10.2_Polar DataFrames.ipynb

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       "<table><thead><tr><th>scalerank</th><th>featurecla</th><th>labelrank</th><th>sovereignt</th><th>sov_a3</th><th>adm0_dif</th><th>level</th><th>type</th><th>admin</th><th>adm0_a3</th><th>geou_dif</th><th>geounit</th><th>gu_a3</th><th>su_dif</th><th>subunit</th><th>su_a3</th><th>brk_diff</th><th>name</th><th>name_long</th><th>brk_a3</th><th>brk_name</th><th>brk_group</th><th>abbrev</th><th>postal</th><th>formal_en</th><th>formal_fr</th><th>note_adm0</th><th>note_brk</th><th>name_sort</th><th>name_alt</th><th>mapcolor7</th><th>mapcolor8</th><th>mapcolor9</th><th>mapcolor13</th><th>pop_est</th><th>gdp_md_est</th><th>pop_year</th><th>lastcensus</th><th>gdp_year</th><th>economy</th><th>income_grp</th><th>wikipedia</th><th>fips_10</th><th>iso_a2</th><th>iso_a3</th><th>iso_n3</th><th>un_a3</th><th>wb_a2</th><th>wb_a3</th><th>woe_id</th><th>adm0_a3_is</th><th>adm0_a3_us</th><th>adm0_a3_un</th><th>adm0_a3_wb</th><th>continent</th><th>region_un</th><th>subregion</th><th>region_wb</th><th>name_len</th><th>long_len</th><th>abbrev_len</th><th>tiny</th><th>homepart</th></tr></thead><tbody><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Kosovo</td><td>KOS</td><td>0</td><td>2</td><td>Sovereign country</td><td>Kosovo</td><td>KOS</td><td>0</td><td>Kosovo</td><td>KOS</td><td>0</td><td>Kosovo</td><td>KOS</td><td>1</td><td>Kosovo</td><td>Kosovo</td><td>B57</td><td>Kosovo</td><td>null</td><td>Kos.</td><td>KO</td><td>Republic of Kosovo</td><td>null</td><td>null</td><td>Self admin.; Claimed by Serbia</td><td>Kosovo</td><td>null</td><td>2</td><td>2</td><td>3</td><td>11</td><td>1804838</td><td>5352</td><td>-99</td><td>1981</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>KV</td><td>KSV</td><td>-99</td><td>SRB</td><td>KOS</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Southern Europe</td><td>Europe &amp; Central Asia</td><td>6</td><td>6</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Somaliland</td><td>SOL</td><td>0</td><td>2</td><td>Indeterminate</td><td>Somaliland</td><td>SOL</td><td>0</td><td>Somaliland</td><td>SOL</td><td>0</td><td>Somaliland</td><td>SOL</td><td>1</td><td>Somaliland</td><td>Somaliland</td><td>B30</td><td>Somaliland</td><td>null</td><td>Solnd.</td><td>SL</td><td>Republic of Somaliland</td><td>null</td><td>Self admin.</td><td>Self admin.; Claimed by Somalia</td><td>Somaliland</td><td>null</td><td>3</td><td>6</td><td>5</td><td>2</td><td>3500000</td><td>12250</td><td>-99</td><td>-99</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>SOM</td><td>SOM</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Eastern Africa</td><td>Sub-Saharan Africa</td><td>10</td><td>10</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Northern Cyprus</td><td>CYN</td><td>0</td><td>2</td><td>Sovereign country</td><td>Northern Cyprus</td><td>CYN</td><td>0</td><td>Northern Cyprus</td><td>CYN</td><td>0</td><td>Northern Cyprus</td><td>CYN</td><td>1</td><td>N. Cyprus</td><td>Northern Cyprus</td><td>B20</td><td>N. Cyprus</td><td>null</td><td>N. Cy.</td><td>CN</td><td>Turkish Republic of Northern Cyprus</td><td>null</td><td>Self admin.</td><td>Self admin.; Claimed by Cyprus</td><td>Cyprus, Northern</td><td>null</td><td>3</td><td>1</td><td>4</td><td>8</td><td>265100</td><td>3600</td><td>-99</td><td>-99</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>CYP</td><td>CYP</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Western Asia</td><td>Europe &amp; Central Asia</td><td>9</td><td>15</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Afghanistan</td><td>AFG</td><td>0</td><td>2</td><td>Sovereign country</td><td>Afghanistan</td><td>AFG</td><td>0</td><td>Afghanistan</td><td>AFG</td><td>0</td><td>Afghanistan</td><td>AFG</td><td>0</td><td>Afghanistan</td><td>Afghanistan</td><td>AFG</td><td>Afghanistan</td><td>null</td><td>Afg.</td><td>AF</td><td>Islamic State of Afghanistan</td><td>null</td><td>null</td><td>null</td><td>Afghanistan</td><td>null</td><td>5</td><td>6</td><td>8</td><td>7</td><td>28400000</td><td>22270</td><td>-99</td><td>1979</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>AF</td><td>AFG</td><td>4</td><td>4</td><td>AF</td><td>AFG</td><td>-99</td><td>AFG</td><td>AFG</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Southern Asia</td><td>South Asia</td><td>11</td><td>11</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Angola</td><td>AGO</td><td>0</td><td>2</td><td>Sovereign country</td><td>Angola</td><td>AGO</td><td>0</td><td>Angola</td><td>AGO</td><td>0</td><td>Angola</td><td>AGO</td><td>0</td><td>Angola</td><td>Angola</td><td>AGO</td><td>Angola</td><td>null</td><td>Ang.</td><td>AO</td><td>People&#39;s Republic of Angola</td><td>null</td><td>null</td><td>null</td><td>Angola</td><td>null</td><td>3</td><td>2</td><td>6</td><td>1</td><td>12799293</td><td>110300</td><td>-99</td><td>1970</td><td>-99</td><td>7. Least developed region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>AO</td><td>AGO</td><td>24</td><td>24</td><td>AO</td><td>AGO</td><td>-99</td><td>AGO</td><td>AGO</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Middle Africa</td><td>Sub-Saharan Africa</td><td>6</td><td>6</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Albania</td><td>ALB</td><td>0</td><td>2</td><td>Sovereign country</td><td>Albania</td><td>ALB</td><td>0</td><td>Albania</td><td>ALB</td><td>0</td><td>Albania</td><td>ALB</td><td>0</td><td>Albania</td><td>Albania</td><td>ALB</td><td>Albania</td><td>null</td><td>Alb.</td><td>AL</td><td>Republic of Albania</td><td>null</td><td>null</td><td>null</td><td>Albania</td><td>null</td><td>1</td><td>4</td><td>1</td><td>6</td><td>3639453</td><td>21810</td><td>-99</td><td>2001</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>AL</td><td>ALB</td><td>8</td><td>8</td><td>AL</td><td>ALB</td><td>-99</td><td>ALB</td><td>ALB</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Southern Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>United Arab Emirates</td><td>ARE</td><td>0</td><td>2</td><td>Sovereign country</td><td>United Arab Emirates</td><td>ARE</td><td>0</td><td>United Arab Emirates</td><td>ARE</td><td>0</td><td>United Arab Emirates</td><td>ARE</td><td>0</td><td>United Arab Emirates</td><td>United Arab Emirates</td><td>ARE</td><td>United Arab Emirates</td><td>null</td><td>U.A.E.</td><td>AE</td><td>United Arab Emirates</td><td>null</td><td>null</td><td>null</td><td>United Arab Emirates</td><td>null</td><td>2</td><td>1</td><td>3</td><td>3</td><td>4798491</td><td>184300</td><td>-99</td><td>2010</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>AE</td><td>ARE</td><td>784</td><td>784</td><td>AE</td><td>ARE</td><td>-99</td><td>ARE</td><td>ARE</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Western Asia</td><td>Middle East &amp; North Africa</td><td>20</td><td>20</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Argentina</td><td>ARG</td><td>0</td><td>2</td><td>Sovereign country</td><td>Argentina</td><td>ARG</td><td>0</td><td>Argentina</td><td>ARG</td><td>0</td><td>Argentina</td><td>ARG</td><td>0</td><td>Argentina</td><td>Argentina</td><td>ARG</td><td>Argentina</td><td>null</td><td>Arg.</td><td>AR</td><td>Argentine Republic</td><td>null</td><td>null</td><td>null</td><td>Argentina</td><td>null</td><td>3</td><td>1</td><td>3</td><td>13</td><td>40913584</td><td>573900</td><td>-99</td><td>2010</td><td>-99</td><td>5. Emerging region: G20</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>AR</td><td>ARG</td><td>32</td><td>32</td><td>AR</td><td>ARG</td><td>-99</td><td>ARG</td><td>ARG</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>9</td><td>9</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Armenia</td><td>ARM</td><td>0</td><td>2</td><td>Sovereign country</td><td>Armenia</td><td>ARM</td><td>0</td><td>Armenia</td><td>ARM</td><td>0</td><td>Armenia</td><td>ARM</td><td>0</td><td>Armenia</td><td>Armenia</td><td>ARM</td><td>Armenia</td><td>null</td><td>Arm.</td><td>ARM</td><td>Republic of Armenia</td><td>null</td><td>null</td><td>null</td><td>Armenia</td><td>null</td><td>3</td><td>1</td><td>2</td><td>10</td><td>2967004</td><td>18770</td><td>-99</td><td>2001</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>AM</td><td>ARM</td><td>51</td><td>51</td><td>AM</td><td>ARM</td><td>-99</td><td>ARM</td><td>ARM</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Western Asia</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Antarctica</td><td>ATA</td><td>0</td><td>2</td><td>Indeterminate</td><td>Antarctica</td><td>ATA</td><td>0</td><td>Antarctica</td><td>ATA</td><td>0</td><td>Antarctica</td><td>ATA</td><td>0</td><td>Antarctica</td><td>Antarctica</td><td>ATA</td><td>Antarctica</td><td>null</td><td>Ant.</td><td>AQ</td><td>null</td><td>null</td><td>null</td><td>Multiple claims held in abeyance</td><td>Antarctica</td><td>null</td><td>4</td><td>5</td><td>1</td><td>-99</td><td>3802</td><td>760.4</td><td>-99</td><td>-99</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>AQ</td><td>ATA</td><td>10</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>ATA</td><td>ATA</td><td>-99</td><td>-99</td><td>Antarctica</td><td>Antarctica</td><td>Antarctica</td><td>Antarctica</td><td>10</td><td>10</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>3</td><td>Admin-0 country</td><td>6</td><td>France</td><td>FR1</td><td>1</td><td>2</td><td>Dependency</td><td>French Southern and Antarctic Lands</td><td>ATF</td><td>0</td><td>French Southern and Antarctic Lands</td><td>ATF</td><td>0</td><td>French Southern and Antarctic Lands</td><td>ATF</td><td>0</td><td>Fr. S. Antarctic Lands</td><td>French Southern and Antarctic Lands</td><td>ATF</td><td>Fr. S. and Antarctic Lands</td><td>null</td><td>Fr. S.A.L.</td><td>TF</td><td>Territory of the French Southern and Antarctic Lands</td><td>null</td><td>Fr.</td><td>null</td><td>French Southern and Antarctic Lands</td><td>null</td><td>7</td><td>5</td><td>9</td><td>11</td><td>140</td><td>16</td><td>-99</td><td>-99</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>TF</td><td>ATF</td><td>260</td><td>-99</td><td>-99</td><td>-99</td><td>-99</td><td>ATF</td><td>ATF</td><td>-99</td><td>-99</td><td>Seven seas (open ocean)</td><td>Seven seas (open ocean)</td><td>Seven seas (open ocean)</td><td>Sub-Saharan Africa</td><td>22</td><td>35</td><td>10</td><td>2</td><td>-99</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Australia</td><td>AU1</td><td>1</td><td>2</td><td>Country</td><td>Australia</td><td>AUS</td><td>0</td><td>Australia</td><td>AUS</td><td>0</td><td>Australia</td><td>AUS</td><td>0</td><td>Australia</td><td>Australia</td><td>AUS</td><td>Australia</td><td>null</td><td>Auz.</td><td>AU</td><td>Commonwealth of Australia</td><td>null</td><td>null</td><td>null</td><td>Australia</td><td>null</td><td>1</td><td>2</td><td>2</td><td>7</td><td>21262641</td><td>800200</td><td>-99</td><td>2006</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>AU</td><td>AUS</td><td>36</td><td>36</td><td>AU</td><td>AUS</td><td>-99</td><td>AUS</td><td>AUS</td><td>-99</td><td>-99</td><td>Oceania</td><td>Oceania</td><td>Australia and New Zealand</td><td>East Asia &amp; Pacific</td><td>9</td><td>9</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Austria</td><td>AUT</td><td>0</td><td>2</td><td>Sovereign country</td><td>Austria</td><td>AUT</td><td>0</td><td>Austria</td><td>AUT</td><td>0</td><td>Austria</td><td>AUT</td><td>0</td><td>Austria</td><td>Austria</td><td>AUT</td><td>Austria</td><td>null</td><td>Aust.</td><td>A</td><td>Republic of Austria</td><td>null</td><td>null</td><td>null</td><td>Austria</td><td>null</td><td>3</td><td>1</td><td>3</td><td>4</td><td>8210281</td><td>329500</td><td>-99</td><td>2011</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>AT</td><td>AUT</td><td>40</td><td>40</td><td>AT</td><td>AUT</td><td>-99</td><td>AUT</td><td>AUT</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Western Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Azerbaijan</td><td>AZE</td><td>0</td><td>2</td><td>Sovereign country</td><td>Azerbaijan</td><td>AZE</td><td>0</td><td>Azerbaijan</td><td>AZE</td><td>0</td><td>Azerbaijan</td><td>AZE</td><td>0</td><td>Azerbaijan</td><td>Azerbaijan</td><td>AZE</td><td>Azerbaijan</td><td>null</td><td>Aze.</td><td>AZ</td><td>Republic of Azerbaijan</td><td>null</td><td>null</td><td>null</td><td>Azerbaijan</td><td>null</td><td>1</td><td>6</td><td>5</td><td>8</td><td>8238672</td><td>77610</td><td>-99</td><td>2009</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>AZ</td><td>AZE</td><td>31</td><td>31</td><td>AZ</td><td>AZE</td><td>-99</td><td>AZE</td><td>AZE</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Western Asia</td><td>Europe &amp; Central Asia</td><td>10</td><td>10</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Burundi</td><td>BDI</td><td>0</td><td>2</td><td>Sovereign country</td><td>Burundi</td><td>BDI</td><td>0</td><td>Burundi</td><td>BDI</td><td>0</td><td>Burundi</td><td>BDI</td><td>0</td><td>Burundi</td><td>Burundi</td><td>BDI</td><td>Burundi</td><td>null</td><td>Bur.</td><td>BI</td><td>Republic of Burundi</td><td>null</td><td>null</td><td>null</td><td>Burundi</td><td>null</td><td>2</td><td>2</td><td>5</td><td>8</td><td>8988091</td><td>3102</td><td>-99</td><td>2008</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>BI</td><td>BDI</td><td>108</td><td>108</td><td>BI</td><td>BDI</td><td>-99</td><td>BDI</td><td>BDI</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Eastern Africa</td><td>Sub-Saharan Africa</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Belgium</td><td>BEL</td><td>0</td><td>2</td><td>Sovereign country</td><td>Belgium</td><td>BEL</td><td>0</td><td>Belgium</td><td>BEL</td><td>0</td><td>Belgium</td><td>BEL</td><td>0</td><td>Belgium</td><td>Belgium</td><td>BEL</td><td>Belgium</td><td>null</td><td>Belg.</td><td>B</td><td>Kingdom of Belgium</td><td>null</td><td>null</td><td>null</td><td>Belgium</td><td>null</td><td>3</td><td>2</td><td>1</td><td>8</td><td>10414336</td><td>389300</td><td>-99</td><td>2011</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>BE</td><td>BEL</td><td>56</td><td>56</td><td>BE</td><td>BEL</td><td>-99</td><td>BEL</td><td>BEL</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Western Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Benin</td><td>BEN</td><td>0</td><td>2</td><td>Sovereign country</td><td>Benin</td><td>BEN</td><td>0</td><td>Benin</td><td>BEN</td><td>0</td><td>Benin</td><td>BEN</td><td>0</td><td>Benin</td><td>Benin</td><td>BEN</td><td>Benin</td><td>null</td><td>Benin</td><td>BJ</td><td>Republic of Benin</td><td>null</td><td>null</td><td>null</td><td>Benin</td><td>null</td><td>1</td><td>2</td><td>2</td><td>12</td><td>8791832</td><td>12830</td><td>-99</td><td>2002</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>BJ</td><td>BEN</td><td>204</td><td>204</td><td>BJ</td><td>BEN</td><td>-99</td><td>BEN</td><td>BEN</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Western Africa</td><td>Sub-Saharan Africa</td><td>5</td><td>5</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Burkina Faso</td><td>BFA</td><td>0</td><td>2</td><td>Sovereign country</td><td>Burkina Faso</td><td>BFA</td><td>0</td><td>Burkina Faso</td><td>BFA</td><td>0</td><td>Burkina Faso</td><td>BFA</td><td>0</td><td>Burkina Faso</td><td>Burkina Faso</td><td>BFA</td><td>Burkina Faso</td><td>null</td><td>B.F.</td><td>BF</td><td>Burkina Faso</td><td>null</td><td>null</td><td>null</td><td>Burkina Faso</td><td>null</td><td>2</td><td>1</td><td>5</td><td>11</td><td>15746232</td><td>17820</td><td>-99</td><td>2006</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>BF</td><td>BFA</td><td>854</td><td>854</td><td>BF</td><td>BFA</td><td>-99</td><td>BFA</td><td>BFA</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Western Africa</td><td>Sub-Saharan Africa</td><td>12</td><td>12</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Bangladesh</td><td>BGD</td><td>0</td><td>2</td><td>Sovereign country</td><td>Bangladesh</td><td>BGD</td><td>0</td><td>Bangladesh</td><td>BGD</td><td>0</td><td>Bangladesh</td><td>BGD</td><td>0</td><td>Bangladesh</td><td>Bangladesh</td><td>BGD</td><td>Bangladesh</td><td>null</td><td>Bang.</td><td>BD</td><td>People&#39;s Republic of Bangladesh</td><td>null</td><td>null</td><td>null</td><td>Bangladesh</td><td>null</td><td>3</td><td>4</td><td>7</td><td>7</td><td>156050883</td><td>224000</td><td>-99</td><td>2011</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>BD</td><td>BGD</td><td>50</td><td>50</td><td>BD</td><td>BGD</td><td>-99</td><td>BGD</td><td>BGD</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Southern Asia</td><td>South Asia</td><td>10</td><td>10</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Bulgaria</td><td>BGR</td><td>0</td><td>2</td><td>Sovereign country</td><td>Bulgaria</td><td>BGR</td><td>0</td><td>Bulgaria</td><td>BGR</td><td>0</td><td>Bulgaria</td><td>BGR</td><td>0</td><td>Bulgaria</td><td>Bulgaria</td><td>BGR</td><td>Bulgaria</td><td>null</td><td>Bulg.</td><td>BG</td><td>Republic of Bulgaria</td><td>null</td><td>null</td><td>null</td><td>Bulgaria</td><td>null</td><td>4</td><td>5</td><td>1</td><td>8</td><td>7204687</td><td>93750</td><td>-99</td><td>2011</td><td>-99</td><td>2. Developed region: nonG7</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>BG</td><td>BGR</td><td>100</td><td>100</td><td>BG</td><td>BGR</td><td>-99</td><td>BGR</td><td>BGR</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Eastern Europe</td><td>Europe &amp; Central Asia</td><td>8</td><td>8</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>The Bahamas</td><td>BHS</td><td>0</td><td>2</td><td>Sovereign country</td><td>The Bahamas</td><td>BHS</td><td>0</td><td>The Bahamas</td><td>BHS</td><td>0</td><td>The Bahamas</td><td>BHS</td><td>0</td><td>Bahamas</td><td>Bahamas</td><td>BHS</td><td>Bahamas</td><td>null</td><td>Bhs.</td><td>BS</td><td>Commonwealth of the Bahamas</td><td>null</td><td>null</td><td>null</td><td>Bahamas, The</td><td>null</td><td>1</td><td>1</td><td>2</td><td>5</td><td>309156</td><td>9093</td><td>-99</td><td>2010</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>BS</td><td>BHS</td><td>44</td><td>44</td><td>BS</td><td>BHS</td><td>-99</td><td>BHS</td><td>BHS</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Caribbean</td><td>Latin America &amp; Caribbean</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Bosnia and Herzegovina</td><td>BIH</td><td>0</td><td>2</td><td>Sovereign country</td><td>Bosnia and Herzegovina</td><td>BIH</td><td>0</td><td>Bosnia and Herzegovina</td><td>BIH</td><td>0</td><td>Bosnia and Herzegovina</td><td>BIH</td><td>0</td><td>Bosnia and Herz.</td><td>Bosnia and Herzegovina</td><td>BIH</td><td>Bosnia and Herz.</td><td>null</td><td>B.H.</td><td>BiH</td><td>Bosnia and Herzegovina</td><td>null</td><td>null</td><td>null</td><td>Bosnia and Herzegovina</td><td>null</td><td>1</td><td>1</td><td>1</td><td>2</td><td>4613414</td><td>29700</td><td>-99</td><td>1991</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>BA</td><td>BIH</td><td>70</td><td>70</td><td>BA</td><td>BIH</td><td>-99</td><td>BIH</td><td>BIH</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Southern Europe</td><td>Europe &amp; Central Asia</td><td>16</td><td>22</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Belarus</td><td>BLR</td><td>0</td><td>2</td><td>Sovereign country</td><td>Belarus</td><td>BLR</td><td>0</td><td>Belarus</td><td>BLR</td><td>0</td><td>Belarus</td><td>BLR</td><td>0</td><td>Belarus</td><td>Belarus</td><td>BLR</td><td>Belarus</td><td>null</td><td>Bela.</td><td>BY</td><td>Republic of Belarus</td><td>null</td><td>null</td><td>null</td><td>Belarus</td><td>null</td><td>1</td><td>1</td><td>5</td><td>11</td><td>9648533</td><td>114100</td><td>-99</td><td>2009</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>BY</td><td>BLR</td><td>112</td><td>112</td><td>BY</td><td>BLR</td><td>-99</td><td>BLR</td><td>BLR</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Eastern Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Belize</td><td>BLZ</td><td>0</td><td>2</td><td>Sovereign country</td><td>Belize</td><td>BLZ</td><td>0</td><td>Belize</td><td>BLZ</td><td>0</td><td>Belize</td><td>BLZ</td><td>0</td><td>Belize</td><td>Belize</td><td>BLZ</td><td>Belize</td><td>null</td><td>Belize</td><td>BZ</td><td>Belize</td><td>null</td><td>null</td><td>null</td><td>Belize</td><td>null</td><td>1</td><td>4</td><td>5</td><td>7</td><td>307899</td><td>2536</td><td>-99</td><td>2010</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>BZ</td><td>BLZ</td><td>84</td><td>84</td><td>BZ</td><td>BLZ</td><td>-99</td><td>BLZ</td><td>BLZ</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Central America</td><td>Latin America &amp; Caribbean</td><td>6</td><td>6</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Bolivia</td><td>BOL</td><td>0</td><td>2</td><td>Sovereign country</td><td>Bolivia</td><td>BOL</td><td>0</td><td>Bolivia</td><td>BOL</td><td>0</td><td>Bolivia</td><td>BOL</td><td>0</td><td>Bolivia</td><td>Bolivia</td><td>BOL</td><td>Bolivia</td><td>null</td><td>Bolivia</td><td>BO</td><td>Plurinational State of Bolivia</td><td>null</td><td>null</td><td>null</td><td>Bolivia</td><td>null</td><td>1</td><td>5</td><td>2</td><td>3</td><td>9775246</td><td>43270</td><td>-99</td><td>2001</td><td>-99</td><td>5. Emerging region: G20</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>BO</td><td>BOL</td><td>68</td><td>68</td><td>BO</td><td>BOL</td><td>-99</td><td>BOL</td><td>BOL</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>7</td><td>7</td><td>7</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Brazil</td><td>BRA</td><td>0</td><td>2</td><td>Sovereign country</td><td>Brazil</td><td>BRA</td><td>0</td><td>Brazil</td><td>BRA</td><td>0</td><td>Brazil</td><td>BRA</td><td>0</td><td>Brazil</td><td>Brazil</td><td>BRA</td><td>Brazil</td><td>null</td><td>Brazil</td><td>BR</td><td>Federative Republic of Brazil</td><td>null</td><td>null</td><td>null</td><td>Brazil</td><td>null</td><td>5</td><td>6</td><td>5</td><td>7</td><td>198739269</td><td>1993000</td><td>-99</td><td>2010</td><td>-99</td><td>3. Emerging region: BRIC</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>BR</td><td>BRA</td><td>76</td><td>76</td><td>BR</td><td>BRA</td><td>-99</td><td>BRA</td><td>BRA</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>6</td><td>6</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>6</td><td>Brunei</td><td>BRN</td><td>0</td><td>2</td><td>Sovereign country</td><td>Brunei</td><td>BRN</td><td>0</td><td>Brunei</td><td>BRN</td><td>0</td><td>Brunei</td><td>BRN</td><td>0</td><td>Brunei</td><td>Brunei Darussalam</td><td>BRN</td><td>Brunei</td><td>null</td><td>Brunei</td><td>BN</td><td>Negara Brunei Darussalam</td><td>null</td><td>null</td><td>null</td><td>Brunei</td><td>null</td><td>4</td><td>6</td><td>6</td><td>12</td><td>388190</td><td>20250</td><td>-99</td><td>2001</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>BN</td><td>BRN</td><td>96</td><td>96</td><td>BN</td><td>BRN</td><td>-99</td><td>BRN</td><td>BRN</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>South-Eastern Asia</td><td>East Asia &amp; Pacific</td><td>6</td><td>17</td><td>6</td><td>2</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Bhutan</td><td>BTN</td><td>0</td><td>2</td><td>Sovereign country</td><td>Bhutan</td><td>BTN</td><td>0</td><td>Bhutan</td><td>BTN</td><td>0</td><td>Bhutan</td><td>BTN</td><td>0</td><td>Bhutan</td><td>Bhutan</td><td>BTN</td><td>Bhutan</td><td>null</td><td>Bhutan</td><td>BT</td><td>Kingdom of Bhutan</td><td>null</td><td>null</td><td>null</td><td>Bhutan</td><td>null</td><td>5</td><td>6</td><td>1</td><td>8</td><td>691141</td><td>3524</td><td>-99</td><td>2005</td><td>-99</td><td>7. Least developed region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>BT</td><td>BTN</td><td>64</td><td>64</td><td>BT</td><td>BTN</td><td>-99</td><td>BTN</td><td>BTN</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Southern Asia</td><td>South Asia</td><td>6</td><td>6</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Botswana</td><td>BWA</td><td>0</td><td>2</td><td>Sovereign country</td><td>Botswana</td><td>BWA</td><td>0</td><td>Botswana</td><td>BWA</td><td>0</td><td>Botswana</td><td>BWA</td><td>0</td><td>Botswana</td><td>Botswana</td><td>BWA</td><td>Botswana</td><td>null</td><td>Bwa.</td><td>BW</td><td>Republic of Botswana</td><td>null</td><td>null</td><td>null</td><td>Botswana</td><td>null</td><td>6</td><td>5</td><td>7</td><td>3</td><td>1990876</td><td>27060</td><td>-99</td><td>2011</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>BW</td><td>BWA</td><td>72</td><td>72</td><td>BW</td><td>BWA</td><td>-99</td><td>BWA</td><td>BWA</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Southern Africa</td><td>Sub-Saharan Africa</td><td>8</td><td>8</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Central African Republic</td><td>CAF</td><td>0</td><td>2</td><td>Sovereign country</td><td>Central African Republic</td><td>CAF</td><td>0</td><td>Central African Republic</td><td>CAF</td><td>0</td><td>Central African Republic</td><td>CAF</td><td>0</td><td>Central African Rep.</td><td>Central African Republic</td><td>CAF</td><td>Central African Rep.</td><td>null</td><td>C.A.R.</td><td>CF</td><td>Central African Republic</td><td>null</td><td>null</td><td>null</td><td>Central African Republic</td><td>null</td><td>5</td><td>6</td><td>6</td><td>9</td><td>4511488</td><td>3198</td><td>-99</td><td>2003</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>CF</td><td>CAF</td><td>140</td><td>140</td><td>CF</td><td>CAF</td><td>-99</td><td>CAF</td><td>CAF</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Middle Africa</td><td>Sub-Saharan Africa</td><td>20</td><td>24</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Canada</td><td>CAN</td><td>0</td><td>2</td><td>Sovereign country</td><td>Canada</td><td>CAN</td><td>0</td><td>Canada</td><td>CAN</td><td>0</td><td>Canada</td><td>CAN</td><td>0</td><td>Canada</td><td>Canada</td><td>CAN</td><td>Canada</td><td>null</td><td>Can.</td><td>CA</td><td>Canada</td><td>null</td><td>null</td><td>null</td><td>Canada</td><td>null</td><td>6</td><td>6</td><td>2</td><td>2</td><td>33487208</td><td>1300000</td><td>-99</td><td>2011</td><td>-99</td><td>1. Developed region: G7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>CA</td><td>CAN</td><td>124</td><td>124</td><td>CA</td><td>CAN</td><td>-99</td><td>CAN</td><td>CAN</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Northern America</td><td>North America</td><td>6</td><td>6</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Switzerland</td><td>CHE</td><td>0</td><td>2</td><td>Sovereign country</td><td>Switzerland</td><td>CHE</td><td>0</td><td>Switzerland</td><td>CHE</td><td>0</td><td>Switzerland</td><td>CHE</td><td>0</td><td>Switzerland</td><td>Switzerland</td><td>CHE</td><td>Switzerland</td><td>null</td><td>Switz.</td><td>CH</td><td>Swiss Confederation</td><td>null</td><td>null</td><td>null</td><td>Switzerland</td><td>null</td><td>5</td><td>2</td><td>7</td><td>3</td><td>7604467</td><td>316700</td><td>-99</td><td>2010</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>CH</td><td>CHE</td><td>756</td><td>756</td><td>CH</td><td>CHE</td><td>-99</td><td>CHE</td><td>CHE</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Western Europe</td><td>Europe &amp; Central Asia</td><td>11</td><td>11</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Chile</td><td>CHL</td><td>0</td><td>2</td><td>Sovereign country</td><td>Chile</td><td>CHL</td><td>0</td><td>Chile</td><td>CHL</td><td>0</td><td>Chile</td><td>CHL</td><td>0</td><td>Chile</td><td>Chile</td><td>CHL</td><td>Chile</td><td>null</td><td>Chile</td><td>CL</td><td>Republic of Chile</td><td>null</td><td>null</td><td>null</td><td>Chile</td><td>null</td><td>5</td><td>1</td><td>5</td><td>9</td><td>16601707</td><td>244500</td><td>-99</td><td>2002</td><td>-99</td><td>5. Emerging region: G20</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>CL</td><td>CHL</td><td>152</td><td>152</td><td>CL</td><td>CHL</td><td>-99</td><td>CHL</td><td>CHL</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>5</td><td>5</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>China</td><td>CH1</td><td>1</td><td>2</td><td>Country</td><td>China</td><td>CHN</td><td>0</td><td>China</td><td>CHN</td><td>0</td><td>China</td><td>CHN</td><td>0</td><td>China</td><td>China</td><td>CHN</td><td>China</td><td>null</td><td>China</td><td>CN</td><td>People&#39;s Republic of China</td><td>null</td><td>null</td><td>null</td><td>China</td><td>null</td><td>4</td><td>4</td><td>4</td><td>3</td><td>1338612970</td><td>7973000</td><td>-99</td><td>2010</td><td>-99</td><td>3. Emerging region: BRIC</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>CN</td><td>CHN</td><td>156</td><td>156</td><td>CN</td><td>CHN</td><td>-99</td><td>CHN</td><td>CHN</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Eastern Asia</td><td>East Asia &amp; Pacific</td><td>5</td><td>5</td><td>5</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Ivory Coast</td><td>CIV</td><td>0</td><td>2</td><td>Sovereign country</td><td>Ivory Coast</td><td>CIV</td><td>0</td><td>Ivory Coast</td><td>CIV</td><td>0</td><td>Ivory Coast</td><td>CIV</td><td>0</td><td>Côte d&#39;Ivoire</td><td>Côte d&#39;Ivoire</td><td>CIV</td><td>Côte d&#39;Ivoire</td><td>null</td><td>I.C.</td><td>CI</td><td>Republic of Ivory Coast</td><td>Republic of Cote D&#39;Ivoire</td><td>null</td><td>null</td><td>Côte d&#39;Ivoire</td><td>null</td><td>4</td><td>6</td><td>3</td><td>3</td><td>20617068</td><td>33850</td><td>-99</td><td>1998</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>CI</td><td>CIV</td><td>384</td><td>384</td><td>CI</td><td>CIV</td><td>-99</td><td>CIV</td><td>CIV</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Western Africa</td><td>Sub-Saharan Africa</td><td>13</td><td>13</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Cameroon</td><td>CMR</td><td>0</td><td>2</td><td>Sovereign country</td><td>Cameroon</td><td>CMR</td><td>0</td><td>Cameroon</td><td>CMR</td><td>0</td><td>Cameroon</td><td>CMR</td><td>0</td><td>Cameroon</td><td>Cameroon</td><td>CMR</td><td>Cameroon</td><td>null</td><td>Cam.</td><td>CM</td><td>Republic of Cameroon</td><td>null</td><td>null</td><td>null</td><td>Cameroon</td><td>null</td><td>1</td><td>4</td><td>1</td><td>3</td><td>18879301</td><td>42750</td><td>-99</td><td>2005</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>CM</td><td>CMR</td><td>120</td><td>120</td><td>CM</td><td>CMR</td><td>-99</td><td>CMR</td><td>CMR</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Middle Africa</td><td>Sub-Saharan Africa</td><td>8</td><td>8</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Democratic Republic of the Congo</td><td>COD</td><td>0</td><td>2</td><td>Sovereign country</td><td>Democratic Republic of the Congo</td><td>COD</td><td>0</td><td>Democratic Republic of the Congo</td><td>COD</td><td>0</td><td>Democratic Republic of the Congo</td><td>COD</td><td>0</td><td>Dem. Rep. Congo</td><td>Democratic Republic of the Congo</td><td>COD</td><td>Democratic Republic of the Congo</td><td>null</td><td>D.R.C.</td><td>DRC</td><td>Democratic Republic of the Congo</td><td>null</td><td>null</td><td>null</td><td>Congo, Dem. Rep.</td><td>null</td><td>4</td><td>4</td><td>4</td><td>7</td><td>68692542</td><td>20640</td><td>-99</td><td>1984</td><td>-99</td><td>7. Least developed region</td><td>5. Low income</td><td>-99</td><td>null</td><td>CD</td><td>COD</td><td>180</td><td>180</td><td>ZR</td><td>ZAR</td><td>-99</td><td>COD</td><td>COD</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Middle Africa</td><td>Sub-Saharan Africa</td><td>15</td><td>32</td><td>6</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Republic of Congo</td><td>COG</td><td>0</td><td>2</td><td>Sovereign country</td><td>Republic of Congo</td><td>COG</td><td>0</td><td>Republic of Congo</td><td>COG</td><td>0</td><td>Republic of Congo</td><td>COG</td><td>0</td><td>Congo</td><td>Republic of Congo</td><td>COG</td><td>Republic of Congo</td><td>null</td><td>Rep. Congo</td><td>CG</td><td>Republic of Congo</td><td>null</td><td>null</td><td>null</td><td>Congo, Rep.</td><td>null</td><td>2</td><td>1</td><td>3</td><td>10</td><td>4012809</td><td>15350</td><td>-99</td><td>2007</td><td>-99</td><td>6. Developing region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>CG</td><td>COG</td><td>178</td><td>178</td><td>CG</td><td>COG</td><td>-99</td><td>COG</td><td>COG</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Middle Africa</td><td>Sub-Saharan Africa</td><td>5</td><td>17</td><td>10</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Colombia</td><td>COL</td><td>0</td><td>2</td><td>Sovereign country</td><td>Colombia</td><td>COL</td><td>0</td><td>Colombia</td><td>COL</td><td>0</td><td>Colombia</td><td>COL</td><td>0</td><td>Colombia</td><td>Colombia</td><td>COL</td><td>Colombia</td><td>null</td><td>Col.</td><td>CO</td><td>Republic of Colombia</td><td>null</td><td>null</td><td>null</td><td>Colombia</td><td>null</td><td>2</td><td>1</td><td>3</td><td>1</td><td>45644023</td><td>395400</td><td>-99</td><td>2006</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>CO</td><td>COL</td><td>170</td><td>170</td><td>CO</td><td>COL</td><td>-99</td><td>COL</td><td>COL</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>8</td><td>8</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Costa Rica</td><td>CRI</td><td>0</td><td>2</td><td>Sovereign country</td><td>Costa Rica</td><td>CRI</td><td>0</td><td>Costa Rica</td><td>CRI</td><td>0</td><td>Costa Rica</td><td>CRI</td><td>0</td><td>Costa Rica</td><td>Costa Rica</td><td>CRI</td><td>Costa Rica</td><td>null</td><td>C.R.</td><td>CR</td><td>Republic of Costa Rica</td><td>null</td><td>null</td><td>null</td><td>Costa Rica</td><td>null</td><td>3</td><td>2</td><td>4</td><td>2</td><td>4253877</td><td>48320</td><td>-99</td><td>2011</td><td>-99</td><td>5. Emerging region: G20</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>CR</td><td>CRI</td><td>188</td><td>188</td><td>CR</td><td>CRI</td><td>-99</td><td>CRI</td><td>CRI</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Central America</td><td>Latin America &amp; Caribbean</td><td>10</td><td>10</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Cuba</td><td>CUB</td><td>0</td><td>2</td><td>Sovereign country</td><td>Cuba</td><td>CUB</td><td>0</td><td>Cuba</td><td>CUB</td><td>0</td><td>Cuba</td><td>CUB</td><td>0</td><td>Cuba</td><td>Cuba</td><td>CUB</td><td>Cuba</td><td>null</td><td>Cuba</td><td>CU</td><td>Republic of Cuba</td><td>null</td><td>null</td><td>null</td><td>Cuba</td><td>null</td><td>3</td><td>5</td><td>3</td><td>4</td><td>11451652</td><td>108200</td><td>-99</td><td>2002</td><td>-99</td><td>5. Emerging region: G20</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>CU</td><td>CUB</td><td>192</td><td>192</td><td>CU</td><td>CUB</td><td>-99</td><td>CUB</td><td>CUB</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Caribbean</td><td>Latin America &amp; Caribbean</td><td>4</td><td>4</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Cyprus</td><td>CYP</td><td>0</td><td>2</td><td>Sovereign country</td><td>Cyprus</td><td>CYP</td><td>0</td><td>Cyprus</td><td>CYP</td><td>0</td><td>Cyprus</td><td>CYP</td><td>0</td><td>Cyprus</td><td>Cyprus</td><td>CYP</td><td>Cyprus</td><td>null</td><td>Cyp.</td><td>CY</td><td>Republic of Cyprus</td><td>null</td><td>null</td><td>null</td><td>Cyprus</td><td>null</td><td>1</td><td>2</td><td>3</td><td>7</td><td>531640</td><td>22700</td><td>-99</td><td>2001</td><td>-99</td><td>6. Developing region</td><td>2. High income: nonOECD</td><td>-99</td><td>null</td><td>CY</td><td>CYP</td><td>196</td><td>196</td><td>CY</td><td>CYP</td><td>-99</td><td>CYP</td><td>CYP</td><td>-99</td><td>-99</td><td>Asia</td><td>Asia</td><td>Western Asia</td><td>Europe &amp; Central Asia</td><td>6</td><td>6</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Czech Republic</td><td>CZE</td><td>0</td><td>2</td><td>Sovereign country</td><td>Czech Republic</td><td>CZE</td><td>0</td><td>Czech Republic</td><td>CZE</td><td>0</td><td>Czech Republic</td><td>CZE</td><td>0</td><td>Czech Rep.</td><td>Czech Republic</td><td>CZE</td><td>Czech Rep.</td><td>null</td><td>Cz. Rep.</td><td>CZ</td><td>Czech Republic</td><td>null</td><td>null</td><td>null</td><td>Czech Republic</td><td>null</td><td>1</td><td>1</td><td>2</td><td>6</td><td>10211904</td><td>265200</td><td>-99</td><td>2011</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>CZ</td><td>CZE</td><td>203</td><td>203</td><td>CZ</td><td>CZE</td><td>-99</td><td>CZE</td><td>CZE</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Eastern Europe</td><td>Europe &amp; Central Asia</td><td>10</td><td>14</td><td>8</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Germany</td><td>DEU</td><td>0</td><td>2</td><td>Sovereign country</td><td>Germany</td><td>DEU</td><td>0</td><td>Germany</td><td>DEU</td><td>0</td><td>Germany</td><td>DEU</td><td>0</td><td>Germany</td><td>Germany</td><td>DEU</td><td>Germany</td><td>null</td><td>Ger.</td><td>D</td><td>Federal Republic of Germany</td><td>null</td><td>null</td><td>null</td><td>Germany</td><td>null</td><td>2</td><td>5</td><td>5</td><td>1</td><td>82329758</td><td>2918000</td><td>-99</td><td>2011</td><td>-99</td><td>1. Developed region: G7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>DE</td><td>DEU</td><td>276</td><td>276</td><td>DE</td><td>DEU</td><td>-99</td><td>DEU</td><td>DEU</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Western Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Djibouti</td><td>DJI</td><td>0</td><td>2</td><td>Sovereign country</td><td>Djibouti</td><td>DJI</td><td>0</td><td>Djibouti</td><td>DJI</td><td>0</td><td>Djibouti</td><td>DJI</td><td>0</td><td>Djibouti</td><td>Djibouti</td><td>DJI</td><td>Djibouti</td><td>null</td><td>Dji.</td><td>DJ</td><td>Republic of Djibouti</td><td>null</td><td>null</td><td>null</td><td>Djibouti</td><td>null</td><td>1</td><td>2</td><td>4</td><td>8</td><td>516055</td><td>1885</td><td>-99</td><td>2009</td><td>-99</td><td>7. Least developed region</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>DJ</td><td>DJI</td><td>262</td><td>262</td><td>DJ</td><td>DJI</td><td>-99</td><td>DJI</td><td>DJI</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Eastern Africa</td><td>Middle East &amp; North Africa</td><td>8</td><td>8</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>4</td><td>Denmark</td><td>DN1</td><td>1</td><td>2</td><td>Country</td><td>Denmark</td><td>DNK</td><td>0</td><td>Denmark</td><td>DNK</td><td>0</td><td>Denmark</td><td>DNK</td><td>0</td><td>Denmark</td><td>Denmark</td><td>DNK</td><td>Denmark</td><td>null</td><td>Den.</td><td>DK</td><td>Kingdom of Denmark</td><td>null</td><td>null</td><td>null</td><td>Denmark</td><td>null</td><td>4</td><td>1</td><td>3</td><td>12</td><td>5500510</td><td>203600</td><td>-99</td><td>2011</td><td>-99</td><td>2. Developed region: nonG7</td><td>1. High income: OECD</td><td>-99</td><td>null</td><td>DK</td><td>DNK</td><td>208</td><td>208</td><td>DK</td><td>DNK</td><td>-99</td><td>DNK</td><td>DNK</td><td>-99</td><td>-99</td><td>Europe</td><td>Europe</td><td>Northern Europe</td><td>Europe &amp; Central Asia</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>5</td><td>Dominican Republic</td><td>DOM</td><td>0</td><td>2</td><td>Sovereign country</td><td>Dominican Republic</td><td>DOM</td><td>0</td><td>Dominican Republic</td><td>DOM</td><td>0</td><td>Dominican Republic</td><td>DOM</td><td>0</td><td>Dominican Rep.</td><td>Dominican Republic</td><td>DOM</td><td>Dominican Rep.</td><td>null</td><td>Dom. Rep.</td><td>DO</td><td>Dominican Republic</td><td>null</td><td>null</td><td>null</td><td>Dominican Republic</td><td>null</td><td>5</td><td>2</td><td>5</td><td>7</td><td>9650054</td><td>78000</td><td>-99</td><td>2010</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>DO</td><td>DOM</td><td>214</td><td>214</td><td>DO</td><td>DOM</td><td>-99</td><td>DOM</td><td>DOM</td><td>-99</td><td>-99</td><td>North America</td><td>Americas</td><td>Caribbean</td><td>Latin America &amp; Caribbean</td><td>14</td><td>18</td><td>9</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Algeria</td><td>DZA</td><td>0</td><td>2</td><td>Sovereign country</td><td>Algeria</td><td>DZA</td><td>0</td><td>Algeria</td><td>DZA</td><td>0</td><td>Algeria</td><td>DZA</td><td>0</td><td>Algeria</td><td>Algeria</td><td>DZA</td><td>Algeria</td><td>null</td><td>Alg.</td><td>DZ</td><td>People&#39;s Democratic Republic of Algeria</td><td>null</td><td>null</td><td>null</td><td>Algeria</td><td>null</td><td>5</td><td>1</td><td>6</td><td>3</td><td>34178188</td><td>232900</td><td>-99</td><td>2008</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>DZ</td><td>DZA</td><td>12</td><td>12</td><td>DZ</td><td>DZA</td><td>-99</td><td>DZA</td><td>DZA</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Northern Africa</td><td>Middle East &amp; North Africa</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>3</td><td>Ecuador</td><td>ECU</td><td>0</td><td>2</td><td>Sovereign country</td><td>Ecuador</td><td>ECU</td><td>0</td><td>Ecuador</td><td>ECU</td><td>0</td><td>Ecuador</td><td>ECU</td><td>0</td><td>Ecuador</td><td>Ecuador</td><td>ECU</td><td>Ecuador</td><td>null</td><td>Ecu.</td><td>EC</td><td>Republic of Ecuador</td><td>null</td><td>null</td><td>null</td><td>Ecuador</td><td>null</td><td>1</td><td>5</td><td>2</td><td>12</td><td>14573101</td><td>107700</td><td>-99</td><td>2010</td><td>-99</td><td>6. Developing region</td><td>3. Upper middle income</td><td>-99</td><td>null</td><td>EC</td><td>ECU</td><td>218</td><td>218</td><td>EC</td><td>ECU</td><td>-99</td><td>ECU</td><td>ECU</td><td>-99</td><td>-99</td><td>South America</td><td>Americas</td><td>South America</td><td>Latin America &amp; Caribbean</td><td>7</td><td>7</td><td>4</td><td>-99</td><td>1</td></tr><tr><td>1</td><td>Admin-0 country</td><td>2</td><td>Egypt</td><td>EGY</td><td>0</td><td>2</td><td>Sovereign country</td><td>Egypt</td><td>EGY</td><td>0</td><td>Egypt</td><td>EGY</td><td>0</td><td>Egypt</td><td>EGY</td><td>0</td><td>Egypt</td><td>Egypt</td><td>EGY</td><td>Egypt</td><td>null</td><td>Egypt</td><td>EG</td><td>Arab Republic of Egypt</td><td>null</td><td>null</td><td>null</td><td>Egypt, Arab Rep.</td><td>null</td><td>4</td><td>6</td><td>7</td><td>2</td><td>83082869</td><td>443700</td><td>-99</td><td>2006</td><td>-99</td><td>5. Emerging region: G20</td><td>4. Lower middle income</td><td>-99</td><td>null</td><td>EG</td><td>EGY</td><td>818</td><td>818</td><td>EG</td><td>EGY</td><td>-99</td><td>EGY</td><td>EGY</td><td>-99</td><td>-99</td><td>Africa</td><td>Africa</td><td>Northern Africa</td><td>Middle East &amp; North Africa</td><td>5</td><td>5</td><td>5</td><td>-99</td><td>1</td></tr></tbody></table>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pl from \"npm:nodejs-polars\";\n",
    "\n",
    "let response = await fetch(\n",
    "  \"https://cdn.jsdelivr.net/npm/world-atlas@1/world/110m.tsv\"\n",
    ");\n",
    "let data = await response.text();\n",
    "let df = pl.readCSV(data, { sep: \"\\t\" });\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a9c1e99b-75b2-44d8-a086-298f6282ffb3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.dataresource+json": {
       "data": [
        {
         "continent": "Africa",
         "number_of_subregions": 51,
         "total_pop_est": 993281878
        },
        {
         "continent": "Antarctica",
         "number_of_subregions": 1,
         "total_pop_est": 3802
        },
        {
         "continent": "Asia",
         "number_of_subregions": 47,
         "total_pop_est": 4085852698
        },
        {
         "continent": "Europe",
         "number_of_subregions": 39,
         "total_pop_est": 728131201
        },
        {
         "continent": "North America",
         "number_of_subregions": 18,
         "total_pop_est": 539350981
        },
        {
         "continent": "Oceania",
         "number_of_subregions": 7,
         "total_pop_est": 33519610
        },
        {
         "continent": "Seven seas (open ocean)",
         "number_of_subregions": 1,
         "total_pop_est": 140
        },
        {
         "continent": "South America",
         "number_of_subregions": 13,
         "total_pop_est": 394355478
        }
       ],
       "schema": {
        "fields": [
         {
          "name": "continent",
          "type": "string"
         },
         {
          "name": "total_pop_est",
          "type": "integer"
         },
         {
          "name": "number_of_subregions",
          "type": "integer"
         }
        ]
       }
      },
      "text/html": [
       "<table><thead><tr><th>continent</th><th>total_pop_est</th><th>number_of_subregions</th></tr></thead><tbody><tr><td>Africa</td><td>993281878</td><td>51</td></tr><tr><td>Antarctica</td><td>3802</td><td>1</td></tr><tr><td>Asia</td><td>4085852698</td><td>47</td></tr><tr><td>Europe</td><td>728131201</td><td>39</td></tr><tr><td>North America</td><td>539350981</td><td>18</td></tr><tr><td>Oceania</td><td>33519610</td><td>7</td></tr><tr><td>Seven seas (open ocean)</td><td>140</td><td>1</td></tr><tr><td>South America</td><td>394355478</td><td>13</td></tr></tbody></table>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "let df = pl.readCSV(data, { sep: \"\\t\" });\n",
    "\n",
    "df = df\n",
    "  .groupBy(\"continent\")\n",
    "  .agg(\n",
    "    pl.col(\"pop_est\").sum().alias(\"total_pop_est\"),\n",
    "    pl.col(\"subregion\").count().alias(\"number_of_subregions\")\n",
    "  );\n",
    "\n",
    "df = df.sort(\"continent\");\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ae44620f-cdd9-4ee4-8564-4a250594d74c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import * as d3 from \"npm:d3\";\n",
    "\n",
    "const max = d3.max(df.total_pop_est);\n",
    "const xScaleSorted = d3.scaleLinear().domain([0, max]).range([0, 300]);\n",
    "const yScaleSorted = d3\n",
    "  .scaleBand()\n",
    "  .domain(df.continent)\n",
    "  .range([0, 300])\n",
    "  .padding(0.1);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "eed49051-f576-4e75-b6d7-14da11bab413",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import {\n",
    "  createCanvas,\n",
    "  Image,\n",
    "  Path2D,\n",
    "} from \"jsr:@gfx/canvas@0.5.6\";\n",
    "\n",
    "const canvas = createCanvas(400, 300);\n",
    "const ctx = canvas.getContext(\"2d\");\n",
    "\n",
    "df.toRecords().forEach((record, i) => {\n",
    "  const y = yScaleSorted(record.continent);\n",
    "  const width = xScaleSorted(record.total_pop_est);\n",
    "  const height = yScaleSorted.bandwidth();\n",
    "\n",
    "  ctx.fillStyle = width < xScaleSorted(max) ? \"#8787A7\" : \"#575787\";\n",
    "  ctx.fillRect(0, y, width, height);\n",
    "  ctx.fillStyle = \"#000\";\n",
    "  ctx.fillText(record.continent, width + 5, y + height / 2);\n",
    "});\n",
    "\n",
    "canvas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e32becf8-a52d-49ca-a79b-ef93c13cb310",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg viewBox=\"0 0 640 220\" height=\"220\" width=\"640\" text-anchor=\"middle\" font-size=\"10\" font-family=\"system-ui, sans-serif\" fill=\"currentColor\" class=\"plot-d6a7b5\"><style>.plot-d6a7b5 {\n",
       "  display: block;\n",
       "  background: white;\n",
       "  height: auto;\n",
       "  height: intrinsic;\n",
       "  max-width: 100%;\n",
       "}\n",
       ".plot-d6a7b5 text,\n",
       ".plot-d6a7b5 tspan {\n",
       "  white-space: pre;\n",
       "}</style><g transform=\"translate(0,10)\" stroke=\"currentColor\" fill=\"none\" aria-label=\"y-axis tick\"><path d=\"M0,0L-6,0\" transform=\"translate(90,23)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,45)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,67)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,89)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,111)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,133)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,155)\" /><path d=\"M0,0L-6,0\" transform=\"translate(90,177)\" /></g><g transform=\"translate(-9,10)\" text-anchor=\"end\" aria-label=\"y-axis tick label\"><text transform=\"translate(90,23)\" y=\"0.32em\">Asia</text><text transform=\"translate(90,45)\" y=\"0.32em\">Africa</text><text transform=\"translate(90,67)\" y=\"0.32em\">Europe</text><text transform=\"translate(90,89)\" y=\"0.32em\">North America</text><text transform=\"translate(90,111)\" y=\"0.32em\">South America</text><text transform=\"translate(90,133)\" y=\"0.32em\">Oceania</text><text transform=\"translate(90,155)\" y=\"0.32em\">Antarctica</text><text transform=\"translate(90,177)\" y=\"0.32em\">Seven seas (open ocean)</text></g><g fill=\"rebeccaPurple\" aria-label=\"bar\"><rect height=\"20\" y=\"45\" width=\"133.5849410890828\" x=\"90\" /><rect height=\"20\" y=\"155\" width=\"0.0005113250903576727\" x=\"90\" /><rect height=\"20\" y=\"23\" width=\"549.5\" x=\"90\" /><rect height=\"20\" y=\"67\" width=\"97.92523728164514\" x=\"90\" /><rect height=\"20\" y=\"89\" width=\"72.53647793141758\" x=\"90\" /><rect height=\"20\" y=\"133\" width=\"4.508000424003541\" x=\"90\" /><rect height=\"20\" y=\"177\" width=\"0.00001882838311928481\" x=\"90\" /><rect height=\"20\" y=\"111\" width=\"53.03625734404781\" x=\"90\" /></g><g transform=\"translate(-3,10)\" text-anchor=\"end\" fill=\"white\" aria-label=\"text\"><text transform=\"translate(223.5849410890828,45)\" y=\"0.32em\">993,281,878</text><text transform=\"translate(90.00051132509036,155)\" y=\"0.32em\">3,802</text><text transform=\"translate(639.5,23)\" y=\"0.32em\">4,085,852,698</text><text transform=\"translate(187.92523728164514,67)\" y=\"0.32em\">728,131,201</text><text transform=\"translate(162.53647793141758,89)\" y=\"0.32em\">539,350,981</text><text transform=\"translate(94.50800042400354,133)\" y=\"0.32em\">33,519,610</text><text transform=\"translate(90.00001882838312,177)\" y=\"0.32em\">140</text><text transform=\"translate(143.0362573440478,111)\" y=\"0.32em\">394,355,478</text></g></svg>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import Plot from \"https://deno.land/x/plot/mod.ts\"\n",
    "\n",
    "let records = df.toRecords();\n",
    "\n",
    "Plot.plot({\n",
    "    marginLeft: 90,\n",
    "    x: { axis: null },\n",
    "    y: { label: null },\n",
    "    marks: [\n",
    "      Plot.barX(records, {\n",
    "        x: \"total_pop_est\",\n",
    "        y: \"continent\",\n",
    "        sort: { y: \"x\", reverse: true, limit: 10 },\n",
    "        fill: \"rebeccaPurple\",\n",
    "      }),\n",
    "    \n",
    "      Plot.text(records, {\n",
    "        text: (d) => d.total_pop_est.toLocaleString(),\n",
    "        y: \"continent\",\n",
    "        x: \"total_pop_est\",\n",
    "        textAnchor: \"end\",\n",
    "        dx: -3,\n",
    "        fill: \"white\",\n",
    "      }),\n",
    "    ],\n",
    "})\n"
   ]
  }
 ],
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