diff --git a/module3/exo3/exercice.ipynb b/module3/exo3/exercice.ipynb
index 7f39a695e32f3df026ac1962028b9d9eefa54459..62b4c101d715931da1915870c16ab396e0be7e25 100644
--- a/module3/exo3/exercice.ipynb
+++ b/module3/exo3/exercice.ipynb
@@ -81,6 +81,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
        "      <th>Province/State</th>\n",
        "      <th>Country/Region</th>\n",
        "      <th>Lat</th>\n",
@@ -90,7 +91,6 @@
        "      <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>5/30/20</th>\n",
        "      <th>5/31/20</th>\n",
@@ -107,6 +107,7 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
+       "      <td>0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Afghanistan</td>\n",
        "      <td>33.000000</td>\n",
@@ -116,7 +117,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>14525</td>\n",
        "      <td>15205</td>\n",
@@ -131,6 +131,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
+       "      <td>1</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Albania</td>\n",
        "      <td>41.153300</td>\n",
@@ -140,7 +141,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>1122</td>\n",
        "      <td>1137</td>\n",
@@ -155,6 +155,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
+       "      <td>2</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Algeria</td>\n",
        "      <td>28.033900</td>\n",
@@ -164,7 +165,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>9267</td>\n",
        "      <td>9394</td>\n",
@@ -179,6 +179,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
+       "      <td>3</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Andorra</td>\n",
        "      <td>42.506300</td>\n",
@@ -188,7 +189,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>764</td>\n",
        "      <td>764</td>\n",
@@ -203,6 +203,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
+       "      <td>4</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Angola</td>\n",
        "      <td>-11.202700</td>\n",
@@ -212,7 +213,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>84</td>\n",
        "      <td>86</td>\n",
@@ -227,6 +227,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
+       "      <td>5</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Antigua and Barbuda</td>\n",
        "      <td>17.060800</td>\n",
@@ -236,7 +237,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>25</td>\n",
        "      <td>26</td>\n",
@@ -251,6 +251,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
+       "      <td>6</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Argentina</td>\n",
        "      <td>-38.416100</td>\n",
@@ -260,7 +261,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>16214</td>\n",
        "      <td>16851</td>\n",
@@ -275,6 +275,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
+       "      <td>7</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Armenia</td>\n",
        "      <td>40.069100</td>\n",
@@ -284,7 +285,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>8927</td>\n",
        "      <td>9282</td>\n",
@@ -299,6 +299,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
+       "      <td>8</td>\n",
        "      <td>Australian Capital Territory</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-35.473500</td>\n",
@@ -308,7 +309,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>107</td>\n",
        "      <td>107</td>\n",
@@ -323,6 +323,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
+       "      <td>9</td>\n",
        "      <td>New South Wales</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-33.868800</td>\n",
@@ -332,7 +333,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>3</td>\n",
-       "      <td>4</td>\n",
        "      <td>...</td>\n",
        "      <td>3095</td>\n",
        "      <td>3098</td>\n",
@@ -347,6 +347,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
+       "      <td>10</td>\n",
        "      <td>Northern Territory</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-12.463400</td>\n",
@@ -356,7 +357,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>29</td>\n",
        "      <td>29</td>\n",
@@ -371,6 +371,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
+       "      <td>11</td>\n",
        "      <td>Queensland</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-28.016700</td>\n",
@@ -380,7 +381,6 @@
        "      <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",
@@ -395,6 +395,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
+       "      <td>12</td>\n",
        "      <td>South Australia</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-34.928500</td>\n",
@@ -404,7 +405,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>440</td>\n",
        "      <td>440</td>\n",
@@ -419,6 +419,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
+       "      <td>13</td>\n",
        "      <td>Tasmania</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-41.454500</td>\n",
@@ -428,7 +429,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>228</td>\n",
        "      <td>228</td>\n",
@@ -443,6 +443,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
+       "      <td>14</td>\n",
        "      <td>Victoria</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-37.813600</td>\n",
@@ -452,7 +453,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>...</td>\n",
        "      <td>1649</td>\n",
        "      <td>1653</td>\n",
@@ -467,6 +467,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
+       "      <td>15</td>\n",
        "      <td>Western Australia</td>\n",
        "      <td>Australia</td>\n",
        "      <td>-31.950500</td>\n",
@@ -476,7 +477,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>586</td>\n",
        "      <td>589</td>\n",
@@ -491,6 +491,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
+       "      <td>16</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Austria</td>\n",
        "      <td>47.516200</td>\n",
@@ -500,7 +501,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>16685</td>\n",
        "      <td>16731</td>\n",
@@ -515,6 +515,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
+       "      <td>17</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Azerbaijan</td>\n",
        "      <td>40.143100</td>\n",
@@ -524,7 +525,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>5246</td>\n",
        "      <td>5494</td>\n",
@@ -539,6 +539,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
+       "      <td>18</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bahamas</td>\n",
        "      <td>25.034300</td>\n",
@@ -548,7 +549,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>102</td>\n",
        "      <td>102</td>\n",
@@ -563,6 +563,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
+       "      <td>19</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bahrain</td>\n",
        "      <td>26.027500</td>\n",
@@ -572,7 +573,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>10793</td>\n",
        "      <td>11398</td>\n",
@@ -587,6 +587,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
+       "      <td>20</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bangladesh</td>\n",
        "      <td>23.685000</td>\n",
@@ -596,7 +597,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>44608</td>\n",
        "      <td>47153</td>\n",
@@ -611,6 +611,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
+       "      <td>21</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Barbados</td>\n",
        "      <td>13.193900</td>\n",
@@ -620,7 +621,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>92</td>\n",
        "      <td>92</td>\n",
@@ -635,6 +635,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
+       "      <td>22</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Belarus</td>\n",
        "      <td>53.709800</td>\n",
@@ -644,7 +645,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>41658</td>\n",
        "      <td>42556</td>\n",
@@ -659,6 +659,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
+       "      <td>23</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Belgium</td>\n",
        "      <td>50.833300</td>\n",
@@ -668,7 +669,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>58186</td>\n",
        "      <td>58381</td>\n",
@@ -683,6 +683,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
+       "      <td>24</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Benin</td>\n",
        "      <td>9.307700</td>\n",
@@ -692,7 +693,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>224</td>\n",
        "      <td>232</td>\n",
@@ -707,6 +707,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
+       "      <td>25</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bhutan</td>\n",
        "      <td>27.514200</td>\n",
@@ -716,7 +717,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>33</td>\n",
        "      <td>43</td>\n",
@@ -731,6 +731,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
+       "      <td>26</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bolivia</td>\n",
        "      <td>-16.290200</td>\n",
@@ -740,7 +741,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>9592</td>\n",
        "      <td>9982</td>\n",
@@ -755,6 +755,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
+       "      <td>27</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Bosnia and Herzegovina</td>\n",
        "      <td>43.915900</td>\n",
@@ -764,7 +765,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>2494</td>\n",
        "      <td>2510</td>\n",
@@ -779,6 +779,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
+       "      <td>28</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Brazil</td>\n",
        "      <td>-14.235000</td>\n",
@@ -788,7 +789,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>498440</td>\n",
        "      <td>514849</td>\n",
@@ -803,6 +803,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
+       "      <td>29</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Brunei</td>\n",
        "      <td>4.535300</td>\n",
@@ -812,7 +813,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>141</td>\n",
        "      <td>141</td>\n",
@@ -851,6 +851,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>236</th>\n",
+       "      <td>236</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Timor-Leste</td>\n",
        "      <td>-8.874217</td>\n",
@@ -860,7 +861,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>24</td>\n",
        "      <td>24</td>\n",
@@ -875,6 +875,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>237</th>\n",
+       "      <td>237</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Belize</td>\n",
        "      <td>13.193900</td>\n",
@@ -884,7 +885,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>18</td>\n",
        "      <td>18</td>\n",
@@ -899,6 +899,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>238</th>\n",
+       "      <td>238</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Laos</td>\n",
        "      <td>19.856270</td>\n",
@@ -908,7 +909,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>19</td>\n",
        "      <td>19</td>\n",
@@ -923,6 +923,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>239</th>\n",
+       "      <td>239</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Libya</td>\n",
        "      <td>26.335100</td>\n",
@@ -932,7 +933,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>130</td>\n",
        "      <td>156</td>\n",
@@ -947,6 +947,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>240</th>\n",
+       "      <td>240</td>\n",
        "      <td>NaN</td>\n",
        "      <td>West Bank and Gaza</td>\n",
        "      <td>31.952200</td>\n",
@@ -956,7 +957,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>447</td>\n",
        "      <td>448</td>\n",
@@ -971,6 +971,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>241</th>\n",
+       "      <td>241</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Guinea-Bissau</td>\n",
        "      <td>11.803700</td>\n",
@@ -980,7 +981,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>1256</td>\n",
        "      <td>1256</td>\n",
@@ -995,6 +995,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>242</th>\n",
+       "      <td>242</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Mali</td>\n",
        "      <td>17.570692</td>\n",
@@ -1004,7 +1005,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>1250</td>\n",
        "      <td>1265</td>\n",
@@ -1019,6 +1019,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>243</th>\n",
+       "      <td>243</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Saint Kitts and Nevis</td>\n",
        "      <td>17.357822</td>\n",
@@ -1028,7 +1029,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>15</td>\n",
        "      <td>15</td>\n",
@@ -1043,6 +1043,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>244</th>\n",
+       "      <td>244</td>\n",
        "      <td>Northwest Territories</td>\n",
        "      <td>Canada</td>\n",
        "      <td>64.825500</td>\n",
@@ -1052,7 +1053,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>5</td>\n",
        "      <td>5</td>\n",
@@ -1067,6 +1067,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>245</th>\n",
+       "      <td>245</td>\n",
        "      <td>Yukon</td>\n",
        "      <td>Canada</td>\n",
        "      <td>64.282300</td>\n",
@@ -1076,7 +1077,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>11</td>\n",
        "      <td>11</td>\n",
@@ -1091,6 +1091,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>246</th>\n",
+       "      <td>246</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Kosovo</td>\n",
        "      <td>42.602636</td>\n",
@@ -1100,7 +1101,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>1064</td>\n",
        "      <td>1064</td>\n",
@@ -1115,6 +1115,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>247</th>\n",
+       "      <td>247</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Burma</td>\n",
        "      <td>21.916200</td>\n",
@@ -1124,7 +1125,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>224</td>\n",
        "      <td>224</td>\n",
@@ -1139,6 +1139,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>248</th>\n",
+       "      <td>248</td>\n",
        "      <td>Anguilla</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>18.220600</td>\n",
@@ -1148,7 +1149,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
@@ -1163,6 +1163,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>249</th>\n",
+       "      <td>249</td>\n",
        "      <td>British Virgin Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>18.420700</td>\n",
@@ -1172,7 +1173,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>8</td>\n",
        "      <td>8</td>\n",
@@ -1187,6 +1187,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>250</th>\n",
+       "      <td>250</td>\n",
        "      <td>Turks and Caicos Islands</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>21.694000</td>\n",
@@ -1196,7 +1197,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>12</td>\n",
        "      <td>12</td>\n",
@@ -1211,6 +1211,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>251</th>\n",
+       "      <td>251</td>\n",
        "      <td>NaN</td>\n",
        "      <td>MS Zaandam</td>\n",
        "      <td>0.000000</td>\n",
@@ -1220,7 +1221,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>9</td>\n",
        "      <td>9</td>\n",
@@ -1235,6 +1235,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>252</th>\n",
+       "      <td>252</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Botswana</td>\n",
        "      <td>-22.328500</td>\n",
@@ -1244,7 +1245,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>35</td>\n",
        "      <td>35</td>\n",
@@ -1259,6 +1259,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>253</th>\n",
+       "      <td>253</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Burundi</td>\n",
        "      <td>-3.373100</td>\n",
@@ -1268,7 +1269,6 @@
        "      <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",
@@ -1283,6 +1283,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>254</th>\n",
+       "      <td>254</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Sierra Leone</td>\n",
        "      <td>8.460555</td>\n",
@@ -1292,7 +1293,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>852</td>\n",
        "      <td>861</td>\n",
@@ -1307,6 +1307,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>255</th>\n",
+       "      <td>255</td>\n",
        "      <td>Bonaire, Sint Eustatius and Saba</td>\n",
        "      <td>Netherlands</td>\n",
        "      <td>12.178400</td>\n",
@@ -1316,7 +1317,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>6</td>\n",
        "      <td>6</td>\n",
@@ -1331,6 +1331,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>256</th>\n",
+       "      <td>256</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Malawi</td>\n",
        "      <td>-13.254308</td>\n",
@@ -1340,7 +1341,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>279</td>\n",
        "      <td>284</td>\n",
@@ -1355,6 +1355,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>257</th>\n",
+       "      <td>257</td>\n",
        "      <td>Falkland Islands (Malvinas)</td>\n",
        "      <td>United Kingdom</td>\n",
        "      <td>-51.796300</td>\n",
@@ -1364,7 +1365,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>13</td>\n",
        "      <td>13</td>\n",
@@ -1379,6 +1379,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>258</th>\n",
+       "      <td>258</td>\n",
        "      <td>Saint Pierre and Miquelon</td>\n",
        "      <td>France</td>\n",
        "      <td>46.885200</td>\n",
@@ -1388,7 +1389,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>1</td>\n",
        "      <td>1</td>\n",
@@ -1403,6 +1403,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>259</th>\n",
+       "      <td>259</td>\n",
        "      <td>NaN</td>\n",
        "      <td>South Sudan</td>\n",
        "      <td>6.877000</td>\n",
@@ -1412,7 +1413,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>994</td>\n",
        "      <td>994</td>\n",
@@ -1427,6 +1427,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>260</th>\n",
+       "      <td>260</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Western Sahara</td>\n",
        "      <td>24.215500</td>\n",
@@ -1436,7 +1437,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>9</td>\n",
        "      <td>9</td>\n",
@@ -1451,6 +1451,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>261</th>\n",
+       "      <td>261</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Sao Tome and Principe</td>\n",
        "      <td>0.186360</td>\n",
@@ -1460,7 +1461,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>479</td>\n",
        "      <td>483</td>\n",
@@ -1475,6 +1475,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>262</th>\n",
+       "      <td>262</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Yemen</td>\n",
        "      <td>15.552727</td>\n",
@@ -1484,7 +1485,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>310</td>\n",
        "      <td>323</td>\n",
@@ -1499,6 +1499,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>263</th>\n",
+       "      <td>263</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Comoros</td>\n",
        "      <td>-11.645500</td>\n",
@@ -1508,7 +1509,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>106</td>\n",
        "      <td>106</td>\n",
@@ -1523,6 +1523,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>264</th>\n",
+       "      <td>264</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Tajikistan</td>\n",
        "      <td>38.861034</td>\n",
@@ -1532,7 +1533,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>3807</td>\n",
        "      <td>3930</td>\n",
@@ -1547,6 +1547,7 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>265</th>\n",
+       "      <td>265</td>\n",
        "      <td>NaN</td>\n",
        "      <td>Lesotho</td>\n",
        "      <td>-29.609988</td>\n",
@@ -1556,7 +1557,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>...</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
@@ -1571,263 +1571,263 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>266 rows × 143 columns</p>\n",
+       "<p>266 rows × 144 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "                       Province/State          Country/Region        Lat  \\\n",
-       "0                                 NaN             Afghanistan  33.000000   \n",
-       "1                                 NaN                 Albania  41.153300   \n",
-       "2                                 NaN                 Algeria  28.033900   \n",
-       "3                                 NaN                 Andorra  42.506300   \n",
-       "4                                 NaN                  Angola -11.202700   \n",
-       "5                                 NaN     Antigua and Barbuda  17.060800   \n",
-       "6                                 NaN               Argentina -38.416100   \n",
-       "7                                 NaN                 Armenia  40.069100   \n",
-       "8        Australian Capital Territory               Australia -35.473500   \n",
-       "9                     New South Wales               Australia -33.868800   \n",
-       "10                 Northern Territory               Australia -12.463400   \n",
-       "11                         Queensland               Australia -28.016700   \n",
-       "12                    South Australia               Australia -34.928500   \n",
-       "13                           Tasmania               Australia -41.454500   \n",
-       "14                           Victoria               Australia -37.813600   \n",
-       "15                  Western Australia               Australia -31.950500   \n",
-       "16                                NaN                 Austria  47.516200   \n",
-       "17                                NaN              Azerbaijan  40.143100   \n",
-       "18                                NaN                 Bahamas  25.034300   \n",
-       "19                                NaN                 Bahrain  26.027500   \n",
-       "20                                NaN              Bangladesh  23.685000   \n",
-       "21                                NaN                Barbados  13.193900   \n",
-       "22                                NaN                 Belarus  53.709800   \n",
-       "23                                NaN                 Belgium  50.833300   \n",
-       "24                                NaN                   Benin   9.307700   \n",
-       "25                                NaN                  Bhutan  27.514200   \n",
-       "26                                NaN                 Bolivia -16.290200   \n",
-       "27                                NaN  Bosnia and Herzegovina  43.915900   \n",
-       "28                                NaN                  Brazil -14.235000   \n",
-       "29                                NaN                  Brunei   4.535300   \n",
-       "..                                ...                     ...        ...   \n",
-       "236                               NaN             Timor-Leste  -8.874217   \n",
-       "237                               NaN                  Belize  13.193900   \n",
-       "238                               NaN                    Laos  19.856270   \n",
-       "239                               NaN                   Libya  26.335100   \n",
-       "240                               NaN      West Bank and Gaza  31.952200   \n",
-       "241                               NaN           Guinea-Bissau  11.803700   \n",
-       "242                               NaN                    Mali  17.570692   \n",
-       "243                               NaN   Saint Kitts and Nevis  17.357822   \n",
-       "244             Northwest Territories                  Canada  64.825500   \n",
-       "245                             Yukon                  Canada  64.282300   \n",
-       "246                               NaN                  Kosovo  42.602636   \n",
-       "247                               NaN                   Burma  21.916200   \n",
-       "248                          Anguilla          United Kingdom  18.220600   \n",
-       "249            British Virgin Islands          United Kingdom  18.420700   \n",
-       "250          Turks and Caicos Islands          United Kingdom  21.694000   \n",
-       "251                               NaN              MS Zaandam   0.000000   \n",
-       "252                               NaN                Botswana -22.328500   \n",
-       "253                               NaN                 Burundi  -3.373100   \n",
-       "254                               NaN            Sierra Leone   8.460555   \n",
-       "255  Bonaire, Sint Eustatius and Saba             Netherlands  12.178400   \n",
-       "256                               NaN                  Malawi -13.254308   \n",
-       "257       Falkland Islands (Malvinas)          United Kingdom -51.796300   \n",
-       "258         Saint Pierre and Miquelon                  France  46.885200   \n",
-       "259                               NaN             South Sudan   6.877000   \n",
-       "260                               NaN          Western Sahara  24.215500   \n",
-       "261                               NaN   Sao Tome and Principe   0.186360   \n",
-       "262                               NaN                   Yemen  15.552727   \n",
-       "263                               NaN                 Comoros -11.645500   \n",
-       "264                               NaN              Tajikistan  38.861034   \n",
-       "265                               NaN                 Lesotho -29.609988   \n",
+       "     Unnamed: 0                    Province/State          Country/Region  \\\n",
+       "0             0                               NaN             Afghanistan   \n",
+       "1             1                               NaN                 Albania   \n",
+       "2             2                               NaN                 Algeria   \n",
+       "3             3                               NaN                 Andorra   \n",
+       "4             4                               NaN                  Angola   \n",
+       "5             5                               NaN     Antigua and Barbuda   \n",
+       "6             6                               NaN               Argentina   \n",
+       "7             7                               NaN                 Armenia   \n",
+       "8             8      Australian Capital Territory               Australia   \n",
+       "9             9                   New South Wales               Australia   \n",
+       "10           10                Northern Territory               Australia   \n",
+       "11           11                        Queensland               Australia   \n",
+       "12           12                   South Australia               Australia   \n",
+       "13           13                          Tasmania               Australia   \n",
+       "14           14                          Victoria               Australia   \n",
+       "15           15                 Western Australia               Australia   \n",
+       "16           16                               NaN                 Austria   \n",
+       "17           17                               NaN              Azerbaijan   \n",
+       "18           18                               NaN                 Bahamas   \n",
+       "19           19                               NaN                 Bahrain   \n",
+       "20           20                               NaN              Bangladesh   \n",
+       "21           21                               NaN                Barbados   \n",
+       "22           22                               NaN                 Belarus   \n",
+       "23           23                               NaN                 Belgium   \n",
+       "24           24                               NaN                   Benin   \n",
+       "25           25                               NaN                  Bhutan   \n",
+       "26           26                               NaN                 Bolivia   \n",
+       "27           27                               NaN  Bosnia and Herzegovina   \n",
+       "28           28                               NaN                  Brazil   \n",
+       "29           29                               NaN                  Brunei   \n",
+       "..          ...                               ...                     ...   \n",
+       "236         236                               NaN             Timor-Leste   \n",
+       "237         237                               NaN                  Belize   \n",
+       "238         238                               NaN                    Laos   \n",
+       "239         239                               NaN                   Libya   \n",
+       "240         240                               NaN      West Bank and Gaza   \n",
+       "241         241                               NaN           Guinea-Bissau   \n",
+       "242         242                               NaN                    Mali   \n",
+       "243         243                               NaN   Saint Kitts and Nevis   \n",
+       "244         244             Northwest Territories                  Canada   \n",
+       "245         245                             Yukon                  Canada   \n",
+       "246         246                               NaN                  Kosovo   \n",
+       "247         247                               NaN                   Burma   \n",
+       "248         248                          Anguilla          United Kingdom   \n",
+       "249         249            British Virgin Islands          United Kingdom   \n",
+       "250         250          Turks and Caicos Islands          United Kingdom   \n",
+       "251         251                               NaN              MS Zaandam   \n",
+       "252         252                               NaN                Botswana   \n",
+       "253         253                               NaN                 Burundi   \n",
+       "254         254                               NaN            Sierra Leone   \n",
+       "255         255  Bonaire, Sint Eustatius and Saba             Netherlands   \n",
+       "256         256                               NaN                  Malawi   \n",
+       "257         257       Falkland Islands (Malvinas)          United Kingdom   \n",
+       "258         258         Saint Pierre and Miquelon                  France   \n",
+       "259         259                               NaN             South Sudan   \n",
+       "260         260                               NaN          Western Sahara   \n",
+       "261         261                               NaN   Sao Tome and Principe   \n",
+       "262         262                               NaN                   Yemen   \n",
+       "263         263                               NaN                 Comoros   \n",
+       "264         264                               NaN              Tajikistan   \n",
+       "265         265                               NaN                 Lesotho   \n",
        "\n",
-       "           Long  1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  1/27/20   ...    \\\n",
-       "0     65.000000        0        0        0        0        0        0   ...     \n",
-       "1     20.168300        0        0        0        0        0        0   ...     \n",
-       "2      1.659600        0        0        0        0        0        0   ...     \n",
-       "3      1.521800        0        0        0        0        0        0   ...     \n",
-       "4     17.873900        0        0        0        0        0        0   ...     \n",
-       "5    -61.796400        0        0        0        0        0        0   ...     \n",
-       "6    -63.616700        0        0        0        0        0        0   ...     \n",
-       "7     45.038200        0        0        0        0        0        0   ...     \n",
-       "8    149.012400        0        0        0        0        0        0   ...     \n",
-       "9    151.209300        0        0        0        0        3        4   ...     \n",
-       "10   130.845600        0        0        0        0        0        0   ...     \n",
-       "11   153.400000        0        0        0        0        0        0   ...     \n",
-       "12   138.600700        0        0        0        0        0        0   ...     \n",
-       "13   145.970700        0        0        0        0        0        0   ...     \n",
-       "14   144.963100        0        0        0        0        1        1   ...     \n",
-       "15   115.860500        0        0        0        0        0        0   ...     \n",
-       "16    14.550100        0        0        0        0        0        0   ...     \n",
-       "17    47.576900        0        0        0        0        0        0   ...     \n",
-       "18   -77.396300        0        0        0        0        0        0   ...     \n",
-       "19    50.550000        0        0        0        0        0        0   ...     \n",
-       "20    90.356300        0        0        0        0        0        0   ...     \n",
-       "21   -59.543200        0        0        0        0        0        0   ...     \n",
-       "22    27.953400        0        0        0        0        0        0   ...     \n",
-       "23     4.000000        0        0        0        0        0        0   ...     \n",
-       "24     2.315800        0        0        0        0        0        0   ...     \n",
-       "25    90.433600        0        0        0        0        0        0   ...     \n",
-       "26   -63.588700        0        0        0        0        0        0   ...     \n",
-       "27    17.679100        0        0        0        0        0        0   ...     \n",
-       "28   -51.925300        0        0        0        0        0        0   ...     \n",
-       "29   114.727700        0        0        0        0        0        0   ...     \n",
-       "..          ...      ...      ...      ...      ...      ...      ...   ...     \n",
-       "236  125.727539        0        0        0        0        0        0   ...     \n",
-       "237  -59.543200        0        0        0        0        0        0   ...     \n",
-       "238  102.495496        0        0        0        0        0        0   ...     \n",
-       "239   17.228331        0        0        0        0        0        0   ...     \n",
-       "240   35.233200        0        0        0        0        0        0   ...     \n",
-       "241  -15.180400        0        0        0        0        0        0   ...     \n",
-       "242   -3.996166        0        0        0        0        0        0   ...     \n",
-       "243  -62.782998        0        0        0        0        0        0   ...     \n",
-       "244 -124.845700        0        0        0        0        0        0   ...     \n",
-       "245 -135.000000        0        0        0        0        0        0   ...     \n",
-       "246   20.902977        0        0        0        0        0        0   ...     \n",
-       "247   95.956000        0        0        0        0        0        0   ...     \n",
-       "248  -63.068600        0        0        0        0        0        0   ...     \n",
-       "249  -64.640000        0        0        0        0        0        0   ...     \n",
-       "250  -71.797900        0        0        0        0        0        0   ...     \n",
-       "251    0.000000        0        0        0        0        0        0   ...     \n",
-       "252   24.684900        0        0        0        0        0        0   ...     \n",
-       "253   29.918900        0        0        0        0        0        0   ...     \n",
-       "254  -11.779889        0        0        0        0        0        0   ...     \n",
-       "255  -68.238500        0        0        0        0        0        0   ...     \n",
-       "256   34.301525        0        0        0        0        0        0   ...     \n",
-       "257  -59.523600        0        0        0        0        0        0   ...     \n",
-       "258  -56.315900        0        0        0        0        0        0   ...     \n",
-       "259   31.307000        0        0        0        0        0        0   ...     \n",
-       "260  -12.885800        0        0        0        0        0        0   ...     \n",
-       "261    6.613081        0        0        0        0        0        0   ...     \n",
-       "262   48.516388        0        0        0        0        0        0   ...     \n",
-       "263   43.333300        0        0        0        0        0        0   ...     \n",
-       "264   71.276093        0        0        0        0        0        0   ...     \n",
-       "265   28.233608        0        0        0        0        0        0   ...     \n",
+       "           Lat        Long  1/22/20  1/23/20  1/24/20  1/25/20  1/26/20  \\\n",
+       "0    33.000000   65.000000        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  -28.016700  153.400000        0        0        0        0        0   \n",
+       "12  -34.928500  138.600700        0        0        0        0        0   \n",
+       "13  -41.454500  145.970700        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   25.034300  -77.396300        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    4.000000        0        0        0        0        0   \n",
+       "24    9.307700    2.315800        0        0        0        0        0   \n",
+       "25   27.514200   90.433600        0        0        0        0        0   \n",
+       "26  -16.290200  -63.588700        0        0        0        0        0   \n",
+       "27   43.915900   17.679100        0        0        0        0        0   \n",
+       "28  -14.235000  -51.925300        0        0        0        0        0   \n",
+       "29    4.535300  114.727700        0        0        0        0        0   \n",
+       "..         ...         ...      ...      ...      ...      ...      ...   \n",
+       "236  -8.874217  125.727539        0        0        0        0        0   \n",
+       "237  13.193900  -59.543200        0        0        0        0        0   \n",
+       "238  19.856270  102.495496        0        0        0        0        0   \n",
+       "239  26.335100   17.228331        0        0        0        0        0   \n",
+       "240  31.952200   35.233200        0        0        0        0        0   \n",
+       "241  11.803700  -15.180400        0        0        0        0        0   \n",
+       "242  17.570692   -3.996166        0        0        0        0        0   \n",
+       "243  17.357822  -62.782998        0        0        0        0        0   \n",
+       "244  64.825500 -124.845700        0        0        0        0        0   \n",
+       "245  64.282300 -135.000000        0        0        0        0        0   \n",
+       "246  42.602636   20.902977        0        0        0        0        0   \n",
+       "247  21.916200   95.956000        0        0        0        0        0   \n",
+       "248  18.220600  -63.068600        0        0        0        0        0   \n",
+       "249  18.420700  -64.640000        0        0        0        0        0   \n",
+       "250  21.694000  -71.797900        0        0        0        0        0   \n",
+       "251   0.000000    0.000000        0        0        0        0        0   \n",
+       "252 -22.328500   24.684900        0        0        0        0        0   \n",
+       "253  -3.373100   29.918900        0        0        0        0        0   \n",
+       "254   8.460555  -11.779889        0        0        0        0        0   \n",
+       "255  12.178400  -68.238500        0        0        0        0        0   \n",
+       "256 -13.254308   34.301525        0        0        0        0        0   \n",
+       "257 -51.796300  -59.523600        0        0        0        0        0   \n",
+       "258  46.885200  -56.315900        0        0        0        0        0   \n",
+       "259   6.877000   31.307000        0        0        0        0        0   \n",
+       "260  24.215500  -12.885800        0        0        0        0        0   \n",
+       "261   0.186360    6.613081        0        0        0        0        0   \n",
+       "262  15.552727   48.516388        0        0        0        0        0   \n",
+       "263 -11.645500   43.333300        0        0        0        0        0   \n",
+       "264  38.861034   71.276093        0        0        0        0        0   \n",
+       "265 -29.609988   28.233608        0        0        0        0        0   \n",
        "\n",
-       "     5/30/20  5/31/20  6/1/20  6/2/20  6/3/20  6/4/20  6/5/20  6/6/20  6/7/20  \\\n",
-       "0      14525    15205   15750   16509   17267   18054   18969   19551   20342   \n",
-       "1       1122     1137    1143    1164    1184    1197    1212    1232    1246   \n",
-       "2       9267     9394    9513    9626    9733    9831    9935   10050   10154   \n",
-       "3        764      764     765     844     851     852     852     852     852   \n",
-       "4         84       86      86      86      86      86      86      88      91   \n",
-       "5         25       26      26      26      26      26      26      26      26   \n",
-       "6      16214    16851   17415   18319   19268   20197   21037   22020   22794   \n",
-       "7       8927     9282    9492   10009   10524   11221   11817   12364   13130   \n",
-       "8        107      107     107     107     107     107     107     108     108   \n",
-       "9       3095     3098    3104    3104    3106    3110    3110    3109    3112   \n",
-       "10        29       29      29      29      29      29      29      29      29   \n",
-       "11      1058     1058    1059    1059    1060    1060    1061    1061    1062   \n",
-       "12       440      440     440     440     440     440     440     440     440   \n",
-       "13       228      228     228     228     228     228     228     228     228   \n",
-       "14      1649     1653    1663    1670    1678    1681    1681    1685    1687   \n",
-       "15       586      589     591     592     592     592     596     599     599   \n",
-       "16     16685    16731   16733   16759   16771   16805   16843   16898   16902   \n",
-       "17      5246     5494    5662    5935    6260    6522    6860    7239    7553   \n",
-       "18       102      102     102     102     102     102     102     103     103   \n",
-       "19     10793    11398   11871   12311   12815   13296   13835   14383   14763   \n",
-       "20     44608    47153   49534   52445   55140   57563   60391   63026   65769   \n",
-       "21        92       92      92      92      92      92      92      92      92   \n",
-       "22     41658    42556   43403   44255   45116   45981   46868   47751   48630   \n",
-       "23     58186    58381   58517   58615   58685   58767   58907   59072   59226   \n",
-       "24       224      232     243     244     244     261     261     261     261   \n",
-       "25        33       43      43      47      47      47      48      48      59   \n",
-       "26      9592     9982   10531   10991   11638   12245   12728   13358   13643   \n",
-       "27      2494     2510    2524    2535    2551    2594    2606    2606    2606   \n",
-       "28    498440   514849  526447  555383  584016  614941  645771  672846  691758   \n",
-       "29       141      141     141     141     141     141     141     141     141   \n",
-       "..       ...      ...     ...     ...     ...     ...     ...     ...     ...   \n",
-       "236       24       24      24      24      24      24      24      24      24   \n",
-       "237       18       18      18      18      18      18      19      19      19   \n",
-       "238       19       19      19      19      19      19      19      19      19   \n",
-       "239      130      156     168     182     196     209     239     256     256   \n",
-       "240      447      448     449     451     457     464     464     464     472   \n",
-       "241     1256     1256    1339    1339    1339    1339    1368    1368    1368   \n",
-       "242     1250     1265    1315    1351    1386    1461    1485    1523    1533   \n",
-       "243       15       15      15      15      15      15      15      15      15   \n",
-       "244        5        5       5       5       5       5       5       5       5   \n",
-       "245       11       11      11      11      11      11      11      11      11   \n",
-       "246     1064     1064    1064    1064    1142    1142    1142    1142    1142   \n",
-       "247      224      224     228     232     233     236     236     240     242   \n",
-       "248        3        3       3       3       3       3       3       3       3   \n",
-       "249        8        8       8       8       8       8       8       8       8   \n",
-       "250       12       12      12      12      12      12      12      12      12   \n",
-       "251        9        9       9       9       9       9       9       9       9   \n",
-       "252       35       35      38      40      40      40      40      40      40   \n",
-       "253       63       63      63      63      63      63      63      83      83   \n",
-       "254      852      861     865     896     909     914     929     946     969   \n",
-       "255        6        6       7       7       7       7       7       7       7   \n",
-       "256      279      284     336     358     369     393     409     409     438   \n",
-       "257       13       13      13      13      13      13      13      13      13   \n",
-       "258        1        1       1       1       1       1       1       1       1   \n",
-       "259      994      994     994     994     994     994     994     994    1317   \n",
-       "260        9        9       9       9       9       9       9       9       9   \n",
-       "261      479      483     484     484     484     485     499     499     513   \n",
-       "262      310      323     354     399     419     453     469     482     484   \n",
-       "263      106      106     106     132     132     132     132     141     141   \n",
-       "264     3807     3930    4013    4100    4191    4289    4370    4453    4529   \n",
-       "265        2        2       2       2       4       4       4       4       4   \n",
+       "      ...    5/30/20  5/31/20  6/1/20  6/2/20  6/3/20  6/4/20  6/5/20  6/6/20  \\\n",
+       "0     ...      14525    15205   15750   16509   17267   18054   18969   19551   \n",
+       "1     ...       1122     1137    1143    1164    1184    1197    1212    1232   \n",
+       "2     ...       9267     9394    9513    9626    9733    9831    9935   10050   \n",
+       "3     ...        764      764     765     844     851     852     852     852   \n",
+       "4     ...         84       86      86      86      86      86      86      88   \n",
+       "5     ...         25       26      26      26      26      26      26      26   \n",
+       "6     ...      16214    16851   17415   18319   19268   20197   21037   22020   \n",
+       "7     ...       8927     9282    9492   10009   10524   11221   11817   12364   \n",
+       "8     ...        107      107     107     107     107     107     107     108   \n",
+       "9     ...       3095     3098    3104    3104    3106    3110    3110    3109   \n",
+       "10    ...         29       29      29      29      29      29      29      29   \n",
+       "11    ...       1058     1058    1059    1059    1060    1060    1061    1061   \n",
+       "12    ...        440      440     440     440     440     440     440     440   \n",
+       "13    ...        228      228     228     228     228     228     228     228   \n",
+       "14    ...       1649     1653    1663    1670    1678    1681    1681    1685   \n",
+       "15    ...        586      589     591     592     592     592     596     599   \n",
+       "16    ...      16685    16731   16733   16759   16771   16805   16843   16898   \n",
+       "17    ...       5246     5494    5662    5935    6260    6522    6860    7239   \n",
+       "18    ...        102      102     102     102     102     102     102     103   \n",
+       "19    ...      10793    11398   11871   12311   12815   13296   13835   14383   \n",
+       "20    ...      44608    47153   49534   52445   55140   57563   60391   63026   \n",
+       "21    ...         92       92      92      92      92      92      92      92   \n",
+       "22    ...      41658    42556   43403   44255   45116   45981   46868   47751   \n",
+       "23    ...      58186    58381   58517   58615   58685   58767   58907   59072   \n",
+       "24    ...        224      232     243     244     244     261     261     261   \n",
+       "25    ...         33       43      43      47      47      47      48      48   \n",
+       "26    ...       9592     9982   10531   10991   11638   12245   12728   13358   \n",
+       "27    ...       2494     2510    2524    2535    2551    2594    2606    2606   \n",
+       "28    ...     498440   514849  526447  555383  584016  614941  645771  672846   \n",
+       "29    ...        141      141     141     141     141     141     141     141   \n",
+       "..    ...        ...      ...     ...     ...     ...     ...     ...     ...   \n",
+       "236   ...         24       24      24      24      24      24      24      24   \n",
+       "237   ...         18       18      18      18      18      18      19      19   \n",
+       "238   ...         19       19      19      19      19      19      19      19   \n",
+       "239   ...        130      156     168     182     196     209     239     256   \n",
+       "240   ...        447      448     449     451     457     464     464     464   \n",
+       "241   ...       1256     1256    1339    1339    1339    1339    1368    1368   \n",
+       "242   ...       1250     1265    1315    1351    1386    1461    1485    1523   \n",
+       "243   ...         15       15      15      15      15      15      15      15   \n",
+       "244   ...          5        5       5       5       5       5       5       5   \n",
+       "245   ...         11       11      11      11      11      11      11      11   \n",
+       "246   ...       1064     1064    1064    1064    1142    1142    1142    1142   \n",
+       "247   ...        224      224     228     232     233     236     236     240   \n",
+       "248   ...          3        3       3       3       3       3       3       3   \n",
+       "249   ...          8        8       8       8       8       8       8       8   \n",
+       "250   ...         12       12      12      12      12      12      12      12   \n",
+       "251   ...          9        9       9       9       9       9       9       9   \n",
+       "252   ...         35       35      38      40      40      40      40      40   \n",
+       "253   ...         63       63      63      63      63      63      63      83   \n",
+       "254   ...        852      861     865     896     909     914     929     946   \n",
+       "255   ...          6        6       7       7       7       7       7       7   \n",
+       "256   ...        279      284     336     358     369     393     409     409   \n",
+       "257   ...         13       13      13      13      13      13      13      13   \n",
+       "258   ...          1        1       1       1       1       1       1       1   \n",
+       "259   ...        994      994     994     994     994     994     994     994   \n",
+       "260   ...          9        9       9       9       9       9       9       9   \n",
+       "261   ...        479      483     484     484     484     485     499     499   \n",
+       "262   ...        310      323     354     399     419     453     469     482   \n",
+       "263   ...        106      106     106     132     132     132     132     141   \n",
+       "264   ...       3807     3930    4013    4100    4191    4289    4370    4453   \n",
+       "265   ...          2        2       2       2       4       4       4       4   \n",
        "\n",
-       "     6/8/20  \n",
-       "0     20917  \n",
-       "1      1263  \n",
-       "2     10265  \n",
-       "3       852  \n",
-       "4        92  \n",
-       "5        26  \n",
-       "6     23620  \n",
-       "7     13325  \n",
-       "8       108  \n",
-       "9      3114  \n",
-       "10       29  \n",
-       "11     1062  \n",
-       "12      440  \n",
-       "13      228  \n",
-       "14     1687  \n",
-       "15      599  \n",
-       "16    16968  \n",
-       "17     7876  \n",
-       "18      103  \n",
-       "19    15417  \n",
-       "20    68504  \n",
-       "21       92  \n",
-       "22    49453  \n",
-       "23    59348  \n",
-       "24      288  \n",
-       "25       59  \n",
-       "26    13949  \n",
-       "27     2704  \n",
-       "28   707412  \n",
-       "29      141  \n",
-       "..      ...  \n",
-       "236      24  \n",
-       "237      19  \n",
-       "238      19  \n",
-       "239     332  \n",
-       "240     473  \n",
-       "241    1389  \n",
-       "242    1547  \n",
-       "243      15  \n",
-       "244       5  \n",
-       "245      11  \n",
-       "246    1263  \n",
-       "247     244  \n",
-       "248       3  \n",
-       "249       8  \n",
-       "250      12  \n",
-       "251       9  \n",
-       "252      42  \n",
-       "253      83  \n",
-       "254    1001  \n",
-       "255       7  \n",
-       "256     443  \n",
-       "257      13  \n",
-       "258       1  \n",
-       "259    1604  \n",
-       "260       9  \n",
-       "261     513  \n",
-       "262     496  \n",
-       "263     141  \n",
-       "264    4609  \n",
-       "265       4  \n",
+       "     6/7/20  6/8/20  \n",
+       "0     20342   20917  \n",
+       "1      1246    1263  \n",
+       "2     10154   10265  \n",
+       "3       852     852  \n",
+       "4        91      92  \n",
+       "5        26      26  \n",
+       "6     22794   23620  \n",
+       "7     13130   13325  \n",
+       "8       108     108  \n",
+       "9      3112    3114  \n",
+       "10       29      29  \n",
+       "11     1062    1062  \n",
+       "12      440     440  \n",
+       "13      228     228  \n",
+       "14     1687    1687  \n",
+       "15      599     599  \n",
+       "16    16902   16968  \n",
+       "17     7553    7876  \n",
+       "18      103     103  \n",
+       "19    14763   15417  \n",
+       "20    65769   68504  \n",
+       "21       92      92  \n",
+       "22    48630   49453  \n",
+       "23    59226   59348  \n",
+       "24      261     288  \n",
+       "25       59      59  \n",
+       "26    13643   13949  \n",
+       "27     2606    2704  \n",
+       "28   691758  707412  \n",
+       "29      141     141  \n",
+       "..      ...     ...  \n",
+       "236      24      24  \n",
+       "237      19      19  \n",
+       "238      19      19  \n",
+       "239     256     332  \n",
+       "240     472     473  \n",
+       "241    1368    1389  \n",
+       "242    1533    1547  \n",
+       "243      15      15  \n",
+       "244       5       5  \n",
+       "245      11      11  \n",
+       "246    1142    1263  \n",
+       "247     242     244  \n",
+       "248       3       3  \n",
+       "249       8       8  \n",
+       "250      12      12  \n",
+       "251       9       9  \n",
+       "252      40      42  \n",
+       "253      83      83  \n",
+       "254     969    1001  \n",
+       "255       7       7  \n",
+       "256     438     443  \n",
+       "257      13      13  \n",
+       "258       1       1  \n",
+       "259    1317    1604  \n",
+       "260       9       9  \n",
+       "261     513     513  \n",
+       "262     484     496  \n",
+       "263     141     141  \n",
+       "264    4529    4609  \n",
+       "265       4       4  \n",
        "\n",
-       "[266 rows x 143 columns]"
+       "[266 rows x 144 columns]"
       ]
      },
      "execution_count": 3,
@@ -1836,7 +1836,15 @@
     }
    ],
    "source": [
-    "raw_data = pd.read_csv(data_url)\n",
+    "exists = os.path.isfile('statistics.csv')\n",
+    "if exists:\n",
+    "    raw_data = pd.read_csv('statistics.csv')\n",
+    "    df = pd.DataFrame(raw_data)\n",
+    "else:\n",
+    "    raw_data = pd.read_csv(data_url)\n",
+    "    df = pd.DataFrame(raw_data)\n",
+    "    df.to_csv('statistics.csv')\n",
+    "    \n",
     "raw_data"
    ]
   },
@@ -1853,8 +1861,6 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "df = pd.DataFrame(raw_data)\n",
-    "\n",
     "df_total=df.drop(columns=['Lat', 'Long'])\n",
     "df=df_total"
    ]
@@ -1962,7 +1968,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1994,7 +2000,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
diff --git a/module3/exo3/statistics.csv b/module3/exo3/statistics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa3cf6b4474592b02da7459b6d3616113fee8a1f
--- /dev/null
+++ b/module3/exo3/statistics.csv
@@ -0,0 +1,267 @@
+,Province/State,Country/Region,Lat,Long,1/22/20,1/23/20,1/24/20,1/25/20,1/26/20,1/27/20,1/28/20,1/29/20,1/30/20,1/31/20,2/1/20,2/2/20,2/3/20,2/4/20,2/5/20,2/6/20,2/7/20,2/8/20,2/9/20,2/10/20,2/11/20,2/12/20,2/13/20,2/14/20,2/15/20,2/16/20,2/17/20,2/18/20,2/19/20,2/20/20,2/21/20,2/22/20,2/23/20,2/24/20,2/25/20,2/26/20,2/27/20,2/28/20,2/29/20,3/1/20,3/2/20,3/3/20,3/4/20,3/5/20,3/6/20,3/7/20,3/8/20,3/9/20,3/10/20,3/11/20,3/12/20,3/13/20,3/14/20,3/15/20,3/16/20,3/17/20,3/18/20,3/19/20,3/20/20,3/21/20,3/22/20,3/23/20,3/24/20,3/25/20,3/26/20,3/27/20,3/28/20,3/29/20,3/30/20,3/31/20,4/1/20,4/2/20,4/3/20,4/4/20,4/5/20,4/6/20,4/7/20,4/8/20,4/9/20,4/10/20,4/11/20,4/12/20,4/13/20,4/14/20,4/15/20,4/16/20,4/17/20,4/18/20,4/19/20,4/20/20,4/21/20,4/22/20,4/23/20,4/24/20,4/25/20,4/26/20,4/27/20,4/28/20,4/29/20,4/30/20,5/1/20,5/2/20,5/3/20,5/4/20,5/5/20,5/6/20,5/7/20,5/8/20,5/9/20,5/10/20,5/11/20,5/12/20,5/13/20,5/14/20,5/15/20,5/16/20,5/17/20,5/18/20,5/19/20,5/20/20,5/21/20,5/22/20,5/23/20,5/24/20,5/25/20,5/26/20,5/27/20,5/28/20,5/29/20,5/30/20,5/31/20,6/1/20,6/2/20,6/3/20,6/4/20,6/5/20,6/6/20,6/7/20,6/8/20
+0,,Afghanistan,33.0,65.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,4,4,5,7,7,7,11,16,21,22,22,22,24,24,40,40,74,84,94,110,110,120,170,174,237,273,281,299,349,367,423,444,484,521,555,607,665,714,784,840,906,933,996,1026,1092,1176,1279,1351,1463,1531,1703,1828,1939,2171,2335,2469,2704,2894,3224,3392,3563,3778,4033,4402,4687,4963,5226,5639,6053,6402,6664,7072,7653,8145,8676,9216,9998,10582,11173,11831,12456,13036,13659,14525,15205,15750,16509,17267,18054,18969,19551,20342,20917
+1,,Albania,41.1533,20.1683,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,10,12,23,33,38,42,51,55,59,64,70,76,89,104,123,146,174,186,197,212,223,243,259,277,304,333,361,377,383,400,409,416,433,446,467,475,494,518,539,548,562,584,609,634,663,678,712,726,736,750,766,773,782,789,795,803,820,832,842,850,856,868,872,876,880,898,916,933,946,948,949,964,969,981,989,998,1004,1029,1050,1076,1099,1122,1137,1143,1164,1184,1197,1212,1232,1246,1263
+2,,Algeria,28.0339,1.6596,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,5,12,12,17,17,19,20,20,20,24,26,37,48,54,60,74,87,90,139,201,230,264,302,367,409,454,511,584,716,847,986,1171,1251,1320,1423,1468,1572,1666,1761,1825,1914,1983,2070,2160,2268,2418,2534,2629,2718,2811,2910,3007,3127,3256,3382,3517,3649,3848,4006,4154,4295,4474,4648,4838,4997,5182,5369,5558,5723,5891,6067,6253,6442,6629,6821,7019,7201,7377,7542,7728,7918,8113,8306,8503,8697,8857,8997,9134,9267,9394,9513,9626,9733,9831,9935,10050,10154,10265
+3,,Andorra,42.5063,1.5218,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,39,39,53,75,88,113,133,164,188,224,267,308,334,370,376,390,428,439,466,501,525,545,564,583,601,601,638,646,659,673,673,696,704,713,717,717,723,723,731,738,738,743,743,743,745,745,747,748,750,751,751,752,752,754,755,755,758,760,761,761,761,761,761,761,762,762,762,762,762,763,763,763,763,764,764,764,765,844,851,852,852,852,852,852
+4,,Angola,-11.2027,17.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,3,3,3,4,4,5,7,7,7,8,8,8,10,14,16,17,19,19,19,19,19,19,19,19,19,19,24,24,24,24,25,25,25,25,26,27,27,27,27,30,35,35,35,36,36,36,43,43,45,45,45,45,48,48,48,48,50,52,52,58,60,61,69,70,70,71,74,81,84,86,86,86,86,86,86,88,91,92
+5,,Antigua and Barbuda,17.0608,-61.7964,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,3,3,3,7,7,7,7,7,7,7,9,15,15,15,15,19,19,19,19,21,21,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26
+6,,Argentina,-38.4161,-63.6167,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,8,12,12,17,19,19,31,34,45,56,68,79,97,128,158,266,301,387,387,502,589,690,745,820,1054,1054,1133,1265,1451,1451,1554,1628,1715,1795,1975,1975,2142,2208,2277,2443,2571,2669,2758,2839,2941,3031,3144,3435,3607,3780,3892,4003,4127,4285,4428,4532,4681,4783,4887,5020,5208,5371,5611,5776,6034,6278,6563,6879,7134,7479,7805,8068,8371,8809,9283,9931,10649,11353,12076,12628,13228,13933,14702,15419,16214,16851,17415,18319,19268,20197,21037,22020,22794,23620
+7,,Armenia,40.0691,45.0382,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,4,8,18,26,52,78,84,115,136,160,194,235,249,265,290,329,407,424,482,532,571,663,736,770,822,833,853,881,921,937,967,1013,1039,1067,1111,1159,1201,1248,1291,1339,1401,1473,1523,1596,1677,1746,1808,1867,1932,2066,2148,2273,2386,2507,2619,2782,2884,3029,3175,3313,3392,3538,3718,3860,4044,4283,4472,4823,5041,5271,5606,5928,6302,6661,7113,7402,7774,8216,8676,8927,9282,9492,10009,10524,11221,11817,12364,13130,13325
+8,Australian Capital Territory,Australia,-35.4735,149.0124,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,4,6,9,19,32,39,39,53,62,71,77,78,80,84,87,91,93,96,96,96,99,100,103,103,103,102,103,103,103,103,103,103,104,104,104,104,105,106,106,106,106,106,106,106,106,106,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,107,108,108,108
+9,New South Wales,Australia,-33.8688,151.2093,0,0,0,0,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,6,6,13,22,22,26,28,38,48,55,65,65,92,112,134,171,210,267,307,353,436,669,669,818,1029,1219,1405,1617,1791,2032,2032,2182,2298,2389,2493,2580,2637,2686,2734,2773,2822,2857,2857,2863,2870,2886,2897,2926,2936,2957,2963,2969,2971,2976,2982,2994,3002,3004,3016,3016,3025,3030,3035,3033,3035,3042,3044,3047,3051,3053,3053,3053,3059,3063,3071,3074,3075,3076,3078,3081,3082,3084,3086,3087,3090,3092,3089,3090,3092,3092,3095,3098,3104,3104,3106,3110,3110,3109,3112,3114
+10,Northern Territory,Australia,-12.4634,130.8456,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,1,1,1,1,1,1,1,1,1,3,3,5,5,6,6,12,12,15,15,15,17,19,21,22,26,27,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,28,27,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29,29
+11,Queensland,Australia,-28.0167,153.4,0,0,0,0,0,0,0,1,3,2,3,2,2,3,3,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,9,9,9,11,11,13,13,13,15,15,18,20,20,35,46,61,68,78,94,144,184,221,259,319,397,443,493,555,625,656,689,743,781,835,873,900,907,921,934,943,953,965,974,983,987,998,999,1001,1007,1015,1019,1019,1024,1024,1026,1026,1026,1030,1033,1034,1033,1033,1034,1035,1038,1043,1043,1045,1045,1045,1045,1045,1051,1052,1051,1054,1055,1055,1057,1057,1058,1058,1058,1060,1061,1056,1057,1058,1058,1058,1058,1058,1058,1059,1059,1060,1060,1061,1061,1062,1062
+12,South Australia,Australia,-34.9285,138.6007,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,3,5,5,7,7,7,7,7,9,9,16,19,20,29,29,37,42,50,67,100,134,170,170,235,257,287,299,305,337,367,367,396,407,407,411,411,415,420,428,429,429,429,433,433,433,435,435,435,435,437,438,438,438,438,438,438,438,438,438,438,438,438,438,438,438,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,439,440,440,440,440,440,440,440,440,440,440,440,440,440,440
+13,Tasmania,Australia,-41.4545,145.9707,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,3,3,5,5,6,7,7,10,10,10,16,22,28,28,36,47,47,62,66,66,69,69,72,74,80,82,86,89,98,111,122,133,133,144,165,165,169,180,188,195,200,201,205,207,207,207,212,214,218,219,221,221,221,221,221,225,226,227,227,227,227,227,227,227,227,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228,228
+14,Victoria,Australia,-37.8136,144.9631,0,0,0,0,1,1,1,1,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,7,7,9,9,10,10,10,11,11,15,18,21,21,36,49,57,71,94,121,121,121,229,355,355,411,466,520,574,685,769,821,917,968,1036,1085,1115,1135,1158,1191,1212,1228,1241,1265,1268,1281,1291,1299,1299,1302,1319,1328,1329,1336,1336,1337,1343,1346,1349,1349,1354,1361,1364,1371,1384,1406,1423,1440,1454,1467,1468,1487,1496,1511,1514,1521,1540,1551,1558,1564,1573,1573,1581,1593,1593,1603,1605,1610,1618,1628,1634,1645,1649,1653,1663,1670,1678,1681,1681,1685,1687,1687
+15,Western Australia,Australia,-31.9505,115.8605,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,4,6,9,9,14,17,17,28,31,35,52,64,90,120,140,175,175,231,231,278,311,355,364,392,400,400,436,453,460,460,481,495,506,514,514,517,527,527,532,541,544,545,545,546,546,546,548,549,549,549,550,551,551,551,551,551,551,551,551,552,552,552,552,553,553,552,552,552,553,554,557,557,557,557,557,560,560,564,570,570,577,585,586,589,591,592,592,592,596,599,599,599
+16,,Austria,47.5162,14.5501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,3,9,14,18,21,29,41,55,79,104,131,182,246,302,504,655,860,1018,1332,1646,2013,2388,2814,3582,4474,5283,5588,6909,7657,8271,8788,9618,10180,10711,11129,11524,11781,12051,12297,12639,12942,13244,13555,13806,13945,14041,14226,14336,14476,14595,14671,14749,14795,14873,14925,15002,15071,15148,15225,15274,15357,15402,15452,15531,15558,15597,15621,15650,15684,15752,15774,15833,15871,15882,15961,15997,16058,16109,16201,16242,16269,16321,16353,16404,16436,16486,16503,16539,16557,16591,16628,16655,16685,16731,16733,16759,16771,16805,16843,16898,16902,16968
+17,,Azerbaijan,40.1431,47.5769,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,6,6,9,9,9,11,11,11,15,15,23,28,28,28,44,44,53,65,72,87,93,122,165,182,209,273,298,359,400,443,521,584,641,717,822,926,991,1058,1098,1148,1197,1253,1283,1340,1373,1398,1436,1480,1518,1548,1592,1617,1645,1678,1717,1766,1804,1854,1894,1932,1984,2060,2127,2204,2279,2422,2519,2589,2693,2758,2879,2980,3138,3274,3387,3518,3631,3749,3855,3982,4122,4271,4403,4568,4759,4989,5246,5494,5662,5935,6260,6522,6860,7239,7553,7876
+18,,Bahamas,25.0343,-77.3963,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,4,4,4,5,5,9,10,10,11,14,14,21,24,24,28,28,29,33,40,41,42,46,46,47,49,49,53,54,55,55,60,65,65,72,73,78,80,80,80,80,81,81,83,83,83,89,92,92,92,92,92,93,93,94,96,96,96,96,96,96,97,97,97,100,100,100,100,100,101,102,102,102,102,102,102,102,102,103,103,103
+19,,Bahrain,26.0275,50.55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,23,33,33,36,41,47,49,49,52,55,60,85,85,95,110,195,195,195,210,214,214,228,256,278,285,305,334,377,392,419,458,466,476,499,515,567,569,643,672,688,700,756,811,823,887,925,1040,1136,1361,1528,1671,1700,1740,1773,1881,1907,1973,2027,2217,2518,2588,2647,2723,2811,2921,3040,3170,3284,3383,3533,3720,3934,4199,4444,4774,4941,5236,5531,5816,6198,6583,6747,6956,7184,7532,7888,8174,8414,8802,9138,9171,9366,9692,10052,10449,10793,11398,11871,12311,12815,13296,13835,14383,14763,15417
+20,,Bangladesh,23.685,90.3563,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,3,3,5,8,10,14,17,20,25,27,33,39,39,44,48,48,48,49,51,54,56,61,70,88,123,164,218,330,424,482,621,803,1012,1231,1572,1838,2144,2456,2948,3382,3772,4186,4689,4998,5416,5913,6462,7103,7667,8238,8790,9455,10143,10929,11719,12425,13134,13770,14657,15691,16660,17822,18863,20065,20995,22268,23870,25121,26738,28511,30205,32078,33610,35585,36751,38292,40321,42844,44608,47153,49534,52445,55140,57563,60391,63026,65769,68504
+21,,Barbados,13.1939,-59.5432,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,5,5,6,14,17,18,18,18,24,26,33,33,34,34,46,51,52,56,60,63,63,66,67,68,71,72,72,73,75,75,75,75,75,75,75,76,77,79,79,80,80,80,81,81,81,82,82,82,82,82,83,84,84,84,85,85,85,85,86,88,88,90,90,90,90,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92,92
+22,,Belarus,53.7098,27.9534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,6,6,6,6,6,6,9,9,12,27,27,27,36,36,51,51,69,76,76,81,81,86,86,94,94,94,152,152,163,304,351,440,562,700,861,1066,1486,1981,2226,2578,2919,3281,3728,4204,4779,4779,4779,6264,6723,7281,8022,8773,9590,10463,11289,12208,13181,14027,14917,15828,16705,17489,18350,19255,20168,21101,22052,22973,23906,24873,25825,26772,27730,28681,29650,30572,31508,32426,33371,34303,35244,36198,37144,38059,38956,39858,40764,41658,42556,43403,44255,45116,45981,46868,47751,48630,49453
+23,,Belgium,50.8333,4.0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,8,13,23,50,109,169,200,239,267,314,314,559,689,886,1058,1243,1486,1795,2257,2815,3401,3743,4269,4937,6235,7284,9134,10836,11899,12775,13964,15348,16770,18431,19691,20814,22194,23403,24983,26667,28018,29647,30589,31119,33573,34809,36138,37183,38496,39983,40956,41889,42797,44293,45325,46134,46687,47334,47859,48519,49032,49517,49906,50267,50509,50781,51420,52011,52596,53081,53449,53779,53981,54288,54644,54989,55280,55559,55791,55983,56235,56511,56810,57092,57342,57455,57592,57849,58061,58186,58381,58517,58615,58685,58767,58907,59072,59226,59348
+24,,Benin,9.3077,2.3158,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,5,6,6,6,6,6,6,6,9,13,13,16,16,22,26,26,26,26,35,35,35,35,35,35,35,35,35,35,54,54,54,54,54,54,64,64,64,64,64,90,90,90,96,96,96,140,242,284,319,319,327,327,339,339,339,339,339,130,130,135,135,135,191,191,208,210,210,224,224,232,243,244,244,261,261,261,261,288
+25,,Bhutan,27.5142,90.4336,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,3,3,4,4,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,9,11,15,20,21,21,21,21,21,21,21,21,24,24,27,27,28,31,31,33,43,43,47,47,47,48,48,59,59
+26,,Bolivia,-16.2902,-63.5887,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,10,10,11,11,12,12,15,19,24,27,29,32,43,61,74,81,97,107,115,123,132,139,157,183,194,210,264,268,275,300,330,354,397,441,465,493,520,564,598,609,703,807,866,950,1014,1053,1110,1167,1229,1470,1594,1681,1802,1886,2081,2266,2437,2556,2831,2964,3148,3372,3577,3826,4088,4263,4481,4919,5187,5579,5915,6263,6660,7136,7768,8387,8731,9592,9982,10531,10991,11638,12245,12728,13358,13643,13949
+27,,Bosnia and Herzegovina,43.9159,17.6791,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,3,3,5,7,11,13,18,24,25,26,38,63,89,93,126,136,166,176,191,237,258,323,368,420,459,533,579,624,654,674,764,804,858,901,946,1009,1037,1083,1110,1167,1214,1268,1285,1309,1342,1368,1413,1421,1486,1516,1565,1585,1677,1757,1781,1839,1857,1926,1946,1987,2027,2070,2090,2117,2141,2158,2181,2218,2236,2267,2290,2304,2321,2338,2350,2372,2391,2401,2406,2416,2435,2462,2485,2494,2510,2524,2535,2551,2594,2606,2606,2606,2704
+28,,Brazil,-14.235,-51.9253,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,4,4,13,13,20,25,31,38,52,151,151,162,200,321,372,621,793,1021,1546,1924,2247,2554,2985,3417,3904,4256,4579,5717,6836,8044,9056,10360,11130,12161,14034,16170,18092,19638,20727,22192,23430,25262,28320,30425,33682,36658,38654,40743,43079,45757,50036,54043,59324,63100,67446,73235,79685,87187,92202,97100,101826,108620,115455,126611,135773,146894,156061,162699,169594,178214,190137,203165,220291,233511,241080,255368,271885,291579,310087,330890,347398,363211,374898,391222,411821,438238,465166,498440,514849,526447,555383,584016,614941,645771,672846,691758,707412
+29,,Brunei,4.5353,114.7277,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,11,11,37,40,50,54,56,68,75,78,83,88,91,104,109,114,115,120,126,127,129,131,133,134,135,135,135,135,135,135,136,136,136,136,136,136,136,136,137,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,138,139,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141,141
+30,,Bulgaria,42.7339,25.4858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,7,7,23,41,51,52,67,92,94,127,163,187,201,218,242,264,293,331,346,359,399,422,457,485,503,531,549,577,593,618,635,661,675,685,713,747,800,846,878,894,929,975,1024,1097,1234,1247,1300,1363,1399,1447,1506,1555,1594,1618,1652,1704,1778,1829,1872,1921,1965,1990,2023,2069,2100,2138,2175,2211,2235,2259,2292,2331,2372,2408,2427,2433,2443,2460,2477,2485,2499,2513,2519,2538,2560,2585,2627,2711,2727,2810
+31,,Burkina Faso,12.2383,-1.5616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,3,15,15,20,33,40,64,75,99,114,146,152,180,207,222,246,261,282,288,302,318,345,364,384,414,443,443,484,497,497,528,542,546,557,565,576,581,600,609,616,629,629,632,635,638,641,645,649,652,662,672,688,729,736,744,748,751,760,766,773,773,780,782,796,796,796,809,812,814,814,814,832,832,845,847,847,847,847,847,881,884,885,888,888,889,890
+32,,Cabo Verde,16.5388,-23.0418,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,3,4,4,5,5,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,10,11,56,56,56,58,61,67,68,73,82,88,90,106,109,114,114,121,122,152,165,175,186,191,218,230,236,246,260,267,289,315,326,328,328,328,335,349,356,362,371,380,390,390,390,390,405,421,435,458,466,477,502,536,542,554,567
+33,,Cambodia,11.55,104.9167,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,3,3,5,7,7,7,33,35,37,51,53,84,87,91,96,96,99,99,103,107,109,109,110,114,114,114,114,115,117,119,119,120,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,122,123,123,124,124,124,124,124,124,124,125,125,125,125,125,125,125,125,126,126
+34,,Cameroon,3.8480000000000003,11.5021,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,2,4,10,10,13,20,27,40,56,66,75,75,91,91,139,139,193,233,306,509,555,650,658,658,730,730,820,820,820,820,848,848,996,996,1017,1017,1163,1163,1163,1334,1430,1518,1621,1705,1705,1832,1832,1832,2077,2077,2104,2104,2265,2267,2267,2274,2579,2689,2689,2800,2954,3105,3105,3105,3529,3529,3733,4288,4400,4400,4890,4890,5436,5436,5436,5436,5904,5904,6397,6585,6585,6789,7392,7599,7908,8060
+35,Alberta,Canada,53.9333,-116.5765,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,4,7,7,19,19,29,29,39,56,74,97,119,146,195,259,301,359,358,486,542,542,621,661,690,754,969,969,1075,1181,1250,1373,1373,1423,1451,1567,1567,1732,1870,1870,1996,2397,2562,2803,2908,3095,3401,3720,4017,4233,4480,4696,4850,5165,5355,5573,5670,5766,5836,5893,5963,6017,6098,6157,6253,6300,6345,6407,6457,6515,6587,6644,6683,6716,6735,6768,6800,6818,6860,6879,6901,6926,6955,6979,6992,7010,7044,7057,7076,7091,7098,7138,7138,7202
+36,British Columbia,Canada,49.2827,-123.1207,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,4,4,4,4,4,4,4,4,4,4,5,5,5,5,6,6,6,6,7,7,7,7,8,8,8,9,12,13,21,21,27,32,32,39,46,64,64,73,103,103,186,231,271,424,424,472,617,617,725,725,884,884,970,1013,1013,1121,1174,1203,1203,1266,1266,1291,1336,1370,1445,1445,1490,1490,1517,1561,1575,1618,1647,1647,1724,1795,1824,1853,1948,1948,1998,2053,2087,2112,2145,2171,2171,2224,2232,2255,2288,2315,2330,2330,2353,2360,2376,2392,2407,2428,2428,2444,2446,2467,2479,2507,2517,2517,2530,2541,2550,2558,2562,2573,2573,2597,2601,2623,2632,2632,2632,2632,2659
+37,Grand Princess,Canada,37.6489,-122.6655,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,8,9,9,10,10,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13
+38,Manitoba,Canada,53.7609,-98.8139,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,7,8,15,17,17,18,20,20,21,35,36,39,64,72,96,103,127,167,182,182,203,203,217,217,221,230,243,242,246,246,246,250,250,253,254,254,255,257,262,263,267,271,273,273,275,277,281,282,282,283,284,286,283,284,284,287,289,290,290,289,289,289,289,290,290,290,290,292,292,292,292,292,292,294,294,294,295,295,297,298,298,300,300,300,300
+39,New Brunswick,Canada,46.5653,-66.4619,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,6,8,11,11,11,17,17,17,18,18,33,45,51,66,68,70,81,91,91,91,98,103,105,105,108,112,112,114,116,116,117,117,117,117,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,118,119,120,120,120,120,120,120,120,120,120,120,120,120,120,120,120,121,121,121,121,121,122,123,126,128,129,132,132,133,135,136,136,136,137,146
+40,Newfoundland and Labrador,Canada,53.1355,-57.6604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,4,6,9,24,35,35,82,102,120,135,148,152,175,183,195,195,217,226,228,228,232,239,241,242,244,244,247,252,256,257,257,257,257,256,256,256,257,258,258,258,258,258,259,259,259,259,259,259,261,261,261,261,261,261,261,261,260,260,260,260,260,260,260,260,260,260,260,260,260,261,261,261,261,261,261,261,261,261,261,261,261
+41,Nova Scotia,Canada,44.681999999999995,-63.7443,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,12,14,15,21,28,41,51,68,73,90,110,122,127,147,173,193,207,236,262,293,310,310,342,407,428,445,474,517,549,579,606,649,675,721,737,772,827,850,865,873,900,915,935,947,959,963,971,985,991,998,1007,1008,1011,1018,1019,1020,1024,1026,1034,1037,1040,1043,1044,1045,1046,1048,1049,1050,1051,1052,1053,1055,1055,1056,1056,1057,1057,1058,1058,1058,1058,1059,1059
+42,Ontario,Canada,51.2538,-85.3232,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,6,6,11,15,18,20,20,22,25,28,29,34,36,41,42,74,79,104,177,185,221,257,308,377,425,503,588,688,858,994,1144,1355,1706,1966,2392,2793,3255,3630,4354,4347,4726,5276,5759,6237,6648,7049,7470,7953,8447,9840,10456,11013,11561,12063,12715,13718,14068,14550,15012,15568,15970,16500,16978,17395,17880,18321,18574,19097,19468,19910,20388,20826,21148,21469,21817,22158,22516,22865,23258,23645,23974,24286,24755,25197,25595,26085,26560,26897,27302,27624,27943,28320,28700,29023,29390,29845,30259,30603,30946,31359,31620,32096,32395
+43,Prince Edward Island,Canada,46.5107,-63.4168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,3,3,3,5,5,9,11,11,18,21,21,22,22,22,22,22,22,25,25,25,25,25,25,25,26,26,26,26,26,26,26,26,26,26,26,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27
+44,Quebec,Canada,52.9399,-73.5491,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,3,4,4,4,8,9,17,17,24,50,74,94,121,139,181,219,628,1013,1342,1632,2024,2498,2840,3430,4162,4611,5518,6101,6101,7944,8580,9340,10031,10912,11677,12292,12846,13557,14248,14860,15857,16798,17521,17950,19319,20126,20965,21838,22616,23267,24109,24983,25761,26610,27550,28656,29664,31873,32631,33425,34334,35249,36161,36997,37732,38480,39235,39940,40732,41429,42192,42928,43636,44206,44784,45504,46150,46847,47420,47993,48607,49148,49711,50232,50651,51059,51354,51593,51884,52143,52398,52624,52849,53047
+45,Saskatchewan,Canada,52.9399,-106.4509,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,7,7,8,16,20,26,52,66,72,72,95,95,134,156,156,184,193,206,220,220,249,249,260,260,271,285,289,298,300,300,304,305,307,313,315,316,320,326,331,341,349,353,365,366,383,389,415,421,433,467,487,512,531,544,553,564,568,573,577,582,590,591,592,592,599,620,622,627,630,632,634,634,637,639,641,645,646,646,646,647,648,649,650,650,654
+46,,Central African Republic,6.6111,20.9394,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,3,3,3,8,8,8,8,8,8,8,8,8,8,11,11,12,12,12,12,12,12,14,14,16,16,16,19,19,50,50,50,72,72,72,85,85,94,94,143,143,143,143,143,143,143,301,327,327,327,366,418,436,479,552,604,652,671,702,755,874,962,1011,1069,1069,1173,1288,1451,1570,1634,1850
+47,,Chad,15.4542,18.7322,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,3,3,3,3,5,7,7,8,8,9,9,9,10,10,11,11,11,18,23,23,23,27,27,33,33,33,33,33,33,40,46,46,46,52,52,73,73,117,117,117,170,170,253,260,322,322,322,357,372,399,428,474,503,519,545,565,588,611,648,675,687,700,715,726,759,759,778,790,803,820,828,836,836,837,839
+48,,Chile,-35.6751,-71.543,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,4,4,4,8,8,13,23,23,43,61,74,155,201,238,238,434,537,632,746,922,1142,1306,1610,1909,2139,2449,2738,3031,3404,3737,4161,4471,4815,5116,5546,5972,6501,6927,7213,7525,7917,8273,8807,9252,9730,10088,10507,10832,11296,11812,12306,12858,13331,13813,14365,14885,16023,17008,18435,19663,20643,22016,23048,24581,25972,27219,28866,30063,31721,34381,37040,39542,41428,43781,46059,49579,53617,57581,61857,65393,69102,73997,77961,82289,86943,90638,94858,99688,105158,108686,113628,118292,122499,127745,134150,138846
+49,Anhui,China,31.8257,117.2264,1,9,15,39,60,70,106,152,200,237,297,340,408,480,530,591,665,733,779,830,860,889,910,934,950,962,973,982,986,987,988,989,989,989,989,989,989,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,990,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991,991
+50,Beijing,China,40.1824,116.4142,14,22,36,41,68,80,91,111,114,139,168,191,212,228,253,274,297,315,326,337,342,352,366,372,375,380,381,387,393,395,396,399,399,399,400,400,410,410,411,413,414,414,418,418,422,426,428,428,429,435,435,436,437,442,452,456,469,480,491,504,522,537,558,561,566,569,573,577,577,580,580,582,584,585,586,587,587,588,588,588,589,589,589,589,590,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,593,594,594,594,594,594,594
+51,Chongqing,China,30.0572,107.874,6,9,27,57,75,110,132,147,182,211,247,300,337,366,389,411,426,428,468,486,505,518,529,537,544,551,553,555,560,567,572,573,575,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,576,577,578,578,578,578,578,578,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579,579
+52,Fujian,China,26.0789,117.9874,1,5,10,18,35,59,80,84,101,120,144,159,179,194,205,215,224,239,250,261,267,272,279,281,285,287,290,292,293,293,293,293,293,293,294,294,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,296,299,303,313,313,318,322,328,331,337,338,340,343,345,345,349,350,350,350,351,351,351,351,351,352,352,353,353,353,354,355,355,355,355,355,355,355,355,355,355,355,355,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,356,357,357,358,358,358,358,358,358,358,358,358,358,359,359,359
+53,Gansu,China,37.8099,101.0583,0,2,2,4,7,14,19,24,26,29,40,51,55,57,62,62,67,79,83,83,86,87,90,90,90,90,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,91,102,119,120,124,124,125,127,127,127,129,133,133,133,133,134,134,134,136,136,136,136,136,136,136,138,138,138,138,138,138,138,138,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139,139
+54,Guangdong,China,23.3417,113.4244,26,32,53,78,111,151,207,277,354,436,535,632,725,813,895,970,1034,1095,1131,1159,1177,1219,1241,1261,1294,1316,1322,1328,1331,1332,1333,1339,1342,1345,1347,1347,1347,1348,1349,1349,1350,1350,1350,1351,1352,1352,1352,1352,1353,1356,1356,1356,1356,1360,1361,1364,1370,1378,1395,1400,1413,1415,1428,1433,1448,1456,1467,1475,1484,1494,1501,1507,1514,1516,1524,1532,1533,1536,1539,1544,1548,1552,1555,1564,1566,1571,1577,1579,1580,1581,1582,1582,1585,1585,1586,1587,1587,1588,1588,1588,1588,1588,1588,1588,1588,1589,1589,1589,1589,1589,1589,1589,1589,1589,1589,1590,1590,1590,1590,1590,1590,1591,1592,1592,1592,1592,1592,1592,1593,1593,1595,1596,1597,1598,1598,1601,1602,1602,1604
+55,Guangxi,China,23.8298,108.7881,2,5,23,23,36,46,51,58,78,87,100,111,127,139,150,168,172,183,195,210,215,222,222,226,235,237,238,242,244,245,246,249,249,251,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,252,253,253,253,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254,254
+56,Guizhou,China,26.8154,106.8748,1,3,3,4,5,7,9,9,12,29,29,38,46,58,64,71,81,89,99,109,127,133,135,140,143,144,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147,147
+57,Hainan,China,19.1959,109.7453,4,5,8,19,22,33,40,43,46,52,62,64,72,80,99,106,117,124,131,138,144,157,157,159,162,162,163,163,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,168,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,169,170,170,170
+58,Hebei,China,39.549,116.1306,1,1,2,8,13,18,33,48,65,82,96,104,113,126,135,157,172,195,206,218,239,251,265,283,291,300,301,306,306,307,308,309,311,311,311,312,317,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,318,319,319,319,319,319,319,319,319,321,321,323,325,326,326,327,327,327,327,327,327,327,327,327,327,327,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328,328
+59,Heilongjiang,China,47.861999999999995,127.7615,0,2,4,9,15,21,33,38,44,59,80,95,121,155,190,227,277,295,307,331,360,378,395,419,425,445,457,464,470,476,479,479,480,480,480,480,480,480,480,480,480,480,480,481,481,481,481,481,481,482,482,482,482,482,482,482,482,483,484,484,484,484,484,484,484,484,484,484,484,484,484,488,489,491,504,524,544,569,609,638,661,684,740,819,841,861,872,892,898,905,913,921,928,930,935,936,939,939,939,944,944,944,944,944,944,944,944,944,944,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,945,947,947,947,947,947,947
+60,Henan,China,33.882,113.61399999999999,5,5,9,32,83,128,168,206,278,352,422,493,566,675,764,851,914,981,1033,1073,1105,1135,1169,1184,1212,1231,1246,1257,1262,1265,1267,1270,1271,1271,1271,1271,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1272,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1273,1274,1274,1274,1274,1275,1275,1275,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276,1276
+61,Hong Kong,China,22.3,114.2,0,2,2,5,8,8,8,10,10,12,13,15,15,17,21,24,25,26,29,38,49,50,53,56,56,57,60,62,63,68,68,69,74,79,84,91,92,94,95,96,100,100,105,105,107,108,114,115,120,126,129,134,140,145,155,162,181,208,256,273,317,356,386,410,453,519,561,641,682,714,765,802,845,862,890,914,935,960,973,989,1000,1004,1009,1012,1017,1017,1021,1024,1025,1025,1029,1033,1035,1035,1037,1037,1037,1037,1037,1037,1039,1039,1039,1040,1040,1040,1044,1044,1044,1047,1047,1047,1050,1051,1052,1052,1055,1055,1055,1055,1055,1065,1065,1065,1065,1065,1066,1066,1079,1082,1084,1087,1093,1093,1099,1102,1105,1106,1107
+62,Hubei,China,30.9756,112.2707,444,444,549,761,1058,1423,3554,3554,4903,5806,7153,11177,13522,16678,19665,22112,24953,27100,29631,31728,33366,33366,48206,54406,56249,58182,59989,61682,62031,62442,62662,64084,64084,64287,64786,65187,65596,65914,66337,66907,67103,67217,67332,67466,67592,67666,67707,67743,67760,67773,67781,67786,67790,67794,67798,67799,67800,67800,67800,67800,67800,67800,67801,67801,67801,67801,67801,67801,67801,67801,67802,67802,67802,67803,67803,67803,67803,67803,67803,67803,67803,67803,67803,67803,67803,67803,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68128,68129,68134,68134,68134,68134,68134,68134,68134,68134,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135,68135
+63,Hunan,China,27.6104,111.7088,4,9,24,43,69,100,143,221,277,332,389,463,521,593,661,711,772,803,838,879,912,946,968,988,1001,1004,1006,1007,1008,1010,1011,1013,1016,1016,1016,1016,1017,1017,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1018,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019,1019
+64,Inner Mongolia,China,44.0935,113.9448,0,0,1,7,7,11,15,16,19,20,23,27,34,35,42,46,50,52,54,58,58,60,61,65,68,70,72,73,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,77,89,92,94,95,97,107,111,117,117,117,117,118,121,124,126,128,155,189,190,190,190,193,193,193,193,194,194,194,194,197,198,198,199,199,200,201,201,201,201,201,201,201,201,201,201,208,209,209,209,209,209,209,213,216,216,216,216,217,217,227,232,232,232,232,232,232,235,235,235,235,235,235,235,235,235
+65,Jiangsu,China,32.9711,119.455,1,5,9,18,33,47,70,99,129,168,202,236,271,308,341,373,408,439,468,492,515,543,570,593,604,617,626,629,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,631,633,633,636,638,640,641,641,644,645,646,646,647,651,651,651,651,651,651,651,651,652,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653,653
+66,Jiangxi,China,27.614,115.7221,2,7,18,18,36,72,109,109,162,240,286,333,391,476,548,600,661,698,740,771,804,844,872,900,913,925,930,933,934,934,934,934,934,934,934,934,934,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,935,936,936,936,936,936,936,936,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,937,932,932,932,932,932,932
+67,Jilin,China,43.6661,126.1923,0,1,3,4,4,6,8,9,14,14,17,23,31,42,54,59,65,69,78,80,81,83,84,86,88,89,89,89,90,91,91,91,91,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,93,94,95,95,97,98,98,98,98,98,98,98,98,98,98,98,98,98,98,99,100,100,102,102,102,102,104,104,106,106,108,109,109,110,110,110,111,111,112,112,112,112,112,112,113,113,124,127,127,133,134,138,140,144,146,151,151,151,151,154,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155,155
+68,Liaoning,China,41.2956,122.6085,2,3,4,17,21,27,34,39,41,48,64,70,74,81,89,94,99,105,107,108,111,116,117,119,119,121,121,121,121,121,121,121,121,121,121,121,121,121,121,122,122,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,125,126,126,127,127,127,127,128,128,132,134,136,139,140,141,141,141,142,142,144,144,144,144,145,145,145,145,145,145,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,146,147,147,147,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149,149
+69,Macau,China,22.1667,113.55,1,2,2,2,5,6,7,7,7,7,7,8,8,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,12,15,17,17,18,24,24,25,30,31,33,37,37,38,41,41,41,43,43,44,44,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
+70,Ningxia,China,37.2692,106.1655,1,1,2,3,4,7,11,12,17,21,26,28,31,34,34,40,43,45,45,49,53,58,64,67,70,70,70,70,71,71,71,71,71,71,71,71,72,72,73,73,74,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75
+71,Qinghai,China,35.7452,95.9956,0,0,0,1,1,6,6,6,8,8,9,11,13,15,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18
+72,Shaanxi,China,35.1917,108.8701,0,3,5,15,22,35,46,56,63,87,101,116,128,142,165,173,184,195,208,213,219,225,229,230,232,236,240,240,242,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,245,246,246,246,247,248,248,248,249,250,253,253,253,253,253,253,255,255,255,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,256,277,279,279,286,286,286,286,306,306,306,306,306,306,306,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,308,309,309,309,309,309,311,311,311
+73,Shandong,China,36.3427,118.1498,2,6,15,27,46,75,95,130,158,184,206,230,259,275,307,347,386,416,444,466,487,497,509,523,532,537,541,543,544,546,749,750,754,755,756,756,756,756,756,758,758,758,758,758,758,758,758,758,758,760,760,760,760,760,760,761,761,761,762,764,767,768,768,769,771,772,772,772,773,774,774,775,778,778,779,780,781,783,783,783,784,784,784,784,784,784,787,787,787,787,787,787,787,787,787,787,787,787,787,787,787,787,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,788,790,792,792,792,792,792,792,792,792,792,792
+74,Shanghai,China,31.201999999999998,121.4491,9,16,20,33,40,53,66,96,112,135,169,182,203,219,243,257,277,286,293,299,303,311,315,318,326,328,333,333,333,334,334,335,335,335,336,337,337,337,337,337,337,338,338,339,342,342,342,342,344,344,344,346,353,353,355,358,361,363,371,380,404,404,414,433,451,468,485,492,498,509,516,522,526,529,531,536,538,543,552,555,555,607,618,618,622,628,628,628,635,638,638,639,641,641,642,642,644,645,647,652,652,652,655,656,656,657,657,657,659,659,659,660,660,660,665,665,666,666,666,666,666,667,668,668,669,670,671,671,672,672,672,673,673,673,677,677,677,678,678
+75,Shanxi,China,37.5777,112.2922,1,1,1,6,9,13,27,27,35,39,47,66,74,81,81,96,104,115,119,119,124,126,126,127,128,129,130,131,131,132,132,132,132,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,133,134,134,134,135,135,135,136,136,136,137,137,137,137,138,138,138,163,166,168,172,172,173,173,186,194,197,197,197,197,197,197,197,197,197,197,197,197,197,197,197,197,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198,198
+76,Sichuan,China,30.6171,102.7103,5,8,15,28,44,69,90,108,142,177,207,231,254,282,301,321,344,364,386,405,417,436,451,463,470,481,495,508,514,520,525,526,526,527,529,531,534,538,538,538,538,538,538,539,539,539,539,539,539,539,539,539,539,539,539,540,540,540,541,542,543,543,545,547,547,548,548,550,550,550,552,554,555,557,558,559,560,560,560,560,560,560,560,560,560,560,560,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,561,563,563,564,564,564,564,564,564,564,575,577,577,577,578,578,578,581,582
+77,Tianjin,China,39.3054,117.323,4,4,8,10,14,23,24,27,31,32,41,48,60,67,69,79,81,88,91,95,106,112,119,120,122,124,125,128,130,131,132,135,135,135,135,135,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,136,137,137,137,137,141,145,145,151,155,161,166,174,174,176,176,180,180,180,180,180,180,182,183,183,183,184,185,185,186,189,189,189,189,189,189,189,190,190,190,190,190,190,190,190,190,190,190,190,190,190,191,191,191,191,191,191,191,191,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,192,193,193,193
+78,Tibet,China,31.6927,88.0924,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+79,Xinjiang,China,41.1129,85.2401,0,2,2,3,4,5,10,13,14,17,18,21,24,29,32,36,39,42,45,49,55,59,63,65,70,71,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76
+80,Yunnan,China,24.974,101.48700000000001,1,2,5,11,16,26,44,55,70,83,93,105,117,122,128,133,138,138,141,149,153,154,156,162,168,171,171,172,172,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,174,176,176,176,176,176,176,176,176,176,176,178,180,180,180,180,182,182,183,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,184,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185,185
+81,Zhejiang,China,29.1832,120.0934,10,27,43,62,104,128,173,296,428,538,599,661,724,829,895,954,1006,1048,1075,1092,1117,1131,1145,1155,1162,1167,1171,1172,1174,1175,1203,1205,1205,1205,1205,1205,1205,1205,1205,1205,1206,1213,1213,1215,1215,1215,1215,1215,1215,1215,1215,1215,1227,1231,1231,1232,1232,1233,1234,1236,1238,1238,1240,1241,1243,1247,1251,1254,1255,1257,1257,1258,1260,1262,1263,1264,1265,1266,1267,1267,1267,1267,1267,1267,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268,1268
+82,,Colombia,4.5709,-74.2973,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,9,9,13,22,34,54,65,93,102,128,196,231,277,378,470,491,539,608,702,798,906,1065,1161,1267,1406,1485,1579,1780,2054,2223,2473,2709,2776,2852,2979,3105,3233,3439,3439,3792,3977,4149,4356,4561,4881,5142,5379,5597,5949,6207,6507,7006,7285,7668,7973,8613,8959,9456,10051,10495,11063,11613,12272,12930,13610,14216,14939,15574,16295,16935,17687,18330,19131,20177,21175,21981,23003,24104,24141,25406,26734,27219,29384,30593,31935,33466,36759,36759,38149,40847
+83,,Congo (Brazzaville),-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,3,3,3,4,4,4,4,4,4,19,19,19,19,22,22,22,45,45,45,45,60,60,60,60,60,60,117,117,143,143,143,160,165,186,186,200,200,200,200,207,207,220,229,229,229,236,236,264,264,274,274,274,333,333,333,391,391,391,391,412,420,420,469,469,487,487,487,487,571,571,571,571,611,611,611,611,611,635,683,683,683
+84,,Congo (Kinshasa),-4.0383,21.7587,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,3,4,14,18,23,30,36,45,48,51,51,65,65,81,98,109,134,134,154,154,161,180,180,180,215,223,234,235,241,254,267,287,307,327,332,350,359,377,394,416,442,459,471,491,572,604,674,674,682,705,797,863,937,937,991,1024,1102,1169,1242,1298,1455,1455,1538,1629,1731,1835,1945,2025,2141,2297,2403,2546,2660,2833,2966,3070,3195,3326,3495,3644,3764,3878,4016,4106
+85,,Costa Rica,9.7489,-83.7534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,9,9,13,22,23,26,27,35,41,50,69,89,117,134,158,177,201,231,263,295,314,330,347,375,396,416,435,454,467,483,502,539,558,577,595,612,618,626,642,649,655,660,662,669,681,686,687,693,695,697,705,713,719,725,733,739,742,755,761,765,773,780,792,801,804,815,830,843,853,863,866,882,897,903,911,918,930,951,956,984,1000,1022,1047,1056,1084,1105,1157,1194,1228,1263,1318,1342
+86,,Cote d'Ivoire,7.54,-5.5471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,5,6,9,9,14,14,25,73,80,96,101,101,165,168,179,190,194,218,245,261,323,349,384,444,444,533,574,626,638,638,654,688,801,847,847,916,952,1004,1077,1077,1150,1164,1183,1238,1275,1333,1362,1398,1432,1464,1516,1571,1602,1667,1700,1730,1857,1912,1971,2017,2061,2109,2119,2153,2231,2301,2341,2366,2376,2423,2477,2556,2641,2750,2799,2833,2951,3024,3110,3262,3431,3557,3739,3881
+87,,Croatia,45.1,15.2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,5,6,7,7,9,10,10,11,12,12,12,14,19,19,32,38,49,57,65,81,105,128,206,254,315,382,442,495,586,657,713,790,867,963,1011,1079,1126,1182,1222,1282,1343,1407,1495,1534,1600,1650,1704,1741,1791,1814,1832,1871,1881,1908,1950,1981,2009,2016,2030,2039,2047,2062,2076,2085,2088,2096,2101,2112,2119,2125,2161,2176,2187,2196,2207,2213,2221,2222,2224,2226,2228,2232,2234,2237,2243,2243,2244,2244,2244,2244,2245,2245,2246,2246,2246,2246,2246,2247,2247,2247,2247,2247
+88,,Diamond Princess,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,61,61,64,135,135,175,175,218,285,355,454,542,621,634,634,634,691,691,691,705,705,705,705,705,705,706,706,706,706,706,706,706,706,706,706,706,706,706,706,706,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712,712
+89,,Cuba,22.0,-80.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,4,4,5,7,11,16,21,35,40,48,57,67,80,119,139,170,186,212,233,269,288,320,350,396,457,515,564,620,669,726,766,814,862,923,986,1035,1087,1137,1189,1235,1285,1337,1369,1389,1437,1467,1501,1537,1611,1649,1668,1685,1703,1729,1741,1754,1766,1783,1804,1810,1830,1840,1862,1872,1881,1887,1900,1908,1916,1931,1941,1947,1963,1974,1983,2005,2025,2045,2083,2092,2107,2119,2133,2173,2191,2200
+90,,Cyprus,35.1264,33.4299,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,3,6,6,14,26,26,33,46,49,67,67,84,95,116,124,132,146,162,179,214,230,262,320,356,396,426,446,465,494,526,564,595,616,633,662,695,715,735,750,761,767,772,784,790,795,804,810,817,822,837,843,850,857,864,872,874,878,883,889,891,892,898,901,903,905,907,910,914,916,917,918,922,923,927,927,935,937,939,939,941,942,944,944,949,952,958,958,960,960,964,970
+91,,Czechia,49.8175,15.472999999999999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,5,8,12,18,19,31,31,41,91,94,141,189,253,298,396,464,694,833,995,1120,1236,1394,1654,1925,2279,2631,2817,3001,3308,3508,3858,4091,4472,4587,4822,5017,5312,5569,5732,5831,5991,6059,6111,6216,6433,6549,6606,6746,6900,7033,7132,7187,7273,7352,7404,7445,7504,7579,7682,7737,7755,7781,7819,7896,7974,8031,8077,8095,8123,8176,8221,8269,8351,8406,8455,8475,8586,8647,8721,8754,8813,8890,8955,9002,9050,9086,9140,9196,9230,9268,9302,9364,9438,9494,9529,9567,9628,9697
+92,Faroe Islands,Denmark,61.8926,-6.9118,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,2,3,9,11,18,47,58,72,80,92,115,118,122,132,140,144,155,159,168,169,173,177,179,181,181,183,184,184,184,184,184,184,184,184,184,184,184,184,185,185,185,185,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187,187
+93,Greenland,Denmark,71.7069,-42.6043,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,4,4,5,6,6,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13
+94,,Denmark,56.2639,9.5018,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,4,4,6,10,10,23,23,35,90,262,442,615,801,827,864,914,977,1057,1151,1255,1326,1395,1450,1591,1724,1877,2046,2201,2395,2577,2860,3107,3386,3757,4077,4369,4681,5071,5402,5635,5819,5996,6174,6318,6511,6681,6879,7073,7242,7384,7515,7695,7912,8073,8210,8445,8575,8698,8851,9008,9158,9311,9407,9523,9670,9821,9938,10083,10218,10319,10429,10513,10591,10667,10713,10791,10858,10927,10968,11044,11117,11182,11230,11289,11360,11387,11428,11480,11512,11593,11633,11669,11699,11734,11771,11811,11875,11924,11948,11962
+95,,Djibouti,11.8251,42.5903,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,11,11,12,14,18,18,30,33,40,49,50,59,90,90,135,135,150,187,214,298,363,435,591,732,732,846,846,945,974,986,999,1008,1023,1035,1072,1077,1089,1097,1112,1112,1116,1120,1124,1133,1135,1189,1210,1227,1256,1268,1284,1309,1331,1401,1518,1618,1828,2047,2270,2270,2270,2468,2468,2697,2914,2914,3194,3354,3569,3779,3935,4054,4123,4169,4207,4278
+96,,Dominican Republic,18.7357,-70.1627,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,5,5,5,5,5,5,11,11,11,21,21,34,72,112,202,245,312,392,488,581,719,859,901,1109,1284,1380,1488,1488,1745,1828,1956,2111,2349,2620,2759,2967,3167,3286,3614,3755,4126,4335,4680,4964,5044,5300,5543,5749,5926,6135,6293,6416,6652,6972,7288,7578,7954,8235,8480,8807,9095,9376,9882,10347,10634,10900,11196,11320,11739,12110,12314,12725,13223,13477,13657,13989,14422,14801,15073,15264,15723,16068,16531,16908,17285,17572,17752,18040,18319,18708,19195,19600,20126
+97,,Ecuador,-1.8312,-78.1834,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,6,7,10,13,13,13,14,15,15,17,17,17,28,28,37,58,111,199,367,506,789,981,1082,1173,1403,1595,1823,1924,1962,2240,2748,3163,3368,3465,3646,3747,3747,4450,4965,7161,7257,7466,7529,7603,7858,8225,8450,9022,9468,10128,10398,10850,11183,22719,22719,22719,23240,24258,24675,24934,26336,27464,29538,31881,31881,31881,30298,28818,29071,29559,29509,30419,30486,30502,31467,32763,33182,33582,34151,34854,35306,35828,36258,36756,37355,37355,38103,38471,38571,38571,39098,39098,40414,40966,40966,41575,42728,43120,43378
+98,,Egypt,26.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,3,15,15,49,55,59,60,67,80,109,110,150,196,196,256,285,294,327,366,402,456,495,536,576,609,656,710,779,865,985,1070,1173,1322,1450,1560,1699,1794,1939,2065,2190,2350,2505,2673,2844,3032,3144,3333,3490,3659,3891,4092,4319,4534,4782,5042,5268,5537,5895,6193,6465,6813,7201,7588,7981,8476,8964,9400,9746,10093,10431,10829,11228,11719,12229,12764,13484,14229,15003,15786,16513,17265,17967,18756,19666,20793,22082,23449,24985,26384,27536,28615,29767,31115,32612,34079,35444
+99,,El Salvador,13.7942,-88.8965,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,5,9,13,13,19,24,30,32,32,41,46,56,62,69,78,93,103,117,118,125,137,149,159,164,177,190,201,218,225,237,250,274,274,298,323,345,377,395,424,446,490,555,587,633,695,742,784,889,958,998,1037,1112,1210,1265,1338,1413,1498,1571,1640,1725,1819,1915,1983,2042,2109,2194,2278,2395,2517,2582,2653,2705,2781,2849,2934,3015,3104
+100,,Equatorial Guinea,1.5,10.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,6,6,6,6,9,9,9,12,12,12,12,12,12,15,15,16,16,16,16,16,18,18,18,18,21,21,41,51,51,79,79,79,79,83,84,84,214,258,258,258,315,315,315,315,315,315,315,315,439,439,439,439,439,439,439,522,583,594,594,594,719,825,890,903,960,960,960,1043,1043,1043,1043,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306,1306
+101,,Eritrea,15.1794,39.7823,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,4,6,6,6,12,12,15,15,22,22,29,29,31,31,33,33,34,34,34,34,34,35,35,35,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39,39
+102,,Estonia,58.5953,25.0136,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,3,10,10,10,10,12,16,16,79,115,171,205,225,258,267,283,306,326,352,369,404,538,575,645,679,715,745,779,858,961,1039,1097,1108,1149,1185,1207,1258,1304,1309,1332,1373,1400,1434,1459,1512,1528,1535,1552,1559,1592,1605,1635,1643,1647,1660,1666,1689,1694,1699,1700,1703,1711,1713,1720,1725,1733,1739,1741,1746,1751,1758,1766,1770,1774,1784,1791,1794,1800,1807,1821,1823,1824,1834,1840,1851,1859,1865,1869,1870,1870,1880,1890,1910,1931,1939,1940
+103,,Eswatini,-26.5225,31.4659,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,4,4,4,4,6,9,9,9,9,9,9,9,9,9,9,10,10,12,12,12,12,14,15,15,15,16,16,22,22,24,31,31,31,36,56,59,65,71,91,100,106,108,112,116,119,123,153,159,163,172,175,184,187,187,190,202,203,205,208,217,220,225,238,250,256,261,272,279,279,283,285,293,294,295,300,305,322,333,340
+104,,Ethiopia,9.145,40.4897,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,6,6,9,9,11,11,12,12,12,16,16,21,23,26,29,29,35,38,43,44,52,55,56,65,69,71,74,82,85,92,96,105,108,111,114,116,116,117,122,123,124,126,130,131,133,133,135,140,145,162,191,194,210,239,250,261,263,272,287,306,317,352,365,389,399,433,494,582,655,701,731,831,968,1063,1172,1257,1344,1486,1636,1805,1934,2020,2156
+105,,Fiji,-17.7134,178.065,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,3,4,5,5,5,5,5,5,5,5,7,7,12,12,14,15,15,15,16,16,16,16,16,16,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18
+106,,Finland,64.0,26.0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,3,6,6,6,6,12,15,15,23,30,40,59,59,155,225,244,277,321,336,400,450,523,626,700,792,880,958,1041,1167,1240,1352,1418,1446,1518,1615,1882,1927,2176,2308,2487,2605,2769,2905,2974,3064,3161,3237,3369,3489,3681,3783,3868,4014,4129,4284,4395,4475,4576,4695,4740,4906,4995,5051,5176,5254,5327,5412,5573,5673,5738,5880,5962,5984,6003,6054,6145,6228,6286,6347,6380,6399,6443,6493,6537,6568,6579,6599,6628,6692,6743,6776,6826,6859,6885,6887,6911,6911,6941,6964,6981,7001
+107,French Guiana,France,3.9339,-53.1258,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,5,5,5,5,5,5,5,7,11,11,11,11,15,18,18,20,23,28,28,28,28,28,43,43,51,51,57,61,61,72,72,77,83,83,83,86,86,86,86,86,96,96,96,97,97,97,107,111,111,111,111,125,125,126,128,128,128,133,133,138,138,141,141,144,144,144,153,164,189,197,197,210,218,237,249,261,279,328,353,384,406,436,450,477,499,499,517,533,556,589,639,689,729
+108,French Polynesia,France,-17.6797,149.4068,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,3,6,11,15,18,18,25,25,30,30,30,30,36,36,37,37,39,40,41,42,47,51,51,51,51,53,55,55,55,55,55,55,55,56,56,57,57,57,57,57,57,58,58,58,58,58,58,58,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60,60
+109,Guadeloupe,France,16.25,-61.5833,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,6,18,27,33,45,53,58,62,62,73,73,73,102,106,106,114,125,128,130,134,135,135,139,141,141,143,143,143,143,145,145,145,145,148,148,148,148,148,148,149,149,149,149,149,149,151,152,152,152,152,152,152,153,154,154,154,154,155,155,155,155,155,155,155,155,155,155,156,156,161,161,161,161,161,162,162,162,162,162,162,162,164,164,164,164
+110,Mayotte,France,-12.8275,45.1662,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,6,7,11,24,36,36,36,50,63,63,82,94,94,116,128,134,147,147,171,171,184,191,196,196,207,217,217,233,245,254,271,271,311,326,326,354,380,401,401,460,460,539,539,539,650,686,739,739,854,854,988,1023,1023,1095,1143,1210,1210,1312,1342,1370,1370,1475,1475,1521,1521,1587,1609,1634,1645,1670,1699,1699,1699,1934,1986,1993,2058,2079,2079,2079,2151
+111,New Caledonia,France,-20.9043,165.618,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,4,4,8,10,14,14,15,15,15,15,16,16,18,18,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,20,20,20,20,20,20,20,20
+112,Reunion,France,-21.1351,55.2471,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,6,7,9,9,12,14,28,45,64,71,94,111,135,145,183,183,224,247,281,308,321,334,344,349,358,358,362,382,388,389,391,391,391,394,402,407,408,408,410,410,412,412,417,417,418,418,420,420,422,423,423,424,424,425,427,426,431,436,436,437,439,440,441,443,443,446,446,447,449,449,452,452,456,459,460,465,470,471,471,473,477,478,479,480,480,480,481
+113,Saint Barthelemy,France,17.9,-62.8333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,3,3,1,1,1,1,1,1,1,3,3,3,3,3,3,3,3,3,3,3,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6
+114,St Martin,France,18.0708,-63.0501,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,3,4,4,4,5,8,8,11,11,11,11,11,15,15,15,22,22,24,32,32,32,32,32,32,32,32,32,32,35,35,35,37,37,37,37,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,38,39,39,39,39,39,39,39,39,39,39,39,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41
+115,Martinique,France,14.6415,-61.0242,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,3,3,9,9,15,16,19,23,32,32,44,53,57,66,66,81,93,93,93,128,135,138,143,145,149,151,152,154,154,155,155,155,157,157,158,158,158,158,163,163,163,164,164,170,175,175,175,175,175,178,179,179,179,181,181,182,183,186,186,186,187,187,189,189,192,192,192,192,192,192,192,197,197,197,197,197,197,197,200,200,200,200,200,200,200,202,202,202,202
+116,,France,46.2276,2.2137,0,0,2,3,3,3,4,5,5,5,6,6,6,6,6,6,6,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,14,18,38,57,100,130,191,204,285,377,653,949,1126,1209,1784,2281,2281,3661,4469,4499,6633,7652,9043,10871,12612,14282,16018,19856,22304,25233,29155,32964,37575,40174,44550,52128,56989,59105,64338,68605,70478,74390,78167,82048,86334,90676,93790,120633,124298,129257,132473,144944,146923,146906,151808,154188,156921,154715,157026,158636,160292,160847,164589,167605,165093,165764,165764,166976,167272,167886,168935,172465,173040,174318,174758,175027,175479,176207,175981,176712,177319,177207,177240,177554,178428,179069,179306,179645,179964,179859,180166,179887,180044,183309,183816,185616,185851,185952,184980,188836,185986,186538,187067,187360,187458
+117,,Gabon,-0.8037,11.6094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,4,5,5,6,6,7,7,7,7,7,16,18,21,21,21,21,24,30,34,44,44,46,49,57,57,80,80,108,108,109,120,156,166,167,172,176,176,211,238,276,276,276,335,335,367,397,397,504,620,661,661,802,863,1004,1104,1209,1320,1320,1432,1502,1567,1567,1728,1934,1934,2135,2238,2319,2431,2613,2655,2655,2655,2803,2902,2955,3101,3101,3101,3101
+118,,Gambia,13.4432,-15.3101,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,4,4,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,11,12,17,17,17,17,17,18,20,20,20,22,22,23,23,23,23,23,24,24,24,24,25,25,25,25,25,25,25,25,25,25,25,25,26,26,26,26,26,28
+119,,Georgia,42.3154,43.3569,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,3,3,3,4,4,4,13,15,15,24,24,25,30,33,33,34,38,40,43,49,54,61,70,75,79,83,90,91,103,110,117,134,155,162,174,188,196,211,218,234,242,257,272,300,306,348,370,388,394,402,408,416,425,444,456,486,497,511,517,539,566,582,589,593,604,610,615,623,626,635,638,642,647,667,671,683,695,701,707,713,721,723,728,730,731,732,735,738,746,757,783,794,796,800,801,805,808,809,812
+120,,Germany,51.0,9.0,0,0,0,0,0,1,4,4,4,5,8,10,12,12,12,12,13,13,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,27,46,48,79,130,159,196,262,482,670,799,1040,1176,1457,1908,2078,3675,4585,5795,7272,9257,12327,15320,19848,22213,24873,29056,32986,37323,43938,50871,57695,62095,66885,71808,77872,84794,91159,96092,100123,103374,107663,113296,118181,122171,124908,127854,130072,131359,134753,137698,141397,143342,145184,147065,148291,150648,153129,154999,156513,157770,158758,159912,161539,163009,164077,164967,165664,166152,167007,168162,169430,170588,171324,171879,172576,173171,174098,174478,175233,175752,176369,176551,177778,178473,179021,179710,179986,180328,180600,181200,181524,182196,182922,183189,183410,183594,183879,184121,184472,184924,185450,185750,186109
+121,,Ghana,7.9465,-1.0232,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,6,6,7,7,11,16,19,23,27,53,93,132,137,141,152,152,161,195,204,205,205,214,214,287,313,378,378,408,566,566,636,636,641,641,834,1042,1042,1042,1154,1154,1279,1279,1550,1550,1671,1671,2074,2074,2169,2169,2719,2719,3091,3091,4012,4263,4263,4700,5127,5408,5530,5638,5735,5735,5735,6096,6269,6269,6486,6617,6683,6808,7117,7303,7303,7616,7768,8070,8070,8297,8548,8885,9168,9462,9638,9910
+122,,Greece,39.0742,21.8243,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,4,4,7,7,7,9,31,45,46,73,73,89,99,99,190,228,331,331,387,418,418,495,530,624,695,743,821,892,966,1061,1156,1212,1314,1415,1544,1613,1673,1735,1755,1832,1884,1955,2011,2081,2114,2145,2170,2192,2207,2224,2235,2235,2245,2401,2408,2463,2490,2506,2517,2534,2566,2576,2591,2612,2620,2626,2632,2642,2663,2678,2691,2710,2716,2726,2744,2760,2770,2810,2819,2834,2836,2840,2850,2853,2874,2876,2878,2882,2892,2903,2906,2909,2915,2917,2918,2937,2937,2952,2967,2980,2997,3049
+123,,Guatemala,15.7835,-90.2308,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,6,6,9,12,17,19,20,21,24,25,28,34,34,36,38,39,47,50,61,61,70,77,87,95,126,137,155,156,167,180,196,214,235,257,289,294,316,384,430,473,500,530,530,557,599,644,688,703,730,763,798,832,900,967,1052,1114,1199,1342,1518,1643,1763,1763,1912,2133,2265,2512,2743,3054,3424,3760,3954,4145,4348,4607,4739,5087,5336,5586,5760,6154,6485,6792,7055,7502
+124,,Guinea,9.9456,-9.6966,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,4,4,4,4,8,8,16,22,22,30,52,73,111,121,128,144,164,194,212,250,250,319,363,404,438,477,518,579,622,688,761,862,954,996,996,1163,1240,1351,1495,1537,1586,1586,1710,1811,1856,1927,2009,2042,2146,2146,2298,2374,2473,2473,2658,2658,2796,2863,2863,3067,3067,3176,3275,3275,3275,3275,3553,3656,3706,3706,3844,3886,3933,3991,4060,4117,4117,4216
+125,,Guyana,5.0,-58.75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,4,4,7,7,7,7,7,19,20,5,5,5,5,8,8,8,12,19,19,23,23,24,31,33,37,37,37,45,45,45,47,55,55,63,63,65,65,66,67,70,73,73,74,74,74,78,82,82,82,82,92,93,93,93,94,94,104,109,113,113,113,116,117,117,124,125,125,127,127,127,135,137,139,139,150,150,152,153,153,153,153,153,153,154,154,154
+126,,Haiti,18.9712,-72.2852,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,6,7,8,8,8,8,15,15,15,16,16,18,20,21,24,25,27,30,31,33,33,40,40,41,41,43,44,47,57,57,62,72,72,72,74,76,76,76,81,85,85,88,100,101,101,129,146,151,182,209,209,234,273,310,358,456,533,533,596,734,812,865,865,958,1174,1320,1320,1584,1865,2124,2226,2226,2507,2640,2740,3072,3334,3538
+127,,Holy See,41.9029,12.4534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,4,4,4,4,6,6,6,6,6,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,10,10,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12
+128,,Honduras,15.2,-86.2419,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,6,8,9,12,24,24,26,30,30,36,52,68,95,110,139,141,172,219,222,264,268,298,305,312,343,382,392,393,397,407,419,426,442,457,472,477,494,510,519,591,627,627,661,702,738,771,804,1010,1055,1178,1270,1461,1685,1771,1830,1972,2100,2080,2255,2318,2460,2565,2646,2798,2955,2955,3204,3477,3477,3950,4189,4401,4640,4752,4752,5094,5202,5362,5527,5690,5880,5971,6155,6327,6450
+129,,Hungary,47.1625,19.5033,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,4,7,9,9,13,13,19,30,32,39,50,58,73,85,103,131,167,187,226,261,300,343,408,447,492,525,585,623,678,733,744,817,895,980,1190,1310,1410,1458,1512,1579,1652,1763,1834,1916,1984,2098,2168,2284,2443,2443,2500,2583,2649,2727,2775,2863,2942,2998,3035,3065,3111,3150,3178,3213,3263,3284,3313,3341,3380,3417,3473,3509,3535,3556,3598,3641,3678,3713,3741,3756,3771,3793,3816,3841,3867,3876,3892,3921,3931,3954,3970,3990,4008,4014
+130,,Iceland,64.9631,-19.0208,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,6,11,26,34,43,50,50,58,69,85,103,134,156,171,180,220,250,330,409,473,568,588,648,737,802,890,963,1020,1086,1135,1220,1319,1364,1417,1486,1562,1586,1616,1648,1675,1689,1701,1711,1720,1727,1739,1754,1760,1771,1773,1778,1785,1789,1789,1790,1792,1792,1795,1797,1797,1798,1798,1799,1799,1799,1799,1801,1801,1801,1801,1801,1801,1802,1802,1802,1802,1802,1802,1802,1803,1803,1803,1804,1804,1804,1804,1805,1805,1805,1806,1806,1806,1806,1806,1806,1806,1806,1807,1807
+131,,India,21.0,78.0,0,0,0,0,0,0,0,0,1,1,1,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,5,5,28,30,31,34,39,43,56,62,73,82,102,113,119,142,156,194,244,330,396,499,536,657,727,887,987,1024,1251,1397,1998,2543,2567,3082,3588,4778,5311,5916,6725,7598,8446,9205,10453,11487,12322,13430,14352,15722,17615,18539,20080,21370,23077,24530,26283,27890,29451,31324,33062,34863,37257,39699,42505,46437,49400,52987,56351,59695,62808,67161,70768,74292,78055,81997,85784,90648,95698,100328,106475,112028,118226,124794,131423,138536,144950,150793,158086,165386,173491,181827,190609,198370,207191,216824,226713,236184,246622,257486,265928
+132,,Indonesia,-0.7893,113.9213,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,4,4,6,19,27,34,34,69,96,117,134,172,227,311,369,450,514,579,686,790,893,1046,1155,1285,1414,1528,1677,1790,1986,2092,2273,2491,2738,2956,3293,3512,3842,4241,4557,4839,5136,5516,5923,6248,6575,6760,7135,7418,7775,8211,8607,8882,9096,9511,9771,10118,10551,10843,11192,11587,12071,12438,12776,13112,13645,14032,14265,14749,15438,16006,16496,17025,17514,18010,18496,19189,20162,20796,21745,22271,22750,23165,23851,24538,25216,25773,26473,26940,27549,28233,28818,29521,30514,31186,32033
+133,,Iran,32.0,53.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,5,18,28,43,61,95,139,245,388,593,978,1501,2336,2922,3513,4747,5823,6566,7161,8042,9000,10075,11364,12729,13938,14991,16169,17361,18407,19644,20610,21638,23049,24811,27017,29406,32332,35408,38309,41495,44605,47593,50468,53183,55743,58226,60500,62589,64586,66220,68192,70029,71686,73303,74877,76389,77995,79494,80868,82211,83505,84802,85996,87026,88194,89328,90481,91472,92584,93657,94640,95646,96448,97424,98647,99970,101650,103135,104691,106220,107603,109286,110767,112725,114533,116635,118392,120198,122492,124603,126949,129341,131652,133521,135701,137724,139511,141591,143849,146668,148950,151466,154445,157562,160696,164270,167156,169425,171789,173832
+134,,Iraq,33.0,44.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,7,7,13,19,26,32,35,35,40,54,60,60,71,71,71,101,110,116,124,154,164,192,208,214,233,266,316,346,382,458,506,547,630,694,728,772,820,878,961,1031,1122,1202,1232,1279,1318,1352,1378,1400,1415,1434,1482,1513,1539,1574,1602,1631,1677,1708,1763,1820,1847,1928,2003,2085,2153,2219,2296,2346,2431,2480,2543,2603,2679,2767,2818,2913,3032,3143,3193,3260,3404,3554,3611,3724,3877,3964,4272,4469,4632,4848,5135,5457,5873,6179,6439,6868,7387,8168,8840,9846,11098,12366,13481
+135,,Ireland,53.1424,-7.6921,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,6,6,18,18,19,21,34,43,43,90,129,129,169,223,292,557,683,785,906,1125,1329,1564,1819,2121,2415,2615,2910,3235,3447,3849,4273,4604,4994,5364,5709,6074,6574,8089,8928,9655,10647,11479,12547,13271,13980,14758,15251,15652,16040,16671,17607,18184,18561,19262,19648,19877,20253,20612,20833,21176,21506,21772,21983,22248,22385,22541,22760,22996,23135,23242,23401,23827,23956,24048,24112,24200,24251,24315,24391,24506,24582,24639,24698,24735,24803,24841,24876,24929,24990,25062,25066,25111,25142,25163,25183,25201,25207
+136,,Israel,31.0,35.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,3,4,7,10,10,12,15,20,37,43,61,61,75,79,100,126,155,213,218,250,304,427,529,712,883,1071,1238,2369,2693,3035,3619,4247,4695,5358,6092,6857,7428,7851,8430,8904,9248,9404,9968,10408,10743,11145,11586,12046,12501,12758,12982,13265,13491,13713,13942,14498,14803,15058,15298,15443,15555,15728,15834,15946,16101,16185,16208,16246,16289,16310,16381,16436,16454,16477,16506,16529,16548,16579,16589,16608,16617,16643,16659,16667,16683,16690,16712,16717,16734,16757,16793,16872,16987,17012,17071,17169,17285,17377,17495,17562,17752,17863,18032
+137,,Italy,43.0,12.0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,20,62,155,229,322,453,655,888,1128,1694,2036,2502,3089,3858,4636,5883,7375,9172,10149,12462,15113,17660,21157,24747,27980,31506,35713,41035,47021,53578,59138,63927,69176,74386,80589,86498,92472,97689,101739,105792,110574,115242,119827,124632,128948,132547,135586,139422,143626,147577,152271,156363,159516,162488,165155,168941,172434,175925,178972,181228,183957,187327,189973,192994,195351,197675,199414,201505,203591,205463,207428,209328,210717,211938,213013,214457,215858,217185,218268,219070,219814,221216,222104,223096,223885,224760,225435,225886,226699,227364,228006,228658,229327,229858,230158,230555,231139,231732,232248,232664,232997,233197,233515,233836,234013,234531,234801,234998,235278
+138,,Jamaica,18.1096,-77.2975,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,8,8,10,10,12,13,15,16,16,19,19,21,26,26,26,30,32,36,36,44,47,47,53,58,58,63,63,63,63,65,69,73,73,125,143,143,163,173,223,223,233,257,288,305,350,364,364,396,422,432,463,469,471,473,478,488,490,490,502,505,507,509,509,511,517,520,520,520,529,534,544,550,552,556,564,569,569,575,581,586,588,590,591,591,595,596,598,599
+139,,Japan,36.0,138.0,2,2,2,2,4,4,7,7,11,15,20,20,20,22,22,22,25,25,26,26,26,28,28,29,43,59,66,74,84,94,105,122,147,159,170,189,214,228,241,256,274,293,331,360,420,461,502,511,581,639,639,701,773,839,839,878,889,924,963,1007,1101,1128,1193,1307,1387,1468,1693,1866,1866,1953,2178,2495,2617,3139,3139,3654,3906,4257,4667,5530,6005,6748,7370,7645,8100,8626,9787,10296,10797,10797,11135,11512,12368,12829,13231,13441,14153,13736,13895,14088,14305,14571,14877,15078,15253,15253,15477,15575,15663,15777,15847,15968,16049,16120,16203,16237,16285,16305,16367,16367,16424,16513,16536,16550,16581,16623,16651,16598,16673,16716,16751,16787,16837,16867,16911,16958,17000,17039,17060
+140,,Jordan,31.24,36.51,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,8,17,34,52,69,85,85,112,127,154,172,212,235,246,259,268,274,278,299,310,323,345,349,353,358,372,372,381,389,391,397,401,402,407,413,417,425,428,435,437,441,444,447,449,449,451,453,459,460,461,465,471,473,494,508,522,540,562,576,582,586,596,607,613,629,649,672,684,700,704,708,711,718,720,728,730,734,739,746,755,757,765,784,795,808,831
+141,,Kazakhstan,48.0196,66.9237,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,6,9,10,33,35,44,49,53,60,62,72,81,111,150,228,284,302,343,380,435,464,531,584,662,697,727,781,812,865,951,1091,1232,1295,1402,1546,1615,1676,1852,1995,2135,2289,2482,2601,2717,2835,3027,3138,3402,3597,3857,3920,4049,4205,4422,4578,4834,4975,5090,5207,5279,5417,5571,5689,5850,6157,6751,6751,6969,7234,7919,7919,8531,8969,8969,9304,9576,9932,10382,10858,11308,11571,12067,12067,12312,12511,12694,12859
+142,,Kenya,-0.0236,37.9062,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,3,7,7,7,15,16,25,28,31,31,38,42,50,59,81,110,122,126,142,158,172,179,184,189,191,197,208,216,225,234,246,262,270,281,296,303,320,336,343,355,363,374,384,396,411,435,465,490,535,582,607,621,649,672,700,715,737,758,781,830,887,912,963,1029,1109,1161,1192,1214,1286,1348,1471,1618,1745,1888,1962,2021,2093,2216,2340,2474,2600,2767,2872
+143,,"Korea, South",36.0,128.0,1,1,2,2,3,4,4,4,4,11,12,15,15,16,19,23,24,24,25,27,28,28,28,28,28,29,30,31,31,104,204,433,602,833,977,1261,1766,2337,3150,3736,4335,5186,5621,6088,6593,7041,7314,7478,7513,7755,7869,7979,8086,8162,8236,8320,8413,8565,8652,8799,8961,8961,9037,9137,9241,9332,9478,9583,9661,9786,9887,9976,10062,10156,10237,10284,10331,10384,10423,10450,10480,10512,10537,10564,10591,10613,10635,10653,10661,10674,10683,10694,10708,10718,10728,10738,10752,10761,10765,10774,10780,10793,10801,10804,10806,10810,10822,10840,10874,10909,10936,10962,10991,11018,11037,11050,11065,11078,11110,11122,11142,11165,11190,11206,11225,11265,11344,11402,11441,11468,11503,11541,11590,11629,11668,11719,11776,11814,11852
+144,,Kuwait,29.5,47.75,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,11,26,43,45,45,45,56,56,56,58,58,61,64,64,69,72,80,80,104,112,123,130,142,148,159,176,188,189,191,195,208,225,235,255,266,289,317,342,417,479,556,665,743,855,910,993,1154,1234,1300,1355,1405,1524,1658,1751,1915,1995,2080,2248,2399,2614,2892,3075,3288,3440,3740,4024,4377,4619,4983,5278,5804,6289,6567,7208,7623,8688,9286,10277,11028,11975,12860,13802,14850,15691,16764,17568,18609,19564,20464,21302,21967,22575,23267,24112,25184,26192,27043,27762,28649,29359,29921,30644,31131,31848,32510
+145,,Kyrgyzstan,41.2044,74.7661,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,6,14,14,16,42,44,44,58,58,84,94,107,111,116,130,144,147,216,228,270,280,298,339,377,419,430,449,466,489,506,554,568,590,612,631,665,665,682,695,708,729,746,756,769,795,830,843,871,895,906,931,1002,1016,1037,1044,1082,1111,1117,1138,1216,1243,1270,1313,1350,1365,1403,1433,1468,1520,1594,1662,1722,1748,1817,1845,1871,1899,1936,1974,2007,2032
+146,,Latvia,56.8796,24.6032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,6,8,10,10,17,26,30,34,49,71,86,111,124,139,180,197,221,244,280,305,347,376,398,446,458,493,509,533,542,548,577,589,612,630,651,655,657,666,675,682,712,727,739,748,761,778,784,804,812,818,836,849,858,870,871,879,896,896,900,909,928,930,939,946,950,951,962,970,997,1008,1009,1012,1016,1025,1030,1046,1047,1049,1053,1057,1061,1064,1065,1066,1066,1071,1079,1082,1085,1086,1088,1088
+147,,Lebanon,33.8547,35.8623,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,4,10,13,13,13,16,22,22,32,32,41,61,61,77,93,110,110,120,133,157,163,187,248,267,318,333,368,391,412,438,446,470,479,494,508,520,527,541,548,576,582,609,619,630,632,641,658,663,668,672,673,677,677,682,688,696,704,707,710,717,721,725,729,733,737,740,741,750,784,796,809,845,859,870,878,886,891,902,911,931,954,961,1024,1086,1097,1114,1119,1140,1161,1168,1172,1191,1220,1233,1242,1256,1306,1312,1320,1331,1350
+148,,Liberia,6.4281,-9.4295,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,6,6,7,10,13,14,14,31,31,37,48,50,59,59,59,59,76,76,91,99,101,101,101,117,120,124,124,141,141,141,152,154,158,166,170,178,189,199,199,199,211,211,213,215,219,223,226,229,233,238,240,249,255,265,265,266,266,269,273,280,288,296,311,316,321,334,345,359,370
+149,,Liechtenstein,47.14,9.55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,4,4,4,7,28,28,28,37,37,51,51,51,56,56,56,56,62,68,68,75,75,77,77,77,78,78,78,79,79,79,79,79,79,79,79,79,81,81,81,81,81,81,81,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82,82
+150,,Lithuania,55.1694,23.8813,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,3,3,6,8,12,17,25,27,36,49,83,143,179,209,274,299,358,394,460,491,537,581,649,696,771,811,843,880,912,955,999,1026,1053,1062,1070,1091,1128,1149,1239,1298,1326,1350,1370,1398,1410,1426,1438,1449,1344,1375,1385,1399,1406,1410,1419,1423,1428,1433,1436,1444,1479,1485,1491,1505,1511,1523,1534,1541,1547,1562,1577,1593,1604,1616,1623,1635,1639,1647,1656,1662,1670,1675,1678,1682,1684,1687,1694,1705,1714,1720
+151,,Luxembourg,49.8153,6.1296,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,3,3,5,7,19,34,51,59,77,140,203,335,484,670,798,875,1099,1333,1453,1605,1831,1950,1988,2178,2319,2487,2612,2729,2804,2843,2970,3034,3115,3223,3270,3281,3292,3307,3373,3444,3480,3537,3550,3558,3618,3654,3665,3695,3711,3723,3729,3741,3769,3784,3802,3812,3824,3828,3840,3851,3859,3871,3877,3886,3888,3894,3904,3915,3923,3930,3945,3947,3958,3971,3980,3981,3990,3992,3993,3995,4001,4008,4012,4016,4018,4019,4020,4024,4027,4032,4035,4039,4040
+152,,Madagascar,-18.7669,46.8691,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,12,17,19,23,26,26,39,43,57,57,59,70,70,72,82,88,93,93,93,102,106,106,108,110,111,117,120,121,121,121,121,121,122,123,124,128,128,128,128,132,135,149,149,151,158,193,193,193,193,186,186,212,230,238,283,304,322,326,371,405,448,488,527,542,586,612,656,698,758,771,826,845,908,957,975,1026,1052,1094
+153,,Malaysia,2.5,112.5,0,0,0,3,4,4,4,7,8,8,8,8,8,10,12,12,12,16,16,18,18,18,19,19,22,22,22,22,22,22,22,22,22,22,22,22,23,23,25,29,29,36,50,50,83,93,99,117,129,149,149,197,238,428,566,673,790,900,1030,1183,1306,1518,1624,1796,2031,2161,2320,2470,2626,2766,2908,3116,3333,3483,3662,3793,3963,4119,4228,4346,4530,4683,4817,4987,5072,5182,5251,5305,5389,5425,5482,5532,5603,5691,5742,5780,5820,5851,5945,6002,6071,6176,6298,6353,6383,6428,6467,6535,6589,6656,6726,6742,6779,6819,6855,6872,6894,6941,6978,7009,7059,7137,7185,7245,7417,7604,7619,7629,7732,7762,7819,7857,7877,7970,8247,8266,8303,8322,8329
+154,,Maldives,3.2028,73.2207,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,6,8,8,9,10,13,13,13,13,13,13,13,13,13,13,13,13,16,16,17,17,18,19,19,19,19,19,19,19,19,19,19,19,20,20,20,22,25,28,35,52,69,83,86,108,129,177,214,226,250,278,468,491,519,527,541,573,617,648,744,790,835,897,904,955,982,1031,1078,1094,1106,1143,1186,1216,1274,1313,1371,1395,1438,1457,1513,1591,1672,1773,1829,1841,1850,1872,1883,1901,1903,1916
+155,,Malta,35.9375,14.3754,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,3,5,6,6,12,18,21,30,38,38,53,64,73,90,107,110,129,134,139,149,151,156,169,188,196,202,213,227,241,293,299,337,350,370,378,384,393,399,412,422,426,427,431,443,444,445,447,448,448,450,458,463,465,467,468,477,480,482,484,486,489,490,496,503,506,508,522,532,546,553,558,569,584,599,600,609,610,611,611,612,616,616,618,618,619,620,622,622,625,627,629,630
+156,,Mauritania,21.0079,10.9408,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,2,3,3,5,5,5,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,9,15,20,29,40,62,81,131,141,173,200,227,237,262,268,292,346,423,483,530,588,668,745,784,883,947,1049,1104
+157,,Mauritius,-20.2,57.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,12,14,28,36,42,48,81,94,102,107,128,143,161,169,186,196,227,244,268,273,314,318,319,324,324,324,324,324,324,325,328,328,328,329,331,331,331,332,334,334,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,332,334,334,334,334,334,335,335,335,335,335,335,335,337,337,337,337
+158,,Mexico,23.6345,-102.5528,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,5,5,5,5,5,6,6,7,7,7,8,12,26,41,53,82,93,118,164,203,251,316,367,405,475,585,717,848,993,1094,1215,1378,1510,1688,1890,2143,2439,2785,3181,3441,3844,4219,4661,5014,5399,5847,6297,6875,7497,8261,8772,9501,10544,11633,12872,13842,14677,15529,16752,17799,19224,20739,22088,23471,24905,26025,27634,29616,31522,33460,35022,36327,38324,40186,42595,45032,47144,49219,51633,54346,56594,59567,62527,65856,68620,71105,74560,78023,81400,84627,87512,90664,93435,97326,101238,105680,110026,113619,117103,120102
+159,,Moldova,47.4116,28.3699,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,6,12,23,23,30,30,49,66,80,94,109,125,149,177,199,231,263,298,353,423,505,591,752,864,965,1056,1174,1289,1438,1560,1662,1712,1934,2049,2154,2264,2378,2472,2548,2614,2778,2926,3110,3304,3408,3481,3638,3771,3897,3980,4052,4121,4248,4363,4476,4605,4728,4867,4927,4995,5154,5406,5553,5745,5934,6060,6138,6340,6553,6704,6847,6994,7093,7147,7305,7537,7725,7896,8098,8251,8360,8548,8795,9018,9247,9511,9700,9807
+160,,Monaco,43.7333,7.4167,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,7,7,7,7,11,11,23,23,23,31,33,42,42,46,49,52,55,60,64,66,73,77,79,81,84,90,92,93,93,93,93,93,94,94,94,94,94,94,94,94,94,94,95,95,95,95,95,95,95,95,95,95,95,95,96,96,96,96,96,96,96,96,96,97,97,97,97,97,98,98,98,98,98,98,98,99,99,99,99,99,99,99,99,99,99
+161,,Mongolia,46.8625,103.8467,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,5,6,6,6,10,10,10,10,10,11,11,12,12,12,12,14,14,14,14,14,15,15,16,16,16,16,16,17,30,30,31,31,31,32,33,34,35,36,37,37,38,38,38,38,38,38,39,39,40,41,41,41,42,42,42,42,42,42,98,98,135,136,140,140,140,140,141,141,141,141,141,148,161,179,179,179,185,185,185,186,191,193,193,194
+162,,Montenegro,42.5,19.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,14,14,21,27,47,52,69,82,84,85,91,109,123,144,174,201,214,233,241,248,252,255,263,272,274,283,288,303,303,307,308,312,313,315,316,319,320,321,321,321,322,322,322,322,322,323,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324,324
+163,,Morocco,31.7917,-7.0926,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,3,5,6,7,17,28,29,38,49,63,77,96,115,143,170,225,275,345,402,479,556,617,654,708,791,919,1021,1120,1184,1275,1374,1448,1545,1661,1763,1888,2024,2283,2564,2685,2855,3046,3209,3446,3568,3758,3897,4065,4120,4252,4321,4423,4569,4729,4903,5053,5219,5408,5548,5711,5910,6063,6281,6418,6512,6607,6652,6741,6870,6952,7023,7133,7211,7332,7406,7433,7532,7577,7601,7643,7714,7780,7807,7833,7866,7922,8003,8071,8151,8224,8302
+164,,Namibia,-22.9576,18.4904,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,4,7,7,8,8,8,11,11,11,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,19,20,21,21,21,22,22,23,23,24,25,25,25,25,25,29,29,31
+165,,Nepal,28.1667,84.25,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,3,3,4,5,5,5,5,5,6,6,9,9,9,9,9,9,9,9,12,14,16,16,16,30,31,31,31,43,45,48,49,49,52,52,54,57,57,59,59,75,75,82,99,101,102,110,110,134,217,250,249,267,291,295,375,402,427,457,516,584,603,682,772,886,1042,1212,1401,1572,1811,2099,2300,2634,2912,3235,3448,3762
+166,Aruba,Netherlands,12.5186,-70.0358,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,4,4,5,5,9,9,12,17,28,33,46,50,50,55,55,60,62,64,64,71,74,77,82,86,92,92,92,92,93,95,96,96,97,97,97,100,100,100,100,100,100,100,100,100,100,100,100,100,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101,101
+167,Curacao,Netherlands,12.1696,-68.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,3,3,3,3,4,6,6,6,8,8,8,11,11,11,11,11,11,11,13,13,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,14,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,17,17,18,18,18,18,18,19,19,19,20,21,21,21,21,21,21
+168,Sint Maarten,Netherlands,18.0425,-63.0548,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,2,2,3,3,3,3,6,6,6,16,18,23,23,25,37,40,40,43,50,50,50,50,52,53,57,57,64,67,67,67,71,73,73,73,74,74,75,75,75,76,76,76,76,76,76,76,76,76,76,76,76,76,76,76,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77,77
+169,,Netherlands,52.1326,5.2913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,6,10,18,24,38,82,128,188,265,321,382,503,503,804,959,1135,1413,1705,2051,2460,2994,3631,4204,4749,5560,6412,7431,8603,9762,10866,11750,12595,13614,14697,15723,16627,17851,18803,19580,20549,21762,23097,24413,25587,26551,27419,28153,29214,30449,31589,32655,33405,34134,34842,35729,36535,37190,37845,38245,38416,38802,39316,39791,40236,40571,40770,41087,41319,41774,42093,42382,42627,42788,42984,43211,43481,43681,43870,43995,44141,44249,44447,44700,44888,45064,45236,45445,45578,45768,45950,46126,46257,46442,46545,46647,46733,46942,47152,47335,47574,47739
+170,,New Zealand,-40.9006,174.886,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,3,3,4,5,5,5,5,5,5,5,6,8,8,12,20,28,39,52,102,102,155,205,283,368,451,514,589,647,708,797,868,950,1039,1106,1160,1210,1239,1283,1312,1330,1349,1366,1386,1401,1409,1422,1431,1440,1445,1451,1456,1461,1470,1469,1472,1474,1476,1479,1485,1487,1487,1486,1488,1489,1490,1492,1494,1497,1497,1497,1497,1498,1498,1499,1499,1499,1503,1503,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504,1504
+171,,Nicaragua,12.8654,-85.2072,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,2,2,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,9,9,9,9,9,9,9,10,10,10,10,11,11,12,13,13,13,13,14,14,14,15,15,16,16,16,16,16,16,16,25,25,25,25,25,25,25,254,254,279,279,279,279,279,759,759,759,759,759,759,759,1118,1118,1118,1118,1118,1118,1118
+172,,Niger,17.6078,8.0817,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,3,3,7,10,10,10,18,27,27,74,98,120,144,184,253,278,342,410,438,491,529,529,570,584,584,627,639,648,648,657,662,671,681,684,696,701,709,713,719,728,736,750,755,763,770,781,795,815,821,832,854,860,876,885,889,904,909,914,920,924,937,943,945,951,952,952,955,955,956,958,958,960,961,963,966,970,973,973
+173,,Nigeria,9.082,8.6753,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,3,8,8,12,22,30,40,44,51,65,70,89,111,131,135,174,184,210,214,232,238,254,276,288,305,318,323,343,373,407,442,493,542,627,665,665,873,981,1095,1182,1273,1337,1532,1728,1932,2170,2388,2558,2802,2950,3145,3526,3912,4151,4399,4641,4787,4971,5162,5450,5621,5959,6175,6401,6677,7016,7261,7526,7839,8068,8344,8733,8915,9302,9855,10162,10578,10819,11166,11516,11844,12233,12486,12801
+174,,North Macedonia,41.6086,21.7453,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,3,3,3,3,7,7,7,14,14,14,18,26,35,48,67,85,115,136,148,177,201,219,241,259,285,329,354,384,430,483,555,570,599,617,663,711,760,828,854,908,974,1081,1117,1170,1207,1225,1231,1259,1300,1326,1367,1386,1399,1421,1442,1465,1494,1506,1511,1518,1526,1539,1572,1586,1622,1642,1664,1674,1694,1723,1740,1762,1792,1817,1839,1858,1898,1921,1941,1978,1999,2014,2039,2077,2129,2164,2226,2315,2391,2492,2611,2790,2915,3025,3152
+175,,Norway,60.472,8.4689,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,6,15,19,25,32,56,87,108,147,176,205,400,598,702,996,1090,1221,1333,1463,1550,1746,1914,2118,2385,2621,2863,3084,3369,3755,4015,4284,4445,4641,4863,5147,5370,5550,5687,5865,6086,6086,6211,6314,6409,6525,6603,6623,6740,6896,6937,7036,7078,7156,7191,7338,7401,7463,7499,7527,7599,7660,7710,7738,7783,7809,7847,7904,7955,7996,8034,8070,8099,8105,8132,8157,8175,8196,8219,8237,8249,8257,8267,8281,8309,8332,8346,8352,8364,8383,8401,8411,8422,8437,8440,8446,8455,8477,8504,8522,8531,8547,8561
+176,,Oman,21.0,57.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,4,4,4,6,6,6,12,15,16,16,16,16,16,18,18,18,19,19,22,22,24,39,48,48,52,55,66,84,99,109,131,152,167,179,192,210,231,252,277,298,331,371,419,457,484,546,599,727,813,910,1019,1069,1180,1266,1410,1508,1614,1716,1790,1905,1998,2049,2131,2274,2348,2447,2483,2568,2637,2735,2903,2958,3112,3224,3399,3573,3721,4019,4341,4625,5029,5186,5379,5671,6043,6370,6794,7257,7770,7770,8118,8373,9009,9820,10423,11437,12223,12799,13537,14316,15086,16016,16882,17486
+177,,Pakistan,30.3753,69.3451,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,4,4,4,5,5,5,6,6,6,6,16,19,20,28,31,53,136,236,299,454,501,730,776,875,972,1063,1201,1373,1495,1597,1717,1938,2118,2421,2686,2818,3157,3766,4035,4263,4489,4695,5011,5230,5496,5837,6383,6919,7025,7638,8348,8418,9565,10076,11155,11940,12723,13328,13915,14612,15525,16817,18114,19103,20084,20941,22049,24073,24644,26435,28736,30334,32081,34336,35298,35788,38799,38799,40151,42125,43966,45898,48091,50694,52437,54601,56349,57705,59151,61227,64028,66457,69496,72460,76398,80463,85264,89249,93983,98943,108317
+178,,Panama,8.538,-80.7821,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,8,11,27,36,43,55,69,86,109,137,200,313,345,345,443,558,674,786,901,989,1181,1181,1317,1475,1673,1801,1988,2100,2249,2528,2752,2974,3234,3400,3472,3574,3751,4016,4210,4273,4467,4658,4821,5166,5338,5538,5779,6021,6021,6378,6532,6720,7090,7090,7197,7523,7731,7868,8070,8282,8448,8616,8783,8944,9118,9268,9449,9606,9726,9867,9977,10116,10267,10577,10926,11183,11447,11728,12131,12531,13018,13463,13837,14095,14609,15044,15463,16004,16425,16854
+179,,Papua New Guinea,-6.315,143.9555,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8
+180,,Paraguay,-23.4425,-58.4438,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,6,6,6,8,9,11,11,13,18,22,22,27,37,41,52,56,59,64,65,69,77,92,96,104,113,115,119,124,129,133,134,147,159,161,174,199,202,206,208,208,213,213,223,228,228,228,239,239,266,333,370,396,415,431,440,462,563,689,713,724,737,740,754,759,778,786,788,829,833,836,838,850,862,865,877,884,900,917,964,986,995,1013,1070,1086,1087,1090,1135,1145
+181,,Peru,-9.19,-75.0152,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,6,7,11,11,15,28,38,43,86,117,145,234,234,318,363,395,416,480,580,635,671,852,950,1065,1323,1414,1595,1746,2281,2561,2954,4342,5256,5897,6848,7519,9784,10303,11475,12491,13489,14420,15628,16325,17837,19250,20914,21648,25331,27517,28699,31190,33931,36976,40459,42534,45928,47372,51189,54817,58526,61847,65015,67307,68822,72059,76306,80604,84495,88541,92273,94933,99483,104020,108769,111698,115754,119959,123979,129751,135905,141779,148285,155671,164476,170039,170039,178914,183198,187400,191758,196515,199696
+182,,Philippines,13.0,122.0,0,0,0,0,0,0,0,0,1,1,1,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,5,6,10,20,33,49,52,64,111,140,142,187,202,217,230,307,380,462,552,636,707,803,1075,1418,1546,2084,2311,2633,3018,3094,3246,3660,3764,3870,4076,4195,4428,4648,4932,5223,5453,5660,5878,6087,6259,6459,6599,6710,6981,7192,7294,7579,7777,7958,8212,8488,8772,8928,9223,9485,9684,10004,10343,10463,10610,10794,11086,11350,11618,11876,12091,12305,12513,12718,12942,13221,13434,13597,13777,14035,14319,14669,15049,15588,16634,17224,18086,18638,18997,19748,20382,20626,21340,21895,22474
+183,,Poland,51.9194,19.1451,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,5,11,16,22,31,49,68,103,119,177,238,251,355,425,536,634,749,901,1051,1221,1389,1638,1862,2055,2311,2554,2946,3383,3627,4102,4413,4848,5205,5575,5955,6356,6674,6934,7202,7582,7918,8379,8742,9287,9593,9856,10169,10511,10892,11273,11617,11902,12218,12640,12877,13105,13375,13693,14006,14431,14740,15047,15366,15651,15996,16326,16921,17204,17615,18016,18257,18529,18885,19268,19739,20143,20619,20931,21326,21631,22074,22473,22825,23155,23571,23786,24165,24395,24687,25048,25410,25986,26561,27160
+184,,Portugal,39.3999,-8.2245,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,5,8,13,20,30,30,41,59,59,112,169,245,331,448,448,785,1020,1280,1600,2060,2362,2995,3544,4268,5170,5962,6408,7443,8251,9034,9886,10524,11278,11730,12442,13141,13956,15472,15987,16585,16934,17448,18091,18841,19022,19685,20206,20863,21379,21982,22353,22797,23392,23864,24027,24322,24505,25045,25351,25190,25282,25524,25702,26182,26715,27268,27406,27581,27679,27913,28132,28319,28583,28810,29036,29209,29432,29660,29912,30200,30471,30623,30788,31007,31292,31596,31946,32203,32500,32700,32895,33261,33592,33969,34351,34693,34885
+185,,Qatar,25.3548,51.1839,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,7,8,8,8,8,15,18,24,262,262,320,337,401,439,439,452,460,470,481,494,501,526,537,549,562,590,634,693,781,835,949,1075,1325,1604,1832,2057,2210,2376,2512,2728,2979,3231,3428,3711,4103,4663,5008,5448,6015,6533,7141,7764,8525,9358,10287,11244,11921,12564,13409,14096,14872,15551,16191,17142,17972,18890,20201,21331,22520,23623,25149,26539,28272,29425,30972,32604,33969,35606,37097,38651,40481,42213,43714,45465,47207,48947,50914,52907,55262,56910,58433,60259,62160,63741,65495,67195,68790,70158
+186,,Romania,45.9432,24.9668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,3,3,4,6,9,9,15,15,25,45,49,89,123,131,158,184,260,277,308,367,433,576,794,906,1029,1292,1452,1815,2109,2245,2460,2738,3183,3613,3864,4057,4417,4761,5202,5467,5990,6300,6633,6879,7216,7707,8067,8418,8746,8936,9242,9710,10096,10417,10635,11036,11339,11616,11978,12240,12567,12732,13163,13512,13837,14107,14499,14811,15131,15362,15588,15778,16002,16247,16437,16704,16871,17036,17191,17387,17585,17712,17857,18070,18283,18429,18594,18791,18982,19133,19257,19398,19517,19669,19907,20103,20290,20479,20604
+187,,Russia,60.0,90.0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,3,3,3,4,13,13,17,17,20,20,28,45,59,63,90,114,147,199,253,306,367,438,495,658,840,1036,1264,1534,1836,2337,2777,3548,4149,4731,5389,6343,7497,8672,10131,11917,13584,15770,18328,21102,24490,27938,32008,36793,42853,47121,52763,57999,62773,68622,74588,80949,87147,93558,99399,106498,114431,124054,134687,145268,155370,165929,177160,187859,198676,209688,221344,232243,242271,252245,262843,272043,281752,290678,299941,308705,317554,326448,335882,344481,353427,362342,370680,379051,387623,396575,405843,414328,423186,431715,440538,449256,458102,467073,476043
+188,,Rwanda,-1.9403,29.8739,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,7,8,8,17,17,19,36,40,41,50,54,60,70,70,75,82,84,89,102,104,105,105,110,110,118,120,126,127,134,136,138,143,144,147,147,150,153,154,176,183,191,207,212,225,243,249,255,259,261,261,268,271,273,280,284,285,286,287,287,287,289,292,297,308,314,320,321,325,327,336,339,346,349,355,359,370,377,384,397,410,420,431,439,451
+189,,Saint Lucia,13.9094,-60.9789,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,2,2,2,2,3,3,3,3,3,3,9,9,13,13,13,13,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,17,17,17,17,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19,19
+190,,Saint Vincent and the Grenadines,12.9843,-61.2872,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,3,7,7,7,8,8,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,15,15,16,16,16,16,16,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,17,18,18,18,18,18,18,18,18,25,26,26,26,26,26,26,26,26,26,27,27
+191,,San Marino,43.9424,12.4578,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,8,10,16,21,21,23,36,36,51,62,69,80,80,101,109,109,119,119,144,144,175,187,187,208,208,223,224,224,230,236,236,245,245,259,266,266,279,279,333,344,356,356,356,371,372,426,435,455,461,462,476,488,501,513,513,538,538,553,563,569,580,580,582,582,589,608,622,623,637,628,628,638,643,648,652,653,654,654,655,656,658,661,665,665,666,666,667,670,671,671,671,671,672,674,678,680,680,680,687
+192,,Saudi Arabia,24.0,45.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,5,11,15,20,21,45,86,103,103,118,171,171,274,344,392,511,562,767,900,1012,1104,1203,1299,1453,1563,1720,1885,2039,2179,2402,2605,2795,2932,3287,3651,4033,4462,4934,5369,5862,6380,7142,8274,9362,10484,11631,12772,13930,15102,16299,17522,18811,20077,21402,22753,24097,25459,27011,28656,30251,31938,33731,35432,37136,39048,41014,42925,44830,46869,49176,52016,54752,57345,59854,62545,65077,67719,70161,72560,74795,76726,78541,80185,81766,83384,85261,87142,89011,91182,93157,95748,98869,101914,105283
+193,,Senegal,14.4974,-14.4524,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,4,4,4,4,4,4,4,4,4,10,10,24,24,26,31,31,38,47,67,79,86,99,105,119,130,142,162,175,190,195,207,219,222,226,237,244,250,265,278,280,291,299,314,335,342,350,367,377,412,442,479,545,614,671,736,823,882,933,1024,1115,1182,1271,1329,1433,1492,1551,1634,1709,1886,1995,2105,2189,2310,2429,2480,2544,2617,2714,2812,2909,2976,3047,3130,3161,3253,3348,3429,3535,3645,3739,3836,3932,4021,4155,4249,4328,4427
+194,,Serbia,44.0165,21.0059,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,5,12,19,35,46,48,55,65,83,103,135,171,222,249,303,384,384,457,659,741,785,900,1060,1171,1476,1624,1908,2200,2447,2666,2867,3105,3380,3630,4054,4465,4873,5318,5690,5994,6318,6630,6890,7144,7276,7483,7779,8042,8275,8497,8724,9009,9009,9362,9464,9557,9677,9791,9848,9943,10032,10032,10176,10243,10295,10374,10438,10496,10610,10699,10733,10833,10919,11024,11092,11159,11193,11227,11275,11300,11354,11381,11412,11430,11454,11523,11571,11667,11741,11823,11896
+195,,Seychelles,-4.6796,55.492,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,4,4,6,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11
+196,,Singapore,1.2833,103.8333,0,1,3,3,4,5,7,7,10,13,16,18,18,24,28,28,30,33,40,45,47,50,58,67,72,75,77,81,84,84,85,85,89,89,91,93,93,93,102,106,108,110,110,117,130,138,150,150,160,178,178,200,212,226,243,266,313,345,385,432,455,509,558,631,683,732,802,844,879,926,1000,1049,1114,1189,1309,1375,1481,1623,1910,2108,2299,2532,2918,3252,3699,4427,5050,5992,6588,8014,9125,10141,11178,12075,12693,13624,14423,14951,15641,16169,17101,17548,18205,18778,19410,20198,20939,21707,22460,23336,23822,24671,25346,26098,26891,27356,28038,28343,28794,29364,29812,30426,31068,31616,31960,32343,32876,33249,33860,34366,34884,35292,35836,36405,36922,37183,37527,37910,38296
+197,,Slovakia,48.669,19.699,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,7,10,16,32,44,54,63,72,105,123,137,178,185,186,204,216,226,269,292,314,336,363,400,426,450,471,485,534,581,682,701,715,728,742,769,835,863,977,1049,1089,1161,1173,1199,1244,1325,1360,1373,1379,1381,1384,1391,1396,1403,1407,1408,1413,1421,1429,1445,1455,1455,1457,1457,1465,1469,1477,1480,1493,1494,1495,1495,1496,1502,1503,1504,1509,1511,1513,1515,1520,1520,1521,1521,1522,1522,1525,1526,1526,1528,1528,1530
+198,,Slovenia,46.1512,14.9955,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,7,7,16,16,31,57,89,141,181,219,253,275,275,286,341,383,414,442,480,528,562,632,684,730,756,802,841,897,934,977,997,1021,1059,1091,1124,1160,1188,1205,1212,1220,1248,1268,1304,1317,1330,1335,1344,1353,1366,1373,1388,1396,1402,1408,1418,1429,1434,1439,1439,1439,1445,1448,1449,1450,1454,1457,1460,1461,1463,1464,1465,1465,1466,1466,1467,1468,1468,1468,1468,1468,1469,1469,1471,1473,1473,1473,1473,1473,1475,1477,1477,1479,1484,1485,1485
+199,,Somalia,5.1521,46.1996,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,3,3,3,3,5,5,5,7,7,7,7,8,12,12,21,21,25,60,60,80,80,116,135,164,237,286,286,328,328,390,436,480,528,582,601,601,671,722,756,835,873,928,928,997,1054,1089,1170,1219,1284,1284,1357,1421,1455,1502,1573,1594,1594,1594,1594,1689,1711,1731,1828,1828,1916,1976,2023,2089,2146,2204,2204,2289,2334,2368
+200,,South Africa,-30.5595,22.9375,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,3,3,7,13,17,24,38,51,62,62,116,150,202,240,274,402,554,709,927,1170,1187,1280,1326,1353,1380,1462,1505,1585,1655,1686,1749,1845,1934,2003,2028,2173,2272,2415,2506,2605,2783,3034,3158,3300,3465,3635,3953,4220,4361,4546,4793,4996,5350,5647,5951,6336,6783,7220,7572,7808,8232,8895,9420,10015,10652,11350,12074,12739,13524,14355,15515,16433,17200,18003,19137,20125,21343,22583,23615,24264,25937,27403,29240,30967,32683,34357,35812,37525,40792,43434,45973,48285,50879
+201,,Spain,40.0,-4.0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,6,13,15,32,45,84,120,165,222,259,400,500,673,1073,1695,2277,2277,5232,6391,7798,9942,11748,13910,17963,20410,25374,28768,35136,39885,49515,57786,65719,73235,80110,87956,95923,104118,112065,119199,126168,131646,136675,141942,148220,153222,158273,163027,166831,170099,172541,177644,184948,190839,191726,198674,200210,204178,208389,213024,202990,205905,207634,209465,210773,212917,213435,215216,216582,217466,218011,219329,220325,221447,222857,223578,224350,227436,228030,228691,229540,230183,230698,230698,231606,232037,232555,233037,234824,235290,235772,235400,236259,236259,237906,238564,239228,239479,239638,239932,240326,240660,240978,241310,241550,241717
+202,,Sri Lanka,7.0,81.0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,6,10,18,28,44,51,60,73,77,82,97,102,102,106,106,113,117,122,143,146,151,159,166,176,178,185,189,190,190,198,210,217,233,238,238,244,254,271,304,310,330,368,420,460,523,588,619,649,663,690,705,718,751,771,797,824,835,847,863,869,889,915,925,935,960,981,992,1027,1028,1055,1068,1089,1141,1182,1319,1469,1530,1558,1620,1633,1643,1683,1749,1797,1801,1814,1835,1857
+203,,Sudan,12.8628,30.2176,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,2,2,2,2,2,2,3,3,3,3,5,6,6,7,7,8,10,10,12,12,14,14,15,17,19,19,29,32,32,32,33,66,66,107,107,140,174,174,213,237,275,318,375,442,533,592,592,678,778,852,930,1111,1164,1365,1526,1661,1818,1818,1964,2289,2289,2591,2728,2728,3138,3378,3628,3820,3976,3976,4346,4346,4521,4800,5026,5173,5310,5499,5714,5865,6081,6081,6242
+204,,Suriname,3.9193,-56.0278,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,4,4,5,5,7,8,8,8,8,8,8,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,14,23,44,54,74,82,90,100,122,128
+205,,Sweden,63.0,16.0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,7,7,12,14,15,21,35,94,101,161,203,248,355,500,599,814,961,1022,1103,1190,1279,1439,1639,1763,1934,2046,2286,2526,2840,3069,3447,3700,4028,4435,4947,5568,6131,6443,6830,7206,7693,8419,9141,9685,10151,10483,10948,11445,11927,12540,13216,13822,14385,14777,15322,16004,16755,17567,18177,18640,18926,19621,20302,21092,21520,22082,22317,22721,23216,23918,24623,25265,25921,26322,26670,27272,27909,28582,29207,29677,30143,30377,30799,31523,32172,32809,33188,33459,33843,34440,35088,35727,36476,37113,37542,37814,38589,40803,41883,42939,43887,44730,45133
+206,,Switzerland,46.8182,8.2275,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,8,8,18,27,42,56,90,114,214,268,337,374,491,652,652,1139,1359,2200,2200,2700,3028,4075,5294,6575,7474,8795,9877,10897,11811,12928,14076,14829,15922,16605,17768,18827,19606,20505,21100,21657,22253,23280,24051,24551,25107,25415,25688,25936,26336,26732,27078,27404,27740,27944,28063,28268,28496,28677,28894,29061,29164,29264,29407,29586,29705,29817,29905,29981,30009,30060,30126,30207,30251,30305,30344,30380,30413,30463,30514,30572,30587,30597,30618,30658,30694,30707,30725,30736,30746,30761,30776,30796,30828,30845,30862,30871,30874,30893,30913,30936,30956,30965,30972
+207,,Taiwan*,23.7,121.0,1,1,3,3,4,5,8,8,9,10,10,10,10,11,11,16,16,17,18,18,18,18,18,18,18,20,22,22,23,24,26,26,28,30,31,32,32,34,39,40,41,42,42,44,45,45,45,45,47,48,49,50,53,59,67,77,100,108,135,153,169,195,215,235,252,267,283,298,306,322,329,339,348,355,363,373,376,379,380,382,385,388,393,393,395,395,395,398,420,422,425,426,427,428,429,429,429,429,429,429,429,432,436,438,438,439,440,440,440,440,440,440,440,440,440,440,440,440,440,440,440,441,441,441,441,441,441,441,442,442,442,443,443,443,443,443,443,443,443
+208,,Tanzania,-6.369,34.8888,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,6,6,6,12,12,12,12,13,13,14,14,19,19,20,20,20,20,22,24,24,25,25,32,32,32,49,53,88,94,147,147,170,254,254,284,284,299,299,299,299,299,480,480,480,480,480,480,480,480,480,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509,509
+209,,Thailand,15.0,101.0,2,3,5,7,8,8,14,14,14,19,19,19,19,25,25,25,25,32,32,32,33,33,33,33,33,34,35,35,35,35,35,35,35,35,37,40,40,41,42,42,43,43,43,47,48,50,50,50,53,59,70,75,82,114,147,177,212,272,322,411,599,721,827,934,1045,1136,1245,1388,1524,1651,1771,1875,1978,2067,2169,2220,2258,2369,2423,2473,2518,2551,2579,2613,2643,2672,2700,2733,2765,2792,2811,2826,2839,2907,2907,2922,2931,2938,2947,2954,2960,2966,2969,2987,2988,2989,2992,3000,3004,3009,3015,3017,3017,3018,3025,3025,3028,3031,3033,3034,3037,3037,3040,3040,3042,3045,3054,3065,3076,3077,3081,3082,3083,3084,3101,3102,3104,3112,3119
+210,,Togo,8.6195,0.8248,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,9,16,16,18,20,23,23,25,25,25,30,34,36,39,40,41,44,58,65,70,73,76,76,76,77,77,81,81,83,84,84,84,86,88,88,90,96,98,98,99,109,116,123,123,124,126,128,128,135,145,153,174,181,199,219,238,263,298,301,330,338,340,354,363,373,381,386,391,395,422,428,433,442,443,445,452,465,485,487,495,497
+211,,Trinidad and Tobago,10.6918,-61.2225,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,4,5,7,9,9,49,50,51,57,60,65,66,74,78,82,87,90,94,98,103,104,105,107,107,109,109,112,113,113,113,114,114,114,114,114,114,115,115,115,115,115,115,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,116,117,117,117,117,117,117,117,117,117,117
+212,,Tunisia,34.0,9.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,2,2,5,7,7,16,18,18,20,24,29,39,54,60,75,89,114,173,197,227,278,312,312,394,423,455,495,553,574,596,623,628,643,671,685,707,726,747,780,822,864,864,879,884,884,909,918,922,939,949,967,975,980,994,998,1009,1013,1018,1022,1025,1026,1030,1032,1032,1032,1032,1032,1032,1035,1037,1037,1043,1044,1045,1046,1048,1048,1051,1051,1051,1051,1068,1071,1076,1077,1084,1086,1087,1087,1087,1087,1087,1087
+213,,Turkey,38.9637,35.2433,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,5,6,18,47,98,192,359,670,1236,1529,1872,2433,3629,5698,7402,9217,10827,13531,15679,18135,20921,23934,27069,30217,34109,38226,42282,47029,52167,56956,61049,65111,69392,74193,78546,82329,86306,90980,95591,98674,101790,104912,107773,110130,112261,114653,117589,120204,122392,124375,126045,127659,129491,131744,133721,135569,137115,138657,139771,141475,143114,144749,146457,148067,149435,150593,151615,152587,153548,154500,155686,156827,157814,158762,159797,160979,162120,163103,163942,164769,165555,166422,167410,168340,169218,170132,171121
+214,,Uganda,1.0,32.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,9,9,14,14,23,30,33,33,44,44,45,48,48,52,52,52,53,53,53,53,54,54,55,55,55,56,55,55,56,61,63,74,75,75,79,79,79,81,83,85,88,89,97,98,100,101,101,116,121,121,129,139,160,203,227,227,248,260,264,160,175,198,198,222,253,281,317,329,413,417,457,489,507,522,557,593,616,646
+215,,Ukraine,48.3794,31.1656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,3,3,3,7,14,14,16,29,47,73,73,97,145,196,310,356,475,548,645,794,897,1072,1225,1308,1319,1462,1668,1892,2203,2511,2777,3102,3372,3764,4161,4662,5106,5449,5710,6125,6592,7170,7647,8125,8617,9009,9410,9866,10406,10861,11411,11913,12331,12697,13184,13691,14195,14710,15232,15648,16023,16425,16847,17330,17858,18291,18616,18876,19230,19706,20148,20580,20986,21245,21584,21905,22382,22811,23204,23672,24562,24895,25385,25981,26542,27101,27599,28077
+216,,United Arab Emirates,24.0,54.0,0,0,0,0,0,0,0,4,4,4,4,5,5,5,5,5,5,7,7,8,8,8,8,8,8,9,9,9,9,9,9,13,13,13,13,13,13,19,21,21,21,27,27,29,29,45,45,45,74,74,85,85,85,98,98,98,113,140,140,153,153,198,248,333,333,405,468,570,611,664,814,1024,1264,1505,1799,2076,2359,2659,2990,3360,3736,4123,4521,4933,5365,5825,6302,6302,6781,7265,7755,8238,8756,9281,9813,10349,10839,11380,11929,12481,13038,13599,14163,14730,15192,15738,16240,16793,17417,18198,18878,19661,20386,21084,21831,22627,23358,24190,25063,26004,26898,27892,28704,29485,30307,31086,31969,32532,33170,33896,34557,35192,35788,36359,37018,37642,38268,38808,39376
+217,Bermuda,United Kingdom,32.3078,-64.7505,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,6,6,6,7,15,17,17,22,27,32,32,35,35,35,37,39,39,39,48,48,48,57,57,57,81,81,83,83,86,86,86,99,99,99,109,109,110,110,111,114,114,114,115,115,115,118,118,118,118,118,119,121,121,122,122,123,123,125,125,125,125,128,128,133,133,139,139,140,140,140,140,141,141,141,141,141,141,141,141
+218,Cayman Islands,United Kingdom,19.3133,-81.2546,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,3,3,3,3,5,6,8,8,8,8,8,12,14,22,28,28,35,35,39,45,45,45,45,45,53,53,54,54,60,61,61,61,66,66,66,66,70,70,70,70,70,73,73,74,74,74,75,78,78,80,81,81,81,84,85,86,93,94,94,94,94,111,111,121,129,129,129,134,137,140,140,141,141,141,150,151,156,160,164,164,164,171
+219,Channel Islands,United Kingdom,49.3723,-2.3644,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,2,3,6,6,6,11,14,32,32,36,36,46,66,88,97,108,141,141,172,193,232,262,309,323,335,351,361,398,407,431,436,440,447,457,470,484,488,488,496,498,521,523,525,525,525,530,537,537,538,543,544,544,545,545,545,545,545,545,546,547,548,549,549,554,554,555,555,558,558,558,558,558,559,559,560,560,560,560,560,560,560,561,561,561,563,563,564
+220,Gibraltar,United Kingdom,36.1408,-5.3536,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,3,8,10,10,10,15,15,15,26,35,55,56,65,69,69,81,88,95,98,103,109,113,120,123,127,129,129,129,129,131,131,132,132,132,132,132,132,133,133,136,141,141,141,141,144,144,144,144,144,144,144,144,146,146,146,147,148,147,147,147,147,147,147,147,149,151,151,152,154,154,154,157,158,161,169,170,170,172,173,173,174,175,176,176
+221,Isle of Man,United Kingdom,54.2361,-4.5481,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,5,13,23,23,25,29,32,42,49,60,68,95,114,126,127,139,150,158,190,201,226,228,242,254,256,284,291,297,298,300,307,307,307,308,308,308,308,309,313,315,316,320,321,325,326,327,329,329,329,330,330,331,332,332,334,335,335,335,335,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336,336
+222,Montserrat,United Kingdom,16.7425,-62.1874,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,5,5,5,5,5,5,5,5,6,6,6,6,9,9,9,9,9,9,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11
+223,,United Kingdom,55.3781,-3.4360000000000004,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,3,3,3,8,8,9,9,9,9,9,9,9,9,9,9,9,9,13,13,13,15,20,23,36,40,51,85,115,163,206,273,321,382,456,456,798,1140,1140,1543,1950,2626,2689,3983,5018,5683,6650,8077,9529,11658,14543,17089,19522,22141,25150,29474,33718,38168,41903,47806,51608,55242,60733,65077,73758,78991,84279,88621,93873,98476,103093,108692,114217,120067,124743,129044,133495,138078,143464,148377,152840,157149,161145,165221,171253,177454,182260,186599,190584,194990,201101,206715,211364,215260,219183,223060,226463,229705,233151,236711,240161,243695,246406,248818,248293,250908,254195,257154,259559,261184,265227,267240,269127,271222,272826,274762,276332,277985,279856,281661,283311,284868,286194,287399
+224,,Uruguay,-32.5228,-55.7658,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,6,8,29,50,79,94,110,135,158,162,189,217,238,274,303,309,320,338,350,369,386,400,406,415,424,456,473,494,501,480,483,492,493,502,508,517,528,535,543,549,557,563,596,606,620,625,630,643,648,652,655,657,670,673,684,694,702,707,711,717,719,724,732,733,734,737,738,746,749,753,764,769,787,789,803,811,816,821,823,825,826,828,832,834,845,845,845
+225,,US,37.0902,-95.7129,1,1,2,2,5,5,5,5,5,7,8,8,11,11,11,11,11,11,11,11,12,12,13,13,13,13,13,13,13,13,15,15,15,51,51,57,58,60,68,74,98,118,149,219,267,403,519,588,962,1285,1667,2181,2729,3536,4661,6437,7781,13748,19274,25600,33280,43862,53925,65844,83836,101962,121786,140910,162147,188172,213602,244008,275798,309027,336802,366317,397121,428654,463327,496846,526776,555313,580624,607670,636674,667981,700062,732590,758809,784708,811865,840351,869170,905358,938154,965785,988197,1012582,1039909,1069424,1103461,1132539,1158040,1180375,1204351,1229331,1257023,1283929,1309550,1329260,1347881,1369376,1390406,1417774,1442824,1467820,1486757,1508308,1528568,1551853,1577147,1600937,1622612,1643246,1662302,1680913,1699176,1721753,1746019,1770165,1790172,1811020,1831821,1851520,1872660,1897380,1920061,1943647,1960897
+226,,Uzbekistan,41.3775,64.5853,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,10,15,23,33,43,43,46,50,60,75,88,104,144,149,172,181,205,227,266,342,457,520,545,582,624,767,865,998,1165,1302,1349,1405,1490,1565,1627,1678,1716,1758,1804,1862,1869,1904,1939,2002,2039,2086,2118,2149,2189,2207,2233,2298,2325,2349,2418,2486,2519,2612,2645,2686,2738,2753,2791,2855,2939,2964,3028,3115,3164,3189,3290,3369,3444,3468,3546,3623,3702,3760,3843,3939,4007,4094,4331,4440
+227,,Venezuela,6.4238,-66.5897,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,10,17,33,36,42,42,70,70,77,84,91,107,107,119,119,135,135,143,146,153,155,159,165,165,167,171,171,175,181,189,189,197,204,204,227,256,256,285,288,311,318,323,325,329,329,331,333,335,345,357,357,361,379,381,388,402,414,422,423,423,455,459,504,541,618,749,824,882,944,1010,1121,1177,1211,1245,1325,1370,1459,1510,1662,1819,1952,2087,2145,2316,2377,2473
+228,,Vietnam,16.0,108.0,0,2,2,2,2,2,2,2,2,2,6,6,8,8,8,10,10,13,13,14,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,30,30,31,38,39,47,53,56,61,66,75,85,91,94,113,123,134,141,153,163,174,188,203,212,218,233,237,240,241,245,249,251,255,257,258,262,265,266,267,268,268,268,268,268,268,268,268,270,270,270,270,270,270,270,270,270,271,271,271,271,288,288,288,288,288,288,288,312,314,318,320,324,324,324,324,324,325,325,326,327,327,327,328,328,328,328,328,328,328,328,329,331,332
+229,,Zambia,-15.4167,28.2833,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,3,3,3,12,16,22,28,29,35,35,36,39,39,39,39,39,39,39,39,40,40,43,45,45,48,48,52,57,61,65,70,74,76,84,84,88,88,95,97,106,109,119,124,137,138,146,153,167,252,267,267,441,446,654,654,679,753,761,772,832,866,920,920,920,920,920,1057,1057,1057,1057,1057,1089,1089,1089,1089,1089,1089,1089,1200
+230,,Zimbabwe,-20.0,30.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,3,3,3,3,3,5,7,7,7,8,8,9,9,9,9,10,11,11,11,13,14,14,17,17,23,23,24,25,25,25,28,28,28,29,31,31,32,32,32,40,40,34,34,34,34,34,34,34,35,36,36,36,37,37,42,42,44,46,46,48,51,51,56,56,56,56,132,149,149,174,178,203,206,222,237,265,279,282,287
+231,Diamond Princess,Canada,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,-1,0,0,0,0,0,0
+232,,Dominica,15.415,-61.371,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,7,11,11,11,11,11,12,12,12,12,14,14,15,15,15,15,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,16,18,18,18,18,18,18,18
+233,,Grenada,12.1165,-61.678999999999995,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,7,7,7,9,9,9,9,10,12,12,12,12,12,12,12,14,14,14,14,14,14,14,14,14,14,14,14,15,15,15,18,18,18,19,20,20,20,21,21,21,21,21,21,21,21,21,21,21,21,21,22,22,22,22,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,23,23
+234,,Mozambique,-18.665695,35.529562,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,5,7,7,8,8,8,8,10,10,10,10,10,10,10,17,17,20,20,21,21,28,29,31,34,35,39,39,39,41,46,65,70,76,76,76,76,76,79,79,80,80,81,81,81,82,87,91,103,104,104,115,119,129,137,145,146,156,162,164,168,194,209,213,227,233,234,244,254,254,307,316,352,354,409,424,433
+235,,Syria,34.802075,38.99681500000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,5,5,5,5,9,10,10,10,16,16,16,19,19,19,19,19,19,25,25,25,29,33,33,38,38,39,39,42,42,42,42,42,43,43,43,43,43,44,44,44,44,44,45,45,47,47,47,47,47,48,48,50,51,58,58,58,58,58,59,70,86,106,121,121,122,122,122,122,123,123,123,124,124,125,141,144
+236,,Timor-Leste,-8.874217,125.727539,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,4,6,8,18,18,18,19,22,23,23,23,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24,24
+237,,Belize,13.1939,-59.5432,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,2,2,2,3,3,3,3,4,4,5,7,7,8,9,10,13,14,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,18,19,19,19,19
+238,,Laos,19.856270000000002,102.495496,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,3,6,6,8,8,8,9,10,10,10,10,11,12,14,15,16,16,18,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19,19
+239,,Libya,26.3351,17.228331,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,3,8,8,10,10,11,11,18,18,19,20,21,24,24,24,25,26,35,48,49,49,49,51,51,51,59,60,61,61,61,61,61,61,61,63,63,63,63,63,64,64,64,64,64,64,64,64,64,64,65,65,65,68,69,71,72,75,75,75,77,99,105,118,130,156,168,182,196,209,239,256,256,332
+240,,West Bank and Gaza,31.9522,35.2332,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,7,16,16,19,26,30,30,31,35,38,38,39,41,44,47,48,52,59,59,59,84,91,98,109,116,119,134,161,194,217,237,254,261,263,263,267,268,271,273,284,291,294,307,313,319,329,329,335,336,340,342,342,342,343,344,344,353,353,353,362,371,374,375,375,375,375,375,375,375,375,375,376,381,388,391,398,423,423,423,423,423,429,434,446,446,447,448,449,451,457,464,464,464,472,473
+241,,Guinea-Bissau,11.8037,-15.1804,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,8,8,9,9,15,18,18,18,33,33,36,36,38,38,38,38,43,43,43,46,50,50,50,50,50,52,52,53,73,73,205,205,257,257,257,413,413,475,564,594,641,726,761,820,836,913,913,969,990,1032,1038,1089,1109,1114,1114,1114,1178,1178,1195,1195,1256,1256,1256,1339,1339,1339,1339,1368,1368,1368,1389
+242,,Mali,17.570692,-3.996166000000001,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,11,18,18,25,28,31,36,39,41,45,47,56,59,74,87,87,105,123,144,148,171,171,216,224,246,258,293,309,325,370,389,408,424,482,490,508,544,563,580,612,631,650,668,692,704,712,730,758,779,806,835,860,874,901,931,947,969,1015,1030,1059,1077,1116,1194,1226,1250,1265,1315,1351,1386,1461,1485,1523,1533,1547
+243,,Saint Kitts and Nevis,17.357822,-62.782998,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,14,14,14,14,14,14,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15
+244,Northwest Territories,Canada,64.8255,-124.8457,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,2,2,2,4,4,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5
+245,Yukon,Canada,64.2823,-135.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,4,4,5,5,6,6,6,6,6,7,7,7,8,8,8,8,8,8,8,8,9,9,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11
+246,,Kosovo,42.602636,20.902977,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,71,86,91,94,94,112,125,125,126,135,145,145,170,184,184,250,283,283,283,387,387,449,480,510,561,598,604,630,669,703,731,763,780,790,799,806,806,823,851,855,856,856,861,861,862,870,884,919,919,944,944,944,955,955,989,989,1003,1004,1025,1032,1038,1038,1047,1048,1048,1064,1064,1064,1064,1142,1142,1142,1142,1142,1263
+247,,Burma,21.9162,95.956,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,8,10,14,15,15,20,20,21,21,22,22,22,23,27,38,41,62,63,74,85,88,98,111,119,121,123,139,144,146,146,146,150,150,151,151,151,155,161,161,161,176,177,178,180,180,180,181,181,182,182,184,191,193,199,199,199,201,201,203,206,206,206,207,224,224,228,232,233,236,236,240,242,244
+248,Anguilla,United Kingdom,18.2206,-63.0686,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3
+249,British Virgin Islands,United Kingdom,18.4207,-64.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8
+250,Turks and Caicos Islands,United Kingdom,21.69400000000001,-71.7979,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,5,5,6,5,5,5,5,8,8,8,8,8,8,9,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12
+251,,MS Zaandam,0.0,0.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9
+252,,Botswana,-22.3285,24.6849,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,4,4,4,4,6,6,6,6,13,13,13,13,13,13,13,15,15,15,20,20,20,22,22,22,22,22,22,23,23,23,23,23,23,23,23,23,23,23,23,23,24,24,24,24,24,24,25,25,25,25,29,30,30,35,35,35,35,35,35,35,35,38,40,40,40,40,40,40,42
+253,,Burundi,-3.3731,29.9189,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3,3,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,11,11,11,11,11,11,11,11,11,11,15,15,15,15,15,15,15,15,15,15,15,15,15,15,15,23,42,42,42,42,42,42,42,42,42,42,42,42,63,63,63,63,63,63,63,83,83,83
+254,,Sierra Leone,8.460555000000001,-11.779889,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,4,6,6,6,7,7,8,8,10,10,11,13,15,26,30,35,43,50,61,64,82,82,93,93,104,104,124,136,155,166,178,199,225,231,257,291,307,338,338,387,408,447,462,505,519,534,570,585,606,621,707,735,754,782,812,829,852,861,865,896,909,914,929,946,969,1001
+255,"Bonaire, Sint Eustatius and Saba",Netherlands,12.1784,-68.2385,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,2,2,2,2,2,2,2,2,3,3,3,3,3,3,3,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7
+256,,Malawi,-13.254307999999998,34.301525,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,4,5,8,8,8,9,12,13,16,16,16,16,17,17,17,17,18,23,33,33,33,34,36,36,36,37,37,38,39,41,41,43,43,43,56,56,57,57,63,63,63,65,70,70,70,71,72,82,82,83,101,101,101,203,273,279,284,336,358,369,393,409,409,438,443
+257,Falkland Islands (Malvinas),United Kingdom,-51.7963,-59.5236,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,2,5,5,5,5,5,5,11,11,11,11,11,11,11,11,11,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13,13
+258,Saint Pierre and Miquelon,France,46.8852,-56.3159,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1
+259,,South Sudan,6.8770000000000024,31.307,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,2,3,4,4,4,4,4,4,4,4,4,4,4,4,4,5,5,5,6,6,34,34,35,45,45,46,46,52,58,74,120,120,120,156,194,203,203,236,236,290,290,290,290,481,563,655,655,806,806,994,994,994,994,994,994,994,994,994,994,994,1317,1604
+260,,Western Sahara,24.2155,-12.8858,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9
+261,,Sao Tome and Principe,0.18636,6.613081,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,8,8,14,16,16,16,23,174,174,187,208,208,208,208,208,220,235,235,235,235,246,251,251,251,251,251,251,299,441,443,458,463,479,483,484,484,484,485,499,499,513,513
+262,,Yemen,15.552726999999999,48.516388,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,6,6,7,10,10,12,22,25,25,34,34,51,56,65,70,85,106,122,128,130,167,184,197,209,212,222,233,249,256,278,283,310,323,354,399,419,453,469,482,484,496
+263,,Comoros,-11.6455,43.3333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,3,3,3,8,8,8,11,11,11,11,11,11,11,11,11,11,11,34,34,78,78,87,87,87,87,87,87,106,106,106,132,132,132,132,141,141,141
+264,,Tajikistan,38.861034000000004,71.276093,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,15,76,128,230,293,379,461,522,612,612,661,729,801,907,1118,1322,1524,1729,1936,2140,2350,2551,2738,2929,3100,3266,3424,3563,3686,3807,3930,4013,4100,4191,4289,4370,4453,4529,4609
+265,,Lesotho,-29.609988,28.233608,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,2,4,4,4,4,4,4