      <td>436</td>\n",
-       "      <td>511</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>241</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Suriname</td>\n",
-       "      <td>3.919300</td>\n",
-       "      <td>-56.027800</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>25402</td>\n",
-       "      <td>25439</td>\n",
-       "      <td>25549</td>\n",
-       "      <td>25614</td>\n",
-       "      <td>25716</td>\n",
-       "      <td>25853</td>\n",
-       "      <td>25917</td>\n",
-       "      <td>26002</td>\n",
-       "      <td>26046</td>\n",
-       "      <td>26103</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>242</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Sweden</td>\n",
-       "      <td>60.128161</td>\n",
-       "      <td>18.643501</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>1100040</td>\n",
-       "      <td>1100040</td>\n",
-       "      <td>1101900</td>\n",
-       "      <td>1102829</td>\n",
-       "      <td>1103693</td>\n",
-       "      <td>1104538</td>\n",
-       "      <td>1104538</td>\n",
-       "      <td>1104538</td>\n",
-       "      <td>1104538</td>\n",
-       "      <td>1106821</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>243</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Switzerland</td>\n",
-       "      <td>46.818200</td>\n",
-       "      <td>8.227500</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>717665</td>\n",
-       "      <td>719684</td>\n",
-       "      <td>720743</td>\n",
-       "      <td>721776</td>\n",
-       "      <td>722801</td>\n",
-       "      <td>723968</td>\n",
-       "      <td>723968</td>\n",
-       "      <td>723968</td>\n",
-       "      <td>727113</td>\n",
-       "      <td>729024</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>244</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Syria</td>\n",
-       "      <td>34.802075</td>\n",
-       "      <td>38.996815</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>25983</td>\n",
-       "      <td>26005</td>\n",
-       "      <td>26026</td>\n",
-       "      <td>26044</td>\n",
-       "      <td>26059</td>\n",
-       "      <td>26071</td>\n",
-       "      <td>26081</td>\n",
-       "      <td>26097</td>\n",
-       "      <td>26116</td>\n",
-       "      <td>26136</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>245</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Taiwan*</td>\n",
-       "      <td>23.700000</td>\n",
-       "      <td>121.000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
-       "      <td>5</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15688</td>\n",
-       "      <td>15702</td>\n",
-       "      <td>15721</td>\n",
-       "      <td>15742</td>\n",
-       "      <td>15753</td>\n",
-       "      <td>15765</td>\n",
-       "      <td>15775</td>\n",
-       "      <td>15782</td>\n",
-       "      <td>15790</td>\n",
-       "      <td>15798</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>246</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Tajikistan</td>\n",
-       "      <td>38.861000</td>\n",
-       "      <td>71.276100</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>15082</td>\n",
-       "      <td>15219</td>\n",
-       "      <td>15293</td>\n",
-       "      <td>15364</td>\n",
-       "      <td>15440</td>\n",
-       "      <td>15513</td>\n",
-       "      <td>15583</td>\n",
-       "      <td>15651</td>\n",
-       "      <td>15720</td>\n",
-       "      <td>15792</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>247</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Tanzania</td>\n",
-       "      <td>-6.369028</td>\n",
-       "      <td>34.888822</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>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1017</td>\n",
-       "      <td>1367</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>248</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Thailand</td>\n",
-       "      <td>15.870032</td>\n",
-       "      <td>100.992541</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>8</td>\n",
-       "      <td>8</td>\n",
-       "      <td>...</td>\n",
-       "      <td>615314</td>\n",
-       "      <td>633284</td>\n",
-       "      <td>652185</td>\n",
-       "      <td>672385</td>\n",
-       "      <td>693305</td>\n",
-       "      <td>714684</td>\n",
-       "      <td>736522</td>\n",
-       "      <td>756505</td>\n",
-       "      <td>776108</td>\n",
-       "      <td>795951</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>249</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Timor-Leste</td>\n",
-       "      <td>-8.874217</td>\n",
-       "      <td>125.727539</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10966</td>\n",
-       "      <td>10982</td>\n",
-       "      <td>11100</td>\n",
-       "      <td>11145</td>\n",
-       "      <td>11225</td>\n",
-       "      <td>11386</td>\n",
-       "      <td>11475</td>\n",
-       "      <td>11529</td>\n",
-       "      <td>11579</td>\n",
-       "      <td>11717</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>250</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Togo</td>\n",
-       "      <td>8.619500</td>\n",
-       "      <td>0.824800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15870</td>\n",
-       "      <td>15924</td>\n",
-       "      <td>16053</td>\n",
-       "      <td>16232</td>\n",
-       "      <td>16232</td>\n",
-       "      <td>16559</td>\n",
-       "      <td>16728</td>\n",
-       "      <td>16874</td>\n",
-       "      <td>16946</td>\n",
-       "      <td>17104</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>251</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Trinidad and Tobago</td>\n",
-       "      <td>10.691800</td>\n",
-       "      <td>-61.222500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>38930</td>\n",
-       "      <td>39039</td>\n",
-       "      <td>39162</td>\n",
-       "      <td>39345</td>\n",
-       "      <td>39577</td>\n",
-       "      <td>39577</td>\n",
-       "      <td>40104</td>\n",
-       "      <td>40233</td>\n",
-       "      <td>40361</td>\n",
-       "      <td>40574</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>252</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Tunisia</td>\n",
-       "      <td>33.886917</td>\n",
-       "      <td>9.537499</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>595532</td>\n",
-       "      <td>596775</td>\n",
-       "      <td>596775</td>\n",
-       "      <td>602757</td>\n",
-       "      <td>602757</td>\n",
-       "      <td>605205</td>\n",
-       "      <td>608114</td>\n",
-       "      <td>610660</td>\n",
-       "      <td>613628</td>\n",
-       "      <td>613628</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>253</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Turkey</td>\n",
-       "      <td>38.963700</td>\n",
-       "      <td>35.243300</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5747935</td>\n",
-       "      <td>5770833</td>\n",
-       "      <td>5795665</td>\n",
-       "      <td>5822487</td>\n",
-       "      <td>5846784</td>\n",
-       "      <td>5870741</td>\n",
-       "      <td>5895841</td>\n",
-       "      <td>5895841</td>\n",
-       "      <td>5942241</td>\n",
-       "      <td>5968838</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>254</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>US</td>\n",
-       "      <td>40.000000</td>\n",
-       "      <td>-100.000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>...</td>\n",
-       "      <td>35003417</td>\n",
-       "      <td>35131393</td>\n",
-       "      <td>35237950</td>\n",
-       "      <td>35330664</td>\n",
-       "      <td>35440488</td>\n",
-       "      <td>35695469</td>\n",
-       "      <td>35739551</td>\n",
-       "      <td>35763785</td>\n",
-       "      <td>35948131</td>\n",
-       "      <td>36055002</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>255</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uganda</td>\n",
-       "      <td>1.373333</td>\n",
-       "      <td>32.290275</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>94195</td>\n",
-       "      <td>94425</td>\n",
-       "      <td>94537</td>\n",
-       "      <td>94739</td>\n",
-       "      <td>94904</td>\n",
-       "      <td>95226</td>\n",
-       "      <td>95474</td>\n",
-       "      <td>95723</td>\n",
-       "      <td>95875</td>\n",
-       "      <td>95955</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>256</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Ukraine</td>\n",
-       "      <td>48.379400</td>\n",
-       "      <td>31.165600</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2334433</td>\n",
-       "      <td>2335237</td>\n",
-       "      <td>2336603</td>\n",
-       "      <td>2338123</td>\n",
-       "      <td>2339731</td>\n",
-       "      <td>2341399</td>\n",
-       "      <td>2343046</td>\n",
-       "      <td>2344260</td>\n",
-       "      <td>2345166</td>\n",
-       "      <td>2346560</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>257</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>United Arab Emirates</td>\n",
-       "      <td>23.424076</td>\n",
-       "      <td>53.847818</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>682377</td>\n",
-       "      <td>683914</td>\n",
-       "      <td>685462</td>\n",
-       "      <td>686981</td>\n",
-       "      <td>688489</td>\n",
-       "      <td>690009</td>\n",
-       "      <td>691554</td>\n",
-       "      <td>692964</td>\n",
-       "      <td>694285</td>\n",
-       "      <td>695619</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>269</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>United Kingdom</td>\n",
-       "      <td>55.378100</td>\n",
-       "      <td>-3.436000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5880667</td>\n",
-       "      <td>5902354</td>\n",
-       "      <td>5923820</td>\n",
-       "      <td>5952756</td>\n",
-       "      <td>5982581</td>\n",
-       "      <td>6014023</td>\n",
-       "      <td>6042252</td>\n",
-       "      <td>6069362</td>\n",
-       "      <td>6094243</td>\n",
-       "      <td>6117540</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>270</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uruguay</td>\n",
-       "      <td>-32.522800</td>\n",
-       "      <td>-55.765800</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>381569</td>\n",
-       "      <td>381715</td>\n",
-       "      <td>381853</td>\n",
-       "      <td>381994</td>\n",
-       "      <td>382155</td>\n",
-       "      <td>382295</td>\n",
-       "      <td>382360</td>\n",
-       "      <td>382506</td>\n",
-       "      <td>382607</td>\n",
-       "      <td>382721</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>271</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Uzbekistan</td>\n",
-       "      <td>41.377491</td>\n",
-       "      <td>64.585262</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>130216</td>\n",
-       "      <td>131079</td>\n",
-       "      <td>131978</td>\n",
-       "      <td>132901</td>\n",
-       "      <td>133852</td>\n",
-       "      <td>134826</td>\n",
-       "      <td>135738</td>\n",
-       "      <td>136635</td>\n",
-       "      <td>137491</td>\n",
-       "      <td>138382</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>272</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Vanuatu</td>\n",
-       "      <td>-15.376700</td>\n",
-       "      <td>166.959200</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 571 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  Province/State Country/Region       Lat       Long  1/22/20  1/23/20  \\\n",
+       "0            NaN    Afghanistan  33.93911  67.709953        0        0   \n",
+       "1            NaN        Albania  41.15330  20.168300        0        0   \n",
+       "2            NaN        Algeria  28.03390   1.659600        0        0   \n",
+       "3            NaN        Andorra  42.50630   1.521800        0        0   \n",
+       "4            NaN         Angola -11.20270  17.873900        0        0   \n",
+       "\n",
+       "   1/24/20  1/25/20  1/26/20  1/27/20   ...     8/1/21  8/2/21  8/3/21  \\\n",
+       "0        0        0        0        0   ...     146523  147985  148572   \n",
+       "1        0        0        0        0   ...     133121  133146  133211   \n",
+       "2        0        0        0        0   ...     172564  173922  175229   \n",
+       "3        0        0        0        0   ...      14678   14747   14766   \n",
+       "4        0        0        0        0   ...      42815   42970   43070   \n",
+       "\n",
+       "   8/4/21  8/5/21  8/6/21  8/7/21  8/8/21  8/9/21  8/10/21  \n",
+       "0  148933  149361  149810  149810  149810  150778   151013  \n",
+       "1  133310  133442  133591  133730  133912  133981   134201  \n",
+       "2  176724  178013  179216  180356  181376  182368   183347  \n",
+       "3   14797   14809   14836   14836   14836   14836    14873  \n",
+       "4   43158   43269   43487   43592   43662   43747    43890  \n",
+       "\n",
+       "[5 rows x 571 columns]"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "raw_data = pd.read_csv(local_file_name, skiprows=0)\n",
+    "raw_data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>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>8/1/21</th>\n",
+       "      <th>8/2/21</th>\n",
+       "      <th>8/3/21</th>\n",
+       "      <th>8/4/21</th>\n",
+       "      <th>8/5/21</th>\n",
+       "      <th>8/6/21</th>\n",
+       "      <th>8/7/21</th>\n",
+       "      <th>8/8/21</th>\n",
+       "      <th>8/9/21</th>\n",
+       "      <th>8/10/21</th>\n",
        "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
        "    <tr>\n",
-       "      <th>273</th>\n",
+       "      <th>0</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>Venezuela</td>\n",
-       "      <td>6.423800</td>\n",
-       "      <td>-66.589700</td>\n",
-       "      <td>0</td>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>33.93911</td>\n",
+       "      <td>67.709953</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
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        "      <td>0</td>\n",
-       "      <td>...</td>\n",
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-       "      <td>307570</td>\n",
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-       "      <td>309218</td>\n",
-       "      <td>309981</td>\n",
-       "      <td>310960</td>\n",
-       "      <td>312115</td>\n",
-       "      <td>312115</td>\n",
-       "      <td>312931</td>\n",
-       "      <td>314480</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>274</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Vietnam</td>\n",
-       "      <td>14.058324</td>\n",
-       "      <td>108.277199</td>\n",
        "      <td>0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2</td>\n",
        "      <td>...</td>\n",
-       "      <td>157507</td>\n",
-       "      <td>157507</td>\n",
-       "      <td>174461</td>\n",
-       "      <td>181756</td>\n",
-       "      <td>189066</td>\n",
-       "      <td>193381</td>\n",
-       "      <td>205656</td>\n",
-       "      <td>215560</td>\n",
-       "      <td>224894</td>\n",
-       "      <td>232937</td>\n",
+       "      <td>146523</td>\n",
+       "      <td>147985</td>\n",
+       "      <td>148572</td>\n",
+       "      <td>148933</td>\n",
+       "      <td>149361</td>\n",
+       "      <td>149810</td>\n",
+       "      <td>149810</td>\n",
+       "      <td>149810</td>\n",
+       "      <td>150778</td>\n",
+       "      <td>151013</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>275</th>\n",
+       "      <th>1</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>West Bank and Gaza</td>\n",
-       "      <td>31.952200</td>\n",
-       "      <td>35.233200</td>\n",
+       "      <td>Albania</td>\n",
+       "      <td>41.15330</td>\n",
+       "      <td>20.168300</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -3257,23 +338,23 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>316861</td>\n",
-       "      <td>317083</td>\n",
-       "      <td>317264</td>\n",
-       "      <td>317404</td>\n",
-       "      <td>317534</td>\n",
-       "      <td>317703</td>\n",
-       "      <td>317703</td>\n",
-       "      <td>317999</td>\n",
-       "      <td>317999</td>\n",
-       "      <td>318181</td>\n",
+       "      <td>133121</td>\n",
+       "      <td>133146</td>\n",
+       "      <td>133211</td>\n",
+       "      <td>133310</td>\n",
+       "      <td>133442</td>\n",
+       "      <td>133591</td>\n",
+       "      <td>133730</td>\n",
+       "      <td>133912</td>\n",
+       "      <td>133981</td>\n",
+       "      <td>134201</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>276</th>\n",
+       "      <th>2</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>Yemen</td>\n",
-       "      <td>15.552727</td>\n",
-       "      <td>48.516388</td>\n",
+       "      <td>Algeria</td>\n",
+       "      <td>28.03390</td>\n",
+       "      <td>1.659600</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -3281,23 +362,23 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>7070</td>\n",
-       "      <td>7081</td>\n",
-       "      <td>7086</td>\n",
-       "      <td>7096</td>\n",
-       "      <td>7104</td>\n",
-       "      <td>7131</td>\n",
-       "      <td>7131</td>\n",
-       "      <td>7165</td>\n",
-       "      <td>7187</td>\n",
-       "      <td>7198</td>\n",
+       "      <td>172564</td>\n",
+       "      <td>173922</td>\n",
+       "      <td>175229</td>\n",
+       "      <td>176724</td>\n",
+       "      <td>178013</td>\n",
+       "      <td>179216</td>\n",
+       "      <td>180356</td>\n",
+       "      <td>181376</td>\n",
+       "      <td>182368</td>\n",
+       "      <td>183347</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>277</th>\n",
+       "      <th>3</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>Zambia</td>\n",
-       "      <td>-13.133897</td>\n",
-       "      <td>27.849332</td>\n",
+       "      <td>Andorra</td>\n",
+       "      <td>42.50630</td>\n",
+       "      <td>1.521800</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -3305,23 +386,23 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>196293</td>\n",
-       "      <td>196490</td>\n",
-       "      <td>197123</td>\n",
-       "      <td>197791</td>\n",
-       "      <td>198455</td>\n",
-       "      <td>199135</td>\n",
-       "      <td>199662</td>\n",
-       "      <td>200049</td>\n",
-       "      <td>200201</td>\n",
-       "      <td>200830</td>\n",
+       "      <td>14678</td>\n",
+       "      <td>14747</td>\n",
+       "      <td>14766</td>\n",
+       "      <td>14797</td>\n",
+       "      <td>14809</td>\n",
+       "      <td>14836</td>\n",
+       "      <td>14836</td>\n",
+       "      <td>14836</td>\n",
+       "      <td>14836</td>\n",
+       "      <td>14873</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>278</th>\n",
+       "      <th>4</th>\n",
        "      <td>NaN</td>\n",
-       "      <td>Zimbabwe</td>\n",
-       "      <td>-19.015438</td>\n",
-       "      <td>29.154857</td>\n",
+       "      <td>Angola</td>\n",
+       "      <td>-11.20270</td>\n",
+       "      <td>17.873900</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -3329,285 +410,54 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>109546</td>\n",
-       "      <td>110855</td>\n",
-       "      <td>112435</td>\n",
-       "      <td>113526</td>\n",
-       "      <td>114489</td>\n",
-       "      <td>115445</td>\n",
-       "      <td>115890</td>\n",
-       "      <td>116327</td>\n",
-       "      <td>116853</td>\n",
-       "      <td>117258</td>\n",
+       "      <td>42815</td>\n",
+       "      <td>42970</td>\n",
+       "      <td>43070</td>\n",
+       "      <td>43158</td>\n",
+       "      <td>43269</td>\n",
+       "      <td>43487</td>\n",
+       "      <td>43592</td>\n",
+       "      <td>43662</td>\n",
+       "      <td>43747</td>\n",
+       "      <td>43890</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>194 rows × 571 columns</p>\n",
+       "<p>5 rows × 571 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "    Province/State          Country/Region        Lat        Long  1/22/20  \\\n",
-       "0              NaN             Afghanistan  33.939110   67.709953        0   \n",
-       "1              NaN                 Albania  41.153300   20.168300        0   \n",
-       "2              NaN                 Algeria  28.033900    1.659600        0   \n",
-       "3              NaN                 Andorra  42.506300    1.521800        0   \n",
-       "4              NaN                  Angola -11.202700   17.873900        0   \n",
-       "5              NaN     Antigua and Barbuda  17.060800  -61.796400        0   \n",
-       "6              NaN               Argentina -38.416100  -63.616700        0   \n",
-       "7              NaN                 Armenia  40.069100   45.038200        0   \n",
-       "16             NaN                 Austria  47.516200   14.550100        0   \n",
-       "17             NaN              Azerbaijan  40.143100   47.576900        0   \n",
-       "18             NaN                 Bahamas  25.025885  -78.035889        0   \n",
-       "19             NaN                 Bahrain  26.027500   50.550000        0   \n",
-       "20             NaN              Bangladesh  23.685000   90.356300        0   \n",
-       "21             NaN                Barbados  13.193900  -59.543200        0   \n",
-       "22             NaN                 Belarus  53.709800   27.953400        0   \n",
-       "23             NaN                 Belgium  50.833300    4.469936        0   \n",
-       "24             NaN                  Belize  17.189900  -88.497600        0   \n",
-       "25             NaN                   Benin   9.307700    2.315800        0   \n",
-       "26             NaN                  Bhutan  27.514200   90.433600        0   \n",
-       "27             NaN                 Bolivia -16.290200  -63.588700        0   \n",
-       "28             NaN  Bosnia and Herzegovina  43.915900   17.679100        0   \n",
-       "29             NaN                Botswana -22.328500   24.684900        0   \n",
-       "30             NaN                  Brazil -14.235000  -51.925300        0   \n",
-       "31             NaN                  Brunei   4.535300  114.727700        0   \n",
-       "32             NaN                Bulgaria  42.733900   25.485800        0   \n",
-       "33             NaN            Burkina Faso  12.238300   -1.561600        0   \n",
-       "34             NaN                   Burma  21.916200   95.956000        0   \n",
-       "35             NaN                 Burundi  -3.373100   29.918900        0   \n",
-       "36             NaN              Cabo Verde  16.538800  -23.041800        0   \n",
-       "37             NaN                Cambodia  11.550000  104.916700        0   \n",
-       "..             ...                     ...        ...         ...      ...   \n",
-       "238            NaN               Sri Lanka   7.873054   80.771797        0   \n",
-       "239            NaN                   Sudan  12.862800   30.217600        0   \n",
-       "240            NaN    Summer Olympics 2020  35.649100  139.773700        0   \n",
-       "241            NaN                Suriname   3.919300  -56.027800        0   \n",
-       "242            NaN                  Sweden  60.128161   18.643501        0   \n",
-       "243            NaN             Switzerland  46.818200    8.227500        0   \n",
-       "244            NaN                   Syria  34.802075   38.996815        0   \n",
-       "245            NaN                 Taiwan*  23.700000  121.000000        1   \n",
-       "246            NaN              Tajikistan  38.861000   71.276100        0   \n",
-       "247            NaN                Tanzania  -6.369028   34.888822        0   \n",
-       "248            NaN                Thailand  15.870032  100.992541        4   \n",
-       "249            NaN             Timor-Leste  -8.874217  125.727539        0   \n",
-       "250            NaN                    Togo   8.619500    0.824800        0   \n",
-       "251            NaN     Trinidad and Tobago  10.691800  -61.222500        0   \n",
-       "252            NaN                 Tunisia  33.886917    9.537499        0   \n",
-       "253            NaN                  Turkey  38.963700   35.243300        0   \n",
-       "254            NaN                      US  40.000000 -100.000000        1   \n",
-       "255            NaN                  Uganda   1.373333   32.290275        0   \n",
-       "256            NaN                 Ukraine  48.379400   31.165600        0   \n",
-       "257            NaN    United Arab Emirates  23.424076   53.847818        0   \n",
-       "269            NaN          United Kingdom  55.378100   -3.436000        0   \n",
-       "270            NaN                 Uruguay -32.522800  -55.765800        0   \n",
-       "271            NaN              Uzbekistan  41.377491   64.585262        0   \n",
-       "272            NaN                 Vanuatu -15.376700  166.959200        0   \n",
-       "273            NaN               Venezuela   6.423800  -66.589700        0   \n",
-       "274            NaN                 Vietnam  14.058324  108.277199        0   \n",
-       "275            NaN      West Bank and Gaza  31.952200   35.233200        0   \n",
-       "276            NaN                   Yemen  15.552727   48.516388        0   \n",
-       "277            NaN                  Zambia -13.133897   27.849332        0   \n",
-       "278            NaN                Zimbabwe -19.015438   29.154857        0   \n",
-       "\n",
-       "     1/23/20  1/24/20  1/25/20  1/26/20  1/27/20    ...       8/1/21  \\\n",
-       "0          0        0        0        0        0    ...       146523   \n",
-       "1          0        0        0        0        0    ...       133121   \n",
-       "2          0        0        0        0        0    ...       172564   \n",
-       "3          0        0        0        0        0    ...        14678   \n",
-       "4          0        0        0        0        0    ...        42815   \n",
-       "5          0        0        0        0        0    ...         1303   \n",
-       "6          0        0        0        0        0    ...      4935847   \n",
-       "7          0        0        0        0        0    ...       230339   \n",
-       "16         0        0        0        0        0    ...       659508   \n",
-       "17         0        0        0        0        0    ...       344520   \n",
-       "18         0        0        0        0        0    ...        14840   \n",
-       "19         0        0        0        0        0    ...       269303   \n",
-       "20         0        0        0        0        0    ...      1264328   \n",
-       "21         0        0        0        0        0    ...         4407   \n",
-       "22         0        0        0        0        0    ...       446998   \n",
-       "23         0        0        0        0        0    ...      1124715   \n",
-       "24         0        0        0        0        0    ...        14163   \n",
-       "25         0        0        0        0        0    ...         8394   \n",
-       "26         0        0        0        0        0    ...         2518   \n",
-       "27         0        0        0        0        0    ...       473899   \n",
-       "28         0        0        0        0        0    ...       205655   \n",
-       "29         0        0        0        0        0    ...       106690   \n",
-       "30         0        0        0        0        0    ...     19938358   \n",
-       "31         0        0        0        0        0    ...          337   \n",
-       "32         0        0        0        0        0    ...       425148   \n",
-       "33         0        0        0        0        0    ...        13588   \n",
-       "34         0        0        0        0        0    ...       302665   \n",
-       "35         0        0        0        0        0    ...         7080   \n",
-       "36         0        0        0        0        0    ...        33822   \n",
-       "37         0        0        0        0        1    ...        77914   \n",
-       "..       ...      ...      ...      ...      ...    ...          ...   \n",
-       "238        0        0        0        0        1    ...       311349   \n",
-       "239        0        0        0        0        0    ...        37138   \n",
-       "240        0        0        0        0        0    ...          264   \n",
-       "241        0        0        0        0        0    ...        25402   \n",
-       "242        0        0        0        0        0    ...      1100040   \n",
-       "243        0        0        0        0        0    ...       717665   \n",
-       "244        0        0        0        0        0    ...        25983   \n",
-       "245        1        3        3        4        5    ...        15688   \n",
-       "246        0        0        0        0        0    ...        15082   \n",
-       "247        0        0        0        0        0    ...         1017   \n",
-       "248        4        5        6        8        8    ...       615314   \n",
-       "249        0        0        0        0        0    ...        10966   \n",
-       "250        0        0        0        0        0    ...        15870   \n",
-       "251        0        0        0        0        0    ...        38930   \n",
-       "252        0        0        0        0        0    ...       595532   \n",
-       "253        0        0        0        0        0    ...      5747935   \n",
-       "254        1        2        2        5        5    ...     35003417   \n",
-       "255        0        0        0        0        0    ...        94195   \n",
-       "256        0        0        0        0        0    ...      2334433   \n",
-       "257        0        0        0        0        0    ...       682377   \n",
-       "269        0        0        0        0        0    ...      5880667   \n",
-       "270        0        0        0        0        0    ...       381569   \n",
-       "271        0        0        0        0        0    ...       130216   \n",
-       "272        0        0        0        0        0    ...            4   \n",
-       "273        0        0        0        0        0    ...       306673   \n",
-       "274        2        2        2        2        2    ...       157507   \n",
-       "275        0        0        0        0        0    ...       316861   \n",
-       "276        0        0        0        0        0    ...         7070   \n",
-       "277        0        0        0        0        0    ...       196293   \n",
-       "278        0        0        0        0        0    ...       109546   \n",
+       "  Province/State Country/Region       Lat       Long  1/22/20  1/23/20  \\\n",
+       "0            NaN    Afghanistan  33.93911  67.709953        0        0   \n",
+       "1            NaN        Albania  41.15330  20.168300        0        0   \n",
+       "2            NaN        Algeria  28.03390   1.659600        0        0   \n",
+       "3            NaN        Andorra  42.50630   1.521800        0        0   \n",
+       "4            NaN         Angola -11.20270  17.873900        0        0   \n",
        "\n",
-       "       8/2/21    8/3/21    8/4/21    8/5/21    8/6/21    8/7/21    8/8/21  \\\n",
-       "0      147985    148572    148933    149361    149810    149810    149810   \n",
-       "1      133146    133211    133310    133442    133591    133730    133912   \n",
-       "2      173922    175229    176724    178013    179216    180356    181376   \n",
-       "3       14747     14766     14797     14809     14836     14836     14836   \n",
-       "4       42970     43070     43158     43269     43487     43592     43662   \n",
-       "5        1303      1303      1311      1320      1328      1328      1338   \n",
-       "6     4947030   4961880   4975616   4989402   5002951   5012754   5018895   \n",
-       "7      230476    230713    230993    231322    231625    231923    232157   \n",
-       "16     659872    660262    660854    661359    661922    662529    663082   \n",
-       "17     344951    345882    346878    348074    349316    350605    351825   \n",
-       "18      14840     15011     15124     15191     15419     15419     15537   \n",
-       "19     269401    269495    269617    269737    269848    269949    270060   \n",
-       "20    1280317   1296093   1309910   1322654   1335260   1343396   1353695   \n",
-       "21       4417      4422      4433      4443      4455      4455      4471   \n",
-       "22     447754    448335    449302    450445    451740    452953    453932   \n",
-       "23    1129018   1130758   1132934   1134907   1136726   1136726   1136726   \n",
-       "24      14163     14284     14331     14382     14438     14438     14438   \n",
-       "25       8394      8394      8608      8608      8608      8608      8608   \n",
-       "26       2524      2532      2540      2543      2544      2544      2544   \n",
-       "27     474538    475265    476097    476795    476795    477262    477696   \n",
-       "28     205785    205825    205949    206031    206106    206106    206106   \n",
-       "29     115220    115220    115220    122574    122574    122574    122574   \n",
-       "30   19953501  19985817  20026533  20066587  20108746  20151779  20165672   \n",
-       "31        338       338       338       339       339       339       347   \n",
-       "32     425541    426003    426432    426932    427481    427873    428049   \n",
-       "33      13591     13591     13599     13599     13607     13610     13621   \n",
-       "34     306354    311067    315118    319250    322838    326489    329516   \n",
-       "35       7505      7518      7518      7714      8088      8088      8088   \n",
-       "36      33830     33858     33906     33941     33976     34010     34052   \n",
-       "37      78474     79051     79634     80225     80813     81335     81891   \n",
-       "..        ...       ...       ...       ...       ...       ...       ...   \n",
-       "238    313769    316219    318775    321429    324223    326043    329994   \n",
-       "239     37138     37138     37138     37138     37138     37138     37138   \n",
-       "240       281       281       299       327       387       409       409   \n",
-       "241     25439     25549     25614     25716     25853     25917     26002   \n",
-       "242   1100040   1101900   1102829   1103693   1104538   1104538   1104538   \n",
-       "243    719684    720743    721776    722801    723968    723968    723968   \n",
-       "244     26005     26026     26044     26059     26071     26081     26097   \n",
-       "245     15702     15721     15742     15753     15765     15775     15782   \n",
-       "246     15219     15293     15364     15440     15513     15583     15651   \n",
-       "247      1017      1017      1017      1017      1017      1017      1017   \n",
-       "248    633284    652185    672385    693305    714684    736522    756505   \n",
-       "249     10982     11100     11145     11225     11386     11475     11529   \n",
-       "250     15924     16053     16232     16232     16559     16728     16874   \n",
-       "251     39039     39162     39345     39577     39577     40104     40233   \n",
-       "252    596775    596775    602757    602757    605205    608114    610660   \n",
-       "253   5770833   5795665   5822487   5846784   5870741   5895841   5895841   \n",
-       "254  35131393  35237950  35330664  35440488  35695469  35739551  35763785   \n",
-       "255     94425     94537     94739     94904     95226     95474     95723   \n",
-       "256   2335237   2336603   2338123   2339731   2341399   2343046   2344260   \n",
-       "257    683914    685462    686981    688489    690009    691554    692964   \n",
-       "269   5902354   5923820   5952756   5982581   6014023   6042252   6069362   \n",
-       "270    381715    381853    381994    382155    382295    382360    382506   \n",
-       "271    131079    131978    132901    133852    134826    135738    136635   \n",
-       "272         4         4         4         4         4         4         4   \n",
-       "273    307570    308452    309218    309981    310960    312115    312115   \n",
-       "274    157507    174461    181756    189066    193381    205656    215560   \n",
-       "275    317083    317264    317404    317534    317703    317703    317999   \n",
-       "276      7081      7086      7096      7104      7131      7131      7165   \n",
-       "277    196490    197123    197791    198455    199135    199662    200049   \n",
-       "278    110855    112435    113526    114489    115445    115890    116327   \n",
+       "   1/24/20  1/25/20  1/26/20  1/27/20   ...     8/1/21  8/2/21  8/3/21  \\\n",
+       "0        0        0        0        0   ...     146523  147985  148572   \n",
+       "1        0        0        0        0   ...     133121  133146  133211   \n",
+       "2        0        0        0        0   ...     172564  173922  175229   \n",
+       "3        0        0        0        0   ...      14678   14747   14766   \n",
+       "4        0        0        0        0   ...      42815   42970   43070   \n",
        "\n",
-       "       8/9/21   8/10/21  \n",
-       "0      150778    151013  \n",
-       "1      133981    134201  \n",
-       "2      182368    183347  \n",
-       "3       14836     14873  \n",
-       "4       43747     43890  \n",
-       "5        1348      1348  \n",
-       "6     5029075   5041487  \n",
-       "7      232297    232610  \n",
-       "16     663532    664133  \n",
-       "17     352926    354662  \n",
-       "18      15794     15915  \n",
-       "19     270161    270290  \n",
-       "20    1365158   1376322  \n",
-       "21       4480      4485  \n",
-       "22     454674    455281  \n",
-       "23    1141379   1143127  \n",
-       "24      14499     14578  \n",
-       "25       8608      9065  \n",
-       "26       2546      2550  \n",
-       "27     478671    478671  \n",
-       "28     206317    206476  \n",
-       "29     130771    130771  \n",
-       "30   20177757  20212642  \n",
-       "31        406       440  \n",
-       "32     428823    429628  \n",
-       "33      13625     13626  \n",
-       "34     333127    337561  \n",
-       "35       8800      8800  \n",
-       "36      34078     34112  \n",
-       "37      82399     82898  \n",
-       "..        ...       ...  \n",
-       "238    332947    335851  \n",
-       "239     37138     37528  \n",
-       "240       436       511  \n",
-       "241     26046     26103  \n",
-       "242   1104538   1106821  \n",
-       "243    727113    729024  \n",
-       "244     26116     26136  \n",
-       "245     15790     15798  \n",
-       "246     15720     15792  \n",
-       "247      1017      1367  \n",
-       "248    776108    795951  \n",
-       "249     11579     11717  \n",
-       "250     16946     17104  \n",
-       "251     40361     40574  \n",
-       "252    613628    613628  \n",
-       "253   5942241   5968838  \n",
-       "254  35948131  36055002  \n",
-       "255     95875     95955  \n",
-       "256   2345166   2346560  \n",
-       "257    694285    695619  \n",
-       "269   6094243   6117540  \n",
-       "270    382607    382721  \n",
-       "271    137491    138382  \n",
-       "272         4         4  \n",
-       "273    312931    314480  \n",
-       "274    224894    232937  \n",
-       "275    317999    318181  \n",
-       "276      7187      7198  \n",
-       "277    200201    200830  \n",
-       "278    116853    117258  \n",
+       "   8/4/21  8/5/21  8/6/21  8/7/21  8/8/21  8/9/21  8/10/21  \n",
+       "0  148933  149361  149810  149810  149810  150778   151013  \n",
+       "1  133310  133442  133591  133730  133912  133981   134201  \n",
+       "2  176724  178013  179216  180356  181376  182368   183347  \n",
+       "3   14797   14809   14836   14836   14836   14836    14873  \n",
+       "4   43158   43269   43487   43592   43662   43747    43890  \n",
        "\n",
-       "[194 rows x 571 columns]"
+       "[5 rows x 571 columns]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "raw_data[raw_data.isnull().any(axis=1)]"
+    "raw_data[raw_data.isnull().any(axis=1)].head()"
    ]
   },
   {
-- 
2.18.1