<NME> are-you-happy-now.ipynb <BEF> { "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "pd.options.display.html.table_schema = True\n", "pd.options.display.max_rows = None" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "inputHidden": false, "outputHidden": false }, "outputs": [], "source": [ "df = pd.read_csv(\"https://gist.githubusercontent.com/rgbkrk/a7984a8788a73e2afb8fd4b89c8ec6de/raw/db8d1db9f878ed448c3cac3eb3c9c0dc5e80891e/2015.csv\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "inputHidden": false, "outputExpanded": true, "outputHidden": false }, "outputs": [ { "data": { "text/plain": [ "array(['Western Europe', 'North America', 'Australia and New Zealand',\n", " 'Middle East and Northern Africa', 'Latin America and Caribbean',\n", " 'Southeastern Asia', 'Central and Eastern Europe', 'Eastern Asia',\n", " 'Sub-Saharan Africa', 'Southern Asia'], dtype=object)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[\"Region\"].unique()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "inputHidden": false, "outputHidden": false }, "outputs": [ { "data": { "application/vnd.dataresource+json": { "data": [ { "Country": "Costa Rica", "Dystopia Residual": 3.17728, "Health (Life Expectancy)": 0.86027, "Region": "Latin America and Caribbean", "Standard Error": 0.04454, "Trust (Government Corruption)": 0.10583, "index": 11 }, { "Country": "Mexico", "Health (Life Expectancy)": 0.81444, "Region": "Latin America and Caribbean", "Standard Error": 0.04176, "Trust (Government Corruption)": 0.21312, "index": 13 }, { "Country": "Brazil", "Health (Life Expectancy)": 0.69702, "Region": "Latin America and Caribbean", "Standard Error": 0.04076, "Trust (Government Corruption)": 0.17521, "index": 15 }, { "Country": "Venezuela", "Health (Life Expectancy)": 0.72052, "Region": "Latin America and Caribbean", "Standard Error": 0.06476, "Trust (Government Corruption)": 0.11069, "index": 22 }, { "Country": "Panama", "Health (Life Expectancy)": 0.79661, "Region": "Latin America and Caribbean", "Standard Error": 0.0491, "Trust (Government Corruption)": 0.0927, "index": 24 }, { "Country": "Chile", "Health (Life Expectancy)": 0.85857, "Region": "Latin America and Caribbean", "Standard Error": 0.058, "Trust (Government Corruption)": 0.12869, "index": 26 }, { "Country": "Argentina", "Health (Life Expectancy)": 0.78723, "Region": "Latin America and Caribbean", "Standard Error": 0.04612, "Trust (Government Corruption)": 0.08484, "index": 29 }, { "Country": "Uruguay", "Health (Life Expectancy)": 0.8116, "Region": "Latin America and Caribbean", "Standard Error": 0.04539, "Trust (Government Corruption)": 0.24558, "index": 31 }, { "Country": "Colombia", "Health (Life Expectancy)": 0.69077, "Region": "Latin America and Caribbean", "Standard Error": 0.05051, "Trust (Government Corruption)": 0.0512, "index": 32 }, { "Country": "Suriname", "Health (Life Expectancy)": 0.6082, "Region": "Latin America and Caribbean", "Standard Error": 0.09811, "Trust (Government Corruption)": 0.13633, "index": 39 }, { "Country": "Trinidad and Tobago", "Health (Life Expectancy)": 0.61483, "Region": "Latin America and Caribbean", "Standard Error": 0.10895, "Trust (Government Corruption)": 0.0114, "index": 40 }, { "Country": "El Salvador", "Health (Life Expectancy)": 0.67737, "Region": "Latin America and Caribbean", "Standard Error": 0.05618, "Trust (Government Corruption)": 0.11776, "index": 41 }, { "Country": "Guatemala", "Health (Life Expectancy)": 0.64425, "Region": "Latin America and Caribbean", "Standard Error": 0.05224, "Trust (Government Corruption)": 0.09472, "index": 42 }, { "Country": "Ecuador", "Health (Life Expectancy)": 0.79075, "Region": "Latin America and Caribbean", "Standard Error": 0.04528, "Trust (Government Corruption)": 0.1809, "index": 47 }, { "Country": "Bolivia", "Health (Life Expectancy)": 0.5392, "Region": "Latin America and Caribbean", "Standard Error": 0.05642, "Trust (Government Corruption)": 0.088, "index": 50 }, { "Country": "Paraguay", "Health (Life Expectancy)": 0.66098, "Region": "Latin America and Caribbean", "Standard Error": 0.04563, "Trust (Government Corruption)": 0.08242, "index": 52 }, { "Country": "Nicaragua", "Health (Life Expectancy)": 0.74314, "Region": "Latin America and Caribbean", "Standard Error": 0.05371, "Trust (Government Corruption)": 0.19317, "index": 56 }, { "Country": "Peru", "Health (Life Expectancy)": 0.73017, "Region": "Latin America and Caribbean", "Standard Error": 0.04615, "Trust (Government Corruption)": 0.05989, "index": 57 }, { "Country": "Jamaica", "Health (Life Expectancy)": 0.68741, "Region": "Latin America and Caribbean", "Standard Error": 0.13693, "Trust (Government Corruption)": 0.02299, "index": 64 }, { "Country": "Dominican Republic", "Health (Life Expectancy)": 0.66825, "Region": "Latin America and Caribbean", "Standard Error": 0.07446, "Trust (Government Corruption)": 0.14234, "index": 97 }, { "Country": "Honduras", "Health (Life Expectancy)": 0.6951, "Region": "Latin America and Caribbean", "Standard Error": 0.05648, "Trust (Government Corruption)": 0.06825, "index": 104 }, { "Country": "Haiti", "Health (Life Expectancy)": 0.38847, "Region": "Latin America and Caribbean", "Standard Error": 0.07331, "Trust (Government Corruption)": 0.17175, "index": 118 } ], "schema": { "fields": [ { "name": "index", "type": "integer" }, { "name": "Country", "type": "string" ], "pandas_version": "0.20.0", "primaryKey": [ "index" ] } }, "text/html": [ "<div>\n", "<style scoped>\n", " .dataframe tbody tr th:only-of-type {\n", " vertical-align: middle;\n", " }\n", "\n", " .dataframe tbody tr th {\n", " vertical-align: top;\n", " }\n", "\n", " .dataframe thead th {\n", " text-align: right;\n", " }\n", "</style>\n", "<table border=\"1\" class=\"dataframe\">\n", " <thead>\n", " <tr style=\"text-align: right;\">\n", " <th></th>\n", " <th>Country</th>\n", " <th>Region</th>\n", " <th>Happiness Rank</th>\n", " <th>Happiness Score</th>\n", " <th>Generosity</th>\n", " <th>Dystopia Residual</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", " <tr>\n", " <th>11</th>\n", " <td>Costa Rica</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>12</td>\n", " <td>7.226</td>\n", " <td>3.17728</td>\n", " </tr>\n", " <tr>\n", " <th>13</th>\n", " <td>Mexico</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>14</td>\n", " <td>7.187</td>\n", " <td>3.60214</td>\n", " </tr>\n", " <tr>\n", " <th>15</th>\n", " <td>Brazil</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>16</td>\n", " <td>6.983</td>\n", " <td>3.26001</td>\n", " </tr>\n", " <tr>\n", " <th>22</th>\n", " <td>Venezuela</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>23</td>\n", " <td>6.810</td>\n", " <td>3.19131</td>\n", " </tr>\n", " <tr>\n", " <th>24</th>\n", " <td>Panama</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>25</td>\n", " <td>6.786</td>\n", " <td>2.84848</td>\n", " </tr>\n", " <tr>\n", " <th>26</th>\n", " <td>Chile</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>27</td>\n", " <td>6.670</td>\n", " <td>2.67585</td>\n", " </tr>\n", " <tr>\n", " <th>29</th>\n", " <td>Argentina</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>30</td>\n", " <td>6.574</td>\n", " <td>2.83600</td>\n", " </tr>\n", " <tr>\n", " <th>31</th>\n", " <td>Uruguay</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>32</td>\n", " <td>6.485</td>\n", " <td>2.32142</td>\n", " </tr>\n", " <tr>\n", " <th>32</th>\n", " <td>Colombia</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>33</td>\n", " <td>6.477</td>\n", " <td>2.85737</td>\n", " </tr>\n", " <tr>\n", " <th>39</th>\n", " <td>Suriname</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>40</td>\n", " <td>6.269</td>\n", " <td>2.79094</td>\n", " </tr>\n", " <tr>\n", " <th>40</th>\n", " <td>Trinidad and Tobago</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>41</td>\n", " <td>6.168</td>\n", " <td>2.26882</td>\n", " </tr>\n", " <tr>\n", " <th>41</th>\n", " <td>El Salvador</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>42</td>\n", " <td>6.130</td>\n", " <td>3.03500</td>\n", " </tr>\n", " <tr>\n", " <th>42</th>\n", " <td>Guatemala</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>43</td>\n", " <td>6.123</td>\n", " <td>2.74255</td>\n", " </tr>\n", " <tr>\n", " <th>47</th>\n", " <td>Ecuador</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>48</td>\n", " <td>5.975</td>\n", " <td>2.53942</td>\n", " </tr>\n", " <tr>\n", " <th>50</th>\n", " <td>Bolivia</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>51</td>\n", " <td>5.890</td>\n", " <td>2.82334</td>\n", " </tr>\n", " <tr>\n", " <th>52</th>\n", " <td>Paraguay</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>53</td>\n", " <td>5.878</td>\n", " <td>2.18896</td>\n", " </tr>\n", " <tr>\n", " <th>56</th>\n", " <td>Nicaragua</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>57</td>\n", " <td>5.828</td>\n", " <td>2.32407</td>\n", " </tr>\n", " <tr>\n", " <th>57</th>\n", " <td>Peru</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>58</td>\n", " <td>5.824</td>\n", " <td>2.59450</td>\n", " </tr>\n", " <tr>\n", " <th>64</th>\n", " <td>Jamaica</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>65</td>\n", " <td>5.709</td>\n", " <td>2.32038</td>\n", " </tr>\n", " <tr>\n", " <th>97</th>\n", " <td>Dominican Republic</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>98</td>\n", " <td>4.885</td>\n", " <td>1.21305</td>\n", " </tr>\n", " <tr>\n", " <th>104</th>\n", " <td>Honduras</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>105</td>\n", " <td>4.788</td>\n", " <td>1.84408</td>\n", " </tr>\n", " <tr>\n", " <th>118</th>\n", " <td>Haiti</td>\n", " <td>Latin America and Caribbean</td>\n", " <td>119</td>\n", " <td>4.518</td>\n", " <td>0.46187</td>\n", " <td>2.24173</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ " Country Region Happiness Rank \\\n", "11 Costa Rica Latin America and Caribbean 12 \n", "13 Mexico Latin America and Caribbean 14 \n", "15 Brazil Latin America and Caribbean 16 \n", "22 Venezuela Latin America and Caribbean 23 \n", "24 Panama Latin America and Caribbean 25 \n", "26 Chile Latin America and Caribbean 27 \n", "29 Argentina Latin America and Caribbean 30 \n", "31 Uruguay Latin America and Caribbean 32 \n", "32 Colombia Latin America and Caribbean 33 \n", "39 Suriname Latin America and Caribbean 40 \n", "40 Trinidad and Tobago Latin America and Caribbean 41 \n", "41 El Salvador Latin America and Caribbean 42 \n", "42 Guatemala Latin America and Caribbean 43 \n", "47 Ecuador Latin America and Caribbean 48 \n", "50 Bolivia Latin America and Caribbean 51 \n", "52 Paraguay Latin America and Caribbean 53 \n", "56 Nicaragua Latin America and Caribbean 57 \n", "57 Peru Latin America and Caribbean 58 \n", "64 Jamaica Latin America and Caribbean 65 \n", "97 Dominican Republic Latin America and Caribbean 98 \n", "104 Honduras Latin America and Caribbean 105 \n", "118 Haiti Latin America and Caribbean 119 \n", "\n", " Happiness Score Standard Error Economy (GDP per Capita) Family \\\n", "11 7.226 0.04454 0.95578 1.23788 \n", "13 7.187 0.04176 1.02054 0.91451 \n", "15 6.983 0.04076 0.98124 1.23287 \n", "22 6.810 0.06476 1.04424 1.25596 \n", "24 6.786 0.04910 1.06353 1.19850 \n", "26 6.670 0.05800 1.10715 1.12447 \n", "29 6.574 0.04612 1.05351 1.24823 \n", "31 6.485 0.04539 1.06166 1.20890 \n", "32 6.477 0.05051 0.91861 1.24018 \n", "39 6.269 0.09811 0.99534 0.97200 \n", "40 6.168 0.10895 1.21183 1.18354 \n", "41 6.130 0.05618 0.76454 1.02507 \n", "42 6.123 0.05224 0.74553 1.04356 \n", "47 5.975 0.04528 0.86402 0.99903 \n", "50 5.890 0.05642 0.68133 0.97841 \n", "52 5.878 0.04563 0.75985 1.30477 \n", "56 5.828 0.05371 0.59325 1.14184 \n", "57 5.824 0.04615 0.90019 0.97459 \n", "64 5.709 0.13693 0.81038 1.15102 \n", "97 4.885 0.07446 0.89537 1.17202 \n", "104 4.788 0.05648 0.59532 0.95348 \n", "118 4.518 0.07331 0.26673 0.74302 \n", "\n", " Health (Life Expectancy) Freedom Trust (Government Corruption) \\\n", "11 0.86027 0.63376 0.10583 \n", "13 0.81444 0.48181 0.21312 \n", "15 0.69702 0.49049 0.17521 \n", "22 0.72052 0.42908 0.11069 \n", "24 0.79661 0.54210 0.09270 \n", "26 0.85857 0.44132 0.12869 \n", "29 0.78723 0.44974 0.08484 \n", "31 0.81160 0.60362 0.24558 \n", "32 0.69077 0.53466 0.05120 \n", "39 0.60820 0.59657 0.13633 \n", "40 0.61483 0.55884 0.01140 \n", "41 0.67737 0.40350 0.11776 \n", "42 0.64425 0.57733 0.09472 \n", "47 0.79075 0.48574 0.18090 \n", "50 0.53920 0.57414 0.08800 \n", "52 0.66098 0.53899 0.08242 \n", "56 0.74314 0.55475 0.19317 \n", "57 0.73017 0.41496 0.05989 \n", "64 0.68741 0.50442 0.02299 \n", "97 0.66825 0.57672 0.14234 \n", "104 0.69510 0.40148 0.06825 \n", "118 0.38847 0.24425 0.17175 \n", "\n", " Generosity Dystopia Residual \n", "11 0.25497 3.17728 \n", "13 0.14074 3.60214 \n", "15 0.14574 3.26001 \n", "22 0.05841 3.19131 \n", "24 0.24434 2.84848 \n", "26 0.33363 2.67585 \n", "29 0.11451 2.83600 \n", "31 0.23240 2.32142 \n", "32 0.18401 2.85737 \n", "39 0.16991 2.79094 \n", "40 0.31844 2.26882 \n", "41 0.10692 3.03500 \n", "42 0.27489 2.74255 \n", "47 0.11541 2.53942 \n", "50 0.20536 2.82334 \n", "52 0.34240 2.18896 \n", "56 0.27815 2.32407 \n", "57 0.14982 2.59450 \n", "64 0.21230 2.32038 \n", "97 0.21684 1.21305 \n", "104 0.23027 1.84408 \n", "118 0.46187 2.24173 " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[df[\"Region\"] == \"Latin America and Caribbean\"]" ] }, { "cell_type": "code", "execution_count": null, "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" }, "nteract": { "version": "nteract-on-jupyter@1.6.1" } }, "nbformat": 4, <MSG> Fix labels and update select behavior <DFF> @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 9, "metadata": { "collapsed": false, "inputHidden": false, @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 16, "metadata": { "collapsed": false, "inputHidden": false, @@ -43,7 +43,7 @@ " 'Sub-Saharan Africa', 'Southern Asia'], dtype=object)" ] }, - "execution_count": 4, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -54,7 +54,20 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 11, + "metadata": { + "collapsed": false, + "inputHidden": false, + "outputHidden": false + }, + "outputs": [], + "source": [ + "df = df.set_index(\"Country\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, "metadata": { "collapsed": false, "inputHidden": false, @@ -65,6 +78,2657 @@ "data": { "application/vnd.dataresource+json": { "data": [ + { + "Country": "Czech Republic", + "Dystopia Residual": 2.67782, + "Economy (GDP per Capita)": 1.17898, + "Family": 1.20643, + "Freedom": 0.46364, + "Generosity": 0.10686, + "Happiness Rank": 31, + "Happiness Score": 6.505, + "Health (Life Expectancy)": 0.84483, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04168, + "Trust (Government Corruption)": 0.02652 + }, + { + "Country": "Uzbekistan", + "Dystopia Residual": 2.23741, + "Economy (GDP per Capita)": 0.63244, + "Family": 1.34043, + "Freedom": 0.65821, + "Generosity": 0.22837, + "Happiness Rank": 44, + "Happiness Score": 6.003, + "Health (Life Expectancy)": 0.59772, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04361, + "Trust (Government Corruption)": 0.30826 + }, + { + "Country": "Slovakia", + "Dystopia Residual": 2.24639, + "Economy (GDP per Capita)": 1.16891, + "Family": 1.26999, + "Freedom": 0.31751, + "Generosity": 0.16893, + "Happiness Rank": 45, + "Happiness Score": 5.995, + "Health (Life Expectancy)": 0.78902, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04267, + "Trust (Government Corruption)": 0.03431 + }, + { + "Country": "Moldova", + "Dystopia Residual": 3.10712, + "Economy (GDP per Capita)": 0.59448, + "Family": 1.01528, + "Freedom": 0.32818, + "Generosity": 0.20951, + "Happiness Rank": 52, + "Happiness Score": 5.889, + "Health (Life Expectancy)": 0.61826, + "Region": "Central and Eastern Europe", + "Standard Error": 0.03799, + "Trust (Government Corruption)": 0.01615 + }, + { + "Country": "Kazakhstan", + "Dystopia Residual": 2.24729, + "Economy (GDP per Capita)": 1.12254, + "Family": 1.12241, + "Freedom": 0.51649, + "Generosity": 0.11827, + "Happiness Rank": 54, + "Happiness Score": 5.855, + "Health (Life Expectancy)": 0.64368, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04114, + "Trust (Government Corruption)": 0.08454 + }, + { + "Country": "Slovenia", + "Dystopia Residual": 1.61583, + "Economy (GDP per Capita)": 1.18498, + "Family": 1.27385, + "Freedom": 0.60855, + "Generosity": 0.25328, + "Happiness Rank": 55, + "Happiness Score": 5.848, + "Health (Life Expectancy)": 0.87337, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04251, + "Trust (Government Corruption)": 0.03787 + }, + { + "Country": "Lithuania", + "Dystopia Residual": 2.44649, + "Economy (GDP per Capita)": 1.14723, + "Family": 1.25745, + "Freedom": 0.21342, + "Generosity": 0.02641, + "Happiness Rank": 56, + "Happiness Score": 5.833, + "Health (Life Expectancy)": 0.73128, + "Region": "Central and Eastern Europe", + "Standard Error": 0.03843, + "Trust (Government Corruption)": 0.01031 + }, + { + "Country": "Belarus", + "Dystopia Residual": 2.1309, + "Economy (GDP per Capita)": 1.03192, + "Family": 1.23289, + "Freedom": 0.37938, + "Generosity": 0.11046, + "Happiness Rank": 59, + "Happiness Score": 5.813, + "Health (Life Expectancy)": 0.73608, + "Region": "Central and Eastern Europe", + "Standard Error": 0.03938, + "Trust (Government Corruption)": 0.1909 + }, + { + "Country": "Poland", + "Dystopia Residual": 1.86565, + "Economy (GDP per Capita)": 1.12555, + "Family": 1.27948, + "Freedom": 0.53122, + "Generosity": 0.16759, + "Happiness Rank": 60, + "Happiness Score": 5.791, + "Health (Life Expectancy)": 0.77903, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04263, + "Trust (Government Corruption)": 0.04212 + }, + { + "Country": "Croatia", + "Dystopia Residual": 2.75414, + "Economy (GDP per Capita)": 1.08254, + "Family": 0.79624, + "Freedom": 0.25883, + "Generosity": 0.05444, + "Happiness Rank": 62, + "Happiness Score": 5.759, + "Health (Life Expectancy)": 0.78805, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04394, + "Trust (Government Corruption)": 0.0243 + }, + { + "Country": "Russia", + "Dystopia Residual": 2.27394, + "Economy (GDP per Capita)": 1.13764, + "Family": 1.23617, + "Freedom": 0.36679, + "Generosity": 0.00199, + "Happiness Rank": 64, + "Happiness Score": 5.716, + "Health (Life Expectancy)": 0.66926, + "Region": "Central and Eastern Europe", + "Standard Error": 0.03135, + "Trust (Government Corruption)": 0.03005 + }, + { + "Country": "Kosovo", + "Dystopia Residual": 2.76579, + "Economy (GDP per Capita)": 0.80148, + "Family": 0.81198, + "Freedom": 0.24749, + "Generosity": 0.2831, + "Happiness Rank": 69, + "Happiness Score": 5.589, + "Health (Life Expectancy)": 0.63132, + "Region": "Central and Eastern Europe", + "Standard Error": 0.05018, + "Trust (Government Corruption)": 0.04741 + }, + { + "Country": "Turkmenistan", + "Dystopia Residual": 1.86984, + "Economy (GDP per Capita)": 0.95847, + "Family": 1.22668, + "Freedom": 0.4761, + "Generosity": 0.16979, + "Happiness Rank": 70, + "Happiness Score": 5.548, + "Health (Life Expectancy)": 0.53886, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04175, + "Trust (Government Corruption)": 0.30844 + }, + { + "Country": "Mauritius", + "Dystopia Residual": 1.76145, + "Economy (GDP per Capita)": 1.00761, + "Family": 0.98521, + "Freedom": 0.56066, + "Generosity": 0.37744, + "Happiness Rank": 71, + "Happiness Score": 5.477, + "Health (Life Expectancy)": 0.7095, + "Region": "Sub-Saharan Africa", + "Standard Error": 0.07197, + "Trust (Government Corruption)": 0.07521 + }, + { + "Country": "Estonia", + "Dystopia Residual": 1.58782, + "Economy (GDP per Capita)": 1.15174, + "Family": 1.22791, + "Freedom": 0.44888, + "Generosity": 0.0868, + "Happiness Rank": 73, + "Happiness Score": 5.429, + "Health (Life Expectancy)": 0.77361, + "Region": "Central and Eastern Europe", + "Standard Error": 0.04013, + "Trust (Government Corruption)": 0.15184 + }, + { + "Country": "Kyrgyzstan", + "Dystopia Residual": 2.2327, + "Economy (GDP per Capita)": 0.47428, + "Family": 1.15115, + "Freedom": 0.43477, + "Generosity": 0.3003, + "Happiness Rank": 77, + 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vertical-align: top;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>Region</th>\n", + " <th>Happiness Rank</th>\n", + " <th>Happiness Score</th>\n", + " <th>Standard Error</th>\n", + " <th>Economy (GDP per Capita)</th>\n", + " <th>Family</th>\n", + " <th>Health (Life Expectancy)</th>\n", + " <th>Freedom</th>\n", + " <th>Trust (Government Corruption)</th>\n", + " <th>Generosity</th>\n", + " <th>Dystopia Residual</th>\n", + " </tr>\n", + " <tr>\n", + " <th>Country</th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>Czech Republic</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>31</td>\n", + " <td>6.505</td>\n", + " <td>0.04168</td>\n", + " <td>1.17898</td>\n", + " <td>1.20643</td>\n", + " <td>0.84483</td>\n", + " <td>0.46364</td>\n", + " <td>0.02652</td>\n", + " <td>0.10686</td>\n", + " <td>2.67782</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Uzbekistan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>44</td>\n", + " <td>6.003</td>\n", + " <td>0.04361</td>\n", + " <td>0.63244</td>\n", + " <td>1.34043</td>\n", + " <td>0.59772</td>\n", + " <td>0.65821</td>\n", + " <td>0.30826</td>\n", + " <td>0.22837</td>\n", + " <td>2.23741</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Slovakia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>45</td>\n", + " <td>5.995</td>\n", + " <td>0.04267</td>\n", + " <td>1.16891</td>\n", + " <td>1.26999</td>\n", + " <td>0.78902</td>\n", + " <td>0.31751</td>\n", + " <td>0.03431</td>\n", + " <td>0.16893</td>\n", + " <td>2.24639</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Moldova</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>52</td>\n", + " <td>5.889</td>\n", + " <td>0.03799</td>\n", + " <td>0.59448</td>\n", + " <td>1.01528</td>\n", + " <td>0.61826</td>\n", + " <td>0.32818</td>\n", + " <td>0.01615</td>\n", + " <td>0.20951</td>\n", + " <td>3.10712</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Kazakhstan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>54</td>\n", + " <td>5.855</td>\n", + " <td>0.04114</td>\n", + " <td>1.12254</td>\n", + " <td>1.12241</td>\n", + " <td>0.64368</td>\n", + " <td>0.51649</td>\n", + " <td>0.08454</td>\n", + " <td>0.11827</td>\n", + " <td>2.24729</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Slovenia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>55</td>\n", + " <td>5.848</td>\n", + " <td>0.04251</td>\n", + " <td>1.18498</td>\n", + " <td>1.27385</td>\n", + " <td>0.87337</td>\n", + " <td>0.60855</td>\n", + " <td>0.03787</td>\n", + " <td>0.25328</td>\n", + " <td>1.61583</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Lithuania</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>56</td>\n", + " <td>5.833</td>\n", + " <td>0.03843</td>\n", + " <td>1.14723</td>\n", + " <td>1.25745</td>\n", + " <td>0.73128</td>\n", + " <td>0.21342</td>\n", + " <td>0.01031</td>\n", + " <td>0.02641</td>\n", + " <td>2.44649</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Belarus</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>59</td>\n", + " <td>5.813</td>\n", + " <td>0.03938</td>\n", + " <td>1.03192</td>\n", + " <td>1.23289</td>\n", + " <td>0.73608</td>\n", + " <td>0.37938</td>\n", + " <td>0.19090</td>\n", + " <td>0.11046</td>\n", + " <td>2.13090</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Poland</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>60</td>\n", + " <td>5.791</td>\n", + " <td>0.04263</td>\n", + " <td>1.12555</td>\n", + " <td>1.27948</td>\n", + " <td>0.77903</td>\n", + " <td>0.53122</td>\n", + " <td>0.04212</td>\n", + " <td>0.16759</td>\n", + " <td>1.86565</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Croatia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>62</td>\n", + " <td>5.759</td>\n", + " <td>0.04394</td>\n", + " <td>1.08254</td>\n", + " <td>0.79624</td>\n", + " <td>0.78805</td>\n", + " <td>0.25883</td>\n", + " <td>0.02430</td>\n", + " <td>0.05444</td>\n", + " <td>2.75414</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Russia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>64</td>\n", + " <td>5.716</td>\n", + " <td>0.03135</td>\n", + " <td>1.13764</td>\n", + " <td>1.23617</td>\n", + " <td>0.66926</td>\n", + " <td>0.36679</td>\n", + " <td>0.03005</td>\n", + " <td>0.00199</td>\n", + " <td>2.27394</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Kosovo</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>69</td>\n", + " <td>5.589</td>\n", + " <td>0.05018</td>\n", + " <td>0.80148</td>\n", + " <td>0.81198</td>\n", + " <td>0.63132</td>\n", + " <td>0.24749</td>\n", + " <td>0.04741</td>\n", + " <td>0.28310</td>\n", + " <td>2.76579</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Turkmenistan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>70</td>\n", + " <td>5.548</td>\n", + " <td>0.04175</td>\n", + " <td>0.95847</td>\n", + " <td>1.22668</td>\n", + " <td>0.53886</td>\n", + " <td>0.47610</td>\n", + " <td>0.30844</td>\n", + " <td>0.16979</td>\n", + " <td>1.86984</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Mauritius</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>71</td>\n", + " <td>5.477</td>\n", + " <td>0.07197</td>\n", + " <td>1.00761</td>\n", + " <td>0.98521</td>\n", + " <td>0.70950</td>\n", + " <td>0.56066</td>\n", + " <td>0.07521</td>\n", + " <td>0.37744</td>\n", + " <td>1.76145</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Estonia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>73</td>\n", + " <td>5.429</td>\n", + " <td>0.04013</td>\n", + " <td>1.15174</td>\n", + " <td>1.22791</td>\n", + " <td>0.77361</td>\n", + " <td>0.44888</td>\n", + " <td>0.15184</td>\n", + " <td>0.08680</td>\n", + " <td>1.58782</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Kyrgyzstan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>77</td>\n", + " <td>5.286</td>\n", + " <td>0.03823</td>\n", + " <td>0.47428</td>\n", + " <td>1.15115</td>\n", + " <td>0.65088</td>\n", + " <td>0.43477</td>\n", + " <td>0.04232</td>\n", + " <td>0.30030</td>\n", + " <td>2.23270</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Nigeria</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>78</td>\n", + " <td>5.268</td>\n", + " <td>0.04192</td>\n", + " <td>0.65435</td>\n", + " <td>0.90432</td>\n", + " <td>0.16007</td>\n", + " <td>0.34334</td>\n", + " <td>0.04030</td>\n", + " <td>0.27233</td>\n", + " <td>2.89319</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Azerbaijan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>80</td>\n", + " <td>5.212</td>\n", + " <td>0.03363</td>\n", + " <td>1.02389</td>\n", + " <td>0.93793</td>\n", + " <td>0.64045</td>\n", + " <td>0.37030</td>\n", + " <td>0.16065</td>\n", + " <td>0.07799</td>\n", + " <td>2.00073</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Montenegro</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>82</td>\n", + " <td>5.192</td>\n", + " <td>0.05235</td>\n", + " <td>0.97438</td>\n", + " <td>0.90557</td>\n", + " <td>0.72521</td>\n", + " <td>0.18260</td>\n", + " <td>0.14296</td>\n", + " <td>0.16140</td>\n", + " <td>2.10017</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Zambia</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>85</td>\n", + " <td>5.129</td>\n", + " <td>0.06988</td>\n", + " <td>0.47038</td>\n", + " <td>0.91612</td>\n", + " <td>0.29924</td>\n", + " <td>0.48827</td>\n", + " <td>0.12468</td>\n", + " <td>0.19591</td>\n", + " <td>2.63430</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Romania</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>86</td>\n", + " <td>5.124</td>\n", + " <td>0.06607</td>\n", + " <td>1.04345</td>\n", + " <td>0.88588</td>\n", + " <td>0.76890</td>\n", + " <td>0.35068</td>\n", + " <td>0.00649</td>\n", + " <td>0.13748</td>\n", + " <td>1.93129</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Serbia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>87</td>\n", + " <td>5.123</td>\n", + " <td>0.04864</td>\n", + " <td>0.92053</td>\n", + " <td>1.00964</td>\n", + " <td>0.74836</td>\n", + " <td>0.20107</td>\n", + " <td>0.02617</td>\n", + " <td>0.19231</td>\n", + " <td>2.02500</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Latvia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>89</td>\n", + " <td>5.098</td>\n", + " <td>0.04640</td>\n", + " <td>1.11312</td>\n", + " <td>1.09562</td>\n", + " <td>0.72437</td>\n", + " <td>0.29671</td>\n", + " <td>0.06332</td>\n", + " <td>0.18226</td>\n", + " <td>1.62215</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Somaliland region</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>91</td>\n", + " <td>5.057</td>\n", + " <td>0.06161</td>\n", + " <td>0.18847</td>\n", + " <td>0.95152</td>\n", + " <td>0.43873</td>\n", + " <td>0.46582</td>\n", + " <td>0.39928</td>\n", + " <td>0.50318</td>\n", + " <td>2.11032</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Macedonia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>93</td>\n", + " <td>5.007</td>\n", + " <td>0.05376</td>\n", + " <td>0.91851</td>\n", + " <td>1.00232</td>\n", + " <td>0.73545</td>\n", + " <td>0.33457</td>\n", + " <td>0.05327</td>\n", + " <td>0.22359</td>\n", + " <td>1.73933</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Mozambique</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>94</td>\n", + " <td>4.971</td>\n", + " <td>0.07896</td>\n", + " <td>0.08308</td>\n", + " <td>1.02626</td>\n", + " <td>0.09131</td>\n", + " <td>0.34037</td>\n", + " <td>0.15603</td>\n", + " <td>0.22269</td>\n", + " <td>3.05137</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Albania</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>95</td>\n", + " <td>4.959</td>\n", + " <td>0.05013</td>\n", + " <td>0.87867</td>\n", + " <td>0.80434</td>\n", + " <td>0.81325</td>\n", + " <td>0.35733</td>\n", + " <td>0.06413</td>\n", + " <td>0.14272</td>\n", + " <td>1.89894</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Bosnia and Herzegovina</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>96</td>\n", + " <td>4.949</td>\n", + " <td>0.06913</td>\n", + " <td>0.83223</td>\n", + " <td>0.91916</td>\n", + " <td>0.79081</td>\n", + " <td>0.09245</td>\n", + " <td>0.00227</td>\n", + " <td>0.24808</td>\n", + " <td>2.06367</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Lesotho</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>97</td>\n", + " <td>4.898</td>\n", + " <td>0.09438</td>\n", + " <td>0.37545</td>\n", + " <td>1.04103</td>\n", + " <td>0.07612</td>\n", + " <td>0.31767</td>\n", + " <td>0.12504</td>\n", + " <td>0.16388</td>\n", + " <td>2.79832</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Swaziland</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>101</td>\n", + " <td>4.867</td>\n", + " <td>0.08742</td>\n", + " <td>0.71206</td>\n", + " <td>1.07284</td>\n", + " <td>0.07566</td>\n", + " <td>0.30658</td>\n", + " <td>0.03060</td>\n", + " <td>0.18259</td>\n", + " <td>2.48676</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Hungary</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>104</td>\n", + " <td>4.800</td>\n", + " <td>0.06107</td>\n", + " <td>1.12094</td>\n", + " <td>1.20215</td>\n", + " <td>0.75905</td>\n", + " <td>0.32112</td>\n", + " <td>0.02758</td>\n", + " <td>0.12800</td>\n", + " <td>1.24074</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Tajikistan</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>106</td>\n", + " <td>4.786</td>\n", + " <td>0.03198</td>\n", + " <td>0.39047</td>\n", + " <td>0.85563</td>\n", + " <td>0.57379</td>\n", + " <td>0.47216</td>\n", + " <td>0.15072</td>\n", + " <td>0.22974</td>\n", + " <td>2.11399</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Ukraine</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>111</td>\n", + " <td>4.681</td>\n", + " <td>0.04412</td>\n", + " <td>0.79907</td>\n", + " <td>1.20278</td>\n", + " <td>0.67390</td>\n", + " <td>0.25123</td>\n", + " <td>0.02961</td>\n", + " <td>0.15275</td>\n", + " <td>1.57140</td>\n", + " </tr>\n", + " <tr>\n", + " <th>South Africa</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>113</td>\n", + " <td>4.642</td>\n", + " <td>0.04585</td>\n", + " <td>0.92049</td>\n", + " <td>1.18468</td>\n", + " <td>0.27688</td>\n", + " <td>0.33207</td>\n", + " <td>0.08884</td>\n", + " <td>0.11973</td>\n", + " <td>1.71956</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Ghana</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>114</td>\n", + " <td>4.633</td>\n", + " <td>0.04742</td>\n", + " <td>0.54558</td>\n", + " <td>0.67954</td>\n", + " <td>0.40132</td>\n", + " <td>0.42342</td>\n", + " <td>0.04355</td>\n", + " <td>0.23087</td>\n", + " <td>2.30919</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Zimbabwe</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>115</td>\n", + " <td>4.610</td>\n", + " <td>0.04290</td>\n", + " <td>0.27100</td>\n", + " <td>1.03276</td>\n", + " <td>0.33475</td>\n", + " <td>0.25861</td>\n", + " <td>0.08079</td>\n", + " <td>0.18987</td>\n", + " <td>2.44191</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Liberia</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>116</td>\n", + " <td>4.571</td>\n", + " <td>0.11068</td>\n", + " <td>0.07120</td>\n", + " <td>0.78968</td>\n", + " <td>0.34201</td>\n", + " <td>0.28531</td>\n", + " <td>0.06232</td>\n", + " <td>0.24362</td>\n", + " <td>2.77729</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Sudan</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>118</td>\n", + " <td>4.550</td>\n", + " <td>0.06740</td>\n", + " <td>0.52107</td>\n", + " <td>1.01404</td>\n", + " <td>0.36878</td>\n", + " <td>0.10081</td>\n", + " <td>0.14660</td>\n", + " <td>0.19062</td>\n", + " <td>2.20857</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Congo (Kinshasa)</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>120</td>\n", + " <td>4.517</td>\n", + " <td>0.03680</td>\n", + " <td>0.00000</td>\n", + " <td>1.00120</td>\n", + " <td>0.09806</td>\n", + " <td>0.22605</td>\n", + " <td>0.07625</td>\n", + " <td>0.24834</td>\n", + " <td>2.86712</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Ethiopia</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>122</td>\n", + " <td>4.512</td>\n", + " <td>0.03780</td>\n", + " <td>0.19073</td>\n", + " <td>0.60406</td>\n", + " <td>0.44055</td>\n", + " <td>0.43450</td>\n", + " <td>0.15048</td>\n", + " <td>0.24325</td>\n", + " <td>2.44876</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Sierra Leone</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>123</td>\n", + " <td>4.507</td>\n", + " <td>0.07068</td>\n", + " <td>0.33024</td>\n", + " <td>0.95571</td>\n", + " <td>0.00000</td>\n", + " <td>0.40840</td>\n", + " <td>0.08786</td>\n", + " <td>0.21488</td>\n", + " <td>2.51009</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Mauritania</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>124</td>\n", + " <td>4.436</td>\n", + " <td>0.03947</td>\n", + " <td>0.45407</td>\n", + " <td>0.86908</td>\n", + " <td>0.35874</td>\n", + " <td>0.24232</td>\n", + " <td>0.17461</td>\n", + " <td>0.21900</td>\n", + " <td>2.11773</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Kenya</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>125</td>\n", + " <td>4.419</td>\n", + " <td>0.04734</td>\n", + " <td>0.36471</td>\n", + " <td>0.99876</td>\n", + " <td>0.41435</td>\n", + " <td>0.42215</td>\n", + " <td>0.05839</td>\n", + " <td>0.37542</td>\n", + " <td>1.78555</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Djibouti</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>126</td>\n", + " <td>4.369</td>\n", + " <td>0.08096</td>\n", + " <td>0.44025</td>\n", + " <td>0.59207</td>\n", + " <td>0.36291</td>\n", + " <td>0.46074</td>\n", + " <td>0.28105</td>\n", + " <td>0.18093</td>\n", + " <td>2.05125</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Armenia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>127</td>\n", + " <td>4.350</td>\n", + " <td>0.04763</td>\n", + " <td>0.76821</td>\n", + " <td>0.77711</td>\n", + " <td>0.72990</td>\n", + " <td>0.19847</td>\n", + " <td>0.03900</td>\n", + " <td>0.07855</td>\n", + " <td>1.75873</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Botswana</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>128</td>\n", + " <td>4.332</td>\n", + " <td>0.04934</td>\n", + " <td>0.99355</td>\n", + " <td>1.10464</td>\n", + " <td>0.04776</td>\n", + " <td>0.49495</td>\n", + " <td>0.12474</td>\n", + " <td>0.10461</td>\n", + " <td>1.46181</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Georgia</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>130</td>\n", + " <td>4.297</td>\n", + " <td>0.04221</td>\n", + " <td>0.74190</td>\n", + " <td>0.38562</td>\n", + " <td>0.72926</td>\n", + " <td>0.40577</td>\n", + " <td>0.38331</td>\n", + " <td>0.05547</td>\n", + " <td>1.59541</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Malawi</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>131</td>\n", + " <td>4.292</td>\n", + " <td>0.06130</td>\n", + " <td>0.01604</td>\n", + " <td>0.41134</td>\n", + " <td>0.22562</td>\n", + " <td>0.43054</td>\n", + " <td>0.06977</td>\n", + " <td>0.33128</td>\n", + " <td>2.80791</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Cameroon</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>133</td>\n", + " <td>4.252</td>\n", + " <td>0.04678</td>\n", + " <td>0.42250</td>\n", + " <td>0.88767</td>\n", + " <td>0.23402</td>\n", + " <td>0.49309</td>\n", + " <td>0.05786</td>\n", + " <td>0.20618</td>\n", + " <td>1.95071</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Bulgaria</th>\n", + " <td>Central and Eastern Europe</td>\n", + " <td>134</td>\n", + " <td>4.218</td>\n", + " <td>0.04828</td>\n", + " <td>1.01216</td>\n", + " <td>1.10614</td>\n", + " <td>0.76649</td>\n", + " <td>0.30587</td>\n", + " <td>0.00872</td>\n", + " <td>0.11921</td>\n", + " <td>0.89991</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Angola</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>137</td>\n", + " <td>4.033</td>\n", + " <td>0.04758</td>\n", + " <td>0.75778</td>\n", + " <td>0.86040</td>\n", + " <td>0.16683</td>\n", + " <td>0.10384</td>\n", + " <td>0.07122</td>\n", + " <td>0.12344</td>\n", + " <td>1.94939</td>\n", + " </tr>\n", + " <tr>\n", + " <th>Mali</th>\n", + " <td>Sub-Saharan Africa</td>\n", + " <td>138</td>\n", + " <td>3.995</td>\n", + " <td>0.05602</td>\n", + " <td>0.26074</td>\n", + " <td>1.03526</td>\n", + " <td>0.20583</td>\n", + " <td>0.38857</td>\n", + " <td>0.12352</td>\n", + " <td>0.18798</td>\n", + " <td>1.79293</td>\n", + " </tr>\n", + "
{'commit': 'diff --git a/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb b/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb\nindex b2fffcbce..5909db7b9 100644\n--- a/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb\n+++ b/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb\n@@ -2,7 +2,7 @@\n  "cells": [\n   {\n    "cell_type": "code",\n-   "execution_count": 2,\n+   "execution_count": 8,\n    "metadata": {},\n    "outputs": [],\n    "source": [\n@@ -13,7 +13,7 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 3,\n+   "execution_count": 9,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -26,7 +26,7 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 4,\n+   "execution_count": 16,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -43,7 +43,7 @@\n        "       \'Sub-Saharan Africa\', \'Southern Asia\'], dtype=object)"\n       ]\n      },\n-     "execution_count": 4,\n+     "execution_count": 16,\n      "metadata": {},\n      "output_type": "execute_result"\n     }\n@@ -54,7 +54,20 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 5,\n+   "execution_count": 11,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": [\n+    "df = df.set_index(\\"Country\\")"\n+   ]\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": 19,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -65,6 +78,2657 @@\n      "data": {\n       "application/vnd.dataresource+json": {\n        "data": [\n+        {\n+         "Country": "Czech Republic",\n+         "Dystopia Residual": 2.67782,\n+         "Economy (GDP per Capita)": 1.17898,\n+         "Family": 1.20643,\n+         "Freedom": 0.46364,\n+         "Generosity": 0.10686,\n+         "Happiness Rank": 31,\n+         "Happiness Score": 6.505,\n+         "Health (Life Expectancy)": 0.84483,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04168,\n+         "Trust (Government Corruption)": 0.02652\n+        },\n+        {\n+         "Country": "Uzbekistan",\n+         "Dystopia Residual": 2.23741,\n+         "Economy (GDP per Capita)": 0.63244,\n+         "Family": 1.34043,\n+         "Freedom": 0.65821,\n+         "Generosity": 0.22837,\n+         "Happiness Rank": 44,\n+         "Happiness Score": 6.003,\n+         "Health (Life Expectancy)": 0.59772,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04361,\n+         "Trust (Government Corruption)": 0.30826\n+        },\n+        {\n+         "Country": "Slovakia",\n+         "Dystopia Residual": 2.24639,\n+         "Economy (GDP per Capita)": 1.16891,\n+         "Family": 1.26999,\n+         "Freedom": 0.31751,\n+         "Generosity": 0.16893,\n+         "Happiness Rank": 45,\n+         "Happiness Score": 5.995,\n+         "Health (Life Expectancy)": 0.78902,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04267,\n+         "Trust (Government Corruption)": 0.03431\n+        },\n+        {\n+         "Country": "Moldova",\n+         "Dystopia Residual": 3.10712,\n+         "Economy (GDP per Capita)": 0.59448,\n+         "Family": 1.01528,\n+         "Freedom": 0.32818,\n+         "Generosity": 0.20951,\n+         "Happiness Rank": 52,\n+         "Happiness Score": 5.889,\n+         "Health (Life Expectancy)": 0.61826,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03799,\n+         "Trust (Government Corruption)": 0.01615\n+        },\n+        {\n+         "Country": "Kazakhstan",\n+         "Dystopia Residual": 2.24729,\n+         "Economy (GDP per Capita)": 1.12254,\n+         "Family": 1.12241,\n+         "Freedom": 0.51649,\n+         "Generosity": 0.11827,\n+         "Happiness Rank": 54,\n+         "Happiness Score": 5.855,\n+         "Health (Life Expectancy)": 0.64368,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04114,\n+         "Trust (Government Corruption)": 0.08454\n+        },\n+        {\n+         "Country": "Slovenia",\n+         "Dystopia Residual": 1.61583,\n+         "Economy (GDP per Capita)": 1.18498,\n+         "Family": 1.27385,\n+         "Freedom": 0.60855,\n+         "Generosity": 0.25328,\n+         "Happiness Rank": 55,\n+         "Happiness Score": 5.848,\n+         "Health (Life Expectancy)": 0.87337,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04251,\n+         "Trust (Government Corruption)": 0.03787\n+        },\n+        {\n+         "Country": "Lithuania",\n+         "Dystopia Residual": 2.44649,\n+         "Economy (GDP per Capita)": 1.14723,\n+         "Family": 1.25745,\n+         "Freedom": 0.21342,\n+         "Generosity": 0.02641,\n+         "Happiness Rank": 56,\n+         "Happiness Score": 5.833,\n+         "Health (Life Expectancy)": 0.73128,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03843,\n+         "Trust (Government Corruption)": 0.01031\n+        },\n+        {\n+         "Country": "Belarus",\n+         "Dystopia Residual": 2.1309,\n+         "Economy (GDP per Capita)": 1.03192,\n+         "Family": 1.23289,\n+         "Freedom": 0.37938,\n+         "Generosity": 0.11046,\n+         "Happiness Rank": 59,\n+         "Happiness Score": 5.813,\n+         "Health (Life Expectancy)": 0.73608,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03938,\n+         "Trust (Government Corruption)": 0.1909\n+        },\n+        {\n+         "Country": "Poland",\n+         "Dystopia Residual": 1.86565,\n+         "Economy (GDP per Capita)": 1.12555,\n+         "Family": 1.27948,\n+         "Freedom": 0.53122,\n+         "Generosity": 0.16759,\n+         "Happiness Rank": 60,\n+         "Happiness Score": 5.791,\n+         "Health (Life Expectancy)": 0.77903,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04263,\n+         "Trust (Government Corruption)": 0.04212\n+        },\n+        {\n+         "Country": "Croatia",\n+         "Dystopia Residual": 2.75414,\n+         "Economy (GDP per Capita)": 1.08254,\n+         "Family": 0.79624,\n+         "Freedom": 0.25883,\n+         "Generosity": 0.05444,\n+         "Happiness Rank": 62,\n+         "Happiness Score": 5.759,\n+         "Health (Life Expectancy)": 0.78805,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.0243\n+        },\n+        {\n+         "Country": "Russia",\n+         "Dystopia Residual": 2.27394,\n+         "Economy (GDP per Capita)": 1.13764,\n+         "Family": 1.23617,\n+         "Freedom": 0.36679,\n+         "Generosity": 0.00199,\n+         "Happiness Rank": 64,\n+         "Happiness Score": 5.716,\n+         "Health (Life Expectancy)": 0.66926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03135,\n+         "Trust (Government Corruption)": 0.03005\n+        },\n+        {\n+         "Country": "Kosovo",\n+         "Dystopia Residual": 2.76579,\n+         "Economy (GDP per Capita)": 0.80148,\n+         "Family": 0.81198,\n+         "Freedom": 0.24749,\n+         "Generosity": 0.2831,\n+         "Happiness Rank": 69,\n+         "Happiness Score": 5.589,\n+         "Health (Life Expectancy)": 0.63132,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05018,\n+         "Trust (Government Corruption)": 0.04741\n+        },\n+        {\n+         "Country": "Turkmenistan",\n+         "Dystopia Residual": 1.86984,\n+         "Economy (GDP per Capita)": 0.95847,\n+         "Family": 1.22668,\n+         "Freedom": 0.4761,\n+         "Generosity": 0.16979,\n+         "Happiness Rank": 70,\n+         "Happiness Score": 5.548,\n+         "Health (Life Expectancy)": 0.53886,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04175,\n+         "Trust (Government Corruption)": 0.30844\n+        },\n+        {\n+         "Country": "Mauritius",\n+         "Dystopia Residual": 1.76145,\n+         "Economy (GDP per Capita)": 1.00761,\n+         "Family": 0.98521,\n+         "Freedom": 0.56066,\n+         "Generosity": 0.37744,\n+         "Happiness Rank": 71,\n+         "Happiness Score": 5.477,\n+         "Health (Life Expectancy)": 0.7095,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07197,\n+         "Trust (Government Corruption)": 0.07521\n+        },\n+        {\n+         "Country": "Estonia",\n+         "Dystopia Residual": 1.58782,\n+         "Economy (GDP per Capita)": 1.15174,\n+         "Family": 1.22791,\n+         "Freedom": 0.44888,\n+         "Generosity": 0.0868,\n+         "Happiness Rank": 73,\n+         "Happiness Score": 5.429,\n+         "Health (Life Expectancy)": 0.77361,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04013,\n+         "Trust (Government Corruption)": 0.15184\n+        },\n+        {\n+         "Country": "Kyrgyzstan",\n+         "Dystopia Residual": 2.2327,\n+         "Economy (GDP per Capita)": 0.47428,\n+         "Family": 1.15115,\n+         "Freedom": 0.43477,\n+         "Generosity": 0.3003,\n+         "Happiness Rank": 77,\n+         "Happiness Score": 5.286,\n+         "Health (Life Expectancy)": 0.65088,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03823,\n+         "Trust (Government Corruption)": 0.04232\n+        },\n+        {\n+         "Country": "Nigeria",\n+         "Dystopia Residual": 2.89319,\n+         "Economy (GDP per Capita)": 0.65435,\n+         "Family": 0.90432,\n+         "Freedom": 0.34334,\n+         "Generosity": 0.27233,\n+         "Happiness Rank": 78,\n+         "Happiness Score": 5.268,\n+         "Health (Life Expectancy)": 0.16007,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04192,\n+         "Trust (Government Corruption)": 0.0403\n+        },\n+        {\n+         "Country": "Azerbaijan",\n+         "Dystopia Residual": 2.00073,\n+         "Economy (GDP per Capita)": 1.02389,\n+         "Family": 0.93793,\n+         "Freedom": 0.3703,\n+         "Generosity": 0.07799,\n+         "Happiness Rank": 80,\n+         "Happiness Score": 5.212,\n+         "Health (Life Expectancy)": 0.64045,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03363,\n+         "Trust (Government Corruption)": 0.16065\n+        },\n+        {\n+         "Country": "Montenegro",\n+         "Dystopia Residual": 2.10017,\n+         "Economy (GDP per Capita)": 0.97438,\n+         "Family": 0.90557,\n+         "Freedom": 0.1826,\n+         "Generosity": 0.1614,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.72521,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05235,\n+         "Trust (Government Corruption)": 0.14296\n+        },\n+        {\n+         "Country": "Zambia",\n+         "Dystopia Residual": 2.6343,\n+         "Economy (GDP per Capita)": 0.47038,\n+         "Family": 0.91612,\n+         "Freedom": 0.48827,\n+         "Generosity": 0.19591,\n+         "Happiness Rank": 85,\n+         "Happiness Score": 5.129,\n+         "Health (Life Expectancy)": 0.29924,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06988,\n+         "Trust (Government Corruption)": 0.12468\n+        },\n+        {\n+         "Country": "Romania",\n+         "Dystopia Residual": 1.93129,\n+         "Economy (GDP per Capita)": 1.04345,\n+         "Family": 0.88588,\n+         "Freedom": 0.35068,\n+         "Generosity": 0.13748,\n+         "Happiness Rank": 86,\n+         "Happiness Score": 5.124,\n+         "Health (Life Expectancy)": 0.7689,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06607,\n+         "Trust (Government Corruption)": 0.00649\n+        },\n+        {\n+         "Country": "Serbia",\n+         "Dystopia Residual": 2.025,\n+         "Economy (GDP per Capita)": 0.92053,\n+         "Family": 1.00964,\n+         "Freedom": 0.20107,\n+         "Generosity": 0.19231,\n+         "Happiness Rank": 87,\n+         "Happiness Score": 5.123,\n+         "Health (Life Expectancy)": 0.74836,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04864,\n+         "Trust (Government Corruption)": 0.02617\n+        },\n+        {\n+         "Country": "Latvia",\n+         "Dystopia Residual": 1.62215,\n+         "Economy (GDP per Capita)": 1.11312,\n+         "Family": 1.09562,\n+         "Freedom": 0.29671,\n+         "Generosity": 0.18226,\n+         "Happiness Rank": 89,\n+         "Happiness Score": 5.098,\n+         "Health (Life Expectancy)": 0.72437,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.0464,\n+         "Trust (Government Corruption)": 0.06332\n+        },\n+        {\n+         "Country": "Somaliland region",\n+         "Dystopia Residual": 2.11032,\n+         "Economy (GDP per Capita)": 0.18847,\n+         "Family": 0.95152,\n+         "Freedom": 0.46582,\n+         "Generosity": 0.50318,\n+         "Happiness Rank": 91,\n+         "Happiness Score": 5.057,\n+         "Health (Life Expectancy)": 0.43873,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06161,\n+         "Trust (Government Corruption)": 0.39928\n+        },\n+        {\n+         "Country": "Macedonia",\n+         "Dystopia Residual": 1.73933,\n+         "Economy (GDP per Capita)": 0.91851,\n+         "Family": 1.00232,\n+         "Freedom": 0.33457,\n+         "Generosity": 0.22359,\n+         "Happiness Rank": 93,\n+         "Happiness Score": 5.007,\n+         "Health (Life Expectancy)": 0.73545,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05376,\n+         "Trust (Government Corruption)": 0.05327\n+        },\n+        {\n+         "Country": "Mozambique",\n+         "Dystopia Residual": 3.05137,\n+         "Economy (GDP per Capita)": 0.08308,\n+         "Family": 1.02626,\n+         "Freedom": 0.34037,\n+         "Generosity": 0.22269,\n+         "Happiness Rank": 94,\n+         "Happiness Score": 4.971,\n+         "Health (Life Expectancy)": 0.09131,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07896,\n+         "Trust (Government Corruption)": 0.15603\n+        },\n+        {\n+         "Country": "Albania",\n+         "Dystopia Residual": 1.89894,\n+         "Economy (GDP per Capita)": 0.87867,\n+         "Family": 0.80434,\n+         "Freedom": 0.35733,\n+         "Generosity": 0.14272,\n+         "Happiness Rank": 95,\n+         "Happiness Score": 4.959,\n+         "Health (Life Expectancy)": 0.81325,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05013,\n+         "Trust (Government Corruption)": 0.06413\n+        },\n+        {\n+         "Country": "Bosnia and Herzegovina",\n+         "Dystopia Residual": 2.06367,\n+         "Economy (GDP per Capita)": 0.83223,\n+         "Family": 0.91916,\n+         "Freedom": 0.09245,\n+         "Generosity": 0.24808,\n+         "Happiness Rank": 96,\n+         "Happiness Score": 4.949,\n+         "Health (Life Expectancy)": 0.79081,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06913,\n+         "Trust (Government Corruption)": 0.00227\n+        },\n+        {\n+         "Country": "Lesotho",\n+         "Dystopia Residual": 2.79832,\n+         "Economy (GDP per Capita)": 0.37545,\n+         "Family": 1.04103,\n+         "Freedom": 0.31767,\n+         "Generosity": 0.16388,\n+         "Happiness Rank": 97,\n+         "Happiness Score": 4.898,\n+         "Health (Life Expectancy)": 0.07612,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.09438,\n+         "Trust (Government Corruption)": 0.12504\n+        },\n+        {\n+         "Country": "Swaziland",\n+         "Dystopia Residual": 2.48676,\n+         "Economy (GDP per Capita)": 0.71206,\n+         "Family": 1.07284,\n+         "Freedom": 0.30658,\n+         "Generosity": 0.18259,\n+         "Happiness Rank": 101,\n+         "Happiness Score": 4.867,\n+         "Health (Life Expectancy)": 0.07566,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08742,\n+         "Trust (Government Corruption)": 0.0306\n+        },\n+        {\n+         "Country": "Hungary",\n+         "Dystopia Residual": 1.24074,\n+         "Economy (GDP per Capita)": 1.12094,\n+         "Family": 1.20215,\n+         "Freedom": 0.32112,\n+         "Generosity": 0.128,\n+         "Happiness Rank": 104,\n+         "Happiness Score": 4.8,\n+         "Health (Life Expectancy)": 0.75905,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06107,\n+         "Trust (Government Corruption)": 0.02758\n+        },\n+        {\n+         "Country": "Tajikistan",\n+         "Dystopia Residual": 2.11399,\n+         "Economy (GDP per Capita)": 0.39047,\n+         "Family": 0.85563,\n+         "Freedom": 0.47216,\n+         "Generosity": 0.22974,\n+         "Happiness Rank": 106,\n+         "Happiness Score": 4.786,\n+         "Health (Life Expectancy)": 0.57379,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03198,\n+         "Trust (Government Corruption)": 0.15072\n+        },\n+        {\n+         "Country": "Ukraine",\n+         "Dystopia Residual": 1.5714,\n+         "Economy (GDP per Capita)": 0.79907,\n+         "Family": 1.20278,\n+         "Freedom": 0.25123,\n+         "Generosity": 0.15275,\n+         "Happiness Rank": 111,\n+         "Happiness Score": 4.681,\n+         "Health (Life Expectancy)": 0.6739,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04412,\n+         "Trust (Government Corruption)": 0.02961\n+        },\n+        {\n+         "Country": "South Africa",\n+         "Dystopia Residual": 1.71956,\n+         "Economy (GDP per Capita)": 0.92049,\n+         "Family": 1.18468,\n+         "Freedom": 0.33207,\n+         "Generosity": 0.11973,\n+         "Happiness Rank": 113,\n+         "Happiness Score": 4.642,\n+         "Health (Life Expectancy)": 0.27688,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04585,\n+         "Trust (Government Corruption)": 0.08884\n+        },\n+        {\n+         "Country": "Ghana",\n+         "Dystopia Residual": 2.30919,\n+         "Economy (GDP per Capita)": 0.54558,\n+         "Family": 0.67954,\n+         "Freedom": 0.42342,\n+         "Generosity": 0.23087,\n+         "Happiness Rank": 114,\n+         "Happiness Score": 4.633,\n+         "Health (Life Expectancy)": 0.40132,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04742,\n+         "Trust (Government Corruption)": 0.04355\n+        },\n+        {\n+         "Country": "Zimbabwe",\n+         "Dystopia Residual": 2.44191,\n+         "Economy (GDP per Capita)": 0.271,\n+         "Family": 1.03276,\n+         "Freedom": 0.25861,\n+         "Generosity": 0.18987,\n+         "Happiness Rank": 115,\n+         "Happiness Score": 4.61,\n+         "Health (Life Expectancy)": 0.33475,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0429,\n+         "Trust (Government Corruption)": 0.08079\n+        },\n+        {\n+         "Country": "Liberia",\n+         "Dystopia Residual": 2.77729,\n+         "Economy (GDP per Capita)": 0.0712,\n+         "Family": 0.78968,\n+         "Freedom": 0.28531,\n+         "Generosity": 0.24362,\n+         "Happiness Rank": 116,\n+         "Happiness Score": 4.571,\n+         "Health (Life Expectancy)": 0.34201,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.11068,\n+         "Trust (Government Corruption)": 0.06232\n+        },\n+        {\n+         "Country": "Sudan",\n+         "Dystopia Residual": 2.20857,\n+         "Economy (GDP per Capita)": 0.52107,\n+         "Family": 1.01404,\n+         "Freedom": 0.10081,\n+         "Generosity": 0.19062,\n+         "Happiness Rank": 118,\n+         "Happiness Score": 4.55,\n+         "Health (Life Expectancy)": 0.36878,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0674,\n+         "Trust (Government Corruption)": 0.1466\n+        },\n+        {\n+         "Country": "Congo (Kinshasa)",\n+         "Dystopia Residual": 2.86712,\n+         "Economy (GDP per Capita)": 0,\n+         "Family": 1.0012,\n+         "Freedom": 0.22605,\n+         "Generosity": 0.24834,\n+         "Happiness Rank": 120,\n+         "Happiness Score": 4.517,\n+         "Health (Life Expectancy)": 0.09806,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0368,\n+         "Trust (Government Corruption)": 0.07625\n+        },\n+        {\n+         "Country": "Ethiopia",\n+         "Dystopia Residual": 2.44876,\n+         "Economy (GDP per Capita)": 0.19073,\n+         "Family": 0.60406,\n+         "Freedom": 0.4345,\n+         "Generosity": 0.24325,\n+         "Happiness Rank": 122,\n+         "Happiness Score": 4.512,\n+         "Health (Life Expectancy)": 0.44055,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.15048\n+        },\n+        {\n+         "Country": "Sierra Leone",\n+         "Dystopia Residual": 2.51009,\n+         "Economy (GDP per Capita)": 0.33024,\n+         "Family": 0.95571,\n+         "Freedom": 0.4084,\n+         "Generosity": 0.21488,\n+         "Happiness Rank": 123,\n+         "Happiness Score": 4.507,\n+         "Health (Life Expectancy)": 0,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07068,\n+         "Trust (Government Corruption)": 0.08786\n+        },\n+        {\n+         "Country": "Mauritania",\n+         "Dystopia Residual": 2.11773,\n+         "Economy (GDP per Capita)": 0.45407,\n+         "Family": 0.86908,\n+         "Freedom": 0.24232,\n+         "Generosity": 0.219,\n+         "Happiness Rank": 124,\n+         "Happiness Score": 4.436,\n+         "Health (Life Expectancy)": 0.35874,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03947,\n+         "Trust (Government Corruption)": 0.17461\n+        },\n+        {\n+         "Country": "Kenya",\n+         "Dystopia Residual": 1.78555,\n+         "Economy (GDP per Capita)": 0.36471,\n+         "Family": 0.99876,\n+         "Freedom": 0.42215,\n+         "Generosity": 0.37542,\n+         "Happiness Rank": 125,\n+         "Happiness Score": 4.419,\n+         "Health (Life Expectancy)": 0.41435,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04734,\n+         "Trust (Government Corruption)": 0.05839\n+        },\n+        {\n+         "Country": "Djibouti",\n+         "Dystopia Residual": 2.05125,\n+         "Economy (GDP per Capita)": 0.44025,\n+         "Family": 0.59207,\n+         "Freedom": 0.46074,\n+         "Generosity": 0.18093,\n+         "Happiness Rank": 126,\n+         "Happiness Score": 4.369,\n+         "Health (Life Expectancy)": 0.36291,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08096,\n+         "Trust (Government Corruption)": 0.28105\n+        },\n+        {\n+         "Country": "Armenia",\n+         "Dystopia Residual": 1.75873,\n+         "Economy (GDP per Capita)": 0.76821,\n+         "Family": 0.77711,\n+         "Freedom": 0.19847,\n+         "Generosity": 0.07855,\n+         "Happiness Rank": 127,\n+         "Happiness Score": 4.35,\n+         "Health (Life Expectancy)": 0.7299,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04763,\n+         "Trust (Government Corruption)": 0.039\n+        },\n+        {\n+         "Country": "Botswana",\n+         "Dystopia Residual": 1.46181,\n+         "Economy (GDP per Capita)": 0.99355,\n+         "Family": 1.10464,\n+         "Freedom": 0.49495,\n+         "Generosity": 0.10461,\n+         "Happiness Rank": 128,\n+         "Happiness Score": 4.332,\n+         "Health (Life Expectancy)": 0.04776,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12474\n+        },\n+        {\n+         "Country": "Georgia",\n+         "Dystopia Residual": 1.59541,\n+         "Economy (GDP per Capita)": 0.7419,\n+         "Family": 0.38562,\n+         "Freedom": 0.40577,\n+         "Generosity": 0.05547,\n+         "Happiness Rank": 130,\n+         "Happiness Score": 4.297,\n+         "Health (Life Expectancy)": 0.72926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04221,\n+         "Trust (Government Corruption)": 0.38331\n+        },\n+        {\n+         "Country": "Malawi",\n+         "Dystopia Residual": 2.80791,\n+         "Economy (GDP per Capita)": 0.01604,\n+         "Family": 0.41134,\n+         "Freedom": 0.43054,\n+         "Generosity": 0.33128,\n+         "Happiness Rank": 131,\n+         "Happiness Score": 4.292,\n+         "Health (Life Expectancy)": 0.22562,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0613,\n+         "Trust (Government Corruption)": 0.06977\n+        },\n+        {\n+         "Country": "Cameroon",\n+         "Dystopia Residual": 1.95071,\n+         "Economy (GDP per Capita)": 0.4225,\n+         "Family": 0.88767,\n+         "Freedom": 0.49309,\n+         "Generosity": 0.20618,\n+         "Happiness Rank": 133,\n+         "Happiness Score": 4.252,\n+         "Health (Life Expectancy)": 0.23402,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04678,\n+         "Trust (Government Corruption)": 0.05786\n+        },\n+        {\n+         "Country": "Bulgaria",\n+         "Dystopia Residual": 0.89991,\n+         "Economy (GDP per Capita)": 1.01216,\n+         "Family": 1.10614,\n+         "Freedom": 0.30587,\n+         "Generosity": 0.11921,\n+         "Happiness Rank": 134,\n+         "Happiness Score": 4.218,\n+         "Health (Life Expectancy)": 0.76649,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04828,\n+         "Trust (Government Corruption)": 0.00872\n+        },\n+        {\n+         "Country": "Angola",\n+         "Dystopia Residual": 1.94939,\n+         "Economy (GDP per Capita)": 0.75778,\n+         "Family": 0.8604,\n+         "Freedom": 0.10384,\n+         "Generosity": 0.12344,\n+         "Happiness Rank": 137,\n+         "Happiness Score": 4.033,\n+         "Health (Life Expectancy)": 0.16683,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04758,\n+         "Trust (Government Corruption)": 0.07122\n+        },\n+        {\n+         "Country": "Mali",\n+         "Dystopia Residual": 1.79293,\n+         "Economy (GDP per Capita)": 0.26074,\n+         "Family": 1.03526,\n+         "Freedom": 0.38857,\n+         "Generosity": 0.18798,\n+         "Happiness Rank": 138,\n+         "Happiness Score": 3.995,\n+         "Health (Life Expectancy)": 0.20583,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05602,\n+         "Trust (Government Corruption)": 0.12352\n+        },\n+        {\n+         "Country": "Congo (Brazzaville)",\n+         "Dystopia Residual": 1.68135,\n+         "Economy (GDP per Capita)": 0.67866,\n+         "Family": 0.6629,\n+         "Freedom": 0.41466,\n+         "Generosity": 0.12388,\n+         "Happiness Rank": 139,\n+         "Happiness Score": 3.989,\n+         "Health (Life Expectancy)": 0.31051,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06682,\n+         "Trust (Government Corruption)": 0.11686\n+        },\n+        {\n+         "Country": "Comoros",\n+         "Dystopia Residual": 1.95812,\n+         "Economy (GDP per Capita)": 0.23906,\n+         "Family": 0.79273,\n+         "Freedom": 0.22917,\n+         "Generosity": 0.17441,\n+         "Happiness Rank": 140,\n+         "Happiness Score": 3.956,\n+         "Health (Life Expectancy)": 0.36315,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04797,\n+         "Trust (Government Corruption)": 0.199\n+        },\n+        {\n+         "Country": "Uganda",\n+         "Dystopia Residual": 1.42766,\n+         "Economy (GDP per Capita)": 0.21102,\n+         "Family": 1.13299,\n+         "Freedom": 0.45727,\n+         "Generosity": 0.29066,\n+         "Happiness Rank": 141,\n+         "Happiness Score": 3.931,\n+         "Health (Life Expectancy)": 0.33861,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04317,\n+         "Trust (Government Corruption)": 0.07267\n+        },\n+        {\n+         "Country": "Senegal",\n+         "Dystopia Residual": 1.44395,\n+         "Economy (GDP per Capita)": 0.36498,\n+         "Family": 0.97619,\n+         "Freedom": 0.36772,\n+         "Generosity": 0.20843,\n+         "Happiness Rank": 142,\n+         "Happiness Score": 3.904,\n+         "Health (Life Expectancy)": 0.4354,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03608,\n+         "Trust (Government Corruption)": 0.10713\n+        },\n+        {\n+         "Country": "Gabon",\n+         "Dystopia Residual": 0.99895,\n+         "Economy (GDP per Capita)": 1.06024,\n+         "Family": 0.90528,\n+         "Freedom": 0.31914,\n+         "Generosity": 0.06822,\n+         "Happiness Rank": 143,\n+         "Happiness Score": 3.896,\n+         "Health (Life Expectancy)": 0.43372,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04547,\n+         "Trust (Government Corruption)": 0.11091\n+        },\n+        {\n+         "Country": "Niger",\n+         "Dystopia Residual": 1.87877,\n+         "Economy (GDP per Capita)": 0.0694,\n+         "Family": 0.77265,\n+         "Freedom": 0.47692,\n+         "Generosity": 0.19387,\n+         "Happiness Rank": 144,\n+         "Happiness Score": 3.845,\n+         "Health (Life Expectancy)": 0.29707,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03602,\n+         "Trust (Government Corruption)": 0.15639\n+        },\n+        {\n+         "Country": "Tanzania",\n+         "Dystopia Residual": 1.38079,\n+         "Economy (GDP per Capita)": 0.2852,\n+         "Family": 1.00268,\n+         "Freedom": 0.32878,\n+         "Generosity": 0.34377,\n+         "Happiness Rank": 146,\n+         "Happiness Score": 3.781,\n+         "Health (Life Expectancy)": 0.38215,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05061,\n+         "Trust (Government Corruption)": 0.05747\n+        },\n+        {\n+         "Country": "Madagascar",\n+         "Dystopia Residual": 1.851,\n+         "Economy (GDP per Capita)": 0.20824,\n+         "Family": 0.66801,\n+         "Freedom": 0.19184,\n+         "Generosity": 0.21333,\n+         "Happiness Rank": 147,\n+         "Happiness Score": 3.681,\n+         "Health (Life Expectancy)": 0.46721,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03633,\n+         "Trust (Government Corruption)": 0.08124\n+        },\n+        {\n+         "Country": "Central African Republic",\n+         "Dystopia Residual": 2.7223,\n+         "Economy (GDP per Capita)": 0.0785,\n+         "Family": 0,\n+         "Freedom": 0.48879,\n+         "Generosity": 0.23835,\n+         "Happiness Rank": 148,\n+         "Happiness Score": 3.678,\n+         "Health (Life Expectancy)": 0.06699,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06112,\n+         "Trust (Government Corruption)": 0.08289\n+        },\n+        {\n+         "Country": "Chad",\n+         "Dystopia Residual": 1.94296,\n+         "Economy (GDP per Capita)": 0.34193,\n+         "Family": 0.76062,\n+         "Freedom": 0.23501,\n+         "Generosity": 0.18386,\n+         "Happiness Rank": 149,\n+         "Happiness Score": 3.667,\n+         "Health (Life Expectancy)": 0.1501,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0383,\n+         "Trust (Government Corruption)": 0.05269\n+        },\n+        {\n+         "Country": "Guinea",\n+         "Dystopia Residual": 1.99172,\n+         "Economy (GDP per Capita)": 0.17417,\n+         "Family": 0.46475,\n+         "Freedom": 0.37725,\n+         "Generosity": 0.28657,\n+         "Happiness Rank": 150,\n+         "Happiness Score": 3.656,\n+         "Health (Life Expectancy)": 0.24009,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0359,\n+         "Trust (Government Corruption)": 0.12139\n+        },\n+        {\n+         "Country": "Ivory Coast",\n+         "Dystopia Residual": 1.41723,\n+         "Economy (GDP per Capita)": 0.46534,\n+         "Family": 0.77115,\n+         "Freedom": 0.46866,\n+         "Generosity": 0.20165,\n+         "Happiness Rank": 151,\n+         "Happiness Score": 3.655,\n+         "Health (Life Expectancy)": 0.15185,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05141,\n+         "Trust (Government Corruption)": 0.17922\n+        },\n+        {\n+         "Country": "Burkina Faso",\n+         "Dystopia Residual": 1.46494,\n+         "Economy (GDP per Capita)": 0.25812,\n+         "Family": 0.85188,\n+         "Freedom": 0.39493,\n+         "Generosity": 0.21747,\n+         "Happiness Rank": 152,\n+         "Happiness Score": 3.587,\n+         "Health (Life Expectancy)": 0.27125,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04324,\n+         "Trust (Government Corruption)": 0.12832\n+        },\n+        {\n+         "Country": "Rwanda",\n+         "Dystopia Residual": 0.67042,\n+         "Economy (GDP per Capita)": 0.22208,\n+         "Family": 0.7737,\n+         "Freedom": 0.59201,\n+         "Generosity": 0.22628,\n+         "Happiness Rank": 154,\n+         "Happiness Score": 3.465,\n+         "Health (Life Expectancy)": 0.42864,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03464,\n+         "Trust (Government Corruption)": 0.55191\n+        },\n+        {\n+         "Country": "Benin",\n+         "Dystopia Residual": 1.63328,\n+         "Economy (GDP per Capita)": 0.28665,\n+         "Family": 0.35386,\n+         "Freedom": 0.4845,\n+         "Generosity": 0.1826,\n+         "Happiness Rank": 155,\n+         "Happiness Score": 3.34,\n+         "Health (Life Expectancy)": 0.3191,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03656,\n+         "Trust (Government Corruption)": 0.0801\n+        },\n+        {\n+         "Country": "Burundi",\n+         "Dystopia Residual": 1.83302,\n+         "Economy (GDP per Capita)": 0.0153,\n+         "Family": 0.41587,\n+         "Freedom": 0.1185,\n+         "Generosity": 0.19727,\n+         "Happiness Rank": 157,\n+         "Happiness Score": 2.905,\n+         "Health (Life Expectancy)": 0.22396,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08658,\n+         "Trust (Government Corruption)": 0.10062\n+        },\n+        {\n+         "Country": "Togo",\n+         "Dystopia Residual": 1.56726,\n+         "Economy (GDP per Capita)": 0.20868,\n+         "Family": 0.13995,\n+         "Freedom": 0.36453,\n+         "Generosity": 0.16681,\n+         "Happiness Rank": 158,\n+         "Happiness Score": 2.839,\n+         "Health (Life Expectancy)": 0.28443,\n+         "Region": "Sub-Saharan Africa",\n+        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</tr>\\n",\n+       "  </thead>\\n",\n+       "  <tbody>\\n",\n+       "    <tr>\\n",\n+       "      <th>Czech Republic</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>31</td>\\n",\n+       "      <td>6.505</td>\\n",\n+       "      <td>0.04168</td>\\n",\n+       "      <td>1.17898</td>\\n",\n+       "      <td>1.20643</td>\\n",\n+       "      <td>0.84483</td>\\n",\n+       "      <td>0.46364</td>\\n",\n+       "      <td>0.02652</td>\\n",\n+       "      <td>0.10686</td>\\n",\n+       "      <td>2.67782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uzbekistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>44</td>\\n",\n+       "      <td>6.003</td>\\n",\n+       "      <td>0.04361</td>\\n",\n+       "      <td>0.63244</td>\\n",\n+       "      <td>1.34043</td>\\n",\n+       "      <td>0.59772</td>\\n",\n+       "      <td>0.65821</td>\\n",\n+       "      <td>0.30826</td>\\n",\n+       "      <td>0.22837</td>\\n",\n+       "      <td>2.23741</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovakia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>45</td>\\n",\n+       "      <td>5.995</td>\\n",\n+       "      <td>0.04267</td>\\n",\n+       "      <td>1.16891</td>\\n",\n+       "      <td>1.26999</td>\\n",\n+       "      <td>0.78902</td>\\n",\n+       "      <td>0.31751</td>\\n",\n+       "      <td>0.03431</td>\\n",\n+       "      <td>0.16893</td>\\n",\n+       "      <td>2.24639</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Moldova</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>52</td>\\n",\n+       "      <td>5.889</td>\\n",\n+       "      <td>0.03799</td>\\n",\n+       "      <td>0.59448</td>\\n",\n+       "      <td>1.01528</td>\\n",\n+       "      <td>0.61826</td>\\n",\n+       "      <td>0.32818</td>\\n",\n+       "      <td>0.01615</td>\\n",\n+       "      <td>0.20951</td>\\n",\n+       "      <td>3.10712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kazakhstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>54</td>\\n",\n+       "      <td>5.855</td>\\n",\n+       "      <td>0.04114</td>\\n",\n+       "      <td>1.12254</td>\\n",\n+       "      <td>1.12241</td>\\n",\n+       "      <td>0.64368</td>\\n",\n+       "      <td>0.51649</td>\\n",\n+       "      <td>0.08454</td>\\n",\n+       "      <td>0.11827</td>\\n",\n+       "      <td>2.24729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>55</td>\\n",\n+       "      <td>5.848</td>\\n",\n+       "      <td>0.04251</td>\\n",\n+       "      <td>1.18498</td>\\n",\n+       "      <td>1.27385</td>\\n",\n+       "      <td>0.87337</td>\\n",\n+       "      <td>0.60855</td>\\n",\n+       "      <td>0.03787</td>\\n",\n+       "      <td>0.25328</td>\\n",\n+       "      <td>1.61583</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lithuania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>56</td>\\n",\n+       "      <td>5.833</td>\\n",\n+       "      <td>0.03843</td>\\n",\n+       "      <td>1.14723</td>\\n",\n+       "      <td>1.25745</td>\\n",\n+       "      <td>0.73128</td>\\n",\n+       "      <td>0.21342</td>\\n",\n+       "      <td>0.01031</td>\\n",\n+       "      <td>0.02641</td>\\n",\n+       "      <td>2.44649</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Belarus</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>59</td>\\n",\n+       "      <td>5.813</td>\\n",\n+       "      <td>0.03938</td>\\n",\n+       "      <td>1.03192</td>\\n",\n+       "      <td>1.23289</td>\\n",\n+       "      <td>0.73608</td>\\n",\n+       "      <td>0.37938</td>\\n",\n+       "      <td>0.19090</td>\\n",\n+       "      <td>0.11046</td>\\n",\n+       "      <td>2.13090</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Poland</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>60</td>\\n",\n+       "      <td>5.791</td>\\n",\n+       "      <td>0.04263</td>\\n",\n+       "      <td>1.12555</td>\\n",\n+       "      <td>1.27948</td>\\n",\n+       "      <td>0.77903</td>\\n",\n+       "      <td>0.53122</td>\\n",\n+       "      <td>0.04212</td>\\n",\n+       "      <td>0.16759</td>\\n",\n+       "      <td>1.86565</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Croatia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>62</td>\\n",\n+       "      <td>5.759</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>1.08254</td>\\n",\n+       "      <td>0.79624</td>\\n",\n+       "      <td>0.78805</td>\\n",\n+       "      <td>0.25883</td>\\n",\n+       "      <td>0.02430</td>\\n",\n+       "      <td>0.05444</td>\\n",\n+       "      <td>2.75414</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Russia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>64</td>\\n",\n+       "      <td>5.716</td>\\n",\n+       "      <td>0.03135</td>\\n",\n+       "      <td>1.13764</td>\\n",\n+       "      <td>1.23617</td>\\n",\n+       "      <td>0.66926</td>\\n",\n+       "      <td>0.36679</td>\\n",\n+       "      <td>0.03005</td>\\n",\n+       "      <td>0.00199</td>\\n",\n+       "      <td>2.27394</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kosovo</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>69</td>\\n",\n+       "      <td>5.589</td>\\n",\n+       "      <td>0.05018</td>\\n",\n+       "      <td>0.80148</td>\\n",\n+       "      <td>0.81198</td>\\n",\n+       "      <td>0.63132</td>\\n",\n+       "      <td>0.24749</td>\\n",\n+       "      <td>0.04741</td>\\n",\n+       "      <td>0.28310</td>\\n",\n+       "      <td>2.76579</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkmenistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>70</td>\\n",\n+       "      <td>5.548</td>\\n",\n+       "      <td>0.04175</td>\\n",\n+       "      <td>0.95847</td>\\n",\n+       "      <td>1.22668</td>\\n",\n+       "      <td>0.53886</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>0.30844</td>\\n",\n+       "      <td>0.16979</td>\\n",\n+       "      <td>1.86984</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritius</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>71</td>\\n",\n+       "      <td>5.477</td>\\n",\n+       "      <td>0.07197</td>\\n",\n+       "      <td>1.00761</td>\\n",\n+       "      <td>0.98521</td>\\n",\n+       "      <td>0.70950</td>\\n",\n+       "      <td>0.56066</td>\\n",\n+       "      <td>0.07521</td>\\n",\n+       "      <td>0.37744</td>\\n",\n+       "      <td>1.76145</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Estonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>73</td>\\n",\n+       "      <td>5.429</td>\\n",\n+       "      <td>0.04013</td>\\n",\n+       "      <td>1.15174</td>\\n",\n+       "      <td>1.22791</td>\\n",\n+       "      <td>0.77361</td>\\n",\n+       "      <td>0.44888</td>\\n",\n+       "      <td>0.15184</td>\\n",\n+       "      <td>0.08680</td>\\n",\n+       "      <td>1.58782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kyrgyzstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>77</td>\\n",\n+       "      <td>5.286</td>\\n",\n+       "      <td>0.03823</td>\\n",\n+       "      <td>0.47428</td>\\n",\n+       "      <td>1.15115</td>\\n",\n+       "      <td>0.65088</td>\\n",\n+       "      <td>0.43477</td>\\n",\n+       "      <td>0.04232</td>\\n",\n+       "      <td>0.30030</td>\\n",\n+       "      <td>2.23270</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nigeria</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>78</td>\\n",\n+       "      <td>5.268</td>\\n",\n+       "      <td>0.04192</td>\\n",\n+       "      <td>0.65435</td>\\n",\n+       "      <td>0.90432</td>\\n",\n+       "      <td>0.16007</td>\\n",\n+       "      <td>0.34334</td>\\n",\n+       "      <td>0.04030</td>\\n",\n+       "      <td>0.27233</td>\\n",\n+       "      <td>2.89319</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Azerbaijan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>80</td>\\n",\n+       "      <td>5.212</td>\\n",\n+       "      <td>0.03363</td>\\n",\n+       "      <td>1.02389</td>\\n",\n+       "      <td>0.93793</td>\\n",\n+       "      <td>0.64045</td>\\n",\n+       "      <td>0.37030</td>\\n",\n+       "      <td>0.16065</td>\\n",\n+       "      <td>0.07799</td>\\n",\n+       "      <td>2.00073</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Montenegro</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.05235</td>\\n",\n+       "      <td>0.97438</td>\\n",\n+       "      <td>0.90557</td>\\n",\n+       "      <td>0.72521</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>0.14296</td>\\n",\n+       "      <td>0.16140</td>\\n",\n+       "      <td>2.10017</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zambia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>85</td>\\n",\n+       "      <td>5.129</td>\\n",\n+       "      <td>0.06988</td>\\n",\n+       "      <td>0.47038</td>\\n",\n+       "      <td>0.91612</td>\\n",\n+       "      <td>0.29924</td>\\n",\n+       "      <td>0.48827</td>\\n",\n+       "      <td>0.12468</td>\\n",\n+       "      <td>0.19591</td>\\n",\n+       "      <td>2.63430</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Romania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>86</td>\\n",\n+       "      <td>5.124</td>\\n",\n+       "      <td>0.06607</td>\\n",\n+       "      <td>1.04345</td>\\n",\n+       "      <td>0.88588</td>\\n",\n+       "      <td>0.76890</td>\\n",\n+       "      <td>0.35068</td>\\n",\n+       "      <td>0.00649</td>\\n",\n+       "      <td>0.13748</td>\\n",\n+       "      <td>1.93129</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Serbia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>87</td>\\n",\n+       "      <td>5.123</td>\\n",\n+       "      <td>0.04864</td>\\n",\n+       "      <td>0.92053</td>\\n",\n+       "      <td>1.00964</td>\\n",\n+       "      <td>0.74836</td>\\n",\n+       "      <td>0.20107</td>\\n",\n+       "      <td>0.02617</td>\\n",\n+       "      <td>0.19231</td>\\n",\n+       "      <td>2.02500</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Latvia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>89</td>\\n",\n+       "      <td>5.098</td>\\n",\n+       "      <td>0.04640</td>\\n",\n+       "      <td>1.11312</td>\\n",\n+       "      <td>1.09562</td>\\n",\n+       "      <td>0.72437</td>\\n",\n+       "      <td>0.29671</td>\\n",\n+       "      <td>0.06332</td>\\n",\n+       "      <td>0.18226</td>\\n",\n+       "      <td>1.62215</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Somaliland region</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>91</td>\\n",\n+       "      <td>5.057</td>\\n",\n+       "      <td>0.06161</td>\\n",\n+       "      <td>0.18847</td>\\n",\n+       "      <td>0.95152</td>\\n",\n+       "      <td>0.43873</td>\\n",\n+       "      <td>0.46582</td>\\n",\n+       "      <td>0.39928</td>\\n",\n+       "      <td>0.50318</td>\\n",\n+       "      <td>2.11032</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Macedonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>93</td>\\n",\n+       "      <td>5.007</td>\\n",\n+       "      <td>0.05376</td>\\n",\n+       "      <td>0.91851</td>\\n",\n+       "      <td>1.00232</td>\\n",\n+       "      <td>0.73545</td>\\n",\n+       "      <td>0.33457</td>\\n",\n+       "      <td>0.05327</td>\\n",\n+       "      <td>0.22359</td>\\n",\n+       "      <td>1.73933</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mozambique</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>94</td>\\n",\n+       "      <td>4.971</td>\\n",\n+       "      <td>0.07896</td>\\n",\n+       "      <td>0.08308</td>\\n",\n+       "      <td>1.02626</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>0.34037</td>\\n",\n+       "      <td>0.15603</td>\\n",\n+       "      <td>0.22269</td>\\n",\n+       "      <td>3.05137</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Albania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>95</td>\\n",\n+       "      <td>4.959</td>\\n",\n+       "      <td>0.05013</td>\\n",\n+       "      <td>0.87867</td>\\n",\n+       "      <td>0.80434</td>\\n",\n+       "      <td>0.81325</td>\\n",\n+       "      <td>0.35733</td>\\n",\n+       "      <td>0.06413</td>\\n",\n+       "      <td>0.14272</td>\\n",\n+       "      <td>1.89894</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bosnia and Herzegovina</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>96</td>\\n",\n+       "      <td>4.949</td>\\n",\n+       "      <td>0.06913</td>\\n",\n+       "      <td>0.83223</td>\\n",\n+       "      <td>0.91916</td>\\n",\n+       "      <td>0.79081</td>\\n",\n+       "      <td>0.09245</td>\\n",\n+       "      <td>0.00227</td>\\n",\n+       "      <td>0.24808</td>\\n",\n+       "      <td>2.06367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lesotho</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>97</td>\\n",\n+       "      <td>4.898</td>\\n",\n+       "      <td>0.09438</td>\\n",\n+       "      <td>0.37545</td>\\n",\n+       "      <td>1.04103</td>\\n",\n+       "      <td>0.07612</td>\\n",\n+       "      <td>0.31767</td>\\n",\n+       "      <td>0.12504</td>\\n",\n+       "      <td>0.16388</td>\\n",\n+       "      <td>2.79832</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Swaziland</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>101</td>\\n",\n+       "      <td>4.867</td>\\n",\n+       "      <td>0.08742</td>\\n",\n+       "      <td>0.71206</td>\\n",\n+       "      <td>1.07284</td>\\n",\n+       "      <td>0.07566</td>\\n",\n+       "      <td>0.30658</td>\\n",\n+       "      <td>0.03060</td>\\n",\n+       "      <td>0.18259</td>\\n",\n+       "      <td>2.48676</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hungary</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>104</td>\\n",\n+       "      <td>4.800</td>\\n",\n+       "      <td>0.06107</td>\\n",\n+       "      <td>1.12094</td>\\n",\n+       "      <td>1.20215</td>\\n",\n+       "      <td>0.75905</td>\\n",\n+       "      <td>0.32112</td>\\n",\n+       "      <td>0.02758</td>\\n",\n+       "      <td>0.12800</td>\\n",\n+       "      <td>1.24074</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tajikistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>106</td>\\n",\n+       "      <td>4.786</td>\\n",\n+       "      <td>0.03198</td>\\n",\n+       "      <td>0.39047</td>\\n",\n+       "      <td>0.85563</td>\\n",\n+       "      <td>0.57379</td>\\n",\n+       "      <td>0.47216</td>\\n",\n+       "      <td>0.15072</td>\\n",\n+       "      <td>0.22974</td>\\n",\n+       "      <td>2.11399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ukraine</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>111</td>\\n",\n+       "      <td>4.681</td>\\n",\n+       "      <td>0.04412</td>\\n",\n+       "      <td>0.79907</td>\\n",\n+       "      <td>1.20278</td>\\n",\n+       "      <td>0.67390</td>\\n",\n+       "      <td>0.25123</td>\\n",\n+       "      <td>0.02961</td>\\n",\n+       "      <td>0.15275</td>\\n",\n+       "      <td>1.57140</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Africa</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>113</td>\\n",\n+       "      <td>4.642</td>\\n",\n+       "      <td>0.04585</td>\\n",\n+       "      <td>0.92049</td>\\n",\n+       "      <td>1.18468</td>\\n",\n+       "      <td>0.27688</td>\\n",\n+       "      <td>0.33207</td>\\n",\n+       "      <td>0.08884</td>\\n",\n+       "      <td>0.11973</td>\\n",\n+       "      <td>1.71956</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ghana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>114</td>\\n",\n+       "      <td>4.633</td>\\n",\n+       "      <td>0.04742</td>\\n",\n+       "      <td>0.54558</td>\\n",\n+       "      <td>0.67954</td>\\n",\n+       "      <td>0.40132</td>\\n",\n+       "      <td>0.42342</td>\\n",\n+       "      <td>0.04355</td>\\n",\n+       "      <td>0.23087</td>\\n",\n+       "      <td>2.30919</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zimbabwe</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>115</td>\\n",\n+       "      <td>4.610</td>\\n",\n+       "      <td>0.04290</td>\\n",\n+       "      <td>0.27100</td>\\n",\n+       "      <td>1.03276</td>\\n",\n+       "      <td>0.33475</td>\\n",\n+       "      <td>0.25861</td>\\n",\n+       "      <td>0.08079</td>\\n",\n+       "      <td>0.18987</td>\\n",\n+       "      <td>2.44191</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Liberia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>116</td>\\n",\n+       "      <td>4.571</td>\\n",\n+       "      <td>0.11068</td>\\n",\n+       "      <td>0.07120</td>\\n",\n+       "      <td>0.78968</td>\\n",\n+       "      <td>0.34201</td>\\n",\n+       "      <td>0.28531</td>\\n",\n+       "      <td>0.06232</td>\\n",\n+       "      <td>0.24362</td>\\n",\n+       "      <td>2.77729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sudan</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>118</td>\\n",\n+       "      <td>4.550</td>\\n",\n+       "      <td>0.06740</td>\\n",\n+       "      <td>0.52107</td>\\n",\n+       "      <td>1.01404</td>\\n",\n+       "      <td>0.36878</td>\\n",\n+       "      <td>0.10081</td>\\n",\n+       "      <td>0.14660</td>\\n",\n+       "      <td>0.19062</td>\\n",\n+       "      <td>2.20857</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Kinshasa)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>120</td>\\n",\n+       "      <td>4.517</td>\\n",\n+       "      <td>0.03680</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.00120</td>\\n",\n+       "      <td>0.09806</td>\\n",\n+       "      <td>0.22605</td>\\n",\n+       "      <td>0.07625</td>\\n",\n+       "      <td>0.24834</td>\\n",\n+       "      <td>2.86712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ethiopia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>122</td>\\n",\n+       "      <td>4.512</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>0.19073</td>\\n",\n+       "      <td>0.60406</td>\\n",\n+       "      <td>0.44055</td>\\n",\n+       "      <td>0.43450</td>\\n",\n+       "      <td>0.15048</td>\\n",\n+       "      <td>0.24325</td>\\n",\n+       "      <td>2.44876</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sierra Leone</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>123</td>\\n",\n+       "      <td>4.507</td>\\n",\n+       "      <td>0.07068</td>\\n",\n+       "      <td>0.33024</td>\\n",\n+       "      <td>0.95571</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.40840</td>\\n",\n+       "      <td>0.08786</td>\\n",\n+       "      <td>0.21488</td>\\n",\n+       "      <td>2.51009</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>124</td>\\n",\n+       "      <td>4.436</td>\\n",\n+       "      <td>0.03947</td>\\n",\n+       "      <td>0.45407</td>\\n",\n+       "      <td>0.86908</td>\\n",\n+       "      <td>0.35874</td>\\n",\n+       "      <td>0.24232</td>\\n",\n+       "      <td>0.17461</td>\\n",\n+       "      <td>0.21900</td>\\n",\n+       "      <td>2.11773</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kenya</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>125</td>\\n",\n+       "      <td>4.419</td>\\n",\n+       "      <td>0.04734</td>\\n",\n+       "      <td>0.36471</td>\\n",\n+       "      <td>0.99876</td>\\n",\n+       "      <td>0.41435</td>\\n",\n+       "      <td>0.42215</td>\\n",\n+       "      <td>0.05839</td>\\n",\n+       "      <td>0.37542</td>\\n",\n+       "      <td>1.78555</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Djibouti</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>126</td>\\n",\n+       "      <td>4.369</td>\\n",\n+       "      <td>0.08096</td>\\n",\n+       "      <td>0.44025</td>\\n",\n+       "      <td>0.59207</td>\\n",\n+       "      <td>0.36291</td>\\n",\n+       "      <td>0.46074</td>\\n",\n+       "      <td>0.28105</td>\\n",\n+       "      <td>0.18093</td>\\n",\n+       "      <td>2.05125</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Armenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>127</td>\\n",\n+       "      <td>4.350</td>\\n",\n+       "      <td>0.04763</td>\\n",\n+       "      <td>0.76821</td>\\n",\n+       "      <td>0.77711</td>\\n",\n+       "      <td>0.72990</td>\\n",\n+       "      <td>0.19847</td>\\n",\n+       "      <td>0.03900</td>\\n",\n+       "      <td>0.07855</td>\\n",\n+       "      <td>1.75873</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Botswana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>128</td>\\n",\n+       "      <td>4.332</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.99355</td>\\n",\n+       "      <td>1.10464</td>\\n",\n+       "      <td>0.04776</td>\\n",\n+       "      <td>0.49495</td>\\n",\n+       "      <td>0.12474</td>\\n",\n+       "      <td>0.10461</td>\\n",\n+       "      <td>1.46181</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Georgia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>130</td>\\n",\n+       "      <td>4.297</td>\\n",\n+       "      <td>0.04221</td>\\n",\n+       "      <td>0.74190</td>\\n",\n+       "      <td>0.38562</td>\\n",\n+       "      <td>0.72926</td>\\n",\n+       "      <td>0.40577</td>\\n",\n+       "      <td>0.38331</td>\\n",\n+       "      <td>0.05547</td>\\n",\n+       "      <td>1.59541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malawi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>131</td>\\n",\n+       "      <td>4.292</td>\\n",\n+       "      <td>0.06130</td>\\n",\n+       "      <td>0.01604</td>\\n",\n+       "      <td>0.41134</td>\\n",\n+       "      <td>0.22562</td>\\n",\n+       "      <td>0.43054</td>\\n",\n+       "      <td>0.06977</td>\\n",\n+       "      <td>0.33128</td>\\n",\n+       "      <td>2.80791</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cameroon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>133</td>\\n",\n+       "      <td>4.252</td>\\n",\n+       "      <td>0.04678</td>\\n",\n+       "      <td>0.42250</td>\\n",\n+       "      <td>0.88767</td>\\n",\n+       "      <td>0.23402</td>\\n",\n+       "      <td>0.49309</td>\\n",\n+       "      <td>0.05786</td>\\n",\n+       "      <td>0.20618</td>\\n",\n+       "      <td>1.95071</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bulgaria</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>134</td>\\n",\n+       "      <td>4.218</td>\\n",\n+       "      <td>0.04828</td>\\n",\n+       "      <td>1.01216</td>\\n",\n+       "      <td>1.10614</td>\\n",\n+       "      <td>0.76649</td>\\n",\n+       "      <td>0.30587</td>\\n",\n+       "      <td>0.00872</td>\\n",\n+       "      <td>0.11921</td>\\n",\n+       "      <td>0.89991</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Angola</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>137</td>\\n",\n+       "      <td>4.033</td>\\n",\n+       "      <td>0.04758</td>\\n",\n+       "      <td>0.75778</td>\\n",\n+       "      <td>0.86040</td>\\n",\n+       "      <td>0.16683</td>\\n",\n+       "      <td>0.10384</td>\\n",\n+       "      <td>0.07122</td>\\n",\n+       "      <td>0.12344</td>\\n",\n+       "      <td>1.94939</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mali</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>138</td>\\n",\n+       "      <td>3.995</td>\\n",\n+       "      <td>0.05602</td>\\n",\n+       "      <td>0.26074</td>\\n",\n+       "      <td>1.03526</td>\\n",\n+       "      <td>0.20583</td>\\n",\n+       "      <td>0.38857</td>\\n",\n+       "      <td>0.12352</td>\\n",\n+       "      <td>0.18798</td>\\n",\n+       "      <td>1.79293</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Brazzaville)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>139</td>\\n",\n+       "      <td>3.989</td>\\n",\n+       "      <td>0.06682</td>\\n",\n+       "      <td>0.67866</td>\\n",\n+       "      <td>0.66290</td>\\n",\n+       "      <td>0.31051</td>\\n",\n+       "      <td>0.41466</td>\\n",\n+       "      <td>0.11686</td>\\n",\n+       "      <td>0.12388</td>\\n",\n+       "      <td>1.68135</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Comoros</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>140</td>\\n",\n+       "      <td>3.956</td>\\n",\n+       "      <td>0.04797</td>\\n",\n+       "      <td>0.23906</td>\\n",\n+       "      <td>0.79273</td>\\n",\n+       "      <td>0.36315</td>\\n",\n+       "      <td>0.22917</td>\\n",\n+       "      <td>0.19900</td>\\n",\n+       "      <td>0.17441</td>\\n",\n+       "      <td>1.95812</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uganda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>141</td>\\n",\n+       "      <td>3.931</td>\\n",\n+       "      <td>0.04317</td>\\n",\n+       "      <td>0.21102</td>\\n",\n+       "      <td>1.13299</td>\\n",\n+       "      <td>0.33861</td>\\n",\n+       "      <td>0.45727</td>\\n",\n+       "      <td>0.07267</td>\\n",\n+       "      <td>0.29066</td>\\n",\n+       "      <td>1.42766</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Senegal</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>142</td>\\n",\n+       "      <td>3.904</td>\\n",\n+       "      <td>0.03608</td>\\n",\n+       "      <td>0.36498</td>\\n",\n+       "      <td>0.97619</td>\\n",\n+       "      <td>0.43540</td>\\n",\n+       "      <td>0.36772</td>\\n",\n+       "      <td>0.10713</td>\\n",\n+       "      <td>0.20843</td>\\n",\n+       "      <td>1.44395</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Gabon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>143</td>\\n",\n+       "      <td>3.896</td>\\n",\n+       "      <td>0.04547</td>\\n",\n+       "      <td>1.06024</td>\\n",\n+       "      <td>0.90528</td>\\n",\n+       "      <td>0.43372</td>\\n",\n+       "      <td>0.31914</td>\\n",\n+       "      <td>0.11091</td>\\n",\n+       "      <td>0.06822</td>\\n",\n+       "      <td>0.99895</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Niger</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>144</td>\\n",\n+       "      <td>3.845</td>\\n",\n+       "      <td>0.03602</td>\\n",\n+       "      <td>0.06940</td>\\n",\n+       "      <td>0.77265</td>\\n",\n+       "      <td>0.29707</td>\\n",\n+       "      <td>0.47692</td>\\n",\n+       "      <td>0.15639</td>\\n",\n+       "      <td>0.19387</td>\\n",\n+       "      <td>1.87877</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tanzania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>146</td>\\n",\n+       "      <td>3.781</td>\\n",\n+       "      <td>0.05061</td>\\n",\n+       "      <td>0.28520</td>\\n",\n+       "      <td>1.00268</td>\\n",\n+       "      <td>0.38215</td>\\n",\n+       "      <td>0.32878</td>\\n",\n+       "      <td>0.05747</td>\\n",\n+       "      <td>0.34377</td>\\n",\n+       "      <td>1.38079</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Madagascar</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>147</td>\\n",\n+       "      <td>3.681</td>\\n",\n+       "      <td>0.03633</td>\\n",\n+       "      <td>0.20824</td>\\n",\n+       "      <td>0.66801</td>\\n",\n+       "      <td>0.46721</td>\\n",\n+       "      <td>0.19184</td>\\n",\n+       "      <td>0.08124</td>\\n",\n+       "      <td>0.21333</td>\\n",\n+       "      <td>1.85100</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Central African Republic</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>148</td>\\n",\n+       "      <td>3.678</td>\\n",\n+       "      <td>0.06112</td>\\n",\n+       "      <td>0.07850</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.06699</td>\\n",\n+       "      <td>0.48879</td>\\n",\n+       "      <td>0.08289</td>\\n",\n+       "      <td>0.23835</td>\\n",\n+       "      <td>2.72230</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chad</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>149</td>\\n",\n+       "      <td>3.667</td>\\n",\n+       "      <td>0.03830</td>\\n",\n+       "      <td>0.34193</td>\\n",\n+       "      <td>0.76062</td>\\n",\n+       "      <td>0.15010</td>\\n",\n+       "      <td>0.23501</td>\\n",\n+       "      <td>0.05269</td>\\n",\n+       "      <td>0.18386</td>\\n",\n+       "      <td>1.94296</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Guinea</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>150</td>\\n",\n+       "      <td>3.656</td>\\n",\n+       "      <td>0.03590</td>\\n",\n+       "      <td>0.17417</td>\\n",\n+       "      <td>0.46475</td>\\n",\n+       "      <td>0.24009</td>\\n",\n+       "      <td>0.37725</td>\\n",\n+       "      <td>0.12139</td>\\n",\n+       "      <td>0.28657</td>\\n",\n+       "      <td>1.99172</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ivory Coast</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>151</td>\\n",\n+       "      <td>3.655</td>\\n",\n+       "      <td>0.05141</td>\\n",\n+       "      <td>0.46534</td>\\n",\n+       "      <td>0.77115</td>\\n",\n+       "      <td>0.15185</td>\\n",\n+       "      <td>0.46866</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>0.20165</td>\\n",\n+       "      <td>1.41723</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burkina Faso</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>152</td>\\n",\n+       "      <td>3.587</td>\\n",\n+       "      <td>0.04324</td>\\n",\n+       "      <td>0.25812</td>\\n",\n+       "      <td>0.85188</td>\\n",\n+       "      <td>0.27125</td>\\n",\n+       "      <td>0.39493</td>\\n",\n+       "      <td>0.12832</td>\\n",\n+       "      <td>0.21747</td>\\n",\n+       "      <td>1.46494</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Rwanda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>154</td>\\n",\n+       "      <td>3.465</td>\\n",\n+       "      <td>0.03464</td>\\n",\n+       "      <td>0.22208</td>\\n",\n+       "      <td>0.77370</td>\\n",\n+       "      <td>0.42864</td>\\n",\n+       "      <td>0.59201</td>\\n",\n+       "      <td>0.55191</td>\\n",\n+       "      <td>0.22628</td>\\n",\n+       "      <td>0.67042</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Benin</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>155</td>\\n",\n+       "      <td>3.340</td>\\n",\n+       "      <td>0.03656</td>\\n",\n+       "      <td>0.28665</td>\\n",\n+       "      <td>0.35386</td>\\n",\n+       "      <td>0.31910</td>\\n",\n+       "      <td>0.48450</td>\\n",\n+       "      <td>0.08010</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>1.63328</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burundi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>157</td>\\n",\n+       "      <td>2.905</td>\\n",\n+       "      <td>0.08658</td>\\n",\n+       "      <td>0.01530</td>\\n",\n+       "      <td>0.41587</td>\\n",\n+       "      <td>0.22396</td>\\n",\n+       "      <td>0.11850</td>\\n",\n+       "      <td>0.10062</td>\\n",\n+       "      <td>0.19727</td>\\n",\n+       "      <td>1.83302</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Togo</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>158</td>\\n",\n+       "      <td>2.839</td>\\n",\n+       "      <td>0.06727</td>\\n",\n+       "      <td>0.20868</td>\\n",\n+       "      <td>0.13995</td>\\n",\n+       "      <td>0.28443</td>\\n",\n+       "      <td>0.36453</td>\\n",\n+       "      <td>0.10731</td>\\n",\n+       "      <td>0.16681</td>\\n",\n+       "      <td>1.56726</td>\\n",\n+       "    </tr>\\n",\n+       "  </tbody>\\n",\n+       "</table>\\n",\n+       "</div>"\n+      ],\n+      "text/plain": [\n+       "                                              Region  Happiness Rank  \\\\\\n",\n+       "Country                                                                \\n",\n+       "Czech Republic            Central and Eastern Europe              31   \\n",\n+       "Uzbekistan                Central and Eastern Europe              44   \\n",\n+       "Slovakia                  Central and Eastern Europe              45   \\n",\n+       "Moldova                   Central and Eastern Europe              52   \\n",\n+       "Kazakhstan                Central and Eastern Europe              54   \\n",\n+       "Slovenia                  Central and Eastern Europe              55   \\n",\n+       "Lithuania                 Central and Eastern Europe              56   \\n",\n+       "Belarus                   Central and Eastern Europe              59   \\n",\n+       "Poland                    Central and Eastern Europe              60   \\n",\n+       "Croatia                   Central and Eastern Europe              62   \\n",\n+       "Russia                    Central and Eastern Europe              64   \\n",\n+       "Kosovo                    Central and Eastern Europe              69   \\n",\n+       "Turkmenistan              Central and Eastern Europe              70   \\n",\n+       "Mauritius                         Sub-Saharan Africa              71   \\n",\n+       "Estonia                   Central and Eastern Europe              73   \\n",\n+       "Kyrgyzstan                Central and Eastern Europe              77   \\n",\n+       "Nigeria                           Sub-Saharan Africa              78   \\n",\n+       "Azerbaijan                Central and Eastern Europe              80   \\n",\n+       "Montenegro                Central and Eastern Europe              82   \\n",\n+       "Zambia                            Sub-Saharan Africa              85   \\n",\n+       "Romania                   Central and Eastern Europe              86   \\n",\n+       "Serbia                    Central and Eastern Europe              87   \\n",\n+       "Latvia                    Central and Eastern Europe              89   \\n",\n+       "Somaliland region                 Sub-Saharan Africa              91   \\n",\n+       "Macedonia                 Central and Eastern Europe              93   \\n",\n+       "Mozambique                        Sub-Saharan Africa              94   \\n",\n+       "Albania                   Central and Eastern Europe              95   \\n",\n+       "Bosnia and Herzegovina    Central and Eastern Europe              96   \\n",\n+       "Lesotho                           Sub-Saharan Africa              97   \\n",\n+       "Swaziland                         Sub-Saharan Africa             101   \\n",\n+       "Hungary                   Central and Eastern Europe             104   \\n",\n+       "Tajikistan                Central and Eastern Europe             106   \\n",\n+       "Ukraine                   Central and Eastern Europe             111   \\n",\n+       "South Africa                      Sub-Saharan Africa             113   \\n",\n+       "Ghana                             Sub-Saharan Africa             114   \\n",\n+       "Zimbabwe                          Sub-Saharan Africa             115   \\n",\n+       "Liberia                           Sub-Saharan Africa             116   \\n",\n+       "Sudan                             Sub-Saharan Africa             118   \\n",\n+       "Congo (Kinshasa)                  Sub-Saharan Africa             120   \\n",\n+       "Ethiopia                          Sub-Saharan Africa             122   \\n",\n+       "Sierra Leone                      Sub-Saharan Africa             123   \\n",\n+       "Mauritania                        Sub-Saharan Africa             124   \\n",\n+       "Kenya                             Sub-Saharan Africa             125   \\n",\n+       "Djibouti                          Sub-Saharan Africa             126   \\n",\n+       "Armenia                   Central and Eastern Europe             127   \\n",\n+       "Botswana                          Sub-Saharan Africa             128   \\n",\n+       "Georgia                   Central and Eastern Europe             130   \\n",\n+       "Malawi                            Sub-Saharan Africa             131   \\n",\n+       "Cameroon                          Sub-Saharan Africa             133   \\n",\n+       "Bulgaria                  Central and Eastern Europe             134   \\n",\n+       "Angola                            Sub-Saharan Africa             137   \\n",\n+       "Mali                              Sub-Saharan Africa             138   \\n",\n+       "Congo (Brazzaville)               Sub-Saharan Africa             139   \\n",\n+       "Comoros                           Sub-Saharan Africa             140   \\n",\n+       "Uganda                            Sub-Saharan Africa             141   \\n",\n+       "Senegal                           Sub-Saharan Africa             142   \\n",\n+       "Gabon                             Sub-Saharan Africa             143   \\n",\n+       "Niger                             Sub-Saharan Africa             144   \\n",\n+       "Tanzania                          Sub-Saharan Africa             146   \\n",\n+       "Madagascar                        Sub-Saharan Africa             147   \\n",\n+       "Central African Republic          Sub-Saharan Africa             148   \\n",\n+       "Chad                              Sub-Saharan Africa             149   \\n",\n+       "Guinea                            Sub-Saharan Africa             150   \\n",\n+       "Ivory Coast                       Sub-Saharan Africa             151   \\n",\n+       "Burkina Faso                      Sub-Saharan Africa             152   \\n",\n+       "Rwanda                            Sub-Saharan Africa             154   \\n",\n+       "Benin                             Sub-Saharan Africa             155   \\n",\n+       "Burundi                           Sub-Saharan Africa             157   \\n",\n+       "Togo                              Sub-Saharan Africa             158   \\n",\n+       "\\n",\n+       "                          Happiness Score  Standard Error  \\\\\\n",\n+       "Country                                                     \\n",\n+       "Czech Republic                      6.505         0.04168   \\n",\n+       "Uzbekistan                          6.003         0.04361   \\n",\n+       "Slovakia                            5.995         0.04267   \\n",\n+       "Moldova                             5.889         0.03799   \\n",\n+       "Kazakhstan                          5.855         0.04114   \\n",\n+       "Slovenia                            5.848         0.04251   \\n",\n+       "Lithuania                           5.833         0.03843   \\n",\n+       "Belarus                             5.813         0.03938   \\n",\n+       "Poland                              5.791         0.04263   \\n",\n+       "Croatia                             5.759         0.04394   \\n",\n+       "Russia                              5.716         0.03135   \\n",\n+       "Kosovo                              5.589         0.05018   \\n",\n+       "Turkmenistan                        5.548         0.04175   \\n",\n+       "Mauritius                           5.477         0.07197   \\n",\n+       "Estonia                             5.429         0.04013   \\n",\n+       "Kyrgyzstan                          5.286         0.03823   \\n",\n+       "Nigeria                             5.268         0.04192   \\n",\n+       "Azerbaijan                          5.212         0.03363   \\n",\n+       "Montenegro                          5.192         0.05235   \\n",\n+       "Zambia                              5.129         0.06988   \\n",\n+       "Romania                             5.124         0.06607   \\n",\n+       "Serbia                              5.123         0.04864   \\n",\n+       "Latvia                              5.098         0.04640   \\n",\n+       "Somaliland region                   5.057         0.06161   \\n",\n+       "Macedonia                           5.007         0.05376   \\n",\n+       "Mozambique                          4.971         0.07896   \\n",\n+       "Albania                             4.959         0.05013   \\n",\n+       "Bosnia and Herzegovina              4.949         0.06913   \\n",\n+       "Lesotho                             4.898         0.09438   \\n",\n+       "Swaziland                           4.867         0.08742   \\n",\n+       "Hungary                             4.800         0.06107   \\n",\n+       "Tajikistan                          4.786         0.03198   \\n",\n+       "Ukraine                             4.681         0.04412   \\n",\n+       "South Africa                        4.642         0.04585   \\n",\n+       "Ghana                               4.633         0.04742   \\n",\n+       "Zimbabwe                            4.610         0.04290   \\n",\n+       "Liberia                             4.571         0.11068   \\n",\n+       "Sudan                               4.550         0.06740   \\n",\n+       "Congo (Kinshasa)                    4.517         0.03680   \\n",\n+       "Ethiopia                            4.512         0.03780   \\n",\n+       "Sierra Leone                        4.507         0.07068   \\n",\n+       "Mauritania                          4.436         0.03947   \\n",\n+       "Kenya                               4.419         0.04734   \\n",\n+       "Djibouti                            4.369         0.08096   \\n",\n+       "Armenia                             4.350         0.04763   \\n",\n+       "Botswana                            4.332         0.04934   \\n",\n+       "Georgia                             4.297         0.04221   \\n",\n+       "Malawi                              4.292         0.06130   \\n",\n+       "Cameroon                            4.252         0.04678   \\n",\n+       "Bulgaria                            4.218         0.04828   \\n",\n+       "Angola                              4.033         0.04758   \\n",\n+       "Mali                                3.995         0.05602   \\n",\n+       "Congo (Brazzaville)                 3.989         0.06682   \\n",\n+       "Comoros                             3.956         0.04797   \\n",\n+       "Uganda                              3.931         0.04317   \\n",\n+       "Senegal                             3.904         0.03608   \\n",\n+       "Gabon                               3.896         0.04547   \\n",\n+       "Niger                               3.845         0.03602   \\n",\n+       "Tanzania                            3.781         0.05061   \\n",\n+       "Madagascar                          3.681         0.03633   \\n",\n+       "Central African Republic            3.678         0.06112   \\n",\n+       "Chad                                3.667         0.03830   \\n",\n+       "Guinea                              3.656         0.03590   \\n",\n+       "Ivory Coast                         3.655         0.05141   \\n",\n+       "Burkina Faso                        3.587         0.04324   \\n",\n+       "Rwanda                              3.465         0.03464   \\n",\n+       "Benin                               3.340         0.03656   \\n",\n+       "Burundi                             2.905         0.08658   \\n",\n+       "Togo                                2.839         0.06727   \\n",\n+       "\\n",\n+       "                          Economy (GDP per Capita)   Family  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Czech Republic                             1.17898  1.20643   \\n",\n+       "Uzbekistan                                 0.63244  1.34043   \\n",\n+       "Slovakia                                   1.16891  1.26999   \\n",\n+       "Moldova                                    0.59448  1.01528   \\n",\n+       "Kazakhstan                                 1.12254  1.12241   \\n",\n+       "Slovenia                                   1.18498  1.27385   \\n",\n+       "Lithuania                                  1.14723  1.25745   \\n",\n+       "Belarus                                    1.03192  1.23289   \\n",\n+       "Poland                                     1.12555  1.27948   \\n",\n+       "Croatia                                    1.08254  0.79624   \\n",\n+       "Russia                                     1.13764  1.23617   \\n",\n+       "Kosovo                                     0.80148  0.81198   \\n",\n+       "Turkmenistan                               0.95847  1.22668   \\n",\n+       "Mauritius                                  1.00761  0.98521   \\n",\n+       "Estonia                                    1.15174  1.22791   \\n",\n+       "Kyrgyzstan                                 0.47428  1.15115   \\n",\n+       "Nigeria                                    0.65435  0.90432   \\n",\n+       "Azerbaijan                                 1.02389  0.93793   \\n",\n+       "Montenegro                                 0.97438  0.90557   \\n",\n+       "Zambia                                     0.47038  0.91612   \\n",\n+       "Romania                                    1.04345  0.88588   \\n",\n+       "Serbia                                     0.92053  1.00964   \\n",\n+       "Latvia                                     1.11312  1.09562   \\n",\n+       "Somaliland region                          0.18847  0.95152   \\n",\n+       "Macedonia                                  0.91851  1.00232   \\n",\n+       "Mozambique                                 0.08308  1.02626   \\n",\n+       "Albania                                    0.87867  0.80434   \\n",\n+       "Bosnia and Herzegovina                     0.83223  0.91916   \\n",\n+       "Lesotho                                    0.37545  1.04103   \\n",\n+       "Swaziland                                  0.71206  1.07284   \\n",\n+       "Hungary                                    1.12094  1.20215   \\n",\n+       "Tajikistan                                 0.39047  0.85563   \\n",\n+       "Ukraine                                    0.79907  1.20278   \\n",\n+       "South Africa                               0.92049  1.18468   \\n",\n+       "Ghana                                      0.54558  0.67954   \\n",\n+       "Zimbabwe                                   0.27100  1.03276   \\n",\n+       "Liberia                                    0.07120  0.78968   \\n",\n+       "Sudan                                      0.52107  1.01404   \\n",\n+       "Congo (Kinshasa)                           0.00000  1.00120   \\n",\n+       "Ethiopia                                   0.19073  0.60406   \\n",\n+       "Sierra Leone                               0.33024  0.95571   \\n",\n+       "Mauritania                                 0.45407  0.86908   \\n",\n+       "Kenya                                      0.36471  0.99876   \\n",\n+       "Djibouti                                   0.44025  0.59207   \\n",\n+       "Armenia                                    0.76821  0.77711   \\n",\n+       "Botswana                                   0.99355  1.10464   \\n",\n+       "Georgia                                    0.74190  0.38562   \\n",\n+       "Malawi                                     0.01604  0.41134   \\n",\n+       "Cameroon                                   0.42250  0.88767   \\n",\n+       "Bulgaria                                   1.01216  1.10614   \\n",\n+       "Angola                                     0.75778  0.86040   \\n",\n+       "Mali                                       0.26074  1.03526   \\n",\n+       "Congo (Brazzaville)                        0.67866  0.66290   \\n",\n+       "Comoros                                    0.23906  0.79273   \\n",\n+       "Uganda                                     0.21102  1.13299   \\n",\n+       "Senegal                                    0.36498  0.97619   \\n",\n+       "Gabon                                      1.06024  0.90528   \\n",\n+       "Niger                                      0.06940  0.77265   \\n",\n+       "Tanzania                                   0.28520  1.00268   \\n",\n+       "Madagascar                                 0.20824  0.66801   \\n",\n+       "Central African Republic                   0.07850  0.00000   \\n",\n+       "Chad                                       0.34193  0.76062   \\n",\n+       "Guinea                                     0.17417  0.46475   \\n",\n+       "Ivory Coast                                0.46534  0.77115   \\n",\n+       "Burkina Faso                               0.25812  0.85188   \\n",\n+       "Rwanda                                     0.22208  0.77370   \\n",\n+       "Benin                                      0.28665  0.35386   \\n",\n+       "Burundi                                    0.01530  0.41587   \\n",\n+       "Togo                                       0.20868  0.13995   \\n",\n+       "\\n",\n+       "                          Health (Life Expectancy)  Freedom  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Czech Republic                             0.84483  0.46364   \\n",\n+       "Uzbekistan                                 0.59772  0.65821   \\n",\n+       "Slovakia                                   0.78902  0.31751   \\n",\n+       "Moldova                                    0.61826  0.32818   \\n",\n+       "Kazakhstan                                 0.64368  0.51649   \\n",\n+       "Slovenia                                   0.87337  0.60855   \\n",\n+       "Lithuania                                  0.73128  0.21342   \\n",\n+       "Belarus                                    0.73608  0.37938   \\n",\n+       "Poland                                     0.77903  0.53122   \\n",\n+       "Croatia                                    0.78805  0.25883   \\n",\n+       "Russia                                     0.66926  0.36679   \\n",\n+       "Kosovo                                     0.63132  0.24749   \\n",\n+       "Turkmenistan                               0.53886  0.47610   \\n",\n+       "Mauritius                                  0.70950  0.56066   \\n",\n+       "Estonia                                    0.77361  0.44888   \\n",\n+       "Kyrgyzstan                                 0.65088  0.43477   \\n",\n+       "Nigeria                                    0.16007  0.34334   \\n",\n+       "Azerbaijan                                 0.64045  0.37030   \\n",\n+       "Montenegro                                 0.72521  0.18260   \\n",\n+       "Zambia                                     0.29924  0.48827   \\n",\n+       "Romania                                    0.76890  0.35068   \\n",\n+       "Serbia                                     0.74836  0.20107   \\n",\n+       "Latvia                                     0.72437  0.29671   \\n",\n+       "Somaliland region                          0.43873  0.46582   \\n",\n+       "Macedonia                                  0.73545  0.33457   \\n",\n+       "Mozambique                                 0.09131  0.34037   \\n",\n+       "Albania                                    0.81325  0.35733   \\n",\n+       "Bosnia and Herzegovina                     0.79081  0.09245   \\n",\n+       "Lesotho                                    0.07612  0.31767   \\n",\n+       "Swaziland                                  0.07566  0.30658   \\n",\n+       "Hungary                                    0.75905  0.32112   \\n",\n+       "Tajikistan                                 0.57379  0.47216   \\n",\n+       "Ukraine                                    0.67390  0.25123   \\n",\n+       "South Africa                               0.27688  0.33207   \\n",\n+       "Ghana                                      0.40132  0.42342   \\n",\n+       "Zimbabwe                                   0.33475  0.25861   \\n",\n+       "Liberia                                    0.34201  0.28531   \\n",\n+       "Sudan                                      0.36878  0.10081   \\n",\n+       "Congo (Kinshasa)                           0.09806  0.22605   \\n",\n+       "Ethiopia                                   0.44055  0.43450   \\n",\n+       "Sierra Leone                               0.00000  0.40840   \\n",\n+       "Mauritania                                 0.35874  0.24232   \\n",\n+       "Kenya                                      0.41435  0.42215   \\n",\n+       "Djibouti                                   0.36291  0.46074   \\n",\n+       "Armenia                                    0.72990  0.19847   \\n",\n+       "Botswana                                   0.04776  0.49495   \\n",\n+       "Georgia                                    0.72926  0.40577   \\n",\n+       "Malawi                                     0.22562  0.43054   \\n",\n+       "Cameroon                                   0.23402  0.49309   \\n",\n+       "Bulgaria                                   0.76649  0.30587   \\n",\n+       "Angola                                     0.16683  0.10384   \\n",\n+       "Mali                                       0.20583  0.38857   \\n",\n+       "Congo (Brazzaville)                        0.31051  0.41466   \\n",\n+       "Comoros                                    0.36315  0.22917   \\n",\n+       "Uganda                                     0.33861  0.45727   \\n",\n+       "Senegal                                    0.43540  0.36772   \\n",\n+       "Gabon                                      0.43372  0.31914   \\n",\n+       "Niger                                      0.29707  0.47692   \\n",\n+       "Tanzania                                   0.38215  0.32878   \\n",\n+       "Madagascar                                 0.46721  0.19184   \\n",\n+       "Central African Republic                   0.06699  0.48879   \\n",\n+       "Chad                                       0.15010  0.23501   \\n",\n+       "Guinea                                     0.24009  0.37725   \\n",\n+       "Ivory Coast                                0.15185  0.46866   \\n",\n+       "Burkina Faso                               0.27125  0.39493   \\n",\n+       "Rwanda                                     0.42864  0.59201   \\n",\n+       "Benin                                      0.31910  0.48450   \\n",\n+       "Burundi                                    0.22396  0.11850   \\n",\n+       "Togo                                       0.28443  0.36453   \\n",\n+       "\\n",\n+       "                          Trust (Government Corruption)  Generosity  \\\\\\n",\n+       "Country                                                               \\n",\n+       "Czech Republic                                  0.02652     0.10686   \\n",\n+       "Uzbekistan                                      0.30826     0.22837   \\n",\n+       "Slovakia                                        0.03431     0.16893   \\n",\n+       "Moldova                                         0.01615     0.20951   \\n",\n+       "Kazakhstan                                      0.08454     0.11827   \\n",\n+       "Slovenia                                        0.03787     0.25328   \\n",\n+       "Lithuania                                       0.01031     0.02641   \\n",\n+       "Belarus                                         0.19090     0.11046   \\n",\n+       "Poland                                          0.04212     0.16759   \\n",\n+       "Croatia                                         0.02430     0.05444   \\n",\n+       "Russia                                          0.03005     0.00199   \\n",\n+       "Kosovo                                          0.04741     0.28310   \\n",\n+       "Turkmenistan                                    0.30844     0.16979   \\n",\n+       "Mauritius                                       0.07521     0.37744   \\n",\n+       "Estonia                                         0.15184     0.08680   \\n",\n+       "Kyrgyzstan                                      0.04232     0.30030   \\n",\n+       "Nigeria                                         0.04030     0.27233   \\n",\n+       "Azerbaijan                                      0.16065     0.07799   \\n",\n+       "Montenegro                                      0.14296     0.16140   \\n",\n+       "Zambia                                          0.12468     0.19591   \\n",\n+       "Romania                                         0.00649     0.13748   \\n",\n+       "Serbia                                          0.02617     0.19231   \\n",\n+       "Latvia                                          0.06332     0.18226   \\n",\n+       "Somaliland region                               0.39928     0.50318   \\n",\n+       "Macedonia                                       0.05327     0.22359   \\n",\n+       "Mozambique                                      0.15603     0.22269   \\n",\n+       "Albania                                         0.06413     0.14272   \\n",\n+       "Bosnia and Herzegovina                          0.00227     0.24808   \\n",\n+       "Lesotho                                         0.12504     0.16388   \\n",\n+       "Swaziland                                       0.03060     0.18259   \\n",\n+       "Hungary                                         0.02758     0.12800   \\n",\n+       "Tajikistan                                      0.15072     0.22974   \\n",\n+       "Ukraine                                         0.02961     0.15275   \\n",\n+       "South Africa                                    0.08884     0.11973   \\n",\n+       "Ghana                                           0.04355     0.23087   \\n",\n+       "Zimbabwe                                        0.08079     0.18987   \\n",\n+       "Liberia                                         0.06232     0.24362   \\n",\n+       "Sudan                                           0.14660     0.19062   \\n",\n+       "Congo (Kinshasa)                                0.07625     0.24834   \\n",\n+       "Ethiopia                                        0.15048     0.24325   \\n",\n+       "Sierra Leone                                    0.08786     0.21488   \\n",\n+       "Mauritania                                      0.17461     0.21900   \\n",\n+       "Kenya                                           0.05839     0.37542   \\n",\n+       "Djibouti                                        0.28105     0.18093   \\n",\n+       "Armenia                                         0.03900     0.07855   \\n",\n+       "Botswana                                        0.12474     0.10461   \\n",\n+       "Georgia                                         0.38331     0.05547   \\n",\n+       "Malawi                                          0.06977     0.33128   \\n",\n+       "Cameroon                                        0.05786     0.20618   \\n",\n+       "Bulgaria                                        0.00872     0.11921   \\n",\n+       "Angola                                          0.07122     0.12344   \\n",\n+       "Mali                                            0.12352     0.18798   \\n",\n+       "Congo (Brazzaville)                             0.11686     0.12388   \\n",\n+       "Comoros                                         0.19900     0.17441   \\n",\n+       "Uganda                                          0.07267     0.29066   \\n",\n+       "Senegal                                         0.10713     0.20843   \\n",\n+       "Gabon                                           0.11091     0.06822   \\n",\n+       "Niger                                           0.15639     0.19387   \\n",\n+       "Tanzania                                        0.05747     0.34377   \\n",\n+       "Madagascar                                      0.08124     0.21333   \\n",\n+       "Central African Republic                        0.08289     0.23835   \\n",\n+       "Chad                                            0.05269     0.18386   \\n",\n+       "Guinea                                          0.12139     0.28657   \\n",\n+       "Ivory Coast                                     0.17922     0.20165   \\n",\n+       "Burkina Faso                                    0.12832     0.21747   \\n",\n+       "Rwanda                                          0.55191     0.22628   \\n",\n+       "Benin                                           0.08010     0.18260   \\n",\n+       "Burundi                                         0.10062     0.19727   \\n",\n+       "Togo                                            0.10731     0.16681   \\n",\n+       "\\n",\n+       "                          Dystopia Residual  \\n",\n+       "Country                                      \\n",\n+       "Czech Republic                      2.67782  \\n",\n+       "Uzbekistan                          2.23741  \\n",\n+       "Slovakia                            2.24639  \\n",\n+       "Moldova                             3.10712  \\n",\n+       "Kazakhstan                          2.24729  \\n",\n+       "Slovenia                            1.61583  \\n",\n+       "Lithuania                           2.44649  \\n",\n+       "Belarus                             2.13090  \\n",\n+       "Poland                              1.86565  \\n",\n+       "Croatia                             2.75414  \\n",\n+       "Russia                              2.27394  \\n",\n+       "Kosovo                              2.76579  \\n",\n+       "Turkmenistan                        1.86984  \\n",\n+       "Mauritius                           1.76145  \\n",\n+       "Estonia                             1.58782  \\n",\n+       "Kyrgyzstan                          2.23270  \\n",\n+       "Nigeria                             2.89319  \\n",\n+       "Azerbaijan                          2.00073  \\n",\n+       "Montenegro                          2.10017  \\n",\n+       "Zambia                              2.63430  \\n",\n+       "Romania                             1.93129  \\n",\n+       "Serbia                              2.02500  \\n",\n+       "Latvia                              1.62215  \\n",\n+       "Somaliland region                   2.11032  \\n",\n+       "Macedonia                           1.73933  \\n",\n+       "Mozambique                          3.05137  \\n",\n+       "Albania                             1.89894  \\n",\n+       "Bosnia and Herzegovina              2.06367  \\n",\n+       "Lesotho                             2.79832  \\n",\n+       "Swaziland                           2.48676  \\n",\n+       "Hungary                             1.24074  \\n",\n+       "Tajikistan                          2.11399  \\n",\n+       "Ukraine                             1.57140  \\n",\n+       "South Africa                        1.71956  \\n",\n+       "Ghana                               2.30919  \\n",\n+       "Zimbabwe                            2.44191  \\n",\n+       "Liberia                             2.77729  \\n",\n+       "Sudan                               2.20857  \\n",\n+       "Congo (Kinshasa)                    2.86712  \\n",\n+       "Ethiopia                            2.44876  \\n",\n+       "Sierra Leone                        2.51009  \\n",\n+       "Mauritania                          2.11773  \\n",\n+       "Kenya                               1.78555  \\n",\n+       "Djibouti                            2.05125  \\n",\n+       "Armenia                             1.75873  \\n",\n+       "Botswana                            1.46181  \\n",\n+       "Georgia                             1.59541  \\n",\n+       "Malawi                              2.80791  \\n",\n+       "Cameroon                            1.95071  \\n",\n+       "Bulgaria                            0.89991  \\n",\n+       "Angola                              1.94939  \\n",\n+       "Mali                                1.79293  \\n",\n+       "Congo (Brazzaville)                 1.68135  \\n",\n+       "Comoros                             1.95812  \\n",\n+       "Uganda                              1.42766  \\n",\n+       "Senegal                             1.44395  \\n",\n+       "Gabon                               0.99895  \\n",\n+       "Niger                               1.87877  \\n",\n+       "Tanzania                            1.38079  \\n",\n+       "Madagascar                          1.85100  \\n",\n+       "Central African Republic            2.72230  \\n",\n+       "Chad                                1.94296  \\n",\n+       "Guinea                              1.99172  \\n",\n+       "Ivory Coast                         1.41723  \\n",\n+       "Burkina Faso                        1.46494  \\n",\n+       "Rwanda                              0.67042  \\n",\n+       "Benin                               1.63328  \\n",\n+       "Burundi                             1.83302  \\n",\n+       "Togo                                1.56726  "\n+      ]\n+     },\n+     "execution_count": 19,\n+     "metadata": {},\n+     "output_type": "execute_result"\n+    }\n+   ],\n+   "source": [\n+    "df[(df[\'Region\'] == \'Central and Eastern Europe\') | (df[\'Region\'] == \'Sub-Saharan Africa\')]"\n+   ]\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": 20,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [\n+    {\n+     "data": {\n+      "application/vnd.dataresource+json": {\n+       "data": [\n+        {\n+         "Country": "Switzerland",\n+         "Dystopia Residual": 2.51738,\n+         "Economy (GDP per Capita)": 1.39651,\n+         "Family": 1.34951,\n+         "Freedom": 0.66557,\n+         "Generosity": 0.29678,\n+         "Happiness Rank": 1,\n+         "Happiness Score": 7.587,\n+         "Health (Life Expectancy)": 0.94143,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03411,\n+         "Trust (Government Corruption)": 0.41978\n+        },\n+        {\n+         "Country": "Iceland",\n+         "Dystopia Residual": 2.70201,\n+         "Economy (GDP per Capita)": 1.30232,\n+         "Family": 1.40223,\n+         "Freedom": 0.62877,\n+         "Generosity": 0.4363,\n+         "Happiness Rank": 2,\n+         "Happiness Score": 7.561,\n+         "Health (Life Expectancy)": 0.94784,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04884,\n+         "Trust (Government Corruption)": 0.14145\n+        },\n+        {\n+         "Country": "Denmark",\n+         "Dystopia Residual": 2.49204,\n+         "Economy (GDP per Capita)": 1.32548,\n+         "Family": 1.36058,\n+         "Freedom": 0.64938,\n+         "Generosity": 0.34139,\n+         "Happiness Rank": 3,\n+         "Happiness Score": 7.527,\n+         "Health (Life Expectancy)": 0.87464,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03328,\n+         "Trust (Government Corruption)": 0.48357\n+        },\n+        {\n+         "Country": "Norway",\n+         "Dystopia Residual": 2.46531,\n+         "Economy (GDP per Capita)": 1.459,\n+         "Family": 1.33095,\n+         "Freedom": 0.66973,\n+         "Generosity": 0.34699,\n+         "Happiness Rank": 4,\n+         "Happiness Score": 7.522,\n+         "Health (Life Expectancy)": 0.88521,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0388,\n+         "Trust (Government Corruption)": 0.36503\n+        },\n+        {\n+         "Country": "Canada",\n+         "Dystopia Residual": 2.45176,\n+         "Economy (GDP per Capita)": 1.32629,\n+         "Family": 1.32261,\n+         "Freedom": 0.63297,\n+         "Generosity": 0.45811,\n+         "Happiness Rank": 5,\n+         "Happiness Score": 7.427,\n+         "Health (Life Expectancy)": 0.90563,\n+         "Region": "North America",\n+         "Standard Error": 0.03553,\n+         "Trust (Government Corruption)": 0.32957\n+        },\n+        {\n+         "Country": "Finland",\n+         "Dystopia Residual": 2.61955,\n+         "Economy (GDP per Capita)": 1.29025,\n+         "Family": 1.31826,\n+         "Freedom": 0.64169,\n+         "Generosity": 0.23351,\n+         "Happiness Rank": 6,\n+         "Happiness Score": 7.406,\n+         "Health (Life Expectancy)": 0.88911,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0314,\n+         "Trust (Government Corruption)": 0.41372\n+        },\n+        {\n+         "Country": "Netherlands",\n+         "Dystopia Residual": 2.4657,\n+         "Economy (GDP per Capita)": 1.32944,\n+         "Family": 1.28017,\n+         "Freedom": 0.61576,\n+         "Generosity": 0.4761,\n+         "Happiness Rank": 7,\n+         "Happiness Score": 7.378,\n+         "Health (Life Expectancy)": 0.89284,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.02799,\n+         "Trust (Government Corruption)": 0.31814\n+        },\n+        {\n+         "Country": "Sweden",\n+         "Dystopia Residual": 2.37119,\n+         "Economy (GDP per Capita)": 1.33171,\n+         "Family": 1.28907,\n+         "Freedom": 0.6598,\n+         "Generosity": 0.36262,\n+         "Happiness Rank": 8,\n+         "Happiness Score": 7.364,\n+         "Health (Life Expectancy)": 0.91087,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03157,\n+         "Trust (Government Corruption)": 0.43844\n+        },\n+        {\n+         "Country": "New Zealand",\n+         "Dystopia Residual": 2.26425,\n+         "Economy (GDP per Capita)": 1.25018,\n+         "Family": 1.31967,\n+         "Freedom": 0.63938,\n+         "Generosity": 0.47501,\n+         "Happiness Rank": 9,\n+         "Happiness Score": 7.286,\n+         "Health (Life Expectancy)": 0.90837,\n+         "Region": "Australia and New Zealand",\n+         "Standard Error": 0.03371,\n+         "Trust (Government Corruption)": 0.42922\n+        },\n+        {\n+         "Country": "Australia",\n+         "Dystopia Residual": 2.26646,\n+         "Economy (GDP per Capita)": 1.33358,\n+         "Family": 1.30923,\n+         "Freedom": 0.65124,\n+         "Generosity": 0.43562,\n+         "Happiness Rank": 10,\n+         "Happiness Score": 7.284,\n+         "Health (Life Expectancy)": 0.93156,\n+         "Region": "Australia and New Zealand",\n+         "Standard Error": 0.04083,\n+         "Trust (Government Corruption)": 0.35637\n+        },\n+        {\n+         "Country": "Israel",\n+         "Dystopia Residual": 3.08854,\n+         "Economy (GDP per Capita)": 1.22857,\n+         "Family": 1.22393,\n+         "Freedom": 0.41319,\n+         "Generosity": 0.33172,\n+         "Happiness Rank": 11,\n+         "Happiness Score": 7.278,\n+         "Health (Life Expectancy)": 0.91387,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0347,\n+         "Trust (Government Corruption)": 0.07785\n+        },\n         {\n          "Country": "Costa Rica",\n          "Dystopia Residual": 3.17728,\n@@ -77,8 +2741,21 @@\n          "Health (Life Expectancy)": 0.86027,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04454,\n-         "Trust (Government Corruption)": 0.10583,\n-         "index": 11\n+         "Trust (Government Corruption)": 0.10583\n+        },\n+        {\n+         "Country": "Austria",\n+         "Dystopia Residual": 2.5332,\n+         "Economy (GDP per Capita)": 1.33723,\n+         "Family": 1.29704,\n+         "Freedom": 0.62433,\n+         "Generosity": 0.33088,\n+         "Happiness Rank": 13,\n+         "Happiness Score": 7.2,\n+         "Health (Life Expectancy)": 0.89042,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03751,\n+         "Trust (Government Corruption)": 0.18676\n         },\n         {\n          "Country": "Mexico",\n@@ -92,8 +2769,21 @@\n          "Health (Life Expectancy)": 0.81444,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04176,\n-         "Trust (Government Corruption)": 0.21312,\n-         "index": 13\n+         "Trust (Government Corruption)": 0.21312\n+        },\n+        {\n+         "Country": "United States",\n+         "Dystopia Residual": 2.51011,\n+         "Economy (GDP per Capita)": 1.39451,\n+         "Family": 1.24711,\n+         "Freedom": 0.54604,\n+         "Generosity": 0.40105,\n+         "Happiness Rank": 15,\n+         "Happiness Score": 7.119,\n+         "Health (Life Expectancy)": 0.86179,\n+         "Region": "North America",\n+         "Standard Error": 0.03839,\n+         "Trust (Government Corruption)": 0.1589\n         },\n         {\n          "Country": "Brazil",\n@@ -107,8 +2797,91 @@\n          "Health (Life Expectancy)": 0.69702,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04076,\n-         "Trust (Government Corruption)": 0.17521,\n-         "index": 15\n+         "Trust (Government Corruption)": 0.17521\n+        },\n+        {\n+         "Country": "Luxembourg",\n+         "Dystopia Residual": 1.96961,\n+         "Economy (GDP per Capita)": 1.56391,\n+         "Family": 1.21963,\n+         "Freedom": 0.61583,\n+         "Generosity": 0.28034,\n+         "Happiness Rank": 17,\n+         "Happiness Score": 6.946,\n+         "Health (Life Expectancy)": 0.91894,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03499,\n+         "Trust (Government Corruption)": 0.37798\n+        },\n+        {\n+         "Country": "Ireland",\n+         "Dystopia Residual": 1.9757,\n+         "Economy (GDP per Capita)": 1.33596,\n+         "Family": 1.36948,\n+         "Freedom": 0.61777,\n+         "Generosity": 0.45901,\n+         "Happiness Rank": 18,\n+         "Happiness Score": 6.94,\n+         "Health (Life Expectancy)": 0.89533,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03676,\n+         "Trust (Government Corruption)": 0.28703\n+        },\n+        {\n+         "Country": "Belgium",\n+         "Dystopia Residual": 2.41484,\n+         "Economy (GDP per Capita)": 1.30782,\n+         "Family": 1.28566,\n+         "Freedom": 0.5845,\n+         "Generosity": 0.2225,\n+         "Happiness Rank": 19,\n+         "Happiness Score": 6.937,\n+         "Health (Life Expectancy)": 0.89667,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03595,\n+         "Trust (Government Corruption)": 0.2254\n+        },\n+        {\n+         "Country": "United Arab Emirates",\n+         "Dystopia Residual": 2.24743,\n+         "Economy (GDP per Capita)": 1.42727,\n+         "Family": 1.12575,\n+         "Freedom": 0.64157,\n+         "Generosity": 0.26428,\n+         "Happiness Rank": 20,\n+         "Happiness Score": 6.901,\n+         "Health (Life Expectancy)": 0.80925,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03729,\n+         "Trust (Government Corruption)": 0.38583\n+        },\n+        {\n+         "Country": "United Kingdom",\n+         "Dystopia Residual": 1.96994,\n+         "Economy (GDP per Capita)": 1.26637,\n+         "Family": 1.28548,\n+         "Freedom": 0.59625,\n+         "Generosity": 0.51912,\n+         "Happiness Rank": 21,\n+         "Happiness Score": 6.867,\n+         "Health (Life Expectancy)": 0.90943,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.01866,\n+         "Trust (Government Corruption)": 0.32067\n+        },\n+        {\n+         "Country": "Oman",\n+         "Dystopia Residual": 2.47489,\n+         "Economy (GDP per Capita)": 1.36011,\n+         "Family": 1.08182,\n+         "Freedom": 0.63274,\n+         "Generosity": 0.21542,\n+         "Happiness Rank": 22,\n+         "Happiness Score": 6.853,\n+         "Health (Life Expectancy)": 0.76276,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05335,\n+         "Trust (Government Corruption)": 0.32524\n         },\n         {\n          "Country": "Venezuela",\n@@ -122,8 +2895,21 @@\n          "Health (Life Expectancy)": 0.72052,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.06476,\n-         "Trust (Government Corruption)": 0.11069,\n-         "index": 22\n+         "Trust (Government Corruption)": 0.11069\n+        },\n+        {\n+         "Country": "Singapore",\n+         "Dystopia Residual": 1.88501,\n+         "Economy (GDP per Capita)": 1.52186,\n+         "Family": 1.02,\n+         "Freedom": 0.54252,\n+         "Generosity": 0.31105,\n+         "Happiness Rank": 24,\n+         "Happiness Score": 6.798,\n+         "Health (Life Expectancy)": 1.02525,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.4921\n         },\n         {\n          "Country": "Panama",\n@@ -137,8 +2923,21 @@\n          "Health (Life Expectancy)": 0.79661,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.0491,\n-         "Trust (Government Corruption)": 0.0927,\n-         "index": 24\n+         "Trust (Government Corruption)": 0.0927\n+        },\n+        {\n+         "Country": "Germany",\n+         "Dystopia Residual": 2.11569,\n+         "Economy (GDP per Capita)": 1.32792,\n+         "Family": 1.29937,\n+         "Freedom": 0.61477,\n+         "Generosity": 0.28214,\n+         "Happiness Rank": 26,\n+         "Happiness Score": 6.75,\n+         "Health (Life Expectancy)": 0.89186,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.01848,\n+         "Trust (Government Corruption)": 0.21843\n         },\n         {\n          "Country": "Chile",\n@@ -152,8 +2951,35 @@\n          "Health (Life Expectancy)": 0.85857,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.058,\n-         "Trust (Government Corruption)": 0.12869,\n-         "index": 26\n+         "Trust (Government Corruption)": 0.12869\n+        },\n+        {\n+         "Country": "Qatar",\n+         "Dystopia Residual": 1.55674,\n+         "Economy (GDP per Capita)": 1.69042,\n+         "Family": 1.0786,\n+         "Freedom": 0.6404,\n+         "Generosity": 0.32573,\n+         "Happiness Rank": 28,\n+         "Happiness Score": 6.611,\n+         "Health (Life Expectancy)": 0.79733,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.06257,\n+         "Trust (Government Corruption)": 0.52208\n+        },\n+        {\n+         "Country": "France",\n+         "Dystopia Residual": 2.21126,\n+         "Economy (GDP per Capita)": 1.27778,\n+         "Family": 1.26038,\n+         "Freedom": 0.55011,\n+         "Generosity": 0.12332,\n+         "Happiness Rank": 29,\n+         "Happiness Score": 6.575,\n+         "Health (Life Expectancy)": 0.94579,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03512,\n+         "Trust (Government Corruption)": 0.20646\n         },\n         {\n          "Country": "Argentina",\n@@ -167,8 +2993,21 @@\n          "Health (Life Expectancy)": 0.78723,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04612,\n-         "Trust (Government Corruption)": 0.08484,\n-         "index": 29\n+         "Trust (Government Corruption)": 0.08484\n+        },\n+        {\n+         "Country": "Czech Republic",\n+         "Dystopia Residual": 2.67782,\n+         "Economy (GDP per Capita)": 1.17898,\n+         "Family": 1.20643,\n+         "Freedom": 0.46364,\n+         "Generosity": 0.10686,\n+         "Happiness Rank": 31,\n+         "Happiness Score": 6.505,\n+         "Health (Life Expectancy)": 0.84483,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04168,\n+         "Trust (Government Corruption)": 0.02652\n         },\n         {\n          "Country": "Uruguay",\n@@ -182,8 +3021,7 @@\n          "Health (Life Expectancy)": 0.8116,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04539,\n-         "Trust (Government Corruption)": 0.24558,\n-         "index": 31\n+         "Trust (Government Corruption)": 0.24558\n         },\n         {\n          "Country": "Colombia",\n@@ -197,8 +3035,91 @@\n          "Health (Life Expectancy)": 0.69077,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05051,\n-         "Trust (Government Corruption)": 0.0512,\n-         "index": 32\n+         "Trust (Government Corruption)": 0.0512\n+        },\n+        {\n+         "Country": "Thailand",\n+         "Dystopia Residual": 2.31945,\n+         "Economy (GDP per Capita)": 0.9669,\n+         "Family": 1.26504,\n+         "Freedom": 0.55664,\n+         "Generosity": 0.5763,\n+         "Happiness Rank": 34,\n+         "Happiness Score": 6.455,\n+         "Health (Life Expectancy)": 0.7385,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.03557,\n+         "Trust (Government Corruption)": 0.03187\n+        },\n+        {\n+         "Country": "Saudi Arabia",\n+         "Dystopia Residual": 2.43872,\n+         "Economy (GDP per Capita)": 1.39541,\n+         "Family": 1.08393,\n+         "Freedom": 0.31048,\n+         "Generosity": 0.13706,\n+         "Happiness Rank": 35,\n+         "Happiness Score": 6.411,\n+         "Health (Life Expectancy)": 0.72025,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04633,\n+         "Trust (Government Corruption)": 0.32524\n+        },\n+        {\n+         "Country": "Spain",\n+         "Dystopia Residual": 2.12367,\n+         "Economy (GDP per Capita)": 1.23011,\n+         "Family": 1.31379,\n+         "Freedom": 0.45951,\n+         "Generosity": 0.18227,\n+         "Happiness Rank": 36,\n+         "Happiness Score": 6.329,\n+         "Health (Life Expectancy)": 0.95562,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03468,\n+         "Trust (Government Corruption)": 0.06398\n+        },\n+        {\n+         "Country": "Malta",\n+         "Dystopia Residual": 1.6488,\n+         "Economy (GDP per Capita)": 1.2074,\n+         "Family": 1.30203,\n+         "Freedom": 0.60365,\n+         "Generosity": 0.51752,\n+         "Happiness Rank": 37,\n+         "Happiness Score": 6.302,\n+         "Health (Life Expectancy)": 0.88721,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04206,\n+         "Trust (Government Corruption)": 0.13586\n+        },\n+        {\n+         "Country": "Taiwan",\n+         "Dystopia Residual": 2.32323,\n+         "Economy (GDP per Capita)": 1.29098,\n+         "Family": 1.07617,\n+         "Freedom": 0.3974,\n+         "Generosity": 0.25376,\n+         "Happiness Rank": 38,\n+         "Happiness Score": 6.298,\n+         "Health (Life Expectancy)": 0.8753,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03868,\n+         "Trust (Government Corruption)": 0.08129\n+        },\n+        {\n+         "Country": "Kuwait",\n+         "Dystopia Residual": 1.87634,\n+         "Economy (GDP per Capita)": 1.55422,\n+         "Family": 1.16594,\n+         "Freedom": 0.55499,\n+         "Generosity": 0.16228,\n+         "Happiness Rank": 39,\n+         "Happiness Score": 6.295,\n+         "Health (Life Expectancy)": 0.72492,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04456,\n+         "Trust (Government Corruption)": 0.25609\n         },\n         {\n          "Country": "Suriname",\n@@ -212,8 +3133,7 @@\n          "Health (Life Expectancy)": 0.6082,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.09811,\n-         "Trust (Government Corruption)": 0.13633,\n-         "index": 39\n+         "Trust (Government Corruption)": 0.13633\n         },\n         {\n          "Country": "Trinidad and Tobago",\n@@ -227,8 +3147,7 @@\n          "Health (Life Expectancy)": 0.61483,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.10895,\n-         "Trust (Government Corruption)": 0.0114,\n-         "index": 40\n+         "Trust (Government Corruption)": 0.0114\n         },\n         {\n          "Country": "El Salvador",\n@@ -242,8 +3161,7 @@\n          "Health (Life Expectancy)": 0.67737,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05618,\n-         "Trust (Government Corruption)": 0.11776,\n-         "index": 41\n+         "Trust (Government Corruption)": 0.11776\n         },\n         {\n          "Country": "Guatemala",\n@@ -257,8 +3175,63 @@\n          "Health (Life Expectancy)": 0.64425,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05224,\n-         "Trust (Government Corruption)": 0.09472,\n-         "index": 42\n+         "Trust (Government Corruption)": 0.09472\n+        },\n+        {\n+         "Country": "Uzbekistan",\n+         "Dystopia Residual": 2.23741,\n+         "Economy (GDP per Capita)": 0.63244,\n+         "Family": 1.34043,\n+         "Freedom": 0.65821,\n+         "Generosity": 0.22837,\n+         "Happiness Rank": 44,\n+         "Happiness Score": 6.003,\n+         "Health (Life Expectancy)": 0.59772,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04361,\n+         "Trust (Government Corruption)": 0.30826\n+        },\n+        {\n+         "Country": "Slovakia",\n+         "Dystopia Residual": 2.24639,\n+         "Economy (GDP per Capita)": 1.16891,\n+         "Family": 1.26999,\n+         "Freedom": 0.31751,\n+         "Generosity": 0.16893,\n+         "Happiness Rank": 45,\n+         "Happiness Score": 5.995,\n+         "Health (Life Expectancy)": 0.78902,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04267,\n+         "Trust (Government Corruption)": 0.03431\n+        },\n+        {\n+         "Country": "Japan",\n+         "Dystopia Residual": 1.68435,\n+         "Economy (GDP per Capita)": 1.27074,\n+         "Family": 1.25712,\n+         "Freedom": 0.49615,\n+         "Generosity": 0.10705,\n+         "Happiness Rank": 46,\n+         "Happiness Score": 5.987,\n+         "Health (Life Expectancy)": 0.99111,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03581,\n+         "Trust (Government Corruption)": 0.1806\n+        },\n+        {\n+         "Country": "South Korea",\n+         "Dystopia Residual": 2.21978,\n+         "Economy (GDP per Capita)": 1.24461,\n+         "Family": 0.95774,\n+         "Freedom": 0.33208,\n+         "Generosity": 0.18557,\n+         "Happiness Rank": 47,\n+         "Happiness Score": 5.984,\n+         "Health (Life Expectancy)": 0.96538,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.04098,\n+         "Trust (Government Corruption)": 0.07857\n         },\n         {\n          "Country": "Ecuador",\n@@ -272,8 +3245,35 @@\n          "Health (Life Expectancy)": 0.79075,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04528,\n-         "Trust (Government Corruption)": 0.1809,\n-         "index": 47\n+         "Trust (Government Corruption)": 0.1809\n+        },\n+        {\n+         "Country": "Bahrain",\n+         "Dystopia Residual": 1.73797,\n+         "Economy (GDP per Capita)": 1.32376,\n+         "Family": 1.21624,\n+         "Freedom": 0.45492,\n+         "Generosity": 0.17362,\n+         "Happiness Rank": 49,\n+         "Happiness Score": 5.96,\n+         "Health (Life Expectancy)": 0.74716,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05412,\n+         "Trust (Government Corruption)": 0.306\n+        },\n+        {\n+         "Country": "Italy",\n+         "Dystopia Residual": 2.02518,\n+         "Economy (GDP per Capita)": 1.25114,\n+         "Family": 1.19777,\n+         "Freedom": 0.26236,\n+         "Generosity": 0.22823,\n+         "Happiness Rank": 50,\n+         "Happiness Score": 5.948,\n+         "Health (Life Expectancy)": 0.95446,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03914,\n+         "Trust (Government Corruption)": 0.02901\n         },\n         {\n          "Country": "Bolivia",\n@@ -287,8 +3287,21 @@\n          "Health (Life Expectancy)": 0.5392,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05642,\n-         "Trust (Government Corruption)": 0.088,\n-         "index": 50\n+         "Trust (Government Corruption)": 0.088\n+        },\n+        {\n+         "Country": "Moldova",\n+         "Dystopia Residual": 3.10712,\n+         "Economy (GDP per Capita)": 0.59448,\n+         "Family": 1.01528,\n+         "Freedom": 0.32818,\n+         "Generosity": 0.20951,\n+         "Happiness Rank": 52,\n+         "Happiness Score": 5.889,\n+         "Health (Life Expectancy)": 0.61826,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03799,\n+         "Trust (Government Corruption)": 0.01615\n         },\n         {\n          "Country": "Paraguay",\n@@ -302,8 +3315,49 @@\n          "Health (Life Expectancy)": 0.66098,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04563,\n-         "Trust (Government Corruption)": 0.08242,\n-         "index": 52\n+         "Trust (Government Corruption)": 0.08242\n+        },\n+        {\n+         "Country": "Kazakhstan",\n+         "Dystopia Residual": 2.24729,\n+         "Economy (GDP per Capita)": 1.12254,\n+         "Family": 1.12241,\n+         "Freedom": 0.51649,\n+         "Generosity": 0.11827,\n+         "Happiness Rank": 54,\n+         "Happiness Score": 5.855,\n+         "Health (Life Expectancy)": 0.64368,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04114,\n+         "Trust (Government Corruption)": 0.08454\n+        },\n+        {\n+         "Country": "Slovenia",\n+         "Dystopia Residual": 1.61583,\n+         "Economy (GDP per Capita)": 1.18498,\n+         "Family": 1.27385,\n+         "Freedom": 0.60855,\n+         "Generosity": 0.25328,\n+         "Happiness Rank": 55,\n+         "Happiness Score": 5.848,\n+         "Health (Life Expectancy)": 0.87337,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04251,\n+         "Trust (Government Corruption)": 0.03787\n+        },\n+        {\n+         "Country": "Lithuania",\n+         "Dystopia Residual": 2.44649,\n+         "Economy (GDP per Capita)": 1.14723,\n+         "Family": 1.25745,\n+         "Freedom": 0.21342,\n+         "Generosity": 0.02641,\n+         "Happiness Rank": 56,\n+         "Happiness Score": 5.833,\n+         "Health (Life Expectancy)": 0.73128,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03843,\n+         "Trust (Government Corruption)": 0.01031\n         },\n         {\n          "Country": "Nicaragua",\n@@ -317,8 +3371,7 @@\n          "Health (Life Expectancy)": 0.74314,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05371,\n-         "Trust (Government Corruption)": 0.19317,\n-         "index": 56\n+         "Trust (Government Corruption)": 0.19317\n         },\n         {\n          "Country": "Peru",\n@@ -332,8 +3385,91 @@\n          "Health (Life Expectancy)": 0.73017,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04615,\n-         "Trust (Government Corruption)": 0.05989,\n-         "index": 57\n+         "Trust (Government Corruption)": 0.05989\n+        },\n+        {\n+         "Country": "Belarus",\n+         "Dystopia Residual": 2.1309,\n+         "Economy (GDP per Capita)": 1.03192,\n+         "Family": 1.23289,\n+         "Freedom": 0.37938,\n+         "Generosity": 0.11046,\n+         "Happiness Rank": 59,\n+         "Happiness Score": 5.813,\n+         "Health (Life Expectancy)": 0.73608,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03938,\n+         "Trust (Government Corruption)": 0.1909\n+        },\n+        {\n+         "Country": "Poland",\n+         "Dystopia Residual": 1.86565,\n+         "Economy (GDP per Capita)": 1.12555,\n+         "Family": 1.27948,\n+         "Freedom": 0.53122,\n+         "Generosity": 0.16759,\n+         "Happiness Rank": 60,\n+         "Happiness Score": 5.791,\n+         "Health (Life Expectancy)": 0.77903,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04263,\n+         "Trust (Government Corruption)": 0.04212\n+        },\n+        {\n+         "Country": "Malaysia",\n+         "Dystopia Residual": 1.88541,\n+         "Economy (GDP per Capita)": 1.12486,\n+         "Family": 1.07023,\n+         "Freedom": 0.53024,\n+         "Generosity": 0.33075,\n+         "Happiness Rank": 61,\n+         "Happiness Score": 5.77,\n+         "Health (Life Expectancy)": 0.72394,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.0433,\n+         "Trust (Government Corruption)": 0.10501\n+        },\n+        {\n+         "Country": "Croatia",\n+         "Dystopia Residual": 2.75414,\n+         "Economy (GDP per Capita)": 1.08254,\n+         "Family": 0.79624,\n+         "Freedom": 0.25883,\n+         "Generosity": 0.05444,\n+         "Happiness Rank": 62,\n+         "Happiness Score": 5.759,\n+         "Health (Life Expectancy)": 0.78805,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.0243\n+        },\n+        {\n+         "Country": "Libya",\n+         "Dystopia Residual": 2.09066,\n+         "Economy (GDP per Capita)": 1.13145,\n+         "Family": 1.11862,\n+         "Freedom": 0.41668,\n+         "Generosity": 0.18295,\n+         "Happiness Rank": 63,\n+         "Happiness Score": 5.754,\n+         "Health (Life Expectancy)": 0.7038,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.07832,\n+         "Trust (Government Corruption)": 0.11023\n+        },\n+        {\n+         "Country": "Russia",\n+         "Dystopia Residual": 2.27394,\n+         "Economy (GDP per Capita)": 1.13764,\n+         "Family": 1.23617,\n+         "Freedom": 0.36679,\n+         "Generosity": 0.00199,\n+         "Happiness Rank": 64,\n+         "Happiness Score": 5.716,\n+         "Health (Life Expectancy)": 0.66926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03135,\n+         "Trust (Government Corruption)": 0.03005\n         },\n         {\n          "Country": "Jamaica",\n@@ -347,8 +3483,455 @@\n          "Health (Life Expectancy)": 0.68741,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.13693,\n-         "Trust (Government Corruption)": 0.02299,\n-         "index": 64\n+         "Trust (Government Corruption)": 0.02299\n+        },\n+        {\n+         "Country": "North Cyprus",\n+         "Dystopia Residual": 1.59888,\n+         "Economy (GDP per Capita)": 1.20806,\n+         "Family": 1.07008,\n+         "Freedom": 0.49027,\n+         "Generosity": 0.26169,\n+         "Happiness Rank": 66,\n+         "Happiness Score": 5.695,\n+         "Health (Life Expectancy)": 0.92356,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.05635,\n+         "Trust (Government Corruption)": 0.1428\n+        },\n+        {\n+         "Country": "Cyprus",\n+         "Dystopia Residual": 1.88931,\n+         "Economy (GDP per Capita)": 1.20813,\n+         "Family": 0.89318,\n+         "Freedom": 0.40672,\n+         "Generosity": 0.30638,\n+         "Happiness Rank": 67,\n+         "Happiness Score": 5.689,\n+         "Health (Life Expectancy)": 0.92356,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0558,\n+         "Trust (Government Corruption)": 0.06146\n+        },\n+        {\n+         "Country": "Algeria",\n+         "Dystopia Residual": 2.43209,\n+         "Economy (GDP per Capita)": 0.93929,\n+         "Family": 1.07772,\n+         "Freedom": 0.28579,\n+         "Generosity": 0.07822,\n+         "Happiness Rank": 68,\n+         "Happiness Score": 5.605,\n+         "Health (Life Expectancy)": 0.61766,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05099,\n+         "Trust (Government Corruption)": 0.17383\n+        },\n+        {\n+         "Country": "Kosovo",\n+         "Dystopia Residual": 2.76579,\n+         "Economy (GDP per Capita)": 0.80148,\n+         "Family": 0.81198,\n+         "Freedom": 0.24749,\n+         "Generosity": 0.2831,\n+         "Happiness Rank": 69,\n+         "Happiness Score": 5.589,\n+         "Health (Life Expectancy)": 0.63132,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05018,\n+         "Trust (Government Corruption)": 0.04741\n+        },\n+        {\n+         "Country": "Turkmenistan",\n+         "Dystopia Residual": 1.86984,\n+         "Economy (GDP per Capita)": 0.95847,\n+         "Family": 1.22668,\n+         "Freedom": 0.4761,\n+         "Generosity": 0.16979,\n+         "Happiness Rank": 70,\n+         "Happiness Score": 5.548,\n+         "Health (Life Expectancy)": 0.53886,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04175,\n+         "Trust (Government Corruption)": 0.30844\n+        },\n+        {\n+         "Country": "Mauritius",\n+         "Dystopia Residual": 1.76145,\n+         "Economy (GDP per Capita)": 1.00761,\n+         "Family": 0.98521,\n+         "Freedom": 0.56066,\n+         "Generosity": 0.37744,\n+         "Happiness Rank": 71,\n+         "Happiness Score": 5.477,\n+         "Health (Life Expectancy)": 0.7095,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07197,\n+         "Trust (Government Corruption)": 0.07521\n+        },\n+        {\n+         "Country": "Hong Kong",\n+         "Dystopia Residual": 0.65429,\n+         "Economy (GDP per Capita)": 1.38604,\n+         "Family": 1.05818,\n+         "Freedom": 0.59608,\n+         "Generosity": 0.39478,\n+         "Happiness Rank": 72,\n+         "Happiness Score": 5.474,\n+         "Health (Life Expectancy)": 1.01328,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.05051,\n+         "Trust (Government Corruption)": 0.37124\n+        },\n+        {\n+         "Country": "Estonia",\n+         "Dystopia Residual": 1.58782,\n+         "Economy (GDP per Capita)": 1.15174,\n+         "Family": 1.22791,\n+         "Freedom": 0.44888,\n+         "Generosity": 0.0868,\n+         "Happiness Rank": 73,\n+         "Happiness Score": 5.429,\n+         "Health (Life Expectancy)": 0.77361,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04013,\n+         "Trust (Government Corruption)": 0.15184\n+        },\n+        {\n+         "Country": "Indonesia",\n+         "Dystopia Residual": 1.86399,\n+         "Economy (GDP per Capita)": 0.82827,\n+         "Family": 1.08708,\n+         "Freedom": 0.46611,\n+         "Generosity": 0.51535,\n+         "Happiness Rank": 74,\n+         "Happiness Score": 5.399,\n+         "Health (Life Expectancy)": 0.63793,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.02596,\n+         "Trust (Government Corruption)": 0\n+        },\n+        {\n+         "Country": "Vietnam",\n+         "Dystopia Residual": 2.20173,\n+         "Economy (GDP per Capita)": 0.63216,\n+         "Family": 0.91226,\n+         "Freedom": 0.59444,\n+         "Generosity": 0.1686,\n+         "Happiness Rank": 75,\n+         "Happiness Score": 5.36,\n+         "Health (Life Expectancy)": 0.74676,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.03107,\n+         "Trust (Government Corruption)": 0.10441\n+        },\n+        {\n+         "Country": "Turkey",\n+         "Dystopia Residual": 2.08528,\n+         "Economy (GDP per Capita)": 1.06098,\n+         "Family": 0.94632,\n+         "Freedom": 0.22815,\n+         "Generosity": 0.12253,\n+         "Happiness Rank": 76,\n+         "Happiness Score": 5.332,\n+         "Health (Life Expectancy)": 0.73172,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03864,\n+         "Trust (Government Corruption)": 0.15746\n+        },\n+        {\n+         "Country": "Kyrgyzstan",\n+         "Dystopia Residual": 2.2327,\n+         "Economy (GDP per Capita)": 0.47428,\n+         "Family": 1.15115,\n+         "Freedom": 0.43477,\n+         "Generosity": 0.3003,\n+         "Happiness Rank": 77,\n+         "Happiness Score": 5.286,\n+         "Health (Life Expectancy)": 0.65088,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03823,\n+         "Trust (Government Corruption)": 0.04232\n+        },\n+        {\n+         "Country": "Nigeria",\n+         "Dystopia Residual": 2.89319,\n+         "Economy (GDP per Capita)": 0.65435,\n+         "Family": 0.90432,\n+         "Freedom": 0.34334,\n+         "Generosity": 0.27233,\n+         "Happiness Rank": 78,\n+         "Happiness Score": 5.268,\n+         "Health (Life Expectancy)": 0.16007,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04192,\n+         "Trust (Government Corruption)": 0.0403\n+        },\n+        {\n+         "Country": "Bhutan",\n+         "Dystopia Residual": 1.63794,\n+         "Economy (GDP per Capita)": 0.77042,\n+         "Family": 1.10395,\n+         "Freedom": 0.53206,\n+         "Generosity": 0.47998,\n+         "Happiness Rank": 79,\n+         "Happiness Score": 5.253,\n+         "Health (Life Expectancy)": 0.57407,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03225,\n+         "Trust (Government Corruption)": 0.15445\n+        },\n+        {\n+         "Country": "Azerbaijan",\n+         "Dystopia Residual": 2.00073,\n+         "Economy (GDP per Capita)": 1.02389,\n+         "Family": 0.93793,\n+         "Freedom": 0.3703,\n+         "Generosity": 0.07799,\n+         "Happiness Rank": 80,\n+         "Happiness Score": 5.212,\n+         "Health (Life Expectancy)": 0.64045,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03363,\n+         "Trust (Government Corruption)": 0.16065\n+        },\n+        {\n+         "Country": "Pakistan",\n+         "Dystopia Residual": 3.10709,\n+         "Economy (GDP per Capita)": 0.59543,\n+         "Family": 0.41411,\n+         "Freedom": 0.12102,\n+         "Generosity": 0.33671,\n+         "Happiness Rank": 81,\n+         "Happiness Score": 5.194,\n+         "Health (Life Expectancy)": 0.51466,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03726,\n+         "Trust (Government Corruption)": 0.10464\n+        },\n+        {\n+         "Country": "Jordan",\n+         "Dystopia Residual": 1.87996,\n+         "Economy (GDP per Capita)": 0.90198,\n+         "Family": 1.05392,\n+         "Freedom": 0.40661,\n+         "Generosity": 0.11053,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.69639,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04524,\n+         "Trust (Government Corruption)": 0.14293\n+        },\n+        {\n+         "Country": "Montenegro",\n+         "Dystopia Residual": 2.10017,\n+         "Economy (GDP per Capita)": 0.97438,\n+         "Family": 0.90557,\n+         "Freedom": 0.1826,\n+         "Generosity": 0.1614,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.72521,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05235,\n+         "Trust (Government Corruption)": 0.14296\n+        },\n+        {\n+         "Country": "China",\n+         "Dystopia Residual": 1.8604,\n+         "Economy (GDP per Capita)": 0.89012,\n+         "Family": 0.94675,\n+         "Freedom": 0.51697,\n+         "Generosity": 0.08185,\n+         "Happiness Rank": 84,\n+         "Happiness Score": 5.14,\n+         "Health (Life Expectancy)": 0.81658,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.02424,\n+         "Trust (Government Corruption)": 0.02781\n+        },\n+        {\n+         "Country": "Zambia",\n+         "Dystopia Residual": 2.6343,\n+         "Economy (GDP per Capita)": 0.47038,\n+         "Family": 0.91612,\n+         "Freedom": 0.48827,\n+         "Generosity": 0.19591,\n+         "Happiness Rank": 85,\n+         "Happiness Score": 5.129,\n+         "Health (Life Expectancy)": 0.29924,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06988,\n+         "Trust (Government Corruption)": 0.12468\n+        },\n+        {\n+         "Country": "Romania",\n+         "Dystopia Residual": 1.93129,\n+         "Economy (GDP per Capita)": 1.04345,\n+         "Family": 0.88588,\n+         "Freedom": 0.35068,\n+         "Generosity": 0.13748,\n+         "Happiness Rank": 86,\n+         "Happiness Score": 5.124,\n+         "Health (Life Expectancy)": 0.7689,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06607,\n+         "Trust (Government Corruption)": 0.00649\n+        },\n+        {\n+         "Country": "Serbia",\n+         "Dystopia Residual": 2.025,\n+         "Economy (GDP per Capita)": 0.92053,\n+         "Family": 1.00964,\n+         "Freedom": 0.20107,\n+         "Generosity": 0.19231,\n+         "Happiness Rank": 87,\n+         "Happiness Score": 5.123,\n+         "Health (Life Expectancy)": 0.74836,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04864,\n+         "Trust (Government Corruption)": 0.02617\n+        },\n+        {\n+         "Country": "Portugal",\n+         "Dystopia Residual": 1.26462,\n+         "Economy (GDP per Capita)": 1.15991,\n+         "Family": 1.13935,\n+         "Freedom": 0.51469,\n+         "Generosity": 0.13719,\n+         "Happiness Rank": 88,\n+         "Happiness Score": 5.102,\n+         "Health (Life Expectancy)": 0.87519,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04802,\n+         "Trust (Government Corruption)": 0.01078\n+        },\n+        {\n+         "Country": "Latvia",\n+         "Dystopia Residual": 1.62215,\n+         "Economy (GDP per Capita)": 1.11312,\n+         "Family": 1.09562,\n+         "Freedom": 0.29671,\n+         "Generosity": 0.18226,\n+         "Happiness Rank": 89,\n+         "Happiness Score": 5.098,\n+         "Health (Life Expectancy)": 0.72437,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.0464,\n+         "Trust (Government Corruption)": 0.06332\n+        },\n+        {\n+         "Country": "Philippines",\n+         "Dystopia Residual": 1.7536,\n+         "Economy (GDP per Capita)": 0.70532,\n+         "Family": 1.03516,\n+         "Freedom": 0.62545,\n+         "Generosity": 0.24991,\n+         "Happiness Rank": 90,\n+         "Happiness Score": 5.073,\n+         "Health (Life Expectancy)": 0.58114,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12279\n+        },\n+        {\n+         "Country": "Somaliland region",\n+         "Dystopia Residual": 2.11032,\n+         "Economy (GDP per Capita)": 0.18847,\n+         "Family": 0.95152,\n+         "Freedom": 0.46582,\n+         "Generosity": 0.50318,\n+         "Happiness Rank": 91,\n+         "Happiness Score": 5.057,\n+         "Health (Life Expectancy)": 0.43873,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06161,\n+         "Trust (Government Corruption)": 0.39928\n+        },\n+        {\n+         "Country": "Morocco",\n+         "Dystopia Residual": 2.45373,\n+         "Economy (GDP per Capita)": 0.73479,\n+         "Family": 0.64095,\n+         "Freedom": 0.41691,\n+         "Generosity": 0.07172,\n+         "Happiness Rank": 92,\n+         "Happiness Score": 5.013,\n+         "Health (Life Expectancy)": 0.60954,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0342,\n+         "Trust (Government Corruption)": 0.08546\n+        },\n+        {\n+         "Country": "Macedonia",\n+         "Dystopia Residual": 1.73933,\n+         "Economy (GDP per Capita)": 0.91851,\n+         "Family": 1.00232,\n+         "Freedom": 0.33457,\n+         "Generosity": 0.22359,\n+         "Happiness Rank": 93,\n+         "Happiness Score": 5.007,\n+         "Health (Life Expectancy)": 0.73545,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05376,\n+         "Trust (Government Corruption)": 0.05327\n+        },\n+        {\n+         "Country": "Mozambique",\n+         "Dystopia Residual": 3.05137,\n+         "Economy (GDP per Capita)": 0.08308,\n+         "Family": 1.02626,\n+         "Freedom": 0.34037,\n+         "Generosity": 0.22269,\n+         "Happiness Rank": 94,\n+         "Happiness Score": 4.971,\n+         "Health (Life Expectancy)": 0.09131,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07896,\n+         "Trust (Government Corruption)": 0.15603\n+        },\n+        {\n+         "Country": "Albania",\n+         "Dystopia Residual": 1.89894,\n+         "Economy (GDP per Capita)": 0.87867,\n+         "Family": 0.80434,\n+         "Freedom": 0.35733,\n+         "Generosity": 0.14272,\n+         "Happiness Rank": 95,\n+         "Happiness Score": 4.959,\n+         "Health (Life Expectancy)": 0.81325,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05013,\n+         "Trust (Government Corruption)": 0.06413\n+        },\n+        {\n+         "Country": "Bosnia and Herzegovina",\n+         "Dystopia Residual": 2.06367,\n+         "Economy (GDP per Capita)": 0.83223,\n+         "Family": 0.91916,\n+         "Freedom": 0.09245,\n+         "Generosity": 0.24808,\n+         "Happiness Rank": 96,\n+         "Happiness Score": 4.949,\n+         "Health (Life Expectancy)": 0.79081,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06913,\n+         "Trust (Government Corruption)": 0.00227\n+        },\n+        {\n+         "Country": "Lesotho",\n+         "Dystopia Residual": 2.79832,\n+         "Economy (GDP per Capita)": 0.37545,\n+         "Family": 1.04103,\n+         "Freedom": 0.31767,\n+         "Generosity": 0.16388,\n+         "Happiness Rank": 97,\n+         "Happiness Score": 4.898,\n+         "Health (Life Expectancy)": 0.07612,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.09438,\n+         "Trust (Government Corruption)": 0.12504\n         },\n         {\n          "Country": "Dominican Republic",\n@@ -362,8 +3945,91 @@\n          "Health (Life Expectancy)": 0.66825,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.07446,\n-         "Trust (Government Corruption)": 0.14234,\n-         "index": 97\n+         "Trust (Government Corruption)": 0.14234\n+        },\n+        {\n+         "Country": "Laos",\n+         "Dystopia Residual": 1.73799,\n+         "Economy (GDP per Capita)": 0.59066,\n+         "Family": 0.73803,\n+         "Freedom": 0.59591,\n+         "Generosity": 0.42192,\n+         "Happiness Rank": 99,\n+         "Happiness Score": 4.876,\n+         "Health (Life Expectancy)": 0.54909,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.06698,\n+         "Trust (Government Corruption)": 0.24249\n+        },\n+        {\n+         "Country": "Mongolia",\n+         "Dystopia Residual": 1.34759,\n+         "Economy (GDP per Capita)": 0.82819,\n+         "Family": 1.3006,\n+         "Freedom": 0.43626,\n+         "Generosity": 0.3323,\n+         "Happiness Rank": 100,\n+         "Happiness Score": 4.874,\n+         "Health (Life Expectancy)": 0.60268,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03313,\n+         "Trust (Government Corruption)": 0.02666\n+        },\n+        {\n+         "Country": "Swaziland",\n+         "Dystopia Residual": 2.48676,\n+         "Economy (GDP per Capita)": 0.71206,\n+         "Family": 1.07284,\n+         "Freedom": 0.30658,\n+         "Generosity": 0.18259,\n+         "Happiness Rank": 101,\n+         "Happiness Score": 4.867,\n+         "Health (Life Expectancy)": 0.07566,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08742,\n+         "Trust (Government Corruption)": 0.0306\n+        },\n+        {\n+         "Country": "Greece",\n+         "Dystopia Residual": 1.80101,\n+         "Economy (GDP per Capita)": 1.15406,\n+         "Family": 0.92933,\n+         "Freedom": 0.07699,\n+         "Generosity": 0,\n+         "Happiness Rank": 102,\n+         "Happiness Score": 4.857,\n+         "Health (Life Expectancy)": 0.88213,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.05062,\n+         "Trust (Government Corruption)": 0.01397\n+        },\n+        {\n+         "Country": "Lebanon",\n+         "Dystopia Residual": 1.57059,\n+         "Economy (GDP per Capita)": 1.02564,\n+         "Family": 0.80001,\n+         "Freedom": 0.33916,\n+         "Generosity": 0.21854,\n+         "Happiness Rank": 103,\n+         "Happiness Score": 4.839,\n+         "Health (Life Expectancy)": 0.83947,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04337,\n+         "Trust (Government Corruption)": 0.04582\n+        },\n+        {\n+         "Country": "Hungary",\n+         "Dystopia Residual": 1.24074,\n+         "Economy (GDP per Capita)": 1.12094,\n+         "Family": 1.20215,\n+         "Freedom": 0.32112,\n+         "Generosity": 0.128,\n+         "Happiness Rank": 104,\n+         "Happiness Score": 4.8,\n+         "Health (Life Expectancy)": 0.75905,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06107,\n+         "Trust (Government Corruption)": 0.02758\n         },\n         {\n          "Country": "Honduras",\n@@ -377,8 +4043,189 @@\n          "Health (Life Expectancy)": 0.6951,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05648,\n-         "Trust (Government Corruption)": 0.06825,\n-         "index": 104\n+         "Trust (Government Corruption)": 0.06825\n+        },\n+        {\n+         "Country": "Tajikistan",\n+         "Dystopia Residual": 2.11399,\n+         "Economy (GDP per Capita)": 0.39047,\n+         "Family": 0.85563,\n+         "Freedom": 0.47216,\n+         "Generosity": 0.22974,\n+         "Happiness Rank": 106,\n+         "Happiness Score": 4.786,\n+         "Health (Life Expectancy)": 0.57379,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03198,\n+         "Trust (Government Corruption)": 0.15072\n+        },\n+        {\n+         "Country": "Tunisia",\n+         "Dystopia Residual": 2.12466,\n+         "Economy (GDP per Capita)": 0.88113,\n+         "Family": 0.60429,\n+         "Freedom": 0.26268,\n+         "Generosity": 0.06431,\n+         "Happiness Rank": 107,\n+         "Happiness Score": 4.739,\n+         "Health (Life Expectancy)": 0.73793,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03589,\n+         "Trust (Government Corruption)": 0.06358\n+        },\n+        {\n+         "Country": "Palestinian Territories",\n+         "Dystopia Residual": 2.04384,\n+         "Economy (GDP per Capita)": 0.59867,\n+         "Family": 0.92558,\n+         "Freedom": 0.24499,\n+         "Generosity": 0.11251,\n+         "Happiness Rank": 108,\n+         "Happiness Score": 4.715,\n+         "Health (Life Expectancy)": 0.66015,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.12905\n+        },\n+        {\n+         "Country": "Bangladesh",\n+         "Dystopia Residual": 2.51767,\n+         "Economy (GDP per Capita)": 0.39753,\n+         "Family": 0.43106,\n+         "Freedom": 0.4082,\n+         "Generosity": 0.21222,\n+         "Happiness Rank": 109,\n+         "Happiness Score": 4.694,\n+         "Health (Life Expectancy)": 0.60164,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03077,\n+         "Trust (Government Corruption)": 0.12569\n+        },\n+        {\n+         "Country": "Iran",\n+         "Dystopia Residual": 1.6944,\n+         "Economy (GDP per Capita)": 1.0088,\n+         "Family": 0.54447,\n+         "Freedom": 0.30033,\n+         "Generosity": 0.38086,\n+         "Happiness Rank": 110,\n+         "Happiness Score": 4.686,\n+         "Health (Life Expectancy)": 0.69805,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04449,\n+         "Trust (Government Corruption)": 0.05863\n+        },\n+        {\n+         "Country": "Ukraine",\n+         "Dystopia Residual": 1.5714,\n+         "Economy (GDP per Capita)": 0.79907,\n+         "Family": 1.20278,\n+         "Freedom": 0.25123,\n+         "Generosity": 0.15275,\n+         "Happiness Rank": 111,\n+         "Happiness Score": 4.681,\n+         "Health (Life Expectancy)": 0.6739,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04412,\n+         "Trust (Government Corruption)": 0.02961\n+        },\n+        {\n+         "Country": "Iraq",\n+         "Dystopia Residual": 1.95335,\n+         "Economy (GDP per Capita)": 0.98549,\n+         "Family": 0.81889,\n+         "Freedom": 0,\n+         "Generosity": 0.17922,\n+         "Happiness Rank": 112,\n+         "Happiness Score": 4.677,\n+         "Health (Life Expectancy)": 0.60237,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05232,\n+         "Trust (Government Corruption)": 0.13788\n+        },\n+        {\n+         "Country": "South Africa",\n+         "Dystopia Residual": 1.71956,\n+         "Economy (GDP per Capita)": 0.92049,\n+         "Family": 1.18468,\n+         "Freedom": 0.33207,\n+         "Generosity": 0.11973,\n+         "Happiness Rank": 113,\n+         "Happiness Score": 4.642,\n+         "Health (Life Expectancy)": 0.27688,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04585,\n+         "Trust (Government Corruption)": 0.08884\n+        },\n+        {\n+         "Country": "Ghana",\n+         "Dystopia Residual": 2.30919,\n+         "Economy (GDP per Capita)": 0.54558,\n+         "Family": 0.67954,\n+         "Freedom": 0.42342,\n+         "Generosity": 0.23087,\n+         "Happiness Rank": 114,\n+         "Happiness Score": 4.633,\n+         "Health (Life Expectancy)": 0.40132,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04742,\n+         "Trust (Government Corruption)": 0.04355\n+        },\n+        {\n+         "Country": "Zimbabwe",\n+         "Dystopia Residual": 2.44191,\n+         "Economy (GDP per Capita)": 0.271,\n+         "Family": 1.03276,\n+         "Freedom": 0.25861,\n+         "Generosity": 0.18987,\n+         "Happiness Rank": 115,\n+         "Happiness Score": 4.61,\n+         "Health (Life Expectancy)": 0.33475,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0429,\n+         "Trust (Government Corruption)": 0.08079\n+        },\n+        {\n+         "Country": "Liberia",\n+         "Dystopia Residual": 2.77729,\n+         "Economy (GDP per Capita)": 0.0712,\n+         "Family": 0.78968,\n+         "Freedom": 0.28531,\n+         "Generosity": 0.24362,\n+         "Happiness Rank": 116,\n+         "Happiness Score": 4.571,\n+         "Health (Life Expectancy)": 0.34201,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.11068,\n+         "Trust (Government Corruption)": 0.06232\n+        },\n+        {\n+         "Country": "India",\n+         "Dystopia Residual": 2.27513,\n+         "Economy (GDP per Capita)": 0.64499,\n+         "Family": 0.38174,\n+         "Freedom": 0.39786,\n+         "Generosity": 0.26475,\n+         "Happiness Rank": 117,\n+         "Happiness Score": 4.565,\n+         "Health (Life Expectancy)": 0.51529,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.02043,\n+         "Trust (Government Corruption)": 0.08492\n+        },\n+        {\n+         "Country": "Sudan",\n+         "Dystopia Residual": 2.20857,\n+         "Economy (GDP per Capita)": 0.52107,\n+         "Family": 1.01404,\n+         "Freedom": 0.10081,\n+         "Generosity": 0.19062,\n+         "Happiness Rank": 118,\n+         "Happiness Score": 4.55,\n+         "Health (Life Expectancy)": 0.36878,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0674,\n+         "Trust (Government Corruption)": 0.1466\n         },\n         {\n          "Country": "Haiti",\n@@ -392,16 +4239,557 @@\n          "Health (Life Expectancy)": 0.38847,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.07331,\n-         "Trust (Government Corruption)": 0.17175,\n-         "index": 118\n+         "Trust (Government Corruption)": 0.17175\n+        },\n+        {\n+         "Country": "Congo (Kinshasa)",\n+         "Dystopia Residual": 2.86712,\n+         "Economy (GDP per Capita)": 0,\n+         "Family": 1.0012,\n+         "Freedom": 0.22605,\n+         "Generosity": 0.24834,\n+         "Happiness Rank": 120,\n+         "Happiness Score": 4.517,\n+         "Health (Life Expectancy)": 0.09806,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0368,\n+         "Trust (Government Corruption)": 0.07625\n+        },\n+        {\n+         "Country": "Nepal",\n+         "Dystopia Residual": 1.95637,\n+         "Economy (GDP per Capita)": 0.35997,\n+         "Family": 0.86449,\n+         "Freedom": 0.38282,\n+         "Generosity": 0.32296,\n+         "Happiness Rank": 121,\n+         "Happiness Score": 4.514,\n+         "Health (Life Expectancy)": 0.56874,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03607,\n+         "Trust (Government Corruption)": 0.05907\n+        },\n+        {\n+         "Country": "Ethiopia",\n+         "Dystopia Residual": 2.44876,\n+         "Economy (GDP per Capita)": 0.19073,\n+         "Family": 0.60406,\n+         "Freedom": 0.4345,\n+         "Generosity": 0.24325,\n+         "Happiness Rank": 122,\n+         "Happiness Score": 4.512,\n+         "Health (Life Expectancy)": 0.44055,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.15048\n+        },\n+        {\n+         "Country": "Sierra Leone",\n+         "Dystopia Residual": 2.51009,\n+         "Economy (GDP per Capita)": 0.33024,\n+         "Family": 0.95571,\n+         "Freedom": 0.4084,\n+         "Generosity": 0.21488,\n+         "Happiness Rank": 123,\n+         "Happiness Score": 4.507,\n+         "Health (Life Expectancy)": 0,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07068,\n+         "Trust (Government Corruption)": 0.08786\n+        },\n+        {\n+         "Country": "Mauritania",\n+         "Dystopia Residual": 2.11773,\n+         "Economy (GDP per Capita)": 0.45407,\n+         "Family": 0.86908,\n+         "Freedom": 0.24232,\n+         "Generosity": 0.219,\n+         "Happiness Rank": 124,\n+         "Happiness Score": 4.436,\n+         "Health (Life Expectancy)": 0.35874,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03947,\n+         "Trust (Government Corruption)": 0.17461\n+        },\n+        {\n+         "Country": "Kenya",\n+         "Dystopia Residual": 1.78555,\n+         "Economy (GDP per Capita)": 0.36471,\n+         "Family": 0.99876,\n+         "Freedom": 0.42215,\n+         "Generosity": 0.37542,\n+         "Happiness Rank": 125,\n+         "Happiness Score": 4.419,\n+         "Health (Life Expectancy)": 0.41435,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04734,\n+         "Trust (Government Corruption)": 0.05839\n+        },\n+        {\n+         "Country": "Djibouti",\n+         "Dystopia Residual": 2.05125,\n+         "Economy (GDP per Capita)": 0.44025,\n+         "Family": 0.59207,\n+         "Freedom": 0.46074,\n+         "Generosity": 0.18093,\n+         "Happiness Rank": 126,\n+         "Happiness Score": 4.369,\n+         "Health (Life Expectancy)": 0.36291,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08096,\n+         "Trust (Government Corruption)": 0.28105\n+        },\n+        {\n+         "Country": "Armenia",\n+         "Dystopia Residual": 1.75873,\n+         "Economy (GDP per Capita)": 0.76821,\n+         "Family": 0.77711,\n+         "Freedom": 0.19847,\n+         "Generosity": 0.07855,\n+         "Happiness Rank": 127,\n+         "Happiness Score": 4.35,\n+         "Health (Life Expectancy)": 0.7299,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04763,\n+         "Trust (Government Corruption)": 0.039\n+        },\n+        {\n+         "Country": "Botswana",\n+         "Dystopia Residual": 1.46181,\n+         "Economy (GDP per Capita)": 0.99355,\n+         "Family": 1.10464,\n+         "Freedom": 0.49495,\n+         "Generosity": 0.10461,\n+         "Happiness Rank": 128,\n+         "Happiness Score": 4.332,\n+         "Health (Life Expectancy)": 0.04776,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12474\n+        },\n+        {\n+         "Country": "Myanmar",\n+         "Dystopia Residual": 1.41805,\n+         "Economy (GDP per Capita)": 0.27108,\n+         "Family": 0.70905,\n+         "Freedom": 0.44017,\n+         "Generosity": 0.79588,\n+         "Happiness Rank": 129,\n+         "Happiness Score": 4.307,\n+         "Health (Life Expectancy)": 0.48246,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.04351,\n+         "Trust (Government Corruption)": 0.19034\n+        },\n+        {\n+         "Country": "Georgia",\n+         "Dystopia Residual": 1.59541,\n+         "Economy (GDP per Capita)": 0.7419,\n+         "Family": 0.38562,\n+         "Freedom": 0.40577,\n+         "Generosity": 0.05547,\n+         "Happiness Rank": 130,\n+         "Happiness Score": 4.297,\n+         "Health (Life Expectancy)": 0.72926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04221,\n+         "Trust (Government Corruption)": 0.38331\n+        },\n+        {\n+         "Country": "Malawi",\n+         "Dystopia Residual": 2.80791,\n+         "Economy (GDP per Capita)": 0.01604,\n+         "Family": 0.41134,\n+         "Freedom": 0.43054,\n+         "Generosity": 0.33128,\n+         "Happiness Rank": 131,\n+         "Happiness Score": 4.292,\n+         "Health (Life Expectancy)": 0.22562,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0613,\n+         "Trust (Government Corruption)": 0.06977\n+        },\n+        {\n+         "Country": "Sri Lanka",\n+         "Dystopia Residual": 0.67108,\n+         "Economy (GDP per Capita)": 0.83524,\n+         "Family": 1.01905,\n+         "Freedom": 0.53726,\n+         "Generosity": 0.40828,\n+         "Happiness Rank": 132,\n+         "Happiness Score": 4.271,\n+         "Health (Life Expectancy)": 0.70806,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03751,\n+         "Trust (Government Corruption)": 0.09179\n+        },\n+        {\n+         "Country": "Cameroon",\n+         "Dystopia Residual": 1.95071,\n+         "Economy (GDP per Capita)": 0.4225,\n+         "Family": 0.88767,\n+         "Freedom": 0.49309,\n+         "Generosity": 0.20618,\n+         "Happiness Rank": 133,\n+         "Happiness Score": 4.252,\n+         "Health (Life Expectancy)": 0.23402,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04678,\n+         "Trust (Government Corruption)": 0.05786\n+        },\n+        {\n+         "Country": "Bulgaria",\n+         "Dystopia Residual": 0.89991,\n+         "Economy (GDP per Capita)": 1.01216,\n+         "Family": 1.10614,\n+         "Freedom": 0.30587,\n+         "Generosity": 0.11921,\n+         "Happiness Rank": 134,\n+         "Happiness Score": 4.218,\n+         "Health (Life Expectancy)": 0.76649,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04828,\n+         "Trust (Government Corruption)": 0.00872\n+        },\n+        {\n+         "Country": "Egypt",\n+         "Dystopia Residual": 1.59927,\n+         "Economy (GDP per Capita)": 0.8818,\n+         "Family": 0.747,\n+         "Freedom": 0.17288,\n+         "Generosity": 0.11291,\n+         "Happiness Rank": 135,\n+         "Happiness Score": 4.194,\n+         "Health (Life Expectancy)": 0.61712,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0326,\n+         "Trust (Government Corruption)": 0.06324\n+        },\n+        {\n+         "Country": "Yemen",\n+         "Dystopia Residual": 1.92313,\n+         "Economy (GDP per Capita)": 0.54649,\n+         "Family": 0.68093,\n+         "Freedom": 0.35571,\n+         "Generosity": 0.09131,\n+         "Happiness Rank": 136,\n+         "Happiness Score": 4.077,\n+         "Health (Life Expectancy)": 0.40064,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04367,\n+         "Trust (Government Corruption)": 0.07854\n+        },\n+        {\n+         "Country": "Angola",\n+         "Dystopia Residual": 1.94939,\n+         "Economy (GDP per Capita)": 0.75778,\n+         "Family": 0.8604,\n+         "Freedom": 0.10384,\n+         "Generosity": 0.12344,\n+         "Happiness Rank": 137,\n+         "Happiness Score": 4.033,\n+         "Health (Life Expectancy)": 0.16683,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04758,\n+         "Trust (Government Corruption)": 0.07122\n+        },\n+        {\n+         "Country": "Mali",\n+         "Dystopia Residual": 1.79293,\n+         "Economy (GDP per Capita)": 0.26074,\n+         "Family": 1.03526,\n+         "Freedom": 0.38857,\n+         "Generosity": 0.18798,\n+         "Happiness Rank": 138,\n+         "Happiness Score": 3.995,\n+         "Health (Life Expectancy)": 0.20583,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05602,\n+         "Trust (Government Corruption)": 0.12352\n+        },\n+        {\n+         "Country": "Congo (Brazzaville)",\n+         "Dystopia Residual": 1.68135,\n+         "Economy (GDP per Capita)": 0.67866,\n+         "Family": 0.6629,\n+         "Freedom": 0.41466,\n+         "Generosity": 0.12388,\n+         "Happiness Rank": 139,\n+         "Happiness Score": 3.989,\n+         "Health (Life Expectancy)": 0.31051,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06682,\n+         "Trust (Government Corruption)": 0.11686\n+        },\n+        {\n+         "Country": "Comoros",\n+         "Dystopia Residual": 1.95812,\n+         "Economy (GDP per Capita)": 0.23906,\n+         "Family": 0.79273,\n+         "Freedom": 0.22917,\n+         "Generosity": 0.17441,\n+         "Happiness Rank": 140,\n+         "Happiness Score": 3.956,\n+         "Health (Life Expectancy)": 0.36315,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04797,\n+         "Trust (Government Corruption)": 0.199\n+        },\n+        {\n+         "Country": "Uganda",\n+         "Dystopia Residual": 1.42766,\n+         "Economy (GDP per Capita)": 0.21102,\n+         "Family": 1.13299,\n+         "Freedom": 0.45727,\n+         "Generosity": 0.29066,\n+         "Happiness Rank": 141,\n+         "Happiness Score": 3.931,\n+         "Health (Life Expectancy)": 0.33861,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04317,\n+         "Trust (Government Corruption)": 0.07267\n+        },\n+        {\n+         "Country": "Senegal",\n+         "Dystopia Residual": 1.44395,\n+         "Economy (GDP per Capita)": 0.36498,\n+         "Family": 0.97619,\n+         "Freedom": 0.36772,\n+         "Generosity": 0.20843,\n+         "Happiness Rank": 142,\n+         "Happiness Score": 3.904,\n+         "Health (Life Expectancy)": 0.4354,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03608,\n+         "Trust (Government Corruption)": 0.10713\n+        },\n+        {\n+         "Country": "Gabon",\n+         "Dystopia Residual": 0.99895,\n+         "Economy (GDP per Capita)": 1.06024,\n+         "Family": 0.90528,\n+         "Freedom": 0.31914,\n+         "Generosity": 0.06822,\n+         "Happiness Rank": 143,\n+         "Happiness Score": 3.896,\n+         "Health (Life Expectancy)": 0.43372,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04547,\n+         "Trust (Government Corruption)": 0.11091\n+        },\n+        {\n+         "Country": "Niger",\n+         "Dystopia Residual": 1.87877,\n+         "Economy (GDP per Capita)": 0.0694,\n+         "Family": 0.77265,\n+         "Freedom": 0.47692,\n+         "Generosity": 0.19387,\n+         "Happiness Rank": 144,\n+         "Happiness Score": 3.845,\n+         "Health (Life Expectancy)": 0.29707,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03602,\n+         "Trust (Government Corruption)": 0.15639\n+        },\n+        {\n+         "Country": "Cambodia",\n+         "Dystopia Residual": 0.98195,\n+         "Economy (GDP per Capita)": 0.46038,\n+         "Family": 0.62736,\n+         "Freedom": 0.66246,\n+         "Generosity": 0.40359,\n+         "Happiness Rank": 145,\n+         "Happiness Score": 3.819,\n+         "Health (Life Expectancy)": 0.61114,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.05069,\n+         "Trust (Government Corruption)": 0.07247\n+        },\n+        {\n+         "Country": "Tanzania",\n+         "Dystopia Residual": 1.38079,\n+         "Economy (GDP per Capita)": 0.2852,\n+         "Family": 1.00268,\n+         "Freedom": 0.32878,\n+         "Generosity": 0.34377,\n+         "Happiness Rank": 146,\n+         "Happiness Score": 3.781,\n+         "Health (Life Expectancy)": 0.38215,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05061,\n+         "Trust (Government Corruption)": 0.05747\n+        },\n+        {\n+         "Country": "Madagascar",\n+         "Dystopia Residual": 1.851,\n+         "Economy (GDP per Capita)": 0.20824,\n+         "Family": 0.66801,\n+         "Freedom": 0.19184,\n+         "Generosity": 0.21333,\n+         "Happiness Rank": 147,\n+         "Happiness Score": 3.681,\n+         "Health (Life Expectancy)": 0.46721,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03633,\n+         "Trust (Government Corruption)": 0.08124\n+        },\n+        {\n+         "Country": "Central African Republic",\n+         "Dystopia Residual": 2.7223,\n+         "Economy (GDP per Capita)": 0.0785,\n+         "Family": 0,\n+         "Freedom": 0.48879,\n+         "Generosity": 0.23835,\n+         "Happiness Rank": 148,\n+         "Happiness Score": 3.678,\n+         "Health (Life Expectancy)": 0.06699,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06112,\n+         "Trust (Government Corruption)": 0.08289\n+        },\n+        {\n+         "Country": "Chad",\n+         "Dystopia Residual": 1.94296,\n+         "Economy (GDP per Capita)": 0.34193,\n+         "Family": 0.76062,\n+         "Freedom": 0.23501,\n+         "Generosity": 0.18386,\n+         "Happiness Rank": 149,\n+         "Happiness Score": 3.667,\n+         "Health (Life Expectancy)": 0.1501,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0383,\n+         "Trust (Government Corruption)": 0.05269\n+        },\n+        {\n+         "Country": "Guinea",\n+         "Dystopia Residual": 1.99172,\n+         "Economy (GDP per Capita)": 0.17417,\n+         "Family": 0.46475,\n+         "Freedom": 0.37725,\n+         "Generosity": 0.28657,\n+         "Happiness Rank": 150,\n+         "Happiness Score": 3.656,\n+         "Health (Life Expectancy)": 0.24009,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0359,\n+         "Trust (Government Corruption)": 0.12139\n+        },\n+        {\n+         "Country": "Ivory Coast",\n+         "Dystopia Residual": 1.41723,\n+         "Economy (GDP per Capita)": 0.46534,\n+         "Family": 0.77115,\n+         "Freedom": 0.46866,\n+         "Generosity": 0.20165,\n+         "Happiness Rank": 151,\n+         "Happiness Score": 3.655,\n+         "Health (Life Expectancy)": 0.15185,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05141,\n+         "Trust (Government Corruption)": 0.17922\n+        },\n+        {\n+         "Country": "Burkina Faso",\n+         "Dystopia Residual": 1.46494,\n+         "Economy (GDP per Capita)": 0.25812,\n+         "Family": 0.85188,\n+         "Freedom": 0.39493,\n+         "Generosity": 0.21747,\n+         "Happiness Rank": 152,\n+         "Happiness Score": 3.587,\n+         "Health (Life Expectancy)": 0.27125,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04324,\n+         "Trust (Government Corruption)": 0.12832\n+        },\n+        {\n+         "Country": "Afghanistan",\n+         "Dystopia Residual": 1.9521,\n+         "Economy (GDP per Capita)": 0.31982,\n+         "Family": 0.30285,\n+         "Freedom": 0.23414,\n+         "Generosity": 0.3651,\n+         "Happiness Rank": 153,\n+         "Happiness Score": 3.575,\n+         "Health (Life Expectancy)": 0.30335,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03084,\n+         "Trust (Government Corruption)": 0.09719\n+        },\n+        {\n+         "Country": "Rwanda",\n+         "Dystopia Residual": 0.67042,\n+         "Economy (GDP per Capita)": 0.22208,\n+         "Family": 0.7737,\n+         "Freedom": 0.59201,\n+         "Generosity": 0.22628,\n+         "Happiness Rank": 154,\n+         "Happiness Score": 3.465,\n+         "Health (Life Expectancy)": 0.42864,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03464,\n+         "Trust (Government Corruption)": 0.55191\n+        },\n+        {\n+         "Country": "Benin",\n+         "Dystopia Residual": 1.63328,\n+         "Economy (GDP per Capita)": 0.28665,\n+         "Family": 0.35386,\n+         "Freedom": 0.4845,\n+         "Generosity": 0.1826,\n+         "Happiness Rank": 155,\n+         "Happiness Score": 3.34,\n+         "Health (Life Expectancy)": 0.3191,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03656,\n+         "Trust (Government Corruption)": 0.0801\n+        },\n+        {\n+         "Country": "Syria",\n+         "Dystopia Residual": 0.32858,\n+         "Economy (GDP per Capita)": 0.6632,\n+         "Family": 0.47489,\n+         "Freedom": 0.15684,\n+         "Generosity": 0.47179,\n+         "Happiness Rank": 156,\n+         "Happiness Score": 3.006,\n+         "Health (Life Expectancy)": 0.72193,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05015,\n+         "Trust (Government Corruption)": 0.18906\n+        },\n+        {\n+         "Country": "Burundi",\n+         "Dystopia Residual": 1.83302,\n+         "Economy (GDP per Capita)": 0.0153,\n+         "Family": 0.41587,\n+         "Freedom": 0.1185,\n+         "Generosity": 0.19727,\n+         "Happiness Rank": 157,\n+         "Happiness Score": 2.905,\n+         "Health (Life Expectancy)": 0.22396,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08658,\n+         "Trust (Government Corruption)": 0.10062\n+        },\n+        {\n+         "Country": "Togo",\n+         "Dystopia Residual": 1.56726,\n+         "Economy (GDP per Capita)": 0.20868,\n+         "Family": 0.13995,\n+         "Freedom": 0.36453,\n+         "Generosity": 0.16681,\n+         "Happiness Rank": 158,\n+         "Happiness Score": 2.839,\n+         "Health (Life Expectancy)": 0.28443,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06727,\n+         "Trust (Government Corruption)": 0.10731\n         }\n        ],\n        "schema": {\n         "fields": [\n-         {\n-          "name": "index",\n-          "type": "integer"\n-         },\n          {\n           "name": "Country",\n           "type": "string"\n@@ -453,30 +4841,29 @@\n         ],\n         "pandas_version": "0.20.0",\n         "primaryKey": [\n-         "index"\n+         "Country"\n         ]\n        }\n       },\n       "text/html": [\n        "<div>\\n",\n-       "<style scoped>\\n",\n-       "    .dataframe tbody tr th:only-of-type {\\n",\n-       "        vertical-align: middle;\\n",\n+       "<style>\\n",\n+       "    .dataframe thead tr:only-child th {\\n",\n+       "        text-align: right;\\n",\n        "    }\\n",\n        "\\n",\n-       "    .dataframe tbody tr th {\\n",\n-       "        vertical-align: top;\\n",\n+       "    .dataframe thead th {\\n",\n+       "        text-align: left;\\n",\n        "    }\\n",\n        "\\n",\n-       "    .dataframe thead th {\\n",\n-       "        text-align: right;\\n",\n+      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<td>0.94784</td>\\n",\n+       "      <td>0.62877</td>\\n",\n+       "      <td>0.14145</td>\\n",\n+       "      <td>0.43630</td>\\n",\n+       "      <td>2.70201</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Denmark</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>3</td>\\n",\n+       "      <td>7.527</td>\\n",\n+       "      <td>0.03328</td>\\n",\n+       "      <td>1.32548</td>\\n",\n+       "      <td>1.36058</td>\\n",\n+       "      <td>0.87464</td>\\n",\n+       "      <td>0.64938</td>\\n",\n+       "      <td>0.48357</td>\\n",\n+       "      <td>0.34139</td>\\n",\n+       "      <td>2.49204</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Norway</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>4</td>\\n",\n+       "      <td>7.522</td>\\n",\n+       "      <td>0.03880</td>\\n",\n+       "      <td>1.45900</td>\\n",\n+       "      <td>1.33095</td>\\n",\n+       "      <td>0.88521</td>\\n",\n+       "      <td>0.66973</td>\\n",\n+       "      <td>0.36503</td>\\n",\n+       "      <td>0.34699</td>\\n",\n+       "      <td>2.46531</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Canada</th>\\n",\n+       "      <td>North America</td>\\n",\n+       "      <td>5</td>\\n",\n+       "      <td>7.427</td>\\n",\n+       "      <td>0.03553</td>\\n",\n+       "      <td>1.32629</td>\\n",\n+       "      <td>1.32261</td>\\n",\n+       "      <td>0.90563</td>\\n",\n+       "      <td>0.63297</td>\\n",\n+       "      <td>0.32957</td>\\n",\n+       "      <td>0.45811</td>\\n",\n+       "      <td>2.45176</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Finland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>6</td>\\n",\n+       "      <td>7.406</td>\\n",\n+       "      <td>0.03140</td>\\n",\n+       "      <td>1.29025</td>\\n",\n+       "      <td>1.31826</td>\\n",\n+       "      <td>0.88911</td>\\n",\n+       "      <td>0.64169</td>\\n",\n+       "      <td>0.41372</td>\\n",\n+       "      <td>0.23351</td>\\n",\n+       "      <td>2.61955</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Netherlands</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>7</td>\\n",\n+       "      <td>7.378</td>\\n",\n+       "      <td>0.02799</td>\\n",\n+       "      <td>1.32944</td>\\n",\n+       "      <td>1.28017</td>\\n",\n+       "      <td>0.89284</td>\\n",\n+       "      <td>0.61576</td>\\n",\n+       "      <td>0.31814</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>2.46570</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sweden</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>8</td>\\n",\n+       "      <td>7.364</td>\\n",\n+       "      <td>0.03157</td>\\n",\n+       "      <td>1.33171</td>\\n",\n+       "      <td>1.28907</td>\\n",\n+       "      <td>0.91087</td>\\n",\n+       "      <td>0.65980</td>\\n",\n+       "      <td>0.43844</td>\\n",\n+       "      <td>0.36262</td>\\n",\n+       "      <td>2.37119</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>New Zealand</th>\\n",\n+       "      <td>Australia and New Zealand</td>\\n",\n+       "      <td>9</td>\\n",\n+       "      <td>7.286</td>\\n",\n+       "      <td>0.03371</td>\\n",\n+       "      <td>1.25018</td>\\n",\n+       "      <td>1.31967</td>\\n",\n+       "      <td>0.90837</td>\\n",\n+       "      <td>0.63938</td>\\n",\n+       "      <td>0.42922</td>\\n",\n+       "      <td>0.47501</td>\\n",\n+       "      <td>2.26425</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Australia</th>\\n",\n+       "      <td>Australia and New Zealand</td>\\n",\n+       "      <td>10</td>\\n",\n+       "      <td>7.284</td>\\n",\n+       "      <td>0.04083</td>\\n",\n+       "      <td>1.33358</td>\\n",\n+       "      <td>1.30923</td>\\n",\n+       "      <td>0.93156</td>\\n",\n+       "      <td>0.65124</td>\\n",\n+       "      <td>0.35637</td>\\n",\n+       "      <td>0.43562</td>\\n",\n+       "      <td>2.26646</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Israel</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>11</td>\\n",\n+       "      <td>7.278</td>\\n",\n+       "      <td>0.03470</td>\\n",\n+       "      <td>1.22857</td>\\n",\n+       "      <td>1.22393</td>\\n",\n+       "      <td>0.91387</td>\\n",\n+       "      <td>0.41319</td>\\n",\n+       "      <td>0.07785</td>\\n",\n+       "      <td>0.33172</td>\\n",\n+       "      <td>3.08854</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Costa Rica</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>12</td>\\n",\n        "      <td>7.226</td>\\n",\n@@ -507,8 +5061,21 @@\n        "      <td>3.17728</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>13</th>\\n",\n-       "      <td>Mexico</td>\\n",\n+       "      <th>Austria</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>13</td>\\n",\n+       "      <td>7.200</td>\\n",\n+       "      <td>0.03751</td>\\n",\n+       "      <td>1.33723</td>\\n",\n+       "      <td>1.29704</td>\\n",\n+       "      <td>0.89042</td>\\n",\n+       "      <td>0.62433</td>\\n",\n+       "      <td>0.18676</td>\\n",\n+       "      <td>0.33088</td>\\n",\n+       "      <td>2.53320</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mexico</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>14</td>\\n",\n        "      <td>7.187</td>\\n",\n@@ -522,8 +5089,21 @@\n        "      <td>3.60214</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>15</th>\\n",\n-       "      <td>Brazil</td>\\n",\n+       "      <th>United States</th>\\n",\n+       "      <td>North America</td>\\n",\n+       "      <td>15</td>\\n",\n+       "      <td>7.119</td>\\n",\n+       "      <td>0.03839</td>\\n",\n+       "      <td>1.39451</td>\\n",\n+       "      <td>1.24711</td>\\n",\n+       "      <td>0.86179</td>\\n",\n+       "      <td>0.54604</td>\\n",\n+       "      <td>0.15890</td>\\n",\n+       "      <td>0.40105</td>\\n",\n+       "      <td>2.51011</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Brazil</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>16</td>\\n",\n        "      <td>6.983</td>\\n",\n@@ -537,8 +5117,91 @@\n        "      <td>3.26001</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>22</th>\\n",\n-       "      <td>Venezuela</td>\\n",\n+       "      <th>Luxembourg</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>17</td>\\n",\n+       "      <td>6.946</td>\\n",\n+       "      <td>0.03499</td>\\n",\n+       "      <td>1.56391</td>\\n",\n+       "      <td>1.21963</td>\\n",\n+       "      <td>0.91894</td>\\n",\n+       "      <td>0.61583</td>\\n",\n+       "      <td>0.37798</td>\\n",\n+       "      <td>0.28034</td>\\n",\n+       "      <td>1.96961</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ireland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>18</td>\\n",\n+       "      <td>6.940</td>\\n",\n+       "      <td>0.03676</td>\\n",\n+       "      <td>1.33596</td>\\n",\n+       "      <td>1.36948</td>\\n",\n+       "      <td>0.89533</td>\\n",\n+       "      <td>0.61777</td>\\n",\n+       "      <td>0.28703</td>\\n",\n+       "      <td>0.45901</td>\\n",\n+       "      <td>1.97570</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Belgium</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>19</td>\\n",\n+       "      <td>6.937</td>\\n",\n+       "      <td>0.03595</td>\\n",\n+       "      <td>1.30782</td>\\n",\n+       "      <td>1.28566</td>\\n",\n+       "      <td>0.89667</td>\\n",\n+       "      <td>0.58450</td>\\n",\n+       "      <td>0.22540</td>\\n",\n+       "      <td>0.22250</td>\\n",\n+       "      <td>2.41484</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>United Arab Emirates</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>20</td>\\n",\n+       "      <td>6.901</td>\\n",\n+       "      <td>0.03729</td>\\n",\n+       "      <td>1.42727</td>\\n",\n+       "      <td>1.12575</td>\\n",\n+       "      <td>0.80925</td>\\n",\n+       "      <td>0.64157</td>\\n",\n+       "      <td>0.38583</td>\\n",\n+       "      <td>0.26428</td>\\n",\n+       "      <td>2.24743</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>United Kingdom</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>21</td>\\n",\n+       "      <td>6.867</td>\\n",\n+       "      <td>0.01866</td>\\n",\n+       "      <td>1.26637</td>\\n",\n+       "      <td>1.28548</td>\\n",\n+       "      <td>0.90943</td>\\n",\n+       "      <td>0.59625</td>\\n",\n+       "      <td>0.32067</td>\\n",\n+       "      <td>0.51912</td>\\n",\n+       "      <td>1.96994</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Oman</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>22</td>\\n",\n+       "      <td>6.853</td>\\n",\n+       "      <td>0.05335</td>\\n",\n+       "      <td>1.36011</td>\\n",\n+       "      <td>1.08182</td>\\n",\n+       "      <td>0.76276</td>\\n",\n+       "      <td>0.63274</td>\\n",\n+       "      <td>0.32524</td>\\n",\n+       "      <td>0.21542</td>\\n",\n+       "      <td>2.47489</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Venezuela</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>23</td>\\n",\n        "      <td>6.810</td>\\n",\n@@ -552,8 +5215,21 @@\n        "      <td>3.19131</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>24</th>\\n",\n-       "      <td>Panama</td>\\n",\n+       "      <th>Singapore</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>24</td>\\n",\n+       "      <td>6.798</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>1.52186</td>\\n",\n+       "      <td>1.02000</td>\\n",\n+       "      <td>1.02525</td>\\n",\n+       "      <td>0.54252</td>\\n",\n+       "      <td>0.49210</td>\\n",\n+       "      <td>0.31105</td>\\n",\n+       "      <td>1.88501</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Panama</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>25</td>\\n",\n        "      <td>6.786</td>\\n",\n@@ -567,8 +5243,21 @@\n        "      <td>2.84848</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>26</th>\\n",\n-       "      <td>Chile</td>\\n",\n+       "      <th>Germany</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>26</td>\\n",\n+       "      <td>6.750</td>\\n",\n+       "      <td>0.01848</td>\\n",\n+       "      <td>1.32792</td>\\n",\n+       "      <td>1.29937</td>\\n",\n+       "      <td>0.89186</td>\\n",\n+       "      <td>0.61477</td>\\n",\n+       "      <td>0.21843</td>\\n",\n+       "      <td>0.28214</td>\\n",\n+       "      <td>2.11569</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chile</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>27</td>\\n",\n        "      <td>6.670</td>\\n",\n@@ -582,8 +5271,35 @@\n        "      <td>2.67585</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>29</th>\\n",\n-       "      <td>Argentina</td>\\n",\n+       "      <th>Qatar</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>28</td>\\n",\n+       "      <td>6.611</td>\\n",\n+       "      <td>0.06257</td>\\n",\n+       "      <td>1.69042</td>\\n",\n+       "      <td>1.07860</td>\\n",\n+       "      <td>0.79733</td>\\n",\n+       "      <td>0.64040</td>\\n",\n+       "      <td>0.52208</td>\\n",\n+       "      <td>0.32573</td>\\n",\n+       "      <td>1.55674</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>France</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>29</td>\\n",\n+       "      <td>6.575</td>\\n",\n+       "      <td>0.03512</td>\\n",\n+       "      <td>1.27778</td>\\n",\n+       "      <td>1.26038</td>\\n",\n+       "      <td>0.94579</td>\\n",\n+       "      <td>0.55011</td>\\n",\n+       "      <td>0.20646</td>\\n",\n+       "      <td>0.12332</td>\\n",\n+       "      <td>2.21126</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Argentina</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>30</td>\\n",\n        "      <td>6.574</td>\\n",\n@@ -597,8 +5313,21 @@\n        "      <td>2.83600</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>31</th>\\n",\n-       "      <td>Uruguay</td>\\n",\n+       "      <th>Czech Republic</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>31</td>\\n",\n+       "      <td>6.505</td>\\n",\n+       "      <td>0.04168</td>\\n",\n+       "      <td>1.17898</td>\\n",\n+       "      <td>1.20643</td>\\n",\n+       "      <td>0.84483</td>\\n",\n+       "      <td>0.46364</td>\\n",\n+       "      <td>0.02652</td>\\n",\n+       "      <td>0.10686</td>\\n",\n+       "      <td>2.67782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uruguay</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>32</td>\\n",\n        "      <td>6.485</td>\\n",\n@@ -612,8 +5341,7 @@\n        "      <td>2.32142</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>32</th>\\n",\n-       "      <td>Colombia</td>\\n",\n+       "      <th>Colombia</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>33</td>\\n",\n        "      <td>6.477</td>\\n",\n@@ -627,8 +5355,91 @@\n        "      <td>2.85737</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>39</th>\\n",\n-       "      <td>Suriname</td>\\n",\n+       "      <th>Thailand</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>34</td>\\n",\n+       "      <td>6.455</td>\\n",\n+       "      <td>0.03557</td>\\n",\n+       "      <td>0.96690</td>\\n",\n+       "      <td>1.26504</td>\\n",\n+       "      <td>0.73850</td>\\n",\n+       "      <td>0.55664</td>\\n",\n+       "      <td>0.03187</td>\\n",\n+       "      <td>0.57630</td>\\n",\n+       "      <td>2.31945</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Saudi Arabia</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>35</td>\\n",\n+       "      <td>6.411</td>\\n",\n+       "      <td>0.04633</td>\\n",\n+       "      <td>1.39541</td>\\n",\n+       "      <td>1.08393</td>\\n",\n+       "      <td>0.72025</td>\\n",\n+       "      <td>0.31048</td>\\n",\n+       "      <td>0.32524</td>\\n",\n+       "      <td>0.13706</td>\\n",\n+       "      <td>2.43872</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Spain</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>36</td>\\n",\n+       "      <td>6.329</td>\\n",\n+       "      <td>0.03468</td>\\n",\n+       "      <td>1.23011</td>\\n",\n+       "      <td>1.31379</td>\\n",\n+       "      <td>0.95562</td>\\n",\n+       "      <td>0.45951</td>\\n",\n+       "      <td>0.06398</td>\\n",\n+       "      <td>0.18227</td>\\n",\n+       "      <td>2.12367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malta</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>37</td>\\n",\n+       "      <td>6.302</td>\\n",\n+       "      <td>0.04206</td>\\n",\n+       "      <td>1.20740</td>\\n",\n+       "      <td>1.30203</td>\\n",\n+       "      <td>0.88721</td>\\n",\n+       "      <td>0.60365</td>\\n",\n+       "      <td>0.13586</td>\\n",\n+       "      <td>0.51752</td>\\n",\n+       "      <td>1.64880</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Taiwan</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>38</td>\\n",\n+       "      <td>6.298</td>\\n",\n+       "      <td>0.03868</td>\\n",\n+       "      <td>1.29098</td>\\n",\n+       "      <td>1.07617</td>\\n",\n+       "      <td>0.87530</td>\\n",\n+       "      <td>0.39740</td>\\n",\n+       "      <td>0.08129</td>\\n",\n+       "      <td>0.25376</td>\\n",\n+       "      <td>2.32323</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kuwait</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>39</td>\\n",\n+       "      <td>6.295</td>\\n",\n+       "      <td>0.04456</td>\\n",\n+       "      <td>1.55422</td>\\n",\n+       "      <td>1.16594</td>\\n",\n+       "      <td>0.72492</td>\\n",\n+       "      <td>0.55499</td>\\n",\n+       "      <td>0.25609</td>\\n",\n+       "      <td>0.16228</td>\\n",\n+       "      <td>1.87634</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Suriname</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>40</td>\\n",\n        "      <td>6.269</td>\\n",\n@@ -642,8 +5453,7 @@\n        "      <td>2.79094</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>40</th>\\n",\n-       "      <td>Trinidad and Tobago</td>\\n",\n+       "      <th>Trinidad and Tobago</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>41</td>\\n",\n        "      <td>6.168</td>\\n",\n@@ -657,8 +5467,7 @@\n        "      <td>2.26882</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>41</th>\\n",\n-       "      <td>El Salvador</td>\\n",\n+       "      <th>El Salvador</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>42</td>\\n",\n        "      <td>6.130</td>\\n",\n@@ -672,8 +5481,7 @@\n        "      <td>3.03500</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>42</th>\\n",\n-       "      <td>Guatemala</td>\\n",\n+       "      <th>Guatemala</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>43</td>\\n",\n        "      <td>6.123</td>\\n",\n@@ -687,8 +5495,63 @@\n        "      <td>2.74255</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>47</th>\\n",\n-       "      <td>Ecuador</td>\\n",\n+       "      <th>Uzbekistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>44</td>\\n",\n+       "      <td>6.003</td>\\n",\n+       "      <td>0.04361</td>\\n",\n+       "      <td>0.63244</td>\\n",\n+       "      <td>1.34043</td>\\n",\n+       "      <td>0.59772</td>\\n",\n+       "      <td>0.65821</td>\\n",\n+       "      <td>0.30826</td>\\n",\n+       "      <td>0.22837</td>\\n",\n+       "      <td>2.23741</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovakia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>45</td>\\n",\n+       "      <td>5.995</td>\\n",\n+       "      <td>0.04267</td>\\n",\n+       "      <td>1.16891</td>\\n",\n+       "      <td>1.26999</td>\\n",\n+       "      <td>0.78902</td>\\n",\n+       "      <td>0.31751</td>\\n",\n+       "      <td>0.03431</td>\\n",\n+       "      <td>0.16893</td>\\n",\n+       "      <td>2.24639</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Japan</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>46</td>\\n",\n+       "      <td>5.987</td>\\n",\n+       "      <td>0.03581</td>\\n",\n+       "      <td>1.27074</td>\\n",\n+       "      <td>1.25712</td>\\n",\n+       "      <td>0.99111</td>\\n",\n+       "      <td>0.49615</td>\\n",\n+       "      <td>0.18060</td>\\n",\n+       "      <td>0.10705</td>\\n",\n+       "      <td>1.68435</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Korea</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>47</td>\\n",\n+       "      <td>5.984</td>\\n",\n+       "      <td>0.04098</td>\\n",\n+       "      <td>1.24461</td>\\n",\n+       "      <td>0.95774</td>\\n",\n+       "      <td>0.96538</td>\\n",\n+       "      <td>0.33208</td>\\n",\n+       "      <td>0.07857</td>\\n",\n+       "      <td>0.18557</td>\\n",\n+       "      <td>2.21978</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ecuador</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>48</td>\\n",\n        "      <td>5.975</td>\\n",\n@@ -702,8 +5565,35 @@\n        "      <td>2.53942</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>50</th>\\n",\n-       "      <td>Bolivia</td>\\n",\n+       "      <th>Bahrain</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>49</td>\\n",\n+       "      <td>5.960</td>\\n",\n+       "      <td>0.05412</td>\\n",\n+       "      <td>1.32376</td>\\n",\n+       "      <td>1.21624</td>\\n",\n+       "      <td>0.74716</td>\\n",\n+       "      <td>0.45492</td>\\n",\n+       "      <td>0.30600</td>\\n",\n+       "      <td>0.17362</td>\\n",\n+       "      <td>1.73797</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Italy</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>50</td>\\n",\n+       "      <td>5.948</td>\\n",\n+       "      <td>0.03914</td>\\n",\n+       "      <td>1.25114</td>\\n",\n+       "      <td>1.19777</td>\\n",\n+       "      <td>0.95446</td>\\n",\n+       "      <td>0.26236</td>\\n",\n+       "      <td>0.02901</td>\\n",\n+       "      <td>0.22823</td>\\n",\n+       "      <td>2.02518</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bolivia</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>51</td>\\n",\n        "      <td>5.890</td>\\n",\n@@ -717,8 +5607,21 @@\n        "      <td>2.82334</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>52</th>\\n",\n-       "      <td>Paraguay</td>\\n",\n+       "      <th>Moldova</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>52</td>\\n",\n+       "      <td>5.889</td>\\n",\n+       "      <td>0.03799</td>\\n",\n+       "      <td>0.59448</td>\\n",\n+       "      <td>1.01528</td>\\n",\n+       "      <td>0.61826</td>\\n",\n+       "      <td>0.32818</td>\\n",\n+       "      <td>0.01615</td>\\n",\n+       "      <td>0.20951</td>\\n",\n+       "      <td>3.10712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Paraguay</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>53</td>\\n",\n        "      <td>5.878</td>\\n",\n@@ -732,8 +5635,49 @@\n        "      <td>2.18896</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>56</th>\\n",\n-       "      <td>Nicaragua</td>\\n",\n+       "      <th>Kazakhstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>54</td>\\n",\n+       "      <td>5.855</td>\\n",\n+       "      <td>0.04114</td>\\n",\n+       "      <td>1.12254</td>\\n",\n+       "      <td>1.12241</td>\\n",\n+       "      <td>0.64368</td>\\n",\n+       "      <td>0.51649</td>\\n",\n+       "      <td>0.08454</td>\\n",\n+       "      <td>0.11827</td>\\n",\n+       "      <td>2.24729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>55</td>\\n",\n+       "      <td>5.848</td>\\n",\n+       "      <td>0.04251</td>\\n",\n+       "      <td>1.18498</td>\\n",\n+       "      <td>1.27385</td>\\n",\n+       "      <td>0.87337</td>\\n",\n+       "      <td>0.60855</td>\\n",\n+       "      <td>0.03787</td>\\n",\n+       "      <td>0.25328</td>\\n",\n+       "      <td>1.61583</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lithuania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>56</td>\\n",\n+       "      <td>5.833</td>\\n",\n+       "      <td>0.03843</td>\\n",\n+       "      <td>1.14723</td>\\n",\n+       "      <td>1.25745</td>\\n",\n+       "      <td>0.73128</td>\\n",\n+       "      <td>0.21342</td>\\n",\n+       "      <td>0.01031</td>\\n",\n+       "      <td>0.02641</td>\\n",\n+       "      <td>2.44649</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nicaragua</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>57</td>\\n",\n        "      <td>5.828</td>\\n",\n@@ -747,8 +5691,7 @@\n        "      <td>2.32407</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>57</th>\\n",\n-       "      <td>Peru</td>\\n",\n+       "      <th>Peru</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>58</td>\\n",\n        "      <td>5.824</td>\\n",\n@@ -762,8 +5705,91 @@\n        "      <td>2.59450</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>64</th>\\n",\n-       "      <td>Jamaica</td>\\n",\n+       "      <th>Belarus</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>59</td>\\n",\n+       "      <td>5.813</td>\\n",\n+       "      <td>0.03938</td>\\n",\n+       "      <td>1.03192</td>\\n",\n+       "      <td>1.23289</td>\\n",\n+       "      <td>0.73608</td>\\n",\n+       "      <td>0.37938</td>\\n",\n+       "      <td>0.19090</td>\\n",\n+       "      <td>0.11046</td>\\n",\n+       "      <td>2.13090</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Poland</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>60</td>\\n",\n+       "      <td>5.791</td>\\n",\n+       "      <td>0.04263</td>\\n",\n+       "      <td>1.12555</td>\\n",\n+       "      <td>1.27948</td>\\n",\n+       "      <td>0.77903</td>\\n",\n+       "      <td>0.53122</td>\\n",\n+       "      <td>0.04212</td>\\n",\n+       "      <td>0.16759</td>\\n",\n+       "      <td>1.86565</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malaysia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>61</td>\\n",\n+       "      <td>5.770</td>\\n",\n+       "      <td>0.04330</td>\\n",\n+       "      <td>1.12486</td>\\n",\n+       "      <td>1.07023</td>\\n",\n+       "      <td>0.72394</td>\\n",\n+       "      <td>0.53024</td>\\n",\n+       "      <td>0.10501</td>\\n",\n+       "      <td>0.33075</td>\\n",\n+       "      <td>1.88541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Croatia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>62</td>\\n",\n+       "      <td>5.759</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>1.08254</td>\\n",\n+       "      <td>0.79624</td>\\n",\n+       "      <td>0.78805</td>\\n",\n+       "      <td>0.25883</td>\\n",\n+       "      <td>0.02430</td>\\n",\n+       "      <td>0.05444</td>\\n",\n+       "      <td>2.75414</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Libya</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>63</td>\\n",\n+       "      <td>5.754</td>\\n",\n+       "      <td>0.07832</td>\\n",\n+       "      <td>1.13145</td>\\n",\n+       "      <td>1.11862</td>\\n",\n+       "      <td>0.70380</td>\\n",\n+       "      <td>0.41668</td>\\n",\n+       "      <td>0.11023</td>\\n",\n+       "      <td>0.18295</td>\\n",\n+       "      <td>2.09066</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Russia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>64</td>\\n",\n+       "      <td>5.716</td>\\n",\n+       "      <td>0.03135</td>\\n",\n+       "      <td>1.13764</td>\\n",\n+       "      <td>1.23617</td>\\n",\n+       "      <td>0.66926</td>\\n",\n+       "      <td>0.36679</td>\\n",\n+       "      <td>0.03005</td>\\n",\n+       "      <td>0.00199</td>\\n",\n+       "      <td>2.27394</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Jamaica</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>65</td>\\n",\n        "      <td>5.709</td>\\n",\n@@ -777,8 +5803,455 @@\n        "      <td>2.32038</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>97</th>\\n",\n-       "      <td>Dominican Republic</td>\\n",\n+       "      <th>North Cyprus</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>66</td>\\n",\n+       "      <td>5.695</td>\\n",\n+       "      <td>0.05635</td>\\n",\n+       "      <td>1.20806</td>\\n",\n+       "      <td>1.07008</td>\\n",\n+       "      <td>0.92356</td>\\n",\n+       "      <td>0.49027</td>\\n",\n+       "      <td>0.14280</td>\\n",\n+       "      <td>0.26169</td>\\n",\n+       "      <td>1.59888</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cyprus</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>67</td>\\n",\n+       "      <td>5.689</td>\\n",\n+       "      <td>0.05580</td>\\n",\n+       "      <td>1.20813</td>\\n",\n+       "      <td>0.89318</td>\\n",\n+       "      <td>0.92356</td>\\n",\n+       "      <td>0.40672</td>\\n",\n+       "      <td>0.06146</td>\\n",\n+       "      <td>0.30638</td>\\n",\n+       "      <td>1.88931</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Algeria</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>68</td>\\n",\n+       "      <td>5.605</td>\\n",\n+       "      <td>0.05099</td>\\n",\n+       "      <td>0.93929</td>\\n",\n+       "      <td>1.07772</td>\\n",\n+       "      <td>0.61766</td>\\n",\n+       "      <td>0.28579</td>\\n",\n+       "      <td>0.17383</td>\\n",\n+       "      <td>0.07822</td>\\n",\n+       "      <td>2.43209</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kosovo</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>69</td>\\n",\n+       "      <td>5.589</td>\\n",\n+       "      <td>0.05018</td>\\n",\n+       "      <td>0.80148</td>\\n",\n+       "      <td>0.81198</td>\\n",\n+       "      <td>0.63132</td>\\n",\n+       "      <td>0.24749</td>\\n",\n+       "      <td>0.04741</td>\\n",\n+       "      <td>0.28310</td>\\n",\n+       "      <td>2.76579</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkmenistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>70</td>\\n",\n+       "      <td>5.548</td>\\n",\n+       "      <td>0.04175</td>\\n",\n+       "      <td>0.95847</td>\\n",\n+       "      <td>1.22668</td>\\n",\n+       "      <td>0.53886</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>0.30844</td>\\n",\n+       "      <td>0.16979</td>\\n",\n+       "      <td>1.86984</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritius</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>71</td>\\n",\n+       "      <td>5.477</td>\\n",\n+       "      <td>0.07197</td>\\n",\n+       "      <td>1.00761</td>\\n",\n+       "      <td>0.98521</td>\\n",\n+       "      <td>0.70950</td>\\n",\n+       "      <td>0.56066</td>\\n",\n+       "      <td>0.07521</td>\\n",\n+       "      <td>0.37744</td>\\n",\n+       "      <td>1.76145</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hong Kong</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>72</td>\\n",\n+       "      <td>5.474</td>\\n",\n+       "      <td>0.05051</td>\\n",\n+       "      <td>1.38604</td>\\n",\n+       "      <td>1.05818</td>\\n",\n+       "      <td>1.01328</td>\\n",\n+       "      <td>0.59608</td>\\n",\n+       "      <td>0.37124</td>\\n",\n+       "      <td>0.39478</td>\\n",\n+       "      <td>0.65429</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Estonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>73</td>\\n",\n+       "      <td>5.429</td>\\n",\n+       "      <td>0.04013</td>\\n",\n+       "      <td>1.15174</td>\\n",\n+       "      <td>1.22791</td>\\n",\n+       "      <td>0.77361</td>\\n",\n+       "      <td>0.44888</td>\\n",\n+       "      <td>0.15184</td>\\n",\n+       "      <td>0.08680</td>\\n",\n+       "      <td>1.58782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Indonesia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>74</td>\\n",\n+       "      <td>5.399</td>\\n",\n+       "      <td>0.02596</td>\\n",\n+       "      <td>0.82827</td>\\n",\n+       "      <td>1.08708</td>\\n",\n+       "      <td>0.63793</td>\\n",\n+       "      <td>0.46611</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.51535</td>\\n",\n+       "      <td>1.86399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Vietnam</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>75</td>\\n",\n+       "      <td>5.360</td>\\n",\n+       "      <td>0.03107</td>\\n",\n+       "      <td>0.63216</td>\\n",\n+       "      <td>0.91226</td>\\n",\n+       "      <td>0.74676</td>\\n",\n+       "      <td>0.59444</td>\\n",\n+       "      <td>0.10441</td>\\n",\n+       "      <td>0.16860</td>\\n",\n+       "      <td>2.20173</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkey</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>76</td>\\n",\n+       "      <td>5.332</td>\\n",\n+       "      <td>0.03864</td>\\n",\n+       "      <td>1.06098</td>\\n",\n+       "      <td>0.94632</td>\\n",\n+       "      <td>0.73172</td>\\n",\n+       "      <td>0.22815</td>\\n",\n+       "      <td>0.15746</td>\\n",\n+       "      <td>0.12253</td>\\n",\n+       "      <td>2.08528</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kyrgyzstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>77</td>\\n",\n+       "      <td>5.286</td>\\n",\n+       "      <td>0.03823</td>\\n",\n+       "      <td>0.47428</td>\\n",\n+       "      <td>1.15115</td>\\n",\n+       "      <td>0.65088</td>\\n",\n+       "      <td>0.43477</td>\\n",\n+       "      <td>0.04232</td>\\n",\n+       "      <td>0.30030</td>\\n",\n+       "      <td>2.23270</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nigeria</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>78</td>\\n",\n+       "      <td>5.268</td>\\n",\n+       "      <td>0.04192</td>\\n",\n+       "      <td>0.65435</td>\\n",\n+       "      <td>0.90432</td>\\n",\n+       "      <td>0.16007</td>\\n",\n+       "      <td>0.34334</td>\\n",\n+       "      <td>0.04030</td>\\n",\n+       "      <td>0.27233</td>\\n",\n+       "      <td>2.89319</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bhutan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>79</td>\\n",\n+       "      <td>5.253</td>\\n",\n+       "      <td>0.03225</td>\\n",\n+       "      <td>0.77042</td>\\n",\n+       "      <td>1.10395</td>\\n",\n+       "      <td>0.57407</td>\\n",\n+       "      <td>0.53206</td>\\n",\n+       "      <td>0.15445</td>\\n",\n+       "      <td>0.47998</td>\\n",\n+       "      <td>1.63794</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Azerbaijan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>80</td>\\n",\n+       "      <td>5.212</td>\\n",\n+       "      <td>0.03363</td>\\n",\n+       "      <td>1.02389</td>\\n",\n+       "      <td>0.93793</td>\\n",\n+       "      <td>0.64045</td>\\n",\n+       "      <td>0.37030</td>\\n",\n+       "      <td>0.16065</td>\\n",\n+       "      <td>0.07799</td>\\n",\n+       "      <td>2.00073</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Pakistan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>81</td>\\n",\n+       "      <td>5.194</td>\\n",\n+       "      <td>0.03726</td>\\n",\n+       "      <td>0.59543</td>\\n",\n+       "      <td>0.41411</td>\\n",\n+       "      <td>0.51466</td>\\n",\n+       "      <td>0.12102</td>\\n",\n+       "      <td>0.10464</td>\\n",\n+       "      <td>0.33671</td>\\n",\n+       "      <td>3.10709</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Jordan</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.04524</td>\\n",\n+       "      <td>0.90198</td>\\n",\n+       "      <td>1.05392</td>\\n",\n+       "      <td>0.69639</td>\\n",\n+       "      <td>0.40661</td>\\n",\n+       "      <td>0.14293</td>\\n",\n+       "      <td>0.11053</td>\\n",\n+       "      <td>1.87996</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Montenegro</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.05235</td>\\n",\n+       "      <td>0.97438</td>\\n",\n+       "      <td>0.90557</td>\\n",\n+       "      <td>0.72521</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>0.14296</td>\\n",\n+       "      <td>0.16140</td>\\n",\n+       "      <td>2.10017</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>China</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>84</td>\\n",\n+       "      <td>5.140</td>\\n",\n+       "      <td>0.02424</td>\\n",\n+       "      <td>0.89012</td>\\n",\n+       "      <td>0.94675</td>\\n",\n+       "      <td>0.81658</td>\\n",\n+       "      <td>0.51697</td>\\n",\n+       "      <td>0.02781</td>\\n",\n+       "      <td>0.08185</td>\\n",\n+       "      <td>1.86040</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zambia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>85</td>\\n",\n+       "      <td>5.129</td>\\n",\n+       "      <td>0.06988</td>\\n",\n+       "      <td>0.47038</td>\\n",\n+       "      <td>0.91612</td>\\n",\n+       "      <td>0.29924</td>\\n",\n+       "      <td>0.48827</td>\\n",\n+       "      <td>0.12468</td>\\n",\n+       "      <td>0.19591</td>\\n",\n+       "      <td>2.63430</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Romania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>86</td>\\n",\n+       "      <td>5.124</td>\\n",\n+       "      <td>0.06607</td>\\n",\n+       "      <td>1.04345</td>\\n",\n+       "      <td>0.88588</td>\\n",\n+       "      <td>0.76890</td>\\n",\n+       "      <td>0.35068</td>\\n",\n+       "      <td>0.00649</td>\\n",\n+       "      <td>0.13748</td>\\n",\n+       "      <td>1.93129</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Serbia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>87</td>\\n",\n+       "      <td>5.123</td>\\n",\n+       "      <td>0.04864</td>\\n",\n+       "      <td>0.92053</td>\\n",\n+       "      <td>1.00964</td>\\n",\n+       "      <td>0.74836</td>\\n",\n+       "      <td>0.20107</td>\\n",\n+       "      <td>0.02617</td>\\n",\n+       "      <td>0.19231</td>\\n",\n+       "      <td>2.02500</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Portugal</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>88</td>\\n",\n+       "      <td>5.102</td>\\n",\n+       "      <td>0.04802</td>\\n",\n+       "      <td>1.15991</td>\\n",\n+       "      <td>1.13935</td>\\n",\n+       "      <td>0.87519</td>\\n",\n+       "      <td>0.51469</td>\\n",\n+       "      <td>0.01078</td>\\n",\n+       "      <td>0.13719</td>\\n",\n+       "      <td>1.26462</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Latvia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>89</td>\\n",\n+       "      <td>5.098</td>\\n",\n+       "      <td>0.04640</td>\\n",\n+       "      <td>1.11312</td>\\n",\n+       "      <td>1.09562</td>\\n",\n+       "      <td>0.72437</td>\\n",\n+       "      <td>0.29671</td>\\n",\n+       "      <td>0.06332</td>\\n",\n+       "      <td>0.18226</td>\\n",\n+       "      <td>1.62215</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Philippines</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>90</td>\\n",\n+       "      <td>5.073</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.70532</td>\\n",\n+       "      <td>1.03516</td>\\n",\n+       "      <td>0.58114</td>\\n",\n+       "      <td>0.62545</td>\\n",\n+       "      <td>0.12279</td>\\n",\n+       "      <td>0.24991</td>\\n",\n+       "      <td>1.75360</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Somaliland region</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>91</td>\\n",\n+       "      <td>5.057</td>\\n",\n+       "      <td>0.06161</td>\\n",\n+       "      <td>0.18847</td>\\n",\n+       "      <td>0.95152</td>\\n",\n+       "      <td>0.43873</td>\\n",\n+       "      <td>0.46582</td>\\n",\n+       "      <td>0.39928</td>\\n",\n+       "      <td>0.50318</td>\\n",\n+       "      <td>2.11032</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Morocco</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>92</td>\\n",\n+       "      <td>5.013</td>\\n",\n+       "      <td>0.03420</td>\\n",\n+       "      <td>0.73479</td>\\n",\n+       "      <td>0.64095</td>\\n",\n+       "      <td>0.60954</td>\\n",\n+       "      <td>0.41691</td>\\n",\n+       "      <td>0.08546</td>\\n",\n+       "      <td>0.07172</td>\\n",\n+       "      <td>2.45373</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Macedonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>93</td>\\n",\n+       "      <td>5.007</td>\\n",\n+       "      <td>0.05376</td>\\n",\n+       "      <td>0.91851</td>\\n",\n+       "      <td>1.00232</td>\\n",\n+       "      <td>0.73545</td>\\n",\n+       "      <td>0.33457</td>\\n",\n+       "      <td>0.05327</td>\\n",\n+       "      <td>0.22359</td>\\n",\n+       "      <td>1.73933</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mozambique</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>94</td>\\n",\n+       "      <td>4.971</td>\\n",\n+       "      <td>0.07896</td>\\n",\n+       "      <td>0.08308</td>\\n",\n+       "      <td>1.02626</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>0.34037</td>\\n",\n+       "      <td>0.15603</td>\\n",\n+       "      <td>0.22269</td>\\n",\n+       "      <td>3.05137</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Albania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>95</td>\\n",\n+       "      <td>4.959</td>\\n",\n+       "      <td>0.05013</td>\\n",\n+       "      <td>0.87867</td>\\n",\n+       "      <td>0.80434</td>\\n",\n+       "      <td>0.81325</td>\\n",\n+       "      <td>0.35733</td>\\n",\n+       "      <td>0.06413</td>\\n",\n+       "      <td>0.14272</td>\\n",\n+       "      <td>1.89894</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bosnia and Herzegovina</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>96</td>\\n",\n+       "      <td>4.949</td>\\n",\n+       "      <td>0.06913</td>\\n",\n+       "      <td>0.83223</td>\\n",\n+       "      <td>0.91916</td>\\n",\n+       "      <td>0.79081</td>\\n",\n+       "      <td>0.09245</td>\\n",\n+       "      <td>0.00227</td>\\n",\n+       "      <td>0.24808</td>\\n",\n+       "      <td>2.06367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lesotho</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>97</td>\\n",\n+       "      <td>4.898</td>\\n",\n+       "      <td>0.09438</td>\\n",\n+       "      <td>0.37545</td>\\n",\n+       "      <td>1.04103</td>\\n",\n+       "      <td>0.07612</td>\\n",\n+       "      <td>0.31767</td>\\n",\n+       "      <td>0.12504</td>\\n",\n+       "      <td>0.16388</td>\\n",\n+       "      <td>2.79832</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Dominican Republic</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>98</td>\\n",\n        "      <td>4.885</td>\\n",\n@@ -792,8 +6265,91 @@\n        "      <td>1.21305</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>104</th>\\n",\n-       "      <td>Honduras</td>\\n",\n+       "      <th>Laos</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>99</td>\\n",\n+       "      <td>4.876</td>\\n",\n+       "      <td>0.06698</td>\\n",\n+       "      <td>0.59066</td>\\n",\n+       "      <td>0.73803</td>\\n",\n+       "      <td>0.54909</td>\\n",\n+       "      <td>0.59591</td>\\n",\n+       "      <td>0.24249</td>\\n",\n+       "      <td>0.42192</td>\\n",\n+       "      <td>1.73799</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mongolia</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>100</td>\\n",\n+       "      <td>4.874</td>\\n",\n+       "      <td>0.03313</td>\\n",\n+       "      <td>0.82819</td>\\n",\n+       "      <td>1.30060</td>\\n",\n+       "      <td>0.60268</td>\\n",\n+       "      <td>0.43626</td>\\n",\n+       "      <td>0.02666</td>\\n",\n+       "      <td>0.33230</td>\\n",\n+       "      <td>1.34759</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Swaziland</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>101</td>\\n",\n+       "      <td>4.867</td>\\n",\n+       "      <td>0.08742</td>\\n",\n+       "      <td>0.71206</td>\\n",\n+       "      <td>1.07284</td>\\n",\n+       "      <td>0.07566</td>\\n",\n+       "      <td>0.30658</td>\\n",\n+       "      <td>0.03060</td>\\n",\n+       "      <td>0.18259</td>\\n",\n+       "      <td>2.48676</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Greece</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>102</td>\\n",\n+       "      <td>4.857</td>\\n",\n+       "      <td>0.05062</td>\\n",\n+       "      <td>1.15406</td>\\n",\n+       "      <td>0.92933</td>\\n",\n+       "      <td>0.88213</td>\\n",\n+       "      <td>0.07699</td>\\n",\n+       "      <td>0.01397</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.80101</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lebanon</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>103</td>\\n",\n+       "      <td>4.839</td>\\n",\n+       "      <td>0.04337</td>\\n",\n+       "      <td>1.02564</td>\\n",\n+       "      <td>0.80001</td>\\n",\n+       "      <td>0.83947</td>\\n",\n+       "      <td>0.33916</td>\\n",\n+       "      <td>0.04582</td>\\n",\n+       "      <td>0.21854</td>\\n",\n+       "      <td>1.57059</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hungary</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>104</td>\\n",\n+       "      <td>4.800</td>\\n",\n+       "      <td>0.06107</td>\\n",\n+       "      <td>1.12094</td>\\n",\n+       "      <td>1.20215</td>\\n",\n+       "      <td>0.75905</td>\\n",\n+       "      <td>0.32112</td>\\n",\n+       "      <td>0.02758</td>\\n",\n+       "      <td>0.12800</td>\\n",\n+       "      <td>1.24074</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Honduras</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>105</td>\\n",\n        "      <td>4.788</td>\\n",\n@@ -807,8 +6363,189 @@\n        "      <td>1.84408</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>118</th>\\n",\n-       "      <td>Haiti</td>\\n",\n+       "      <th>Tajikistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>106</td>\\n",\n+       "      <td>4.786</td>\\n",\n+       "      <td>0.03198</td>\\n",\n+       "      <td>0.39047</td>\\n",\n+       "      <td>0.85563</td>\\n",\n+       "      <td>0.57379</td>\\n",\n+       "      <td>0.47216</td>\\n",\n+       "      <td>0.15072</td>\\n",\n+       "      <td>0.22974</td>\\n",\n+       "      <td>2.11399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tunisia</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>107</td>\\n",\n+       "      <td>4.739</td>\\n",\n+       "      <td>0.03589</td>\\n",\n+       "      <td>0.88113</td>\\n",\n+       "      <td>0.60429</td>\\n",\n+       "      <td>0.73793</td>\\n",\n+       "      <td>0.26268</td>\\n",\n+       "      <td>0.06358</td>\\n",\n+       "      <td>0.06431</td>\\n",\n+       "      <td>2.12466</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Palestinian Territories</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>108</td>\\n",\n+       "      <td>4.715</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>0.59867</td>\\n",\n+       "      <td>0.92558</td>\\n",\n+       "      <td>0.66015</td>\\n",\n+       "      <td>0.24499</td>\\n",\n+       "      <td>0.12905</td>\\n",\n+       "      <td>0.11251</td>\\n",\n+       "      <td>2.04384</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bangladesh</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>109</td>\\n",\n+       "      <td>4.694</td>\\n",\n+       "      <td>0.03077</td>\\n",\n+       "      <td>0.39753</td>\\n",\n+       "      <td>0.43106</td>\\n",\n+       "      <td>0.60164</td>\\n",\n+       "      <td>0.40820</td>\\n",\n+       "      <td>0.12569</td>\\n",\n+       "      <td>0.21222</td>\\n",\n+       "      <td>2.51767</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Iran</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>110</td>\\n",\n+       "      <td>4.686</td>\\n",\n+       "      <td>0.04449</td>\\n",\n+       "      <td>1.00880</td>\\n",\n+       "      <td>0.54447</td>\\n",\n+       "      <td>0.69805</td>\\n",\n+       "      <td>0.30033</td>\\n",\n+       "      <td>0.05863</td>\\n",\n+       "      <td>0.38086</td>\\n",\n+       "      <td>1.69440</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ukraine</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>111</td>\\n",\n+       "      <td>4.681</td>\\n",\n+       "      <td>0.04412</td>\\n",\n+       "      <td>0.79907</td>\\n",\n+       "      <td>1.20278</td>\\n",\n+       "      <td>0.67390</td>\\n",\n+       "      <td>0.25123</td>\\n",\n+       "      <td>0.02961</td>\\n",\n+       "      <td>0.15275</td>\\n",\n+       "      <td>1.57140</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Iraq</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>112</td>\\n",\n+       "      <td>4.677</td>\\n",\n+       "      <td>0.05232</td>\\n",\n+       "      <td>0.98549</td>\\n",\n+       "      <td>0.81889</td>\\n",\n+       "      <td>0.60237</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.13788</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>1.95335</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Africa</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>113</td>\\n",\n+       "      <td>4.642</td>\\n",\n+       "      <td>0.04585</td>\\n",\n+       "      <td>0.92049</td>\\n",\n+       "      <td>1.18468</td>\\n",\n+       "      <td>0.27688</td>\\n",\n+       "      <td>0.33207</td>\\n",\n+       "      <td>0.08884</td>\\n",\n+       "      <td>0.11973</td>\\n",\n+       "      <td>1.71956</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ghana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>114</td>\\n",\n+       "      <td>4.633</td>\\n",\n+       "      <td>0.04742</td>\\n",\n+       "      <td>0.54558</td>\\n",\n+       "      <td>0.67954</td>\\n",\n+       "      <td>0.40132</td>\\n",\n+       "      <td>0.42342</td>\\n",\n+       "      <td>0.04355</td>\\n",\n+       "      <td>0.23087</td>\\n",\n+       "      <td>2.30919</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zimbabwe</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>115</td>\\n",\n+       "      <td>4.610</td>\\n",\n+       "      <td>0.04290</td>\\n",\n+       "      <td>0.27100</td>\\n",\n+       "      <td>1.03276</td>\\n",\n+       "      <td>0.33475</td>\\n",\n+       "      <td>0.25861</td>\\n",\n+       "      <td>0.08079</td>\\n",\n+       "      <td>0.18987</td>\\n",\n+       "      <td>2.44191</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Liberia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>116</td>\\n",\n+       "      <td>4.571</td>\\n",\n+       "      <td>0.11068</td>\\n",\n+       "      <td>0.07120</td>\\n",\n+       "      <td>0.78968</td>\\n",\n+       "      <td>0.34201</td>\\n",\n+       "      <td>0.28531</td>\\n",\n+       "      <td>0.06232</td>\\n",\n+       "      <td>0.24362</td>\\n",\n+       "      <td>2.77729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>India</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>117</td>\\n",\n+       "      <td>4.565</td>\\n",\n+       "      <td>0.02043</td>\\n",\n+       "      <td>0.64499</td>\\n",\n+       "      <td>0.38174</td>\\n",\n+       "      <td>0.51529</td>\\n",\n+       "      <td>0.39786</td>\\n",\n+       "      <td>0.08492</td>\\n",\n+       "      <td>0.26475</td>\\n",\n+       "      <td>2.27513</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sudan</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>118</td>\\n",\n+       "      <td>4.550</td>\\n",\n+       "      <td>0.06740</td>\\n",\n+       "      <td>0.52107</td>\\n",\n+       "      <td>1.01404</td>\\n",\n+       "      <td>0.36878</td>\\n",\n+       "      <td>0.10081</td>\\n",\n+       "      <td>0.14660</td>\\n",\n+       "      <td>0.19062</td>\\n",\n+       "      <td>2.20857</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Haiti</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>119</td>\\n",\n        "      <td>4.518</td>\\n",\n@@ -821,117 +6558,1555 @@\n        "      <td>0.46187</td>\\n",\n        "      <td>2.24173</td>\\n",\n        "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Kinshasa)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>120</td>\\n",\n+       "      <td>4.517</td>\\n",\n+       "      <td>0.03680</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.00120</td>\\n",\n+       "      <td>0.09806</td>\\n",\n+       "      <td>0.22605</td>\\n",\n+       "      <td>0.07625</td>\\n",\n+       "      <td>0.24834</td>\\n",\n+       "      <td>2.86712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nepal</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>121</td>\\n",\n+       "      <td>4.514</td>\\n",\n+       "      <td>0.03607</td>\\n",\n+       "      <td>0.35997</td>\\n",\n+       "      <td>0.86449</td>\\n",\n+       "      <td>0.56874</td>\\n",\n+       "      <td>0.38282</td>\\n",\n+       "      <td>0.05907</td>\\n",\n+       "      <td>0.32296</td>\\n",\n+       "      <td>1.95637</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ethiopia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>122</td>\\n",\n+       "      <td>4.512</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>0.19073</td>\\n",\n+       "      <td>0.60406</td>\\n",\n+       "      <td>0.44055</td>\\n",\n+       "      <td>0.43450</td>\\n",\n+       "      <td>0.15048</td>\\n",\n+       "      <td>0.24325</td>\\n",\n+       "      <td>2.44876</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sierra Leone</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>123</td>\\n",\n+       "      <td>4.507</td>\\n",\n+       "      <td>0.07068</td>\\n",\n+       "      <td>0.33024</td>\\n",\n+       "      <td>0.95571</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.40840</td>\\n",\n+       "      <td>0.08786</td>\\n",\n+       "      <td>0.21488</td>\\n",\n+       "      <td>2.51009</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>124</td>\\n",\n+       "      <td>4.436</td>\\n",\n+       "      <td>0.03947</td>\\n",\n+       "      <td>0.45407</td>\\n",\n+       "      <td>0.86908</td>\\n",\n+       "      <td>0.35874</td>\\n",\n+       "      <td>0.24232</td>\\n",\n+       "      <td>0.17461</td>\\n",\n+       "      <td>0.21900</td>\\n",\n+       "      <td>2.11773</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kenya</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>125</td>\\n",\n+       "      <td>4.419</td>\\n",\n+       "      <td>0.04734</td>\\n",\n+       "      <td>0.36471</td>\\n",\n+       "      <td>0.99876</td>\\n",\n+       "      <td>0.41435</td>\\n",\n+       "      <td>0.42215</td>\\n",\n+       "      <td>0.05839</td>\\n",\n+       "      <td>0.37542</td>\\n",\n+       "      <td>1.78555</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Djibouti</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>126</td>\\n",\n+       "      <td>4.369</td>\\n",\n+       "      <td>0.08096</td>\\n",\n+       "      <td>0.44025</td>\\n",\n+       "      <td>0.59207</td>\\n",\n+       "      <td>0.36291</td>\\n",\n+       "      <td>0.46074</td>\\n",\n+       "      <td>0.28105</td>\\n",\n+       "      <td>0.18093</td>\\n",\n+       "      <td>2.05125</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Armenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>127</td>\\n",\n+       "      <td>4.350</td>\\n",\n+       "      <td>0.04763</td>\\n",\n+       "      <td>0.76821</td>\\n",\n+       "      <td>0.77711</td>\\n",\n+       "      <td>0.72990</td>\\n",\n+       "      <td>0.19847</td>\\n",\n+       "      <td>0.03900</td>\\n",\n+       "      <td>0.07855</td>\\n",\n+       "      <td>1.75873</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Botswana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>128</td>\\n",\n+       "      <td>4.332</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.99355</td>\\n",\n+       "      <td>1.10464</td>\\n",\n+       "      <td>0.04776</td>\\n",\n+       "      <td>0.49495</td>\\n",\n+       "      <td>0.12474</td>\\n",\n+       "      <td>0.10461</td>\\n",\n+       "      <td>1.46181</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Myanmar</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>129</td>\\n",\n+       "      <td>4.307</td>\\n",\n+       "      <td>0.04351</td>\\n",\n+       "      <td>0.27108</td>\\n",\n+       "      <td>0.70905</td>\\n",\n+       "      <td>0.48246</td>\\n",\n+       "      <td>0.44017</td>\\n",\n+       "      <td>0.19034</td>\\n",\n+       "      <td>0.79588</td>\\n",\n+       "      <td>1.41805</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Georgia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>130</td>\\n",\n+       "      <td>4.297</td>\\n",\n+       "      <td>0.04221</td>\\n",\n+       "      <td>0.74190</td>\\n",\n+       "      <td>0.38562</td>\\n",\n+       "      <td>0.72926</td>\\n",\n+       "      <td>0.40577</td>\\n",\n+       "      <td>0.38331</td>\\n",\n+       "      <td>0.05547</td>\\n",\n+       "      <td>1.59541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malawi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>131</td>\\n",\n+       "      <td>4.292</td>\\n",\n+       "      <td>0.06130</td>\\n",\n+       "      <td>0.01604</td>\\n",\n+       "      <td>0.41134</td>\\n",\n+       "      <td>0.22562</td>\\n",\n+       "      <td>0.43054</td>\\n",\n+       "      <td>0.06977</td>\\n",\n+       "      <td>0.33128</td>\\n",\n+       "      <td>2.80791</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sri Lanka</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>132</td>\\n",\n+       "      <td>4.271</td>\\n",\n+       "      <td>0.03751</td>\\n",\n+       "      <td>0.83524</td>\\n",\n+       "      <td>1.01905</td>\\n",\n+       "      <td>0.70806</td>\\n",\n+       "      <td>0.53726</td>\\n",\n+       "      <td>0.09179</td>\\n",\n+       "      <td>0.40828</td>\\n",\n+       "      <td>0.67108</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cameroon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>133</td>\\n",\n+       "      <td>4.252</td>\\n",\n+       "      <td>0.04678</td>\\n",\n+       "      <td>0.42250</td>\\n",\n+       "      <td>0.88767</td>\\n",\n+       "      <td>0.23402</td>\\n",\n+       "      <td>0.49309</td>\\n",\n+       "      <td>0.05786</td>\\n",\n+       "      <td>0.20618</td>\\n",\n+       "      <td>1.95071</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bulgaria</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>134</td>\\n",\n+       "      <td>4.218</td>\\n",\n+       "      <td>0.04828</td>\\n",\n+       "      <td>1.01216</td>\\n",\n+       "      <td>1.10614</td>\\n",\n+       "      <td>0.76649</td>\\n",\n+       "      <td>0.30587</td>\\n",\n+       "      <td>0.00872</td>\\n",\n+       "      <td>0.11921</td>\\n",\n+       "      <td>0.89991</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Egypt</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>135</td>\\n",\n+       "      <td>4.194</td>\\n",\n+       "      <td>0.03260</td>\\n",\n+       "      <td>0.88180</td>\\n",\n+       "      <td>0.74700</td>\\n",\n+       "      <td>0.61712</td>\\n",\n+       "      <td>0.17288</td>\\n",\n+       "      <td>0.06324</td>\\n",\n+       "      <td>0.11291</td>\\n",\n+       "      <td>1.59927</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Yemen</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>136</td>\\n",\n+       "      <td>4.077</td>\\n",\n+       "      <td>0.04367</td>\\n",\n+       "      <td>0.54649</td>\\n",\n+       "      <td>0.68093</td>\\n",\n+       "      <td>0.40064</td>\\n",\n+       "      <td>0.35571</td>\\n",\n+       "      <td>0.07854</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>1.92313</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Angola</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>137</td>\\n",\n+       "      <td>4.033</td>\\n",\n+       "      <td>0.04758</td>\\n",\n+       "      <td>0.75778</td>\\n",\n+       "      <td>0.86040</td>\\n",\n+       "      <td>0.16683</td>\\n",\n+       "      <td>0.10384</td>\\n",\n+       "      <td>0.07122</td>\\n",\n+       "      <td>0.12344</td>\\n",\n+       "      <td>1.94939</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mali</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>138</td>\\n",\n+       "      <td>3.995</td>\\n",\n+       "      <td>0.05602</td>\\n",\n+       "      <td>0.26074</td>\\n",\n+       "      <td>1.03526</td>\\n",\n+       "      <td>0.20583</td>\\n",\n+       "      <td>0.38857</td>\\n",\n+       "      <td>0.12352</td>\\n",\n+       "      <td>0.18798</td>\\n",\n+       "      <td>1.79293</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Brazzaville)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>139</td>\\n",\n+       "      <td>3.989</td>\\n",\n+       "      <td>0.06682</td>\\n",\n+       "      <td>0.67866</td>\\n",\n+       "      <td>0.66290</td>\\n",\n+       "      <td>0.31051</td>\\n",\n+       "      <td>0.41466</td>\\n",\n+       "      <td>0.11686</td>\\n",\n+       "      <td>0.12388</td>\\n",\n+       "      <td>1.68135</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Comoros</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>140</td>\\n",\n+       "      <td>3.956</td>\\n",\n+       "      <td>0.04797</td>\\n",\n+       "      <td>0.23906</td>\\n",\n+       "      <td>0.79273</td>\\n",\n+       "      <td>0.36315</td>\\n",\n+       "      <td>0.22917</td>\\n",\n+       "      <td>0.19900</td>\\n",\n+       "      <td>0.17441</td>\\n",\n+       "      <td>1.95812</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uganda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>141</td>\\n",\n+       "      <td>3.931</td>\\n",\n+       "      <td>0.04317</td>\\n",\n+       "      <td>0.21102</td>\\n",\n+       "      <td>1.13299</td>\\n",\n+       "      <td>0.33861</td>\\n",\n+       "      <td>0.45727</td>\\n",\n+       "      <td>0.07267</td>\\n",\n+       "      <td>0.29066</td>\\n",\n+       "      <td>1.42766</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Senegal</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>142</td>\\n",\n+       "      <td>3.904</td>\\n",\n+       "      <td>0.03608</td>\\n",\n+       "      <td>0.36498</td>\\n",\n+       "      <td>0.97619</td>\\n",\n+       "      <td>0.43540</td>\\n",\n+       "      <td>0.36772</td>\\n",\n+       "      <td>0.10713</td>\\n",\n+       "      <td>0.20843</td>\\n",\n+       "      <td>1.44395</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Gabon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>143</td>\\n",\n+       "      <td>3.896</td>\\n",\n+       "      <td>0.04547</td>\\n",\n+       "      <td>1.06024</td>\\n",\n+       "      <td>0.90528</td>\\n",\n+       "      <td>0.43372</td>\\n",\n+       "      <td>0.31914</td>\\n",\n+       "      <td>0.11091</td>\\n",\n+       "      <td>0.06822</td>\\n",\n+       "      <td>0.99895</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Niger</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>144</td>\\n",\n+       "      <td>3.845</td>\\n",\n+       "      <td>0.03602</td>\\n",\n+       "      <td>0.06940</td>\\n",\n+       "      <td>0.77265</td>\\n",\n+       "      <td>0.29707</td>\\n",\n+       "      <td>0.47692</td>\\n",\n+       "      <td>0.15639</td>\\n",\n+       "      <td>0.19387</td>\\n",\n+       "      <td>1.87877</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cambodia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>145</td>\\n",\n+       "      <td>3.819</td>\\n",\n+       "      <td>0.05069</td>\\n",\n+       "      <td>0.46038</td>\\n",\n+       "      <td>0.62736</td>\\n",\n+       "      <td>0.61114</td>\\n",\n+       "      <td>0.66246</td>\\n",\n+       "      <td>0.07247</td>\\n",\n+       "      <td>0.40359</td>\\n",\n+       "      <td>0.98195</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tanzania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>146</td>\\n",\n+       "      <td>3.781</td>\\n",\n+       "      <td>0.05061</td>\\n",\n+       "      <td>0.28520</td>\\n",\n+       "      <td>1.00268</td>\\n",\n+       "      <td>0.38215</td>\\n",\n+       "      <td>0.32878</td>\\n",\n+       "      <td>0.05747</td>\\n",\n+       "      <td>0.34377</td>\\n",\n+       "      <td>1.38079</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Madagascar</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>147</td>\\n",\n+       "      <td>3.681</td>\\n",\n+       "      <td>0.03633</td>\\n",\n+       "      <td>0.20824</td>\\n",\n+       "      <td>0.66801</td>\\n",\n+       "      <td>0.46721</td>\\n",\n+       "      <td>0.19184</td>\\n",\n+       "      <td>0.08124</td>\\n",\n+       "      <td>0.21333</td>\\n",\n+       "      <td>1.85100</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Central African Republic</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>148</td>\\n",\n+       "      <td>3.678</td>\\n",\n+       "      <td>0.06112</td>\\n",\n+       "      <td>0.07850</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.06699</td>\\n",\n+       "      <td>0.48879</td>\\n",\n+       "      <td>0.08289</td>\\n",\n+       "      <td>0.23835</td>\\n",\n+       "      <td>2.72230</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chad</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>149</td>\\n",\n+       "      <td>3.667</td>\\n",\n+       "      <td>0.03830</td>\\n",\n+       "      <td>0.34193</td>\\n",\n+       "      <td>0.76062</td>\\n",\n+       "      <td>0.15010</td>\\n",\n+       "      <td>0.23501</td>\\n",\n+       "      <td>0.05269</td>\\n",\n+       "      <td>0.18386</td>\\n",\n+       "      <td>1.94296</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Guinea</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>150</td>\\n",\n+       "      <td>3.656</td>\\n",\n+       "      <td>0.03590</td>\\n",\n+       "      <td>0.17417</td>\\n",\n+       "      <td>0.46475</td>\\n",\n+       "      <td>0.24009</td>\\n",\n+       "      <td>0.37725</td>\\n",\n+       "      <td>0.12139</td>\\n",\n+       "      <td>0.28657</td>\\n",\n+       "      <td>1.99172</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ivory Coast</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>151</td>\\n",\n+       "      <td>3.655</td>\\n",\n+       "      <td>0.05141</td>\\n",\n+       "      <td>0.46534</td>\\n",\n+       "      <td>0.77115</td>\\n",\n+       "      <td>0.15185</td>\\n",\n+       "      <td>0.46866</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>0.20165</td>\\n",\n+       "      <td>1.41723</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burkina Faso</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>152</td>\\n",\n+       "      <td>3.587</td>\\n",\n+       "      <td>0.04324</td>\\n",\n+       "      <td>0.25812</td>\\n",\n+       "      <td>0.85188</td>\\n",\n+       "      <td>0.27125</td>\\n",\n+       "      <td>0.39493</td>\\n",\n+       "      <td>0.12832</td>\\n",\n+       "      <td>0.21747</td>\\n",\n+       "      <td>1.46494</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Afghanistan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>153</td>\\n",\n+       "      <td>3.575</td>\\n",\n+       "      <td>0.03084</td>\\n",\n+       "      <td>0.31982</td>\\n",\n+       "      <td>0.30285</td>\\n",\n+       "      <td>0.30335</td>\\n",\n+       "      <td>0.23414</td>\\n",\n+       "      <td>0.09719</td>\\n",\n+       "      <td>0.36510</td>\\n",\n+       "      <td>1.95210</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Rwanda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>154</td>\\n",\n+       "      <td>3.465</td>\\n",\n+       "      <td>0.03464</td>\\n",\n+       "      <td>0.22208</td>\\n",\n+       "      <td>0.77370</td>\\n",\n+       "      <td>0.42864</td>\\n",\n+       "      <td>0.59201</td>\\n",\n+       "      <td>0.55191</td>\\n",\n+       "      <td>0.22628</td>\\n",\n+       "      <td>0.67042</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Benin</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>155</td>\\n",\n+       "      <td>3.340</td>\\n",\n+       "      <td>0.03656</td>\\n",\n+       "      <td>0.28665</td>\\n",\n+       "      <td>0.35386</td>\\n",\n+       "      <td>0.31910</td>\\n",\n+       "      <td>0.48450</td>\\n",\n+       "      <td>0.08010</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>1.63328</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Syria</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>156</td>\\n",\n+       "      <td>3.006</td>\\n",\n+       "      <td>0.05015</td>\\n",\n+       "      <td>0.66320</td>\\n",\n+       "      <td>0.47489</td>\\n",\n+       "      <td>0.72193</td>\\n",\n+       "      <td>0.15684</td>\\n",\n+       "      <td>0.18906</td>\\n",\n+       "      <td>0.47179</td>\\n",\n+       "      <td>0.32858</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burundi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>157</td>\\n",\n+       "      <td>2.905</td>\\n",\n+       "      <td>0.08658</td>\\n",\n+       "      <td>0.01530</td>\\n",\n+       "      <td>0.41587</td>\\n",\n+       "      <td>0.22396</td>\\n",\n+       "      <td>0.11850</td>\\n",\n+       "      <td>0.10062</td>\\n",\n+       "      <td>0.19727</td>\\n",\n+       "      <td>1.83302</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Togo</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>158</td>\\n",\n+       "      <td>2.839</td>\\n",\n+       "      <td>0.06727</td>\\n",\n+       "      <td>0.20868</td>\\n",\n+       "      <td>0.13995</td>\\n",\n+       "      <td>0.28443</td>\\n",\n+       "      <td>0.36453</td>\\n",\n+       "      <td>0.10731</td>\\n",\n+       "      <td>0.16681</td>\\n",\n+       "      <td>1.56726</td>\\n",\n+       "    </tr>\\n",\n        "  </tbody>\\n",\n        "</table>\\n",\n        "</div>"\n       ],\n       "text/plain": [\n-       "                 Country                       Region  Happiness Rank  \\\\\\n",\n-       "11            Costa Rica  Latin America and Caribbean              12   \\n",\n-       "13                Mexico  Latin America and Caribbean              14   \\n",\n-       "15                Brazil  Latin America and Caribbean              16   \\n",\n-       "22             Venezuela  Latin America and Caribbean              23   \\n",\n-       "24                Panama  Latin America and Caribbean              25   \\n",\n-       "26                 Chile  Latin America and Caribbean              27   \\n",\n-       "29             Argentina  Latin America and Caribbean              30   \\n",\n-       "31               Uruguay  Latin America and Caribbean              32   \\n",\n-       "32              Colombia  Latin America and Caribbean              33   \\n",\n-       "39              Suriname  Latin America and Caribbean              40   \\n",\n-       "40   Trinidad and Tobago  Latin America and Caribbean              41   \\n",\n-       "41           El Salvador  Latin America and Caribbean              42   \\n",\n-       "42             Guatemala  Latin America and Caribbean              43   \\n",\n-       "47               Ecuador  Latin America and Caribbean              48   \\n",\n-       "50               Bolivia  Latin America and Caribbean              51   \\n",\n-       "52              Paraguay  Latin America and Caribbean              53   \\n",\n-       "56             Nicaragua  Latin America and Caribbean              57   \\n",\n-       "57                  Peru  Latin America and Caribbean              58   \\n",\n-       "64               Jamaica  Latin America and Caribbean              65   \\n",\n-       "97    Dominican Republic  Latin America and Caribbean              98   \\n",\n-       "104             Honduras  Latin America and Caribbean             105   \\n",\n-       "118                Haiti  Latin America and Caribbean             119   \\n",\n+       "                                                   Region  Happiness Rank  \\\\\\n",\n+       "Country                                                                     \\n",\n+       "Switzerland                                Western Europe               1   \\n",\n+       "Iceland                                    Western Europe               2   \\n",\n+       "Denmark                                    Western Europe               3   \\n",\n+       "Norway                                     Western Europe               4   \\n",\n+       "Canada                                      North America               5   \\n",\n+       "Finland                                    Western Europe               6   \\n",\n+       "Netherlands                                Western Europe               7   \\n",\n+       "Sweden                                     Western Europe               8   \\n",\n+       "New Zealand                     Australia and New Zealand               9   \\n",\n+       "Australia                       Australia and New Zealand              10   \\n",\n+       "Israel                    Middle East and Northern Africa              11   \\n",\n+       "Costa Rica                    Latin America and Caribbean              12   \\n",\n+       "Austria                                    Western Europe              13   \\n",\n+       "Mexico                        Latin America and Caribbean              14   \\n",\n+       "United States                               North America              15   \\n",\n+       "Brazil                        Latin America and Caribbean              16   \\n",\n+       "Luxembourg                                 Western Europe              17   \\n",\n+       "Ireland                                    Western Europe              18   \\n",\n+       "Belgium                                    Western Europe              19   \\n",\n+       "United Arab Emirates      Middle East and Northern Africa              20   \\n",\n+       "United Kingdom                             Western Europe              21   \\n",\n+       "Oman                      Middle East and Northern Africa              22   \\n",\n+       "Venezuela                     Latin America and Caribbean              23   \\n",\n+       "Singapore                               Southeastern Asia              24   \\n",\n+       "Panama                        Latin America and Caribbean              25   \\n",\n+       "Germany                                    Western Europe              26   \\n",\n+       "Chile                         Latin America and Caribbean              27   \\n",\n+       "Qatar                     Middle East and Northern Africa              28   \\n",\n+       "France                                     Western Europe              29   \\n",\n+       "Argentina                     Latin America and Caribbean              30   \\n",\n+       "Czech Republic                 Central and Eastern Europe              31   \\n",\n+       "Uruguay                       Latin America and Caribbean              32   \\n",\n+       "Colombia                      Latin America and Caribbean              33   \\n",\n+       "Thailand                                Southeastern Asia              34   \\n",\n+       "Saudi Arabia              Middle East and Northern Africa              35   \\n",\n+       "Spain                                      Western Europe              36   \\n",\n+       "Malta                                      Western Europe              37   \\n",\n+       "Taiwan                                       Eastern Asia              38   \\n",\n+       "Kuwait                    Middle East and Northern Africa              39   \\n",\n+       "Suriname                      Latin America and Caribbean              40   \\n",\n+       "Trinidad and Tobago           Latin America and Caribbean              41   \\n",\n+       "El Salvador                   Latin America and Caribbean              42   \\n",\n+       "Guatemala                     Latin America and Caribbean              43   \\n",\n+       "Uzbekistan                     Central and Eastern Europe              44   \\n",\n+       "Slovakia                       Central and Eastern Europe              45   \\n",\n+       "Japan                                        Eastern Asia              46   \\n",\n+       "South Korea                                  Eastern Asia              47   \\n",\n+       "Ecuador                       Latin America and Caribbean              48   \\n",\n+       "Bahrain                   Middle East and Northern Africa              49   \\n",\n+       "Italy                                      Western Europe              50   \\n",\n+       "Bolivia                       Latin America and Caribbean              51   \\n",\n+       "Moldova                        Central and Eastern Europe              52   \\n",\n+       "Paraguay                      Latin America and Caribbean              53   \\n",\n+       "Kazakhstan                     Central and Eastern Europe              54   \\n",\n+       "Slovenia                       Central and Eastern Europe              55   \\n",\n+       "Lithuania                      Central and Eastern Europe              56   \\n",\n+       "Nicaragua                     Latin America and Caribbean              57   \\n",\n+       "Peru                          Latin America and Caribbean              58   \\n",\n+       "Belarus                        Central and Eastern Europe              59   \\n",\n+       "Poland                         Central and Eastern Europe              60   \\n",\n+       "Malaysia                                Southeastern Asia              61   \\n",\n+       "Croatia                        Central and Eastern Europe              62   \\n",\n+       "Libya                     Middle East and Northern Africa              63   \\n",\n+       "Russia                         Central and Eastern Europe              64   \\n",\n+       "Jamaica                       Latin America and Caribbean              65   \\n",\n+       "North Cyprus                               Western Europe              66   \\n",\n+       "Cyprus                                     Western Europe              67   \\n",\n+       "Algeria                   Middle East and Northern Africa              68   \\n",\n+       "Kosovo                         Central and Eastern Europe              69   \\n",\n+       "Turkmenistan                   Central and Eastern Europe              70   \\n",\n+       "Mauritius                              Sub-Saharan Africa              71   \\n",\n+       "Hong Kong                                    Eastern Asia              72   \\n",\n+       "Estonia                        Central and Eastern Europe              73   \\n",\n+       "Indonesia                               Southeastern Asia              74   \\n",\n+       "Vietnam                                 Southeastern Asia              75   \\n",\n+       "Turkey                    Middle East and Northern Africa              76   \\n",\n+       "Kyrgyzstan                     Central and Eastern Europe              77   \\n",\n+       "Nigeria                                Sub-Saharan Africa              78   \\n",\n+       "Bhutan                                      Southern Asia              79   \\n",\n+       "Azerbaijan                     Central and Eastern Europe              80   \\n",\n+       "Pakistan                                    Southern Asia              81   \\n",\n+       "Jordan                    Middle East and Northern Africa              82   \\n",\n+       "Montenegro                     Central and Eastern Europe              82   \\n",\n+       "China                                        Eastern Asia              84   \\n",\n+       "Zambia                                 Sub-Saharan Africa              85   \\n",\n+       "Romania                        Central and Eastern Europe              86   \\n",\n+       "Serbia                         Central and Eastern Europe              87   \\n",\n+       "Portugal                                   Western Europe              88   \\n",\n+       "Latvia                         Central and Eastern Europe              89   \\n",\n+       "Philippines                             Southeastern Asia              90   \\n",\n+       "Somaliland region                      Sub-Saharan Africa              91   \\n",\n+       "Morocco                   Middle East and Northern Africa              92   \\n",\n+       "Macedonia                      Central and Eastern Europe              93   \\n",\n+       "Mozambique                             Sub-Saharan Africa              94   \\n",\n+       "Albania                        Central and Eastern Europe              95   \\n",\n+       "Bosnia and Herzegovina         Central and Eastern Europe              96   \\n",\n+       "Lesotho                                Sub-Saharan Africa              97   \\n",\n+       "Dominican Republic            Latin America and Caribbean              98   \\n",\n+       "Laos                                    Southeastern Asia              99   \\n",\n+       "Mongolia                                     Eastern Asia             100   \\n",\n+       "Swaziland                              Sub-Saharan Africa             101   \\n",\n+       "Greece                                     Western Europe             102   \\n",\n+       "Lebanon                   Middle East and Northern Africa             103   \\n",\n+       "Hungary                        Central and Eastern Europe             104   \\n",\n+       "Honduras                      Latin America and Caribbean             105   \\n",\n+       "Tajikistan                     Central and Eastern Europe             106   \\n",\n+       "Tunisia                   Middle East and Northern Africa             107   \\n",\n+       "Palestinian Territories   Middle East and Northern Africa             108   \\n",\n+       "Bangladesh                                  Southern Asia             109   \\n",\n+       "Iran                      Middle East and Northern Africa             110   \\n",\n+       "Ukraine                        Central and Eastern Europe             111   \\n",\n+       "Iraq                      Middle East and Northern Africa             112   \\n",\n+       "South Africa                           Sub-Saharan Africa             113   \\n",\n+       "Ghana                                  Sub-Saharan Africa             114   \\n",\n+       "Zimbabwe                               Sub-Saharan Africa             115   \\n",\n+       "Liberia                                Sub-Saharan Africa             116   \\n",\n+       "India                                       Southern Asia             117   \\n",\n+       "Sudan                                  Sub-Saharan Africa             118   \\n",\n+       "Haiti                         Latin America and Caribbean             119   \\n",\n+       "Congo (Kinshasa)                       Sub-Saharan Africa             120   \\n",\n+       "Nepal                                       Southern Asia             121   \\n",\n+       "Ethiopia                               Sub-Saharan Africa             122   \\n",\n+       "Sierra Leone                           Sub-Saharan Africa             123   \\n",\n+       "Mauritania                             Sub-Saharan Africa             124   \\n",\n+       "Kenya                                  Sub-Saharan Africa             125   \\n",\n+       "Djibouti                               Sub-Saharan Africa             126   \\n",\n+       "Armenia                        Central and Eastern Europe             127   \\n",\n+       "Botswana                               Sub-Saharan Africa             128   \\n",\n+       "Myanmar                                 Southeastern Asia             129   \\n",\n+       "Georgia                        Central and Eastern Europe             130   \\n",\n+       "Malawi                                 Sub-Saharan Africa             131   \\n",\n+       "Sri Lanka                                   Southern Asia             132   \\n",\n+       "Cameroon                               Sub-Saharan Africa             133   \\n",\n+       "Bulgaria                       Central and Eastern Europe             134   \\n",\n+       "Egypt                     Middle East and Northern Africa             135   \\n",\n+       "Yemen                     Middle East and Northern Africa             136   \\n",\n+       "Angola                                 Sub-Saharan Africa             137   \\n",\n+       "Mali                                   Sub-Saharan Africa             138   \\n",\n+       "Congo (Brazzaville)                    Sub-Saharan Africa             139   \\n",\n+       "Comoros                                Sub-Saharan Africa             140   \\n",\n+       "Uganda                                 Sub-Saharan Africa             141   \\n",\n+       "Senegal                                Sub-Saharan Africa             142   \\n",\n+       "Gabon                                  Sub-Saharan Africa             143   \\n",\n+       "Niger                                  Sub-Saharan Africa             144   \\n",\n+       "Cambodia                                Southeastern Asia             145   \\n",\n+       "Tanzania                               Sub-Saharan Africa             146   \\n",\n+       "Madagascar                             Sub-Saharan Africa             147   \\n",\n+       "Central African Republic               Sub-Saharan Africa             148   \\n",\n+       "Chad                                   Sub-Saharan Africa             149   \\n",\n+       "Guinea                                 Sub-Saharan Africa             150   \\n",\n+       "Ivory Coast                            Sub-Saharan Africa             151   \\n",\n+       "Burkina Faso                           Sub-Saharan Africa             152   \\n",\n+       "Afghanistan                                 Southern Asia             153   \\n",\n+       "Rwanda                                 Sub-Saharan Africa             154   \\n",\n+       "Benin                                  Sub-Saharan Africa             155   \\n",\n+       "Syria                     Middle East and Northern Africa             156   \\n",\n+       "Burundi                                Sub-Saharan Africa             157   \\n",\n+       "Togo                                   Sub-Saharan Africa             158   \\n",\n        "\\n",\n-       "     Happiness Score  Standard Error  Economy (GDP per Capita)   Family  \\\\\\n",\n-       "11             7.226         0.04454                   0.95578  1.23788   \\n",\n-       "13             7.187         0.04176                   1.02054  0.91451   \\n",\n-       "15             6.983         0.04076                   0.98124  1.23287   \\n",\n-       "22             6.810         0.06476                   1.04424  1.25596   \\n",\n-       "24             6.786         0.04910                   1.06353  1.19850   \\n",\n-       "26             6.670         0.05800                   1.10715  1.12447   \\n",\n-       "29             6.574         0.04612                   1.05351  1.24823   \\n",\n-       "31             6.485         0.04539                   1.06166  1.20890   \\n",\n-       "32             6.477         0.05051                   0.91861  1.24018   \\n",\n-       "39             6.269         0.09811                   0.99534  0.97200   \\n",\n-       "40             6.168         0.10895                   1.21183  1.18354   \\n",\n-       "41             6.130         0.05618                   0.76454  1.02507   \\n",\n-       "42             6.123         0.05224                   0.74553  1.04356   \\n",\n-       "47             5.975         0.04528                   0.86402  0.99903   \\n",\n-       "50             5.890         0.05642                   0.68133  0.97841   \\n",\n-       "52             5.878         0.04563                   0.75985  1.30477   \\n",\n-       "56             5.828         0.05371                   0.59325  1.14184   \\n",\n-       "57             5.824         0.04615                   0.90019  0.97459   \\n",\n-       "64             5.709         0.13693                   0.81038  1.15102   \\n",\n-       "97             4.885         0.07446                   0.89537  1.17202   \\n",\n-       "104            4.788         0.05648                   0.59532  0.95348   \\n",\n-       "118            4.518         0.07331                   0.26673  0.74302   \\n",\n+       "                          Happiness Score  Standard Error  \\\\\\n",\n+       "Country                                                     \\n",\n+       "Switzerland                         7.587         0.03411   \\n",\n+       "Iceland                             7.561         0.04884   \\n",\n+       "Denmark                             7.527         0.03328   \\n",\n+       "Norway                              7.522         0.03880   \\n",\n+       "Canada                              7.427         0.03553   \\n",\n+       "Finland                             7.406         0.03140   \\n",\n+       "Netherlands                         7.378         0.02799   \\n",\n+       "Sweden                              7.364         0.03157   \\n",\n+       "New Zealand                         7.286         0.03371   \\n",\n+       "Australia                           7.284         0.04083   \\n",\n+       "Israel                              7.278         0.03470   \\n",\n+       "Costa Rica                          7.226         0.04454   \\n",\n+       "Austria                             7.200         0.03751   \\n",\n+       "Mexico                              7.187         0.04176   \\n",\n+       "United States                       7.119         0.03839   \\n",\n+       "Brazil                              6.983         0.04076   \\n",\n+       "Luxembourg                          6.946         0.03499   \\n",\n+       "Ireland                             6.940         0.03676   \\n",\n+       "Belgium                             6.937         0.03595   \\n",\n+       "United Arab Emirates                6.901         0.03729   \\n",\n+       "United Kingdom                      6.867         0.01866   \\n",\n+       "Oman                                6.853         0.05335   \\n",\n+       "Venezuela                           6.810         0.06476   \\n",\n+       "Singapore                           6.798         0.03780   \\n",\n+       "Panama                              6.786         0.04910   \\n",\n+       "Germany                             6.750         0.01848   \\n",\n+       "Chile                               6.670         0.05800   \\n",\n+       "Qatar                               6.611         0.06257   \\n",\n+       "France                              6.575         0.03512   \\n",\n+       "Argentina                           6.574         0.04612   \\n",\n+       "Czech Republic                      6.505         0.04168   \\n",\n+       "Uruguay                             6.485         0.04539   \\n",\n+       "Colombia                            6.477         0.05051   \\n",\n+       "Thailand                            6.455         0.03557   \\n",\n+       "Saudi Arabia                        6.411         0.04633   \\n",\n+       "Spain                               6.329         0.03468   \\n",\n+       "Malta                               6.302         0.04206   \\n",\n+       "Taiwan                              6.298         0.03868   \\n",\n+       "Kuwait                              6.295         0.04456   \\n",\n+       "Suriname                            6.269         0.09811   \\n",\n+       "Trinidad and Tobago                 6.168         0.10895   \\n",\n+       "El Salvador                         6.130         0.05618   \\n",\n+       "Guatemala                           6.123         0.05224   \\n",\n+       "Uzbekistan                          6.003         0.04361   \\n",\n+       "Slovakia                            5.995         0.04267   \\n",\n+       "Japan                               5.987         0.03581   \\n",\n+       "South Korea                         5.984         0.04098   \\n",\n+       "Ecuador                             5.975         0.04528   \\n",\n+       "Bahrain                             5.960         0.05412   \\n",\n+       "Italy                               5.948         0.03914   \\n",\n+       "Bolivia                             5.890         0.05642   \\n",\n+       "Moldova                             5.889         0.03799   \\n",\n+       "Paraguay                            5.878         0.04563   \\n",\n+       "Kazakhstan                          5.855         0.04114   \\n",\n+       "Slovenia                            5.848         0.04251   \\n",\n+       "Lithuania                           5.833         0.03843   \\n",\n+       "Nicaragua                           5.828         0.05371   \\n",\n+       "Peru                                5.824         0.04615   \\n",\n+       "Belarus                             5.813         0.03938   \\n",\n+       "Poland                              5.791         0.04263   \\n",\n+       "Malaysia                            5.770         0.04330   \\n",\n+       "Croatia                             5.759         0.04394   \\n",\n+       "Libya                               5.754         0.07832   \\n",\n+       "Russia                              5.716         0.03135   \\n",\n+       "Jamaica                             5.709         0.13693   \\n",\n+       "North Cyprus                        5.695         0.05635   \\n",\n+       "Cyprus                              5.689         0.05580   \\n",\n+       "Algeria                             5.605         0.05099   \\n",\n+       "Kosovo                              5.589         0.05018   \\n",\n+       "Turkmenistan                        5.548         0.04175   \\n",\n+       "Mauritius                           5.477         0.07197   \\n",\n+       "Hong Kong                           5.474         0.05051   \\n",\n+       "Estonia                             5.429         0.04013   \\n",\n+       "Indonesia                           5.399         0.02596   \\n",\n+       "Vietnam                             5.360         0.03107   \\n",\n+       "Turkey                              5.332         0.03864   \\n",\n+       "Kyrgyzstan                          5.286         0.03823   \\n",\n+       "Nigeria                             5.268         0.04192   \\n",\n+       "Bhutan                              5.253         0.03225   \\n",\n+       "Azerbaijan                          5.212         0.03363   \\n",\n+       "Pakistan                            5.194         0.03726   \\n",\n+       "Jordan                              5.192         0.04524   \\n",\n+       "Montenegro                          5.192         0.05235   \\n",\n+       "China                               5.140         0.02424   \\n",\n+       "Zambia                              5.129         0.06988   \\n",\n+       "Romania                             5.124         0.06607   \\n",\n+       "Serbia                              5.123         0.04864   \\n",\n+       "Portugal                            5.102         0.04802   \\n",\n+       "Latvia                              5.098         0.04640   \\n",\n+       "Philippines                         5.073         0.04934   \\n",\n+       "Somaliland region                   5.057         0.06161   \\n",\n+       "Morocco                             5.013         0.03420   \\n",\n+       "Macedonia                           5.007         0.05376   \\n",\n+       "Mozambique                          4.971         0.07896   \\n",\n+       "Albania                             4.959         0.05013   \\n",\n+       "Bosnia and Herzegovina              4.949         0.06913   \\n",\n+       "Lesotho                             4.898         0.09438   \\n",\n+       "Dominican Republic                  4.885         0.07446   \\n",\n+       "Laos                                4.876         0.06698   \\n",\n+       "Mongolia                            4.874         0.03313   \\n",\n+       "Swaziland                           4.867         0.08742   \\n",\n+       "Greece                              4.857         0.05062   \\n",\n+       "Lebanon                             4.839         0.04337   \\n",\n+       "Hungary                             4.800         0.06107   \\n",\n+       "Honduras                            4.788         0.05648   \\n",\n+       "Tajikistan                          4.786         0.03198   \\n",\n+       "Tunisia                             4.739         0.03589   \\n",\n+       "Palestinian Territories             4.715         0.04394   \\n",\n+       "Bangladesh                          4.694         0.03077   \\n",\n+       "Iran                                4.686         0.04449   \\n",\n+       "Ukraine                             4.681         0.04412   \\n",\n+       "Iraq                                4.677         0.05232   \\n",\n+       "South Africa                        4.642         0.04585   \\n",\n+       "Ghana                               4.633         0.04742   \\n",\n+       "Zimbabwe                            4.610         0.04290   \\n",\n+       "Liberia                             4.571         0.11068   \\n",\n+       "India                               4.565         0.02043   \\n",\n+       "Sudan                               4.550         0.06740   \\n",\n+       "Haiti                               4.518         0.07331   \\n",\n+       "Congo (Kinshasa)                    4.517         0.03680   \\n",\n+       "Nepal                               4.514         0.03607   \\n",\n+       "Ethiopia                            4.512         0.03780   \\n",\n+       "Sierra Leone                        4.507         0.07068   \\n",\n+       "Mauritania                          4.436         0.03947   \\n",\n+       "Kenya                               4.419         0.04734   \\n",\n+       "Djibouti                            4.369         0.08096   \\n",\n+       "Armenia                             4.350         0.04763   \\n",\n+       "Botswana                            4.332         0.04934   \\n",\n+       "Myanmar                             4.307         0.04351   \\n",\n+       "Georgia                             4.297         0.04221   \\n",\n+       "Malawi                              4.292         0.06130   \\n",\n+       "Sri Lanka                           4.271         0.03751   \\n",\n+       "Cameroon                            4.252         0.04678   \\n",\n+       "Bulgaria                            4.218         0.04828   \\n",\n+       "Egypt                               4.194         0.03260   \\n",\n+       "Yemen                               4.077         0.04367   \\n",\n+       "Angola                              4.033         0.04758   \\n",\n+       "Mali                                3.995         0.05602   \\n",\n+       "Congo (Brazzaville)                 3.989         0.06682   \\n",\n+       "Comoros                             3.956         0.04797   \\n",\n+       "Uganda                              3.931         0.04317   \\n",\n+       "Senegal                             3.904         0.03608   \\n",\n+       "Gabon                               3.896         0.04547   \\n",\n+       "Niger                               3.845         0.03602   \\n",\n+       "Cambodia                            3.819         0.05069   \\n",\n+       "Tanzania                            3.781         0.05061   \\n",\n+       "Madagascar                          3.681         0.03633   \\n",\n+       "Central African Republic            3.678         0.06112   \\n",\n+       "Chad                                3.667         0.03830   \\n",\n+       "Guinea                              3.656         0.03590   \\n",\n+       "Ivory Coast                         3.655         0.05141   \\n",\n+       "Burkina Faso                        3.587         0.04324   \\n",\n+       "Afghanistan                         3.575         0.03084   \\n",\n+       "Rwanda                              3.465         0.03464   \\n",\n+       "Benin                               3.340         0.03656   \\n",\n+       "Syria                               3.006         0.05015   \\n",\n+       "Burundi                             2.905         0.08658   \\n",\n+       "Togo                                2.839         0.06727   \\n",\n        "\\n",\n-       "     Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\\\\n",\n-       "11                    0.86027  0.63376                        0.10583   \\n",\n-       "13                    0.81444  0.48181                        0.21312   \\n",\n-       "15                    0.69702  0.49049                        0.17521   \\n",\n-       "22                    0.72052  0.42908                        0.11069   \\n",\n-       "24                    0.79661  0.54210                        0.09270   \\n",\n-       "26                    0.85857  0.44132                        0.12869   \\n",\n-       "29                    0.78723  0.44974                        0.08484   \\n",\n-       "31                    0.81160  0.60362                        0.24558   \\n",\n-       "32                    0.69077  0.53466                        0.05120   \\n",\n-       "39                    0.60820  0.59657                        0.13633   \\n",\n-       "40                    0.61483  0.55884                        0.01140   \\n",\n-       "41                    0.67737  0.40350                        0.11776   \\n",\n-       "42                    0.64425  0.57733                        0.09472   \\n",\n-       "47                    0.79075  0.48574                        0.18090   \\n",\n-       "50                    0.53920  0.57414                        0.08800   \\n",\n-       "52                    0.66098  0.53899                        0.08242   \\n",\n-       "56                    0.74314  0.55475                        0.19317   \\n",\n-       "57                    0.73017  0.41496                        0.05989   \\n",\n-       "64                    0.68741  0.50442                        0.02299   \\n",\n-       "97                    0.66825  0.57672                        0.14234   \\n",\n-       "104                   0.69510  0.40148                        0.06825   \\n",\n-       "118                   0.38847  0.24425                        0.17175   \\n",\n+       "                          Economy (GDP per Capita)   Family  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Switzerland                                1.39651  1.34951   \\n",\n+       "Iceland                                    1.30232  1.40223   \\n",\n+       "Denmark                                    1.32548  1.36058   \\n",\n+       "Norway                                     1.45900  1.33095   \\n",\n+       "Canada                                     1.32629  1.32261   \\n",\n+       "Finland                                    1.29025  1.31826   \\n",\n+       "Netherlands                                1.32944  1.28017   \\n",\n+       "Sweden                                     1.33171  1.28907   \\n",\n+       "New Zealand                                1.25018  1.31967   \\n",\n+       "Australia                                  1.33358  1.30923   \\n",\n+       "Israel                                     1.22857  1.22393   \\n",\n+       "Costa Rica                                 0.95578  1.23788   \\n",\n+       "Austria                                    1.33723  1.29704   \\n",\n+       "Mexico                                     1.02054  0.91451   \\n",\n+       "United States                              1.39451  1.24711   \\n",\n+       "Brazil                                     0.98124  1.23287   \\n",\n+       "Luxembourg                                 1.56391  1.21963   \\n",\n+       "Ireland                                    1.33596  1.36948   \\n",\n+       "Belgium                                    1.30782  1.28566   \\n",\n+       "United Arab Emirates                       1.42727  1.12575   \\n",\n+       "United Kingdom                             1.26637  1.28548   \\n",\n+       "Oman                                       1.36011  1.08182   \\n",\n+       "Venezuela                                  1.04424  1.25596   \\n",\n+       "Singapore                                  1.52186  1.02000   \\n",\n+       "Panama                                     1.06353  1.19850   \\n",\n+       "Germany                                    1.32792  1.29937   \\n",\n+       "Chile                                      1.10715  1.12447   \\n",\n+       "Qatar                                      1.69042  1.07860   \\n",\n+       "France                                     1.27778  1.26038   \\n",\n+       "Argentina                                  1.05351  1.24823   \\n",\n+       "Czech Republic                             1.17898  1.20643   \\n",\n+       "Uruguay                                    1.06166  1.20890   \\n",\n+       "Colombia                                   0.91861  1.24018   \\n",\n+       "Thailand                                   0.96690  1.26504   \\n",\n+       "Saudi Arabia                               1.39541  1.08393   \\n",\n+       "Spain                                      1.23011  1.31379   \\n",\n+       "Malta                                      1.20740  1.30203   \\n",\n+       "Taiwan                                     1.29098  1.07617   \\n",\n+       "Kuwait                                     1.55422  1.16594   \\n",\n+       "Suriname                                   0.99534  0.97200   \\n",\n+       "Trinidad and Tobago                        1.21183  1.18354   \\n",\n+       "El Salvador                                0.76454  1.02507   \\n",\n+       "Guatemala                                  0.74553  1.04356   \\n",\n+       "Uzbekistan                                 0.63244  1.34043   \\n",\n+       "Slovakia                                   1.16891  1.26999   \\n",\n+       "Japan                                      1.27074  1.25712   \\n",\n+       "South Korea                                1.24461  0.95774   \\n",\n+       "Ecuador                                    0.86402  0.99903   \\n",\n+       "Bahrain                                    1.32376  1.21624   \\n",\n+       "Italy                                      1.25114  1.19777   \\n",\n+       "Bolivia                                    0.68133  0.97841   \\n",\n+       "Moldova                                    0.59448  1.01528   \\n",\n+       "Paraguay                                   0.75985  1.30477   \\n",\n+       "Kazakhstan                                 1.12254  1.12241   \\n",\n+       "Slovenia                                   1.18498  1.27385   \\n",\n+       "Lithuania                                  1.14723  1.25745   \\n",\n+       "Nicaragua                                  0.59325  1.14184   \\n",\n+       "Peru                                       0.90019  0.97459   \\n",\n+       "Belarus                                    1.03192  1.23289   \\n",\n+       "Poland                                     1.12555  1.27948   \\n",\n+       "Malaysia                                   1.12486  1.07023   \\n",\n+       "Croatia                                    1.08254  0.79624   \\n",\n+       "Libya                                      1.13145  1.11862   \\n",\n+       "Russia                                     1.13764  1.23617   \\n",\n+       "Jamaica                                    0.81038  1.15102   \\n",\n+       "North Cyprus                               1.20806  1.07008   \\n",\n+       "Cyprus                                     1.20813  0.89318   \\n",\n+       "Algeria                                    0.93929  1.07772   \\n",\n+       "Kosovo                                     0.80148  0.81198   \\n",\n+       "Turkmenistan                               0.95847  1.22668   \\n",\n+       "Mauritius                                  1.00761  0.98521   \\n",\n+       "Hong Kong                                  1.38604  1.05818   \\n",\n+       "Estonia                                    1.15174  1.22791   \\n",\n+       "Indonesia                                  0.82827  1.08708   \\n",\n+       "Vietnam                                    0.63216  0.91226   \\n",\n+       "Turkey                                     1.06098  0.94632   \\n",\n+       "Kyrgyzstan                                 0.47428  1.15115   \\n",\n+       "Nigeria                                    0.65435  0.90432   \\n",\n+       "Bhutan                                     0.77042  1.10395   \\n",\n+       "Azerbaijan                                 1.02389  0.93793   \\n",\n+       "Pakistan                                   0.59543  0.41411   \\n",\n+       "Jordan                                     0.90198  1.05392   \\n",\n+       "Montenegro                                 0.97438  0.90557   \\n",\n+       "China                                      0.89012  0.94675   \\n",\n+       "Zambia                                     0.47038  0.91612   \\n",\n+       "Romania                                    1.04345  0.88588   \\n",\n+       "Serbia                                     0.92053  1.00964   \\n",\n+       "Portugal                                   1.15991  1.13935   \\n",\n+       "Latvia                                     1.11312  1.09562   \\n",\n+       "Philippines                                0.70532  1.03516   \\n",\n+       "Somaliland region                          0.18847  0.95152   \\n",\n+       "Morocco                                    0.73479  0.64095   \\n",\n+       "Macedonia                                  0.91851  1.00232   \\n",\n+       "Mozambique                                 0.08308  1.02626   \\n",\n+       "Albania                                    0.87867  0.80434   \\n",\n+       "Bosnia and Herzegovina                     0.83223  0.91916   \\n",\n+       "Lesotho                                    0.37545  1.04103   \\n",\n+       "Dominican Republic                         0.89537  1.17202   \\n",\n+       "Laos                                       0.59066  0.73803   \\n",\n+       "Mongolia                                   0.82819  1.30060   \\n",\n+       "Swaziland                                  0.71206  1.07284   \\n",\n+       "Greece                                     1.15406  0.92933   \\n",\n+       "Lebanon                                    1.02564  0.80001   \\n",\n+       "Hungary                                    1.12094  1.20215   \\n",\n+       "Honduras                                   0.59532  0.95348   \\n",\n+       "Tajikistan                                 0.39047  0.85563   \\n",\n+       "Tunisia                                    0.88113  0.60429   \\n",\n+       "Palestinian Territories                    0.59867  0.92558   \\n",\n+       "Bangladesh                                 0.39753  0.43106   \\n",\n+       "Iran                                       1.00880  0.54447   \\n",\n+       "Ukraine                                    0.79907  1.20278   \\n",\n+       "Iraq                                       0.98549  0.81889   \\n",\n+       "South Africa                               0.92049  1.18468   \\n",\n+       "Ghana                                      0.54558  0.67954   \\n",\n+       "Zimbabwe                                   0.27100  1.03276   \\n",\n+       "Liberia                                    0.07120  0.78968   \\n",\n+       "India                                      0.64499  0.38174   \\n",\n+       "Sudan                                      0.52107  1.01404   \\n",\n+       "Haiti                                      0.26673  0.74302   \\n",\n+       "Congo (Kinshasa)                           0.00000  1.00120   \\n",\n+       "Nepal                                      0.35997  0.86449   \\n",\n+       "Ethiopia                                   0.19073  0.60406   \\n",\n+       "Sierra Leone                               0.33024  0.95571   \\n",\n+       "Mauritania                                 0.45407  0.86908   \\n",\n+       "Kenya                                      0.36471  0.99876   \\n",\n+       "Djibouti                                   0.44025  0.59207   \\n",\n+       "Armenia                                    0.76821  0.77711   \\n",\n+       "Botswana                                   0.99355  1.10464   \\n",\n+       "Myanmar                                    0.27108  0.70905   \\n",\n+       "Georgia                                    0.74190  0.38562   \\n",\n+       "Malawi                                     0.01604  0.41134   \\n",\n+       "Sri Lanka                                  0.83524  1.01905   \\n",\n+       "Cameroon                                   0.42250  0.88767   \\n",\n+       "Bulgaria                                   1.01216  1.10614   \\n",\n+       "Egypt                                      0.88180  0.74700   \\n",\n+       "Yemen                                      0.54649  0.68093   \\n",\n+       "Angola                                     0.75778  0.86040   \\n",\n+       "Mali                                       0.26074  1.03526   \\n",\n+       "Congo (Brazzaville)                        0.67866  0.66290   \\n",\n+       "Comoros                                    0.23906  0.79273   \\n",\n+       "Uganda                                     0.21102  1.13299   \\n",\n+       "Senegal                                    0.36498  0.97619   \\n",\n+       "Gabon                                      1.06024  0.90528   \\n",\n+       "Niger                                      0.06940  0.77265   \\n",\n+       "Cambodia                                   0.46038  0.62736   \\n",\n+       "Tanzania                                   0.28520  1.00268   \\n",\n+       "Madagascar                                 0.20824  0.66801   \\n",\n+       "Central African Republic                   0.07850  0.00000   \\n",\n+       "Chad                                       0.34193  0.76062   \\n",\n+       "Guinea                                     0.17417  0.46475   \\n",\n+       "Ivory Coast                                0.46534  0.77115   \\n",\n+       "Burkina Faso                               0.25812  0.85188   \\n",\n+       "Afghanistan                                0.31982  0.30285   \\n",\n+       "Rwanda                                     0.22208  0.77370   \\n",\n+       "Benin                                      0.28665  0.35386   \\n",\n+       "Syria                                      0.66320  0.47489   \\n",\n+       "Burundi                                    0.01530  0.41587   \\n",\n+       "Togo                                       0.20868  0.13995   \\n",\n        "\\n",\n-       "     Generosity  Dystopia Residual  \\n",\n-       "11      0.25497            3.17728  \\n",\n-       "13      0.14074            3.60214  \\n",\n-       "15      0.14574            3.26001  \\n",\n-       "22      0.05841            3.19131  \\n",\n-       "24      0.24434            2.84848  \\n",\n-       "26      0.33363            2.67585  \\n",\n-       "29      0.11451            2.83600  \\n",\n-       "31      0.23240            2.32142  \\n",\n-       "32      0.18401            2.85737  \\n",\n-       "39      0.16991            2.79094  \\n",\n-       "40      0.31844            2.26882  \\n",\n-       "41      0.10692            3.03500  \\n",\n-       "42      0.27489            2.74255  \\n",\n-       "47      0.11541            2.53942  \\n",\n-       "50      0.20536            2.82334  \\n",\n-       "52      0.34240            2.18896  \\n",\n-       "56      0.27815            2.32407  \\n",\n-       "57      0.14982            2.59450  \\n",\n-       "64      0.21230            2.32038  \\n",\n-       "97      0.21684            1.21305  \\n",\n-       "104     0.23027            1.84408  \\n",\n-       "118     0.46187            2.24173  "\n+       "                          Health (Life Expectancy)  Freedom  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Switzerland                                0.94143  0.66557   \\n",\n+       "Iceland                                    0.94784  0.62877   \\n",\n+       "Denmark                                    0.87464  0.64938   \\n",\n+       "Norway                                     0.88521  0.66973   \\n",\n+       "Canada                                     0.90563  0.63297   \\n",\n+       "Finland                                    0.88911  0.64169   \\n",\n+       "Netherlands                                0.89284  0.61576   \\n",\n+       "Sweden                                     0.91087  0.65980   \\n",\n+       "New Zealand                                0.90837  0.63938   \\n",\n+       "Australia                                  0.93156  0.65124   \\n",\n+       "Israel                                     0.91387  0.41319   \\n",\n+       "Costa Rica                                 0.86027  0.63376   \\n",\n+       "Austria                                    0.89042  0.62433   \\n",\n+       "Mexico                                     0.81444  0.48181   \\n",\n+       "United States                              0.86179  0.54604   \\n",\n+       "Brazil                                     0.69702  0.49049   \\n",\n+       "Luxembourg                                 0.91894  0.61583   \\n",\n+       "Ireland                                    0.89533  0.61777   \\n",\n+       "Belgium                                    0.89667  0.58450   \\n",\n+       "United Arab Emirates                       0.80925  0.64157   \\n",\n+       "United Kingdom                             0.90943  0.59625   \\n",\n+       "Oman                                       0.76276  0.63274   \\n",\n+       "Venezuela                                  0.72052  0.42908   \\n",\n+       "Singapore                                  1.02525  0.54252   \\n",\n+       "Panama                                     0.79661  0.54210   \\n",\n+       "Germany                                    0.89186  0.61477   \\n",\n+       "Chile                                      0.85857  0.44132   \\n",\n+       "Qatar                                      0.79733  0.64040   \\n",\n+       "France                                     0.94579  0.55011   \\n",\n+       "Argentina                                  0.78723  0.44974   \\n",\n+       "Czech Republic                             0.84483  0.46364   \\n",\n+       "Uruguay                                    0.81160  0.60362   \\n",\n+       "Colombia                                   0.69077  0.53466   \\n",\n+       "Thailand                                   0.73850  0.55664   \\n",\n+       "Saudi Arabia                               0.72025  0.31048   \\n",\n+       "Spain                                      0.95562  0.45951   \\n",\n+       "Malta                                      0.88721  0.60365   \\n",\n+       "Taiwan                                     0.87530  0.39740   \\n",\n+       "Kuwait                                     0.72492  0.55499   \\n",\n+       "Suriname                                   0.60820  0.59657   \\n",\n+       "Trinidad and Tobago                        0.61483  0.55884   \\n",\n+       "El Salvador                                0.67737  0.40350   \\n",\n+       "Guatemala                                  0.64425  0.57733   \\n",\n+       "Uzbekistan                                 0.59772  0.65821   \\n",\n+       "Slovakia                                   0.78902  0.31751   \\n",\n+       "Japan                                      0.99111  0.49615   \\n",\n+       "South Korea                                0.96538  0.33208   \\n",\n+       "Ecuador                                    0.79075  0.48574   \\n",\n+       "Bahrain                                    0.74716  0.45492   \\n",\n+       "Italy                                      0.95446  0.26236   \\n",\n+       "Bolivia                                    0.53920  0.57414   \\n",\n+       "Moldova                                    0.61826  0.32818   \\n",\n+       "Paraguay                                   0.66098  0.53899   \\n",\n+       "Kazakhstan                                 0.64368  0.51649   \\n",\n+       "Slovenia                                   0.87337  0.60855   \\n",\n+       "Lithuania                                  0.73128  0.21342   \\n",\n+       "Nicaragua                                  0.74314  0.55475   \\n",\n+       "Peru                                       0.73017  0.41496   \\n",\n+       "Belarus                                    0.73608  0.37938   \\n",\n+       "Poland                                     0.77903  0.53122   \\n",\n+       "Malaysia                                   0.72394  0.53024   \\n",\n+       "Croatia                                    0.78805  0.25883   \\n",\n+       "Libya                                      0.70380  0.41668   \\n",\n+       "Russia                                     0.66926  0.36679   \\n",\n+       "Jamaica                                    0.68741  0.50442   \\n",\n+       "North Cyprus                               0.92356  0.49027   \\n",\n+       "Cyprus                                     0.92356  0.40672   \\n",\n+       "Algeria                                    0.61766  0.28579   \\n",\n+       "Kosovo                                     0.63132  0.24749   \\n",\n+       "Turkmenistan                               0.53886  0.47610   \\n",\n+       "Mauritius                                  0.70950  0.56066   \\n",\n+       "Hong Kong                                  1.01328  0.59608   \\n",\n+       "Estonia                                    0.77361  0.44888   \\n",\n+       "Indonesia                                  0.63793  0.46611   \\n",\n+       "Vietnam                                    0.74676  0.59444   \\n",\n+       "Turkey                                     0.73172  0.22815   \\n",\n+       "Kyrgyzstan                                 0.65088  0.43477   \\n",\n+       "Nigeria                                    0.16007  0.34334   \\n",\n+       "Bhutan                                     0.57407  0.53206   \\n",\n+       "Azerbaijan                                 0.64045  0.37030   \\n",\n+       "Pakistan                                   0.51466  0.12102   \\n",\n+       "Jordan                                     0.69639  0.40661   \\n",\n+       "Montenegro                                 0.72521  0.18260   \\n",\n+       "China                                      0.81658  0.51697   \\n",\n+       "Zambia                                     0.29924  0.48827   \\n",\n+       "Romania                                    0.76890  0.35068   \\n",\n+       "Serbia                                     0.74836  0.20107   \\n",\n+       "Portugal                                   0.87519  0.51469   \\n",\n+       "Latvia                                     0.72437  0.29671   \\n",\n+       "Philippines                                0.58114  0.62545   \\n",\n+       "Somaliland region                          0.43873  0.46582   \\n",\n+       "Morocco                                    0.60954  0.41691   \\n",\n+       "Macedonia                                  0.73545  0.33457   \\n",\n+       "Mozambique                                 0.09131  0.34037   \\n",\n+       "Albania                                    0.81325  0.35733   \\n",\n+       "Bosnia and Herzegovina                     0.79081  0.09245   \\n",\n+       "Lesotho                                    0.07612  0.31767   \\n",\n+       "Dominican Republic                         0.66825  0.57672   \\n",\n+       "Laos                                       0.54909  0.59591   \\n",\n+       "Mongolia                                   0.60268  0.43626   \\n",\n+       "Swaziland                                  0.07566  0.30658   \\n",\n+       "Greece                                     0.88213  0.07699   \\n",\n+       "Lebanon                                    0.83947  0.33916   \\n",\n+       "Hungary                                    0.75905  0.32112   \\n",\n+       "Honduras                                   0.69510  0.40148   \\n",\n+       "Tajikistan                                 0.57379  0.47216   \\n",\n+       "Tunisia                                    0.73793  0.26268   \\n",\n+       "Palestinian Territories                    0.66015  0.24499   \\n",\n+       "Bangladesh                                 0.60164  0.40820   \\n",\n+       "Iran                                       0.69805  0.30033   \\n",\n+       "Ukraine                                    0.67390  0.25123   \\n",\n+       "Iraq                                       0.60237  0.00000   \\n",\n+       "South Africa                               0.27688  0.33207   \\n",\n+       "Ghana                                      0.40132  0.42342   \\n",\n+       "Zimbabwe                                   0.33475  0.25861   \\n",\n+       "Liberia                                    0.34201  0.28531   \\n",\n+       "India                                      0.51529  0.39786   \\n",\n+       "Sudan                                      0.36878  0.10081   \\n",\n+       "Haiti                                      0.38847  0.24425   \\n",\n+       "Congo (Kinshasa)                           0.09806  0.22605   \\n",\n+       "Nepal                                      0.56874  0.38282   \\n",\n+       "Ethiopia                                   0.44055  0.43450   \\n",\n+       "Sierra Leone                               0.00000  0.40840   \\n",\n+       "Mauritania                                 0.35874  0.24232   \\n",\n+       "Kenya                                      0.41435  0.42215   \\n",\n+       "Djibouti                                   0.36291  0.46074   \\n",\n+       "Armenia                                    0.72990  0.19847   \\n",\n+       "Botswana                                   0.04776  0.49495   \\n",\n+       "Myanmar                                    0.48246  0.44017   \\n",\n+       "Georgia                                    0.72926  0.40577   \\n",\n+       "Malawi                                     0.22562  0.43054   \\n",\n+       "Sri Lanka                                  0.70806  0.53726   \\n",\n+       "Cameroon                                   0.23402  0.49309   \\n",\n+       "Bulgaria                                   0.76649  0.30587   \\n",\n+       "Egypt                                      0.61712  0.17288   \\n",\n+       "Yemen                                      0.40064  0.35571   \\n",\n+       "Angola                                     0.16683  0.10384   \\n",\n+       "Mali                                       0.20583  0.38857   \\n",\n+       "Congo (Brazzaville)                        0.31051  0.41466   \\n",\n+       "Comoros                                    0.36315  0.22917   \\n",\n+       "Uganda                                     0.33861  0.45727   \\n",\n+       "Senegal                                    0.43540  0.36772   \\n",\n+       "Gabon                                      0.43372  0.31914   \\n",\n+       "Niger                                      0.29707  0.47692   \\n",\n+       "Cambodia                                   0.61114  0.66246   \\n",\n+       "Tanzania                                   0.38215  0.32878   \\n",\n+       "Madagascar                                 0.46721  0.19184   \\n",\n+       "Central African Republic                   0.06699  0.48879   \\n",\n+       "Chad                                       0.15010  0.23501   \\n",\n+       "Guinea                                     0.24009  0.37725   \\n",\n+       "Ivory Coast                                0.15185  0.46866   \\n",\n+       "Burkina Faso                               0.27125  0.39493   \\n",\n+       "Afghanistan                                0.30335  0.23414   \\n",\n+       "Rwanda                                     0.42864  0.59201   \\n",\n+       "Benin                                      0.31910  0.48450   \\n",\n+       "Syria                                      0.72193  0.15684   \\n",\n+       "Burundi                                    0.22396  0.11850   \\n",\n+       "Togo                                       0.28443  0.36453   \\n",\n+       "\\n",\n+       "                          Trust (Government Corruption)  Generosity  \\\\\\n",\n+       "Country                                                               \\n",\n+       "Switzerland                                     0.41978     0.29678   \\n",\n+       "Iceland                                         0.14145     0.43630   \\n",\n+       "Denmark                                         0.48357     0.34139   \\n",\n+       "Norway                                          0.36503     0.34699   \\n",\n+       "Canada                                          0.32957     0.45811   \\n",\n+       "Finland                                         0.41372     0.23351   \\n",\n+       "Netherlands                                     0.31814     0.47610   \\n",\n+       "Sweden                                          0.43844     0.36262   \\n",\n+       "New Zealand                                     0.42922     0.47501   \\n",\n+       "Australia                                       0.35637     0.43562   \\n",\n+       "Israel                                          0.07785     0.33172   \\n",\n+       "Costa Rica                                      0.10583     0.25497   \\n",\n+       "Austria                                         0.18676     0.33088   \\n",\n+       "Mexico                                          0.21312     0.14074   \\n",\n+       "United States                                   0.15890     0.40105   \\n",\n+       "Brazil                                          0.17521     0.14574   \\n",\n+       "Luxembourg                                      0.37798     0.28034   \\n",\n+       "Ireland                                         0.28703     0.45901   \\n",\n+       "Belgium                                         0.22540     0.22250   \\n",\n+       "United Arab Emirates                            0.38583     0.26428   \\n",\n+       "United Kingdom                                  0.32067     0.51912   \\n",\n+       "Oman                                            0.32524     0.21542   \\n",\n+       "Venezuela                                       0.11069     0.05841   \\n",\n+       "Singapore                                       0.49210     0.31105   \\n",\n+       "Panama                                          0.09270     0.24434   \\n",\n+       "Germany                                         0.21843     0.28214   \\n",\n+       "Chile                                           0.12869     0.33363   \\n",\n+       "Qatar                                           0.52208     0.32573   \\n",\n+       "France                                          0.20646     0.12332   \\n",\n+       "Argentina                                       0.08484     0.11451   \\n",\n+       "Czech Republic                                  0.02652     0.10686   \\n",\n+       "Uruguay                                         0.24558     0.23240   \\n",\n+       "Colombia                                        0.05120     0.18401   \\n",\n+       "Thailand                                        0.03187     0.57630   \\n",\n+       "Saudi Arabia                                    0.32524     0.13706   \\n",\n+       "Spain                                           0.06398     0.18227   \\n",\n+       "Malta                                           0.13586     0.51752   \\n",\n+       "Taiwan                                          0.08129     0.25376   \\n",\n+       "Kuwait                                          0.25609     0.16228   \\n",\n+       "Suriname                                        0.13633     0.16991   \\n",\n+       "Trinidad and Tobago                             0.01140     0.31844   \\n",\n+       "El Salvador                                     0.11776     0.10692   \\n",\n+       "Guatemala                                       0.09472     0.27489   \\n",\n+       "Uzbekistan                                      0.30826     0.22837   \\n",\n+       "Slovakia                                        0.03431     0.16893   \\n",\n+       "Japan                                           0.18060     0.10705   \\n",\n+       "South Korea                                     0.07857     0.18557   \\n",\n+       "Ecuador                                         0.18090     0.11541   \\n",\n+       "Bahrain                                         0.30600     0.17362   \\n",\n+       "Italy                                           0.02901     0.22823   \\n",\n+       "Bolivia                                         0.08800     0.20536   \\n",\n+       "Moldova                                         0.01615     0.20951   \\n",\n+       "Paraguay                                        0.08242     0.34240   \\n",\n+       "Kazakhstan                                      0.08454     0.11827   \\n",\n+       "Slovenia                                        0.03787     0.25328   \\n",\n+       "Lithuania                                       0.01031     0.02641   \\n",\n+       "Nicaragua                                       0.19317     0.27815   \\n",\n+       "Peru                                            0.05989     0.14982   \\n",\n+       "Belarus                                         0.19090     0.11046   \\n",\n+       "Poland                                          0.04212     0.16759   \\n",\n+       "Malaysia                                        0.10501     0.33075   \\n",\n+       "Croatia                                         0.02430     0.05444   \\n",\n+       "Libya                                           0.11023     0.18295   \\n",\n+       "Russia                                          0.03005     0.00199   \\n",\n+       "Jamaica                                         0.02299     0.21230   \\n",\n+       "North Cyprus                                    0.14280     0.26169   \\n",\n+       "Cyprus                                          0.06146     0.30638   \\n",\n+       "Algeria                                         0.17383     0.07822   \\n",\n+       "Kosovo                                          0.04741     0.28310   \\n",\n+       "Turkmenistan                                    0.30844     0.16979   \\n",\n+       "Mauritius                                       0.07521     0.37744   \\n",\n+       "Hong Kong                                       0.37124     0.39478   \\n",\n+       "Estonia                                         0.15184     0.08680   \\n",\n+       "Indonesia                                       0.00000     0.51535   \\n",\n+       "Vietnam                                         0.10441     0.16860   \\n",\n+       "Turkey                                          0.15746     0.12253   \\n",\n+       "Kyrgyzstan                                      0.04232     0.30030   \\n",\n+       "Nigeria                                         0.04030     0.27233   \\n",\n+       "Bhutan                                          0.15445     0.47998   \\n",\n+       "Azerbaijan                                      0.16065     0.07799   \\n",\n+       "Pakistan                                        0.10464     0.33671   \\n",\n+       "Jordan                                          0.14293     0.11053   \\n",\n+       "Montenegro                                      0.14296     0.16140   \\n",\n+       "China                                           0.02781     0.08185   \\n",\n+       "Zambia                                          0.12468     0.19591   \\n",\n+       "Romania                                         0.00649     0.13748   \\n",\n+       "Serbia                                          0.02617     0.19231   \\n",\n+       "Portugal                                        0.01078     0.13719   \\n",\n+       "Latvia                                          0.06332     0.18226   \\n",\n+       "Philippines                                     0.12279     0.24991   \\n",\n+       "Somaliland region                               0.39928     0.50318   \\n",\n+       "Morocco                                         0.08546     0.07172   \\n",\n+       "Macedonia                                       0.05327     0.22359   \\n",\n+       "Mozambique                                      0.15603     0.22269   \\n",\n+       "Albania                                         0.06413     0.14272   \\n",\n+       "Bosnia and Herzegovina                          0.00227     0.24808   \\n",\n+       "Lesotho                                         0.12504     0.16388   \\n",\n+       "Dominican Republic                              0.14234     0.21684   \\n",\n+       "Laos                                            0.24249     0.42192   \\n",\n+       "Mongolia                                        0.02666     0.33230   \\n",\n+       "Swaziland                                       0.03060     0.18259   \\n",\n+       "Greece                                          0.01397     0.00000   \\n",\n+       "Lebanon                                         0.04582     0.21854   \\n",\n+       "Hungary                                         0.02758     0.12800   \\n",\n+       "Honduras                                        0.06825     0.23027   \\n",\n+       "Tajikistan                                      0.15072     0.22974   \\n",\n+       "Tunisia                                         0.06358     0.06431   \\n",\n+       "Palestinian Territories                         0.12905     0.11251   \\n",\n+       "Bangladesh                                      0.12569     0.21222   \\n",\n+       "Iran                                            0.05863     0.38086   \\n",\n+       "Ukraine                                         0.02961     0.15275   \\n",\n+       "Iraq                                            0.13788     0.17922   \\n",\n+       "South Africa                                    0.08884     0.11973   \\n",\n+       "Ghana                                           0.04355     0.23087   \\n",\n+       "Zimbabwe                                        0.08079     0.18987   \\n",\n+       "Liberia                                         0.06232     0.24362   \\n",\n+       "India                                           0.08492     0.26475   \\n",\n+       "Sudan                                           0.14660     0.19062   \\n",\n+       "Haiti                                           0.17175     0.46187   \\n",\n+       "Congo (Kinshasa)                                0.07625     0.24834   \\n",\n+       "Nepal                                           0.05907     0.32296   \\n",\n+       "Ethiopia                                        0.15048     0.24325   \\n",\n+       "Sierra Leone                                    0.08786     0.21488   \\n",\n+       "Mauritania                                      0.17461     0.21900   \\n",\n+       "Kenya                                           0.05839     0.37542   \\n",\n+       "Djibouti                                        0.28105     0.18093   \\n",\n+       "Armenia                                         0.03900     0.07855   \\n",\n+       "Botswana                                        0.12474     0.10461   \\n",\n+       "Myanmar                                         0.19034     0.79588   \\n",\n+       "Georgia                                         0.38331     0.05547   \\n",\n+       "Malawi                                          0.06977     0.33128   \\n",\n+       "Sri Lanka                                       0.09179     0.40828   \\n",\n+       "Cameroon                                        0.05786     0.20618   \\n",\n+       "Bulgaria                                        0.00872     0.11921   \\n",\n+       "Egypt                                           0.06324     0.11291   \\n",\n+       "Yemen                                           0.07854     0.09131   \\n",\n+       "Angola                                          0.07122     0.12344   \\n",\n+       "Mali                                            0.12352     0.18798   \\n",\n+       "Congo (Brazzaville)                             0.11686     0.12388   \\n",\n+       "Comoros                                         0.19900     0.17441   \\n",\n+       "Uganda                                          0.07267     0.29066   \\n",\n+       "Senegal                                         0.10713     0.20843   \\n",\n+       "Gabon                                           0.11091     0.06822   \\n",\n+       "Niger                                           0.15639     0.19387   \\n",\n+       "Cambodia                                        0.07247     0.40359   \\n",\n+       "Tanzania                                        0.05747     0.34377   \\n",\n+       "Madagascar                                      0.08124     0.21333   \\n",\n+       "Central African Republic                        0.08289     0.23835   \\n",\n+       "Chad                                            0.05269     0.18386   \\n",\n+       "Guinea                                          0.12139     0.28657   \\n",\n+       "Ivory Coast                                     0.17922     0.20165   \\n",\n+       "Burkina Faso                                    0.12832     0.21747   \\n",\n+       "Afghanistan                                     0.09719     0.36510   \\n",\n+       "Rwanda                                          0.55191     0.22628   \\n",\n+       "Benin                                           0.08010     0.18260   \\n",\n+       "Syria                                           0.18906     0.47179   \\n",\n+       "Burundi                                         0.10062     0.19727   \\n",\n+       "Togo                                            0.10731     0.16681   \\n",\n+       "\\n",\n+       "                          Dystopia Residual  \\n",\n+       "Country                                      \\n",\n+       "Switzerland                         2.51738  \\n",\n+       "Iceland                             2.70201  \\n",\n+       "Denmark                             2.49204  \\n",\n+       "Norway                              2.46531  \\n",\n+       "Canada                              2.45176  \\n",\n+       "Finland                             2.61955  \\n",\n+       "Netherlands                         2.46570  \\n",\n+       "Sweden                              2.37119  \\n",\n+       "New Zealand                         2.26425  \\n",\n+       "Australia                           2.26646  \\n",\n+       "Israel                              3.08854  \\n",\n+       "Costa Rica                          3.17728  \\n",\n+       "Austria                             2.53320  \\n",\n+       "Mexico                              3.60214  \\n",\n+       "United States                       2.51011  \\n",\n+       "Brazil                              3.26001  \\n",\n+       "Luxembourg                          1.96961  \\n",\n+       "Ireland                             1.97570  \\n",\n+       "Belgium                             2.41484  \\n",\n+       "United Arab Emirates                2.24743  \\n",\n+       "United Kingdom                      1.96994  \\n",\n+       "Oman                                2.47489  \\n",\n+       "Venezuela                           3.19131  \\n",\n+       "Singapore                           1.88501  \\n",\n+       "Panama                              2.84848  \\n",\n+       "Germany                             2.11569  \\n",\n+       "Chile                               2.67585  \\n",\n+       "Qatar                               1.55674  \\n",\n+       "France                              2.21126  \\n",\n+       "Argentina                           2.83600  \\n",\n+       "Czech Republic                      2.67782  \\n",\n+       "Uruguay                             2.32142  \\n",\n+       "Colombia                            2.85737  \\n",\n+       "Thailand                            2.31945  \\n",\n+       "Saudi Arabia                        2.43872  \\n",\n+       "Spain                               2.12367  \\n",\n+       "Malta                               1.64880  \\n",\n+       "Taiwan                              2.32323  \\n",\n+       "Kuwait                              1.87634  \\n",\n+       "Suriname                            2.79094  \\n",\n+       "Trinidad and Tobago                 2.26882  \\n",\n+       "El Salvador                         3.03500  \\n",\n+       "Guatemala                           2.74255  \\n",\n+       "Uzbekistan                          2.23741  \\n",\n+       "Slovakia                            2.24639  \\n",\n+       "Japan                               1.68435  \\n",\n+       "South Korea                         2.21978  \\n",\n+       "Ecuador                             2.53942  \\n",\n+       "Bahrain                             1.73797  \\n",\n+       "Italy                               2.02518  \\n",\n+       "Bolivia                             2.82334  \\n",\n+       "Moldova                             3.10712  \\n",\n+       "Paraguay                            2.18896  \\n",\n+       "Kazakhstan                          2.24729  \\n",\n+       "Slovenia                            1.61583  \\n",\n+       "Lithuania                           2.44649  \\n",\n+       "Nicaragua                           2.32407  \\n",\n+       "Peru                                2.59450  \\n",\n+       "Belarus                             2.13090  \\n",\n+       "Poland                              1.86565  \\n",\n+       "Malaysia                            1.88541  \\n",\n+       "Croatia                             2.75414  \\n",\n+       "Libya                               2.09066  \\n",\n+       "Russia                              2.27394  \\n",\n+       "Jamaica                             2.32038  \\n",\n+       "North Cyprus                        1.59888  \\n",\n+       "Cyprus                              1.88931  \\n",\n+       "Algeria                             2.43209  \\n",\n+       "Kosovo                              2.76579  \\n",\n+       "Turkmenistan                        1.86984  \\n",\n+       "Mauritius                           1.76145  \\n",\n+       "Hong Kong                           0.65429  \\n",\n+       "Estonia                             1.58782  \\n",\n+       "Indonesia                           1.86399  \\n",\n+       "Vietnam                             2.20173  \\n",\n+       "Turkey                              2.08528  \\n",\n+       "Kyrgyzstan                          2.23270  \\n",\n+       "Nigeria                             2.89319  \\n",\n+       "Bhutan                              1.63794  \\n",\n+       "Azerbaijan                          2.00073  \\n",\n+       "Pakistan                            3.10709  \\n",\n+       "Jordan                              1.87996  \\n",\n+       "Montenegro                          2.10017  \\n",\n+       "China                               1.86040  \\n",\n+       "Zambia                              2.63430  \\n",\n+       "Romania                             1.93129  \\n",\n+       "Serbia                              2.02500  \\n",\n+       "Portugal                            1.26462  \\n",\n+       "Latvia                              1.62215  \\n",\n+       "Philippines                         1.75360  \\n",\n+       "Somaliland region                   2.11032  \\n",\n+       "Morocco                             2.45373  \\n",\n+       "Macedonia                           1.73933  \\n",\n+       "Mozambique                          3.05137  \\n",\n+       "Albania                             1.89894  \\n",\n+       "Bosnia and Herzegovina              2.06367  \\n",\n+       "Lesotho                             2.79832  \\n",\n+       "Dominican Republic                  1.21305  \\n",\n+       "Laos                                1.73799  \\n",\n+       "Mongolia                            1.34759  \\n",\n+       "Swaziland                           2.48676  \\n",\n+       "Greece                              1.80101  \\n",\n+       "Lebanon                             1.57059  \\n",\n+       "Hungary                             1.24074  \\n",\n+       "Honduras                            1.84408  \\n",\n+       "Tajikistan                          2.11399  \\n",\n+       "Tunisia                             2.12466  \\n",\n+       "Palestinian Territories             2.04384  \\n",\n+       "Bangladesh                          2.51767  \\n",\n+       "Iran                                1.69440  \\n",\n+       "Ukraine                             1.57140  \\n",\n+       "Iraq                                1.95335  \\n",\n+       "South Africa                        1.71956  \\n",\n+       "Ghana                               2.30919  \\n",\n+       "Zimbabwe                            2.44191  \\n",\n+       "Liberia                             2.77729  \\n",\n+       "India                               2.27513  \\n",\n+       "Sudan                               2.20857  \\n",\n+       "Haiti                               2.24173  \\n",\n+       "Congo (Kinshasa)                    2.86712  \\n",\n+       "Nepal                               1.95637  \\n",\n+       "Ethiopia                            2.44876  \\n",\n+       "Sierra Leone                        2.51009  \\n",\n+       "Mauritania                          2.11773  \\n",\n+       "Kenya                               1.78555  \\n",\n+       "Djibouti                            2.05125  \\n",\n+       "Armenia                             1.75873  \\n",\n+       "Botswana                            1.46181  \\n",\n+       "Myanmar                             1.41805  \\n",\n+       "Georgia                             1.59541  \\n",\n+       "Malawi                              2.80791  \\n",\n+       "Sri Lanka                           0.67108  \\n",\n+       "Cameroon                            1.95071  \\n",\n+       "Bulgaria                            0.89991  \\n",\n+       "Egypt                               1.59927  \\n",\n+       "Yemen                               1.92313  \\n",\n+       "Angola                              1.94939  \\n",\n+       "Mali                                1.79293  \\n",\n+       "Congo (Brazzaville)                 1.68135  \\n",\n+       "Comoros                             1.95812  \\n",\n+       "Uganda                              1.42766  \\n",\n+       "Senegal                             1.44395  \\n",\n+       "Gabon                               0.99895  \\n",\n+       "Niger                               1.87877  \\n",\n+       "Cambodia                            0.98195  \\n",\n+       "Tanzania                            1.38079  \\n",\n+       "Madagascar                          1.85100  \\n",\n+       "Central African Republic            2.72230  \\n",\n+       "Chad                                1.94296  \\n",\n+       "Guinea                              1.99172  \\n",\n+       "Ivory Coast                         1.41723  \\n",\n+       "Burkina Faso                        1.46494  \\n",\n+       "Afghanistan                         1.95210  \\n",\n+       "Rwanda                              0.67042  \\n",\n+       "Benin                               1.63328  \\n",\n+       "Syria                               0.32858  \\n",\n+       "Burundi                             1.83302  \\n",\n+       "Togo                                1.56726  "\n       ]\n      },\n-     "execution_count": 5,\n+     "execution_count": 20,\n      "metadata": {},\n      "output_type": "execute_result"\n     }\n    ],\n    "source": [\n-    "df[df[\\"Region\\"] == \\"Latin America and Caribbean\\"]"\n+    "df"\n    ]\n   },\n+  {\n+   "cell_type": "code",\n+   "execution_count": null,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": []\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": null,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": []\n+  },\n   {\n    "cell_type": "code",\n    "execution_count": null,\n@@ -960,10 +8135,10 @@\n    "name": "python",\n    "nbconvert_exporter": "python",\n    "pygments_lexer": "ipython3",\n-   "version": "3.6.5"\n+   "version": "3.6.1"\n   },\n   "nteract": {\n-   "version": "nteract-on-jupyter@1.6.1"\n+   "version": "nteract-on-jupyter@1.7.0"\n   }\n  },\n  "nbformat": 4,\ndiff --git a/packages/transform-dataresource/src/charts.js b/packages/transform-dataresource/src/charts.js\nindex 591a06457..29bf2c144 100644\n--- a/packages/transform-dataresource/src/charts.js\n+++ b/packages/transform-dataresource/src/charts.js\n@@ -19,6 +19,11 @@ const parentPath = (d, pathArray) => {\n   return pathArray;\n };\n \n+const fontScale = scaleLinear()\n+  .domain([8, 25])\n+  .range([14, 8])\n+  .clamp(true);\n+\n const hierarchicalTooltip = (d, primaryKey, metric) => {\n   const pathString = d.parent\n     ? parentPath(d.parent, (d.key && [d.key]) || []).join("->")\n@@ -191,7 +196,6 @@ const semioticNetwork = (data, schema, options) => {\n       stroke: colorHash[d.id],\n       strokeOpacity: 0.5\n     }),\n-    nodeLabels: true,\n     nodeSizeAccessor: d => d.degree,\n     networkType: {\n       type: networkType == "force" ? "motifs" : networkType,\n@@ -434,8 +438,12 @@ const semioticSummaryChart = (data, schema, options) => {\n       stroke: "white"\n     }),\n     oPadding: 5,\n-    oLabel: true,\n-    margin: { top: 25, right: 10, bottom: 50, left: 70 },\n+    oLabel: d => (\n+      <text textAnchor="end" fontSize={`${fontScale(d.length)}px`}>\n+        {d}\n+      </text>\n+    ),\n+    margin: { top: 25, right: 10, bottom: 50, left: 100 },\n     axis: { orient: "left", label: rAccessor },\n     baseMarkProps: { forceUpdate: true },\n     pieceHoverAnnotation: summaryType === "violin",\n@@ -459,7 +467,7 @@ const semioticSummaryChart = (data, schema, options) => {\n const semioticScatterplot = (data, schema, options) => {\n   const height = options.height - 150 || 500;\n \n-  const { chart } = options;\n+  const { chart, primaryKey } = options;\n \n   const { dim1, dim2, metric1, metric2, metric3 } = chart;\n \n@@ -534,6 +542,29 @@ const semioticScatterplot = (data, schema, options) => {\n     size: [height + 200, height + 50],\n     margin: { left: 75, bottom: 50, right: 150, top: 20 },\n     annotations: annotations,\n+    tooltipContent: d => (\n+      <div className="tooltip-content">\n+        <h2>{primaryKey.map(p => d[p]).join(", ")}</h2>\n+        {dim1 &&\n+          dim1 !== "none" && (\n+            <p>\n+              {dim1}: {d[dim1]}\n+            </p>\n+          )}\n+        <p>\n+          {metric1}: {d[metric1]}\n+        </p>\n+        <p>\n+          {metric2}: {d[metric2]}\n+        </p>\n+        {metric3 &&\n+          metric3 !== "none" && (\n+            <p>\n+              {metric3}: {d[metric3]}\n+            </p>\n+          )}\n+      </div>\n+    ),\n     ...additionalSettings\n   };\n };\ndiff --git a/packages/transform-dataresource/src/index.js b/packages/transform-dataresource/src/index.js\nindex 491d45f8b..5429c3b78 100644\n--- a/packages/transform-dataresource/src/index.js\n+++ b/packages/transform-dataresource/src/index.js\n@@ -102,18 +102,29 @@ const availableLineTypes = [\n   }\n ];\n \n-const metricDimSelector = (values, selectionFunction, title, required) => (\n-  <div style={{ display: "inline-block", margin: "0 10px" }}>\n-    <h2>{title}</h2>\n-    <select onChange={e => selectionFunction(e.target.value)}>\n-      {(required ? values : ["none", ...values]).map(d => (\n-        <option key={`selector-option-${d}`} value={d} label={d}>\n-          {d}\n-        </option>\n-      ))}\n-    </select>\n-  </div>\n-);\n+const metricDimSelector = (\n+  values,\n+  selectionFunction,\n+  title,\n+  required,\n+  selectedValue\n+) => {\n+  return (\n+    <div style={{ display: "inline-block", margin: "0 10px" }}>\n+      <h2>{title}</h2>\n+      <select\n+        value={selectedValue}\n+        onChange={e => selectionFunction(e.target.value)}\n+      >\n+        {(required ? values : ["none", ...values]).map(d => (\n+          <option key={`selector-option-${d}`} value={d} label={d}>\n+            {d}\n+          </option>\n+        ))}\n+      </select>\n+    </div>\n+  );\n+};\n \n /*\n   contour is an option for scatterplot\n@@ -303,68 +314,80 @@ class DataResourceTransform extends React.Component<Props, State> {\n             metrics.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, metric1: d } }),\n             view === "scatter" ? "X" : "Metric",\n-            true\n+            true,\n+            chart.metric1\n           )}\n         {view === "scatter" &&\n           metricDimSelector(\n             metrics.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, metric2: d } }),\n             "Y",\n-            true\n+            true,\n+            chart.metric2\n           )}\n         {(view === "scatter" || view === "bar") &&\n           metricDimSelector(\n             metrics.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, metric3: d } }),\n-            view === "bar" ? "WIDTH" : "SIZE"\n+            view === "bar" ? "WIDTH" : "SIZE",\n+            false,\n+            chart.metric3\n           )}\n         {(view === "summary" || view === "scatter" || view === "bar") &&\n           metricDimSelector(\n             dimensions.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, dim1: d } }),\n             view === "summary" ? "CATEGORY" : "COLOR",\n-            true\n+            true,\n+            chart.dim1\n           )}\n         {view === "scatter" &&\n           metricDimSelector(\n             dimensions.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, dim2: d } }),\n-            "LABELS"\n+            "LABELS",\n+            false,\n+            chart.dim2\n           )}\n         {view === "network" &&\n           metricDimSelector(\n             dimensions.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, dim1: d } }),\n             "SOURCE",\n-            true\n+            true,\n+            chart.dim1\n           )}\n         {view === "network" &&\n           metricDimSelector(\n             dimensions.map(d => d.name),\n             d => this.updateChart({ chart: { ...chart, dim2: d } }),\n             "TARGET",\n-            true\n+            true,\n+            chart.dim2\n           )}\n         {view === "network" &&\n           metricDimSelector(\n             ["force", "sankey"],\n             d => this.updateChart({ networkType: d }),\n             "TYPE",\n-            true\n+            true,\n+            networkType\n           )}\n         {view === "hierarchy" &&\n           metricDimSelector(\n             ["dendrogram", "treemap", "partition"],\n             d => this.updateChart({ hierarchyType: d }),\n             "TYPE",\n-            true\n+            true,\n+            hierarchyType\n           )}\n         {view === "summary" &&\n           metricDimSelector(\n             ["violin", "boxplot", "joy", "heatmap", "histogram"],\n             d => this.updateChart({ summaryType: d }),\n             "TYPE",\n-            true\n+            true,\n+            summaryType\n           )}\n         {view === "line" && (\n           <div>\n@@ -484,8 +507,7 @@ class DataResourceTransform extends React.Component<Props, State> {\n         `}</style>\n       </div>\n     );\n-    console.log("updatedState", updatedState);\n-    console.log("this.state", this.state);\n+\n     this.setState({\n       displayChart: {\n         ...this.state.displayChart,\n', 'commit_subject': 'Fix labels and update select behavior', 'repo_name': 'nteract/nteract', 'committer': {'name': 'Elijah Meeks', 'email': 'a63c273dcb55572d928b89961122ad3a684ba912@gmail.com', 'time_sec': '1525983132', 'tz_offset': '-420', 'date': {'seconds': '1525983132'}}, 'commit_tree': '69d44bf3cffbfffabc5a9f81768de6537acb8c09', 'commit_message': 'Fix labels and update select behavior\n', 'language_name': 'TypeScript', 'license': 'bsd-3-clause', 'hunks': '@@ -2,7 +2,7 @@\n  "cells": [\n   {\n    "cell_type": "code",\n-   "execution_count": 2,\n+   "execution_count": 8,\n    "metadata": {},\n    "outputs": [],\n    "source": [\n@@ -13,7 +13,7 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 3,\n+   "execution_count": 9,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -26,7 +26,7 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 4,\n+   "execution_count": 16,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -43,7 +43,7 @@\n        "       \'Sub-Saharan Africa\', \'Southern Asia\'], dtype=object)"\n       ]\n      },\n-     "execution_count": 4,\n+     "execution_count": 16,\n      "metadata": {},\n      "output_type": "execute_result"\n     }\n@@ -54,7 +54,20 @@\n   },\n   {\n    "cell_type": "code",\n-   "execution_count": 5,\n+   "execution_count": 11,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": [\n+    "df = df.set_index(\\"Country\\")"\n+   ]\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": 19,\n    "metadata": {\n     "collapsed": false,\n     "inputHidden": false,\n@@ -65,6 +78,2657 @@\n      "data": {\n       "application/vnd.dataresource+json": {\n        "data": [\n+        {\n+         "Country": "Czech Republic",\n+         "Dystopia Residual": 2.67782,\n+         "Economy (GDP per Capita)": 1.17898,\n+         "Family": 1.20643,\n+         "Freedom": 0.46364,\n+         "Generosity": 0.10686,\n+         "Happiness Rank": 31,\n+         "Happiness Score": 6.505,\n+         "Health (Life Expectancy)": 0.84483,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04168,\n+         "Trust (Government Corruption)": 0.02652\n+        },\n+        {\n+         "Country": "Uzbekistan",\n+         "Dystopia Residual": 2.23741,\n+         "Economy (GDP per Capita)": 0.63244,\n+         "Family": 1.34043,\n+         "Freedom": 0.65821,\n+         "Generosity": 0.22837,\n+         "Happiness Rank": 44,\n+         "Happiness Score": 6.003,\n+         "Health (Life Expectancy)": 0.59772,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04361,\n+         "Trust (Government Corruption)": 0.30826\n+        },\n+        {\n+         "Country": "Slovakia",\n+         "Dystopia Residual": 2.24639,\n+         "Economy (GDP per Capita)": 1.16891,\n+         "Family": 1.26999,\n+         "Freedom": 0.31751,\n+         "Generosity": 0.16893,\n+         "Happiness Rank": 45,\n+         "Happiness Score": 5.995,\n+         "Health (Life Expectancy)": 0.78902,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04267,\n+         "Trust (Government Corruption)": 0.03431\n+        },\n+        {\n+         "Country": "Moldova",\n+         "Dystopia Residual": 3.10712,\n+         "Economy (GDP per Capita)": 0.59448,\n+         "Family": 1.01528,\n+         "Freedom": 0.32818,\n+         "Generosity": 0.20951,\n+         "Happiness Rank": 52,\n+         "Happiness Score": 5.889,\n+         "Health (Life Expectancy)": 0.61826,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03799,\n+         "Trust (Government Corruption)": 0.01615\n+        },\n+        {\n+         "Country": "Kazakhstan",\n+         "Dystopia Residual": 2.24729,\n+         "Economy (GDP per Capita)": 1.12254,\n+         "Family": 1.12241,\n+         "Freedom": 0.51649,\n+         "Generosity": 0.11827,\n+         "Happiness Rank": 54,\n+         "Happiness Score": 5.855,\n+         "Health (Life Expectancy)": 0.64368,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04114,\n+         "Trust (Government Corruption)": 0.08454\n+        },\n+        {\n+         "Country": "Slovenia",\n+         "Dystopia Residual": 1.61583,\n+         "Economy (GDP per Capita)": 1.18498,\n+         "Family": 1.27385,\n+         "Freedom": 0.60855,\n+         "Generosity": 0.25328,\n+         "Happiness Rank": 55,\n+         "Happiness Score": 5.848,\n+         "Health (Life Expectancy)": 0.87337,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04251,\n+         "Trust (Government Corruption)": 0.03787\n+        },\n+        {\n+         "Country": "Lithuania",\n+         "Dystopia Residual": 2.44649,\n+         "Economy (GDP per Capita)": 1.14723,\n+         "Family": 1.25745,\n+         "Freedom": 0.21342,\n+         "Generosity": 0.02641,\n+         "Happiness Rank": 56,\n+         "Happiness Score": 5.833,\n+         "Health (Life Expectancy)": 0.73128,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03843,\n+         "Trust (Government Corruption)": 0.01031\n+        },\n+        {\n+         "Country": "Belarus",\n+         "Dystopia Residual": 2.1309,\n+         "Economy (GDP per Capita)": 1.03192,\n+         "Family": 1.23289,\n+         "Freedom": 0.37938,\n+         "Generosity": 0.11046,\n+         "Happiness Rank": 59,\n+         "Happiness Score": 5.813,\n+         "Health (Life Expectancy)": 0.73608,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03938,\n+         "Trust (Government Corruption)": 0.1909\n+        },\n+        {\n+         "Country": "Poland",\n+         "Dystopia Residual": 1.86565,\n+         "Economy (GDP per Capita)": 1.12555,\n+         "Family": 1.27948,\n+         "Freedom": 0.53122,\n+         "Generosity": 0.16759,\n+         "Happiness Rank": 60,\n+         "Happiness Score": 5.791,\n+         "Health (Life Expectancy)": 0.77903,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04263,\n+         "Trust (Government Corruption)": 0.04212\n+        },\n+        {\n+         "Country": "Croatia",\n+         "Dystopia Residual": 2.75414,\n+         "Economy (GDP per Capita)": 1.08254,\n+         "Family": 0.79624,\n+         "Freedom": 0.25883,\n+         "Generosity": 0.05444,\n+         "Happiness Rank": 62,\n+         "Happiness Score": 5.759,\n+         "Health (Life Expectancy)": 0.78805,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.0243\n+        },\n+        {\n+         "Country": "Russia",\n+         "Dystopia Residual": 2.27394,\n+         "Economy (GDP per Capita)": 1.13764,\n+         "Family": 1.23617,\n+         "Freedom": 0.36679,\n+         "Generosity": 0.00199,\n+         "Happiness Rank": 64,\n+         "Happiness Score": 5.716,\n+         "Health (Life Expectancy)": 0.66926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03135,\n+         "Trust (Government Corruption)": 0.03005\n+        },\n+        {\n+         "Country": "Kosovo",\n+         "Dystopia Residual": 2.76579,\n+         "Economy (GDP per Capita)": 0.80148,\n+         "Family": 0.81198,\n+         "Freedom": 0.24749,\n+         "Generosity": 0.2831,\n+         "Happiness Rank": 69,\n+         "Happiness Score": 5.589,\n+         "Health (Life Expectancy)": 0.63132,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05018,\n+         "Trust (Government Corruption)": 0.04741\n+        },\n+        {\n+         "Country": "Turkmenistan",\n+         "Dystopia Residual": 1.86984,\n+         "Economy (GDP per Capita)": 0.95847,\n+         "Family": 1.22668,\n+         "Freedom": 0.4761,\n+         "Generosity": 0.16979,\n+         "Happiness Rank": 70,\n+         "Happiness Score": 5.548,\n+         "Health (Life Expectancy)": 0.53886,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04175,\n+         "Trust (Government Corruption)": 0.30844\n+        },\n+        {\n+         "Country": "Mauritius",\n+         "Dystopia Residual": 1.76145,\n+         "Economy (GDP per Capita)": 1.00761,\n+         "Family": 0.98521,\n+         "Freedom": 0.56066,\n+         "Generosity": 0.37744,\n+         "Happiness Rank": 71,\n+         "Happiness Score": 5.477,\n+         "Health (Life Expectancy)": 0.7095,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07197,\n+         "Trust (Government Corruption)": 0.07521\n+        },\n+        {\n+         "Country": "Estonia",\n+         "Dystopia Residual": 1.58782,\n+         "Economy (GDP per Capita)": 1.15174,\n+         "Family": 1.22791,\n+         "Freedom": 0.44888,\n+         "Generosity": 0.0868,\n+         "Happiness Rank": 73,\n+         "Happiness Score": 5.429,\n+         "Health (Life Expectancy)": 0.77361,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04013,\n+         "Trust (Government Corruption)": 0.15184\n+        },\n+        {\n+         "Country": "Kyrgyzstan",\n+         "Dystopia Residual": 2.2327,\n+         "Economy (GDP per Capita)": 0.47428,\n+         "Family": 1.15115,\n+         "Freedom": 0.43477,\n+         "Generosity": 0.3003,\n+         "Happiness Rank": 77,\n+         "Happiness Score": 5.286,\n+         "Health (Life Expectancy)": 0.65088,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03823,\n+         "Trust (Government Corruption)": 0.04232\n+        },\n+        {\n+         "Country": "Nigeria",\n+         "Dystopia Residual": 2.89319,\n+         "Economy (GDP per Capita)": 0.65435,\n+         "Family": 0.90432,\n+         "Freedom": 0.34334,\n+         "Generosity": 0.27233,\n+         "Happiness Rank": 78,\n+         "Happiness Score": 5.268,\n+         "Health (Life Expectancy)": 0.16007,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04192,\n+         "Trust (Government Corruption)": 0.0403\n+        },\n+        {\n+         "Country": "Azerbaijan",\n+         "Dystopia Residual": 2.00073,\n+         "Economy (GDP per Capita)": 1.02389,\n+         "Family": 0.93793,\n+         "Freedom": 0.3703,\n+         "Generosity": 0.07799,\n+         "Happiness Rank": 80,\n+         "Happiness Score": 5.212,\n+         "Health (Life Expectancy)": 0.64045,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03363,\n+         "Trust (Government Corruption)": 0.16065\n+        },\n+        {\n+         "Country": "Montenegro",\n+         "Dystopia Residual": 2.10017,\n+         "Economy (GDP per Capita)": 0.97438,\n+         "Family": 0.90557,\n+         "Freedom": 0.1826,\n+         "Generosity": 0.1614,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.72521,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05235,\n+         "Trust (Government Corruption)": 0.14296\n+        },\n+        {\n+         "Country": "Zambia",\n+         "Dystopia Residual": 2.6343,\n+         "Economy (GDP per Capita)": 0.47038,\n+         "Family": 0.91612,\n+         "Freedom": 0.48827,\n+         "Generosity": 0.19591,\n+         "Happiness Rank": 85,\n+         "Happiness Score": 5.129,\n+         "Health (Life Expectancy)": 0.29924,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06988,\n+         "Trust (Government Corruption)": 0.12468\n+        },\n+        {\n+         "Country": "Romania",\n+         "Dystopia Residual": 1.93129,\n+         "Economy (GDP per Capita)": 1.04345,\n+         "Family": 0.88588,\n+         "Freedom": 0.35068,\n+         "Generosity": 0.13748,\n+         "Happiness Rank": 86,\n+         "Happiness Score": 5.124,\n+         "Health (Life Expectancy)": 0.7689,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06607,\n+         "Trust (Government Corruption)": 0.00649\n+        },\n+        {\n+         "Country": "Serbia",\n+         "Dystopia Residual": 2.025,\n+         "Economy (GDP per Capita)": 0.92053,\n+         "Family": 1.00964,\n+         "Freedom": 0.20107,\n+         "Generosity": 0.19231,\n+         "Happiness Rank": 87,\n+         "Happiness Score": 5.123,\n+         "Health (Life Expectancy)": 0.74836,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04864,\n+         "Trust (Government Corruption)": 0.02617\n+        },\n+        {\n+         "Country": "Latvia",\n+         "Dystopia Residual": 1.62215,\n+         "Economy (GDP per Capita)": 1.11312,\n+         "Family": 1.09562,\n+         "Freedom": 0.29671,\n+         "Generosity": 0.18226,\n+         "Happiness Rank": 89,\n+         "Happiness Score": 5.098,\n+         "Health (Life Expectancy)": 0.72437,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.0464,\n+         "Trust (Government Corruption)": 0.06332\n+        },\n+        {\n+         "Country": "Somaliland region",\n+         "Dystopia Residual": 2.11032,\n+         "Economy (GDP per Capita)": 0.18847,\n+         "Family": 0.95152,\n+         "Freedom": 0.46582,\n+         "Generosity": 0.50318,\n+         "Happiness Rank": 91,\n+         "Happiness Score": 5.057,\n+         "Health (Life Expectancy)": 0.43873,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06161,\n+         "Trust (Government Corruption)": 0.39928\n+        },\n+        {\n+         "Country": "Macedonia",\n+         "Dystopia Residual": 1.73933,\n+         "Economy (GDP per Capita)": 0.91851,\n+         "Family": 1.00232,\n+         "Freedom": 0.33457,\n+         "Generosity": 0.22359,\n+         "Happiness Rank": 93,\n+         "Happiness Score": 5.007,\n+         "Health (Life Expectancy)": 0.73545,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05376,\n+         "Trust (Government Corruption)": 0.05327\n+        },\n+        {\n+         "Country": "Mozambique",\n+         "Dystopia Residual": 3.05137,\n+         "Economy (GDP per Capita)": 0.08308,\n+         "Family": 1.02626,\n+         "Freedom": 0.34037,\n+         "Generosity": 0.22269,\n+         "Happiness Rank": 94,\n+         "Happiness Score": 4.971,\n+         "Health (Life Expectancy)": 0.09131,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07896,\n+         "Trust (Government Corruption)": 0.15603\n+        },\n+        {\n+         "Country": "Albania",\n+         "Dystopia Residual": 1.89894,\n+         "Economy (GDP per Capita)": 0.87867,\n+         "Family": 0.80434,\n+         "Freedom": 0.35733,\n+         "Generosity": 0.14272,\n+         "Happiness Rank": 95,\n+         "Happiness Score": 4.959,\n+         "Health (Life Expectancy)": 0.81325,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05013,\n+         "Trust (Government Corruption)": 0.06413\n+        },\n+        {\n+         "Country": "Bosnia and Herzegovina",\n+         "Dystopia Residual": 2.06367,\n+         "Economy (GDP per Capita)": 0.83223,\n+         "Family": 0.91916,\n+         "Freedom": 0.09245,\n+         "Generosity": 0.24808,\n+         "Happiness Rank": 96,\n+         "Happiness Score": 4.949,\n+         "Health (Life Expectancy)": 0.79081,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06913,\n+         "Trust (Government Corruption)": 0.00227\n+        },\n+        {\n+         "Country": "Lesotho",\n+         "Dystopia Residual": 2.79832,\n+         "Economy (GDP per Capita)": 0.37545,\n+         "Family": 1.04103,\n+         "Freedom": 0.31767,\n+         "Generosity": 0.16388,\n+         "Happiness Rank": 97,\n+         "Happiness Score": 4.898,\n+         "Health (Life Expectancy)": 0.07612,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.09438,\n+         "Trust (Government Corruption)": 0.12504\n+        },\n+        {\n+         "Country": "Swaziland",\n+         "Dystopia Residual": 2.48676,\n+         "Economy (GDP per Capita)": 0.71206,\n+         "Family": 1.07284,\n+         "Freedom": 0.30658,\n+         "Generosity": 0.18259,\n+         "Happiness Rank": 101,\n+         "Happiness Score": 4.867,\n+         "Health (Life Expectancy)": 0.07566,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08742,\n+         "Trust (Government Corruption)": 0.0306\n+        },\n+        {\n+         "Country": "Hungary",\n+         "Dystopia Residual": 1.24074,\n+         "Economy (GDP per Capita)": 1.12094,\n+         "Family": 1.20215,\n+         "Freedom": 0.32112,\n+         "Generosity": 0.128,\n+         "Happiness Rank": 104,\n+         "Happiness Score": 4.8,\n+         "Health (Life Expectancy)": 0.75905,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06107,\n+         "Trust (Government Corruption)": 0.02758\n+        },\n+        {\n+         "Country": "Tajikistan",\n+         "Dystopia Residual": 2.11399,\n+         "Economy (GDP per Capita)": 0.39047,\n+         "Family": 0.85563,\n+         "Freedom": 0.47216,\n+         "Generosity": 0.22974,\n+         "Happiness Rank": 106,\n+         "Happiness Score": 4.786,\n+         "Health (Life Expectancy)": 0.57379,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03198,\n+         "Trust (Government Corruption)": 0.15072\n+        },\n+        {\n+         "Country": "Ukraine",\n+         "Dystopia Residual": 1.5714,\n+         "Economy (GDP per Capita)": 0.79907,\n+         "Family": 1.20278,\n+         "Freedom": 0.25123,\n+         "Generosity": 0.15275,\n+         "Happiness Rank": 111,\n+         "Happiness Score": 4.681,\n+         "Health (Life Expectancy)": 0.6739,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04412,\n+         "Trust (Government Corruption)": 0.02961\n+        },\n+        {\n+         "Country": "South Africa",\n+         "Dystopia Residual": 1.71956,\n+         "Economy (GDP per Capita)": 0.92049,\n+         "Family": 1.18468,\n+         "Freedom": 0.33207,\n+         "Generosity": 0.11973,\n+         "Happiness Rank": 113,\n+         "Happiness Score": 4.642,\n+         "Health (Life Expectancy)": 0.27688,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04585,\n+         "Trust (Government Corruption)": 0.08884\n+        },\n+        {\n+         "Country": "Ghana",\n+         "Dystopia Residual": 2.30919,\n+         "Economy (GDP per Capita)": 0.54558,\n+         "Family": 0.67954,\n+         "Freedom": 0.42342,\n+         "Generosity": 0.23087,\n+         "Happiness Rank": 114,\n+         "Happiness Score": 4.633,\n+         "Health (Life Expectancy)": 0.40132,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04742,\n+         "Trust (Government Corruption)": 0.04355\n+        },\n+        {\n+         "Country": "Zimbabwe",\n+         "Dystopia Residual": 2.44191,\n+         "Economy (GDP per Capita)": 0.271,\n+         "Family": 1.03276,\n+         "Freedom": 0.25861,\n+         "Generosity": 0.18987,\n+         "Happiness Rank": 115,\n+         "Happiness Score": 4.61,\n+         "Health (Life Expectancy)": 0.33475,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0429,\n+         "Trust (Government Corruption)": 0.08079\n+        },\n+        {\n+         "Country": "Liberia",\n+         "Dystopia Residual": 2.77729,\n+         "Economy (GDP per Capita)": 0.0712,\n+         "Family": 0.78968,\n+         "Freedom": 0.28531,\n+         "Generosity": 0.24362,\n+         "Happiness Rank": 116,\n+         "Happiness Score": 4.571,\n+         "Health (Life Expectancy)": 0.34201,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.11068,\n+         "Trust (Government Corruption)": 0.06232\n+        },\n+        {\n+         "Country": "Sudan",\n+         "Dystopia Residual": 2.20857,\n+         "Economy (GDP per Capita)": 0.52107,\n+         "Family": 1.01404,\n+         "Freedom": 0.10081,\n+         "Generosity": 0.19062,\n+         "Happiness Rank": 118,\n+         "Happiness Score": 4.55,\n+         "Health (Life Expectancy)": 0.36878,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0674,\n+         "Trust (Government Corruption)": 0.1466\n+        },\n+        {\n+         "Country": "Congo (Kinshasa)",\n+         "Dystopia Residual": 2.86712,\n+         "Economy (GDP per Capita)": 0,\n+         "Family": 1.0012,\n+         "Freedom": 0.22605,\n+         "Generosity": 0.24834,\n+         "Happiness Rank": 120,\n+         "Happiness Score": 4.517,\n+         "Health (Life Expectancy)": 0.09806,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0368,\n+         "Trust (Government Corruption)": 0.07625\n+        },\n+        {\n+         "Country": "Ethiopia",\n+         "Dystopia Residual": 2.44876,\n+         "Economy (GDP per Capita)": 0.19073,\n+         "Family": 0.60406,\n+         "Freedom": 0.4345,\n+         "Generosity": 0.24325,\n+         "Happiness Rank": 122,\n+         "Happiness Score": 4.512,\n+         "Health (Life Expectancy)": 0.44055,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.15048\n+        },\n+        {\n+         "Country": "Sierra Leone",\n+         "Dystopia Residual": 2.51009,\n+         "Economy (GDP per Capita)": 0.33024,\n+         "Family": 0.95571,\n+         "Freedom": 0.4084,\n+         "Generosity": 0.21488,\n+         "Happiness Rank": 123,\n+         "Happiness Score": 4.507,\n+         "Health (Life Expectancy)": 0,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07068,\n+         "Trust (Government Corruption)": 0.08786\n+        },\n+        {\n+         "Country": "Mauritania",\n+         "Dystopia Residual": 2.11773,\n+         "Economy (GDP per Capita)": 0.45407,\n+         "Family": 0.86908,\n+         "Freedom": 0.24232,\n+         "Generosity": 0.219,\n+         "Happiness Rank": 124,\n+         "Happiness Score": 4.436,\n+         "Health (Life Expectancy)": 0.35874,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03947,\n+         "Trust (Government Corruption)": 0.17461\n+        },\n+        {\n+         "Country": "Kenya",\n+         "Dystopia Residual": 1.78555,\n+         "Economy (GDP per Capita)": 0.36471,\n+         "Family": 0.99876,\n+         "Freedom": 0.42215,\n+         "Generosity": 0.37542,\n+         "Happiness Rank": 125,\n+         "Happiness Score": 4.419,\n+         "Health (Life Expectancy)": 0.41435,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04734,\n+         "Trust (Government Corruption)": 0.05839\n+        },\n+        {\n+         "Country": "Djibouti",\n+         "Dystopia Residual": 2.05125,\n+         "Economy (GDP per Capita)": 0.44025,\n+         "Family": 0.59207,\n+         "Freedom": 0.46074,\n+         "Generosity": 0.18093,\n+         "Happiness Rank": 126,\n+         "Happiness Score": 4.369,\n+         "Health (Life Expectancy)": 0.36291,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08096,\n+         "Trust (Government Corruption)": 0.28105\n+        },\n+        {\n+         "Country": "Armenia",\n+         "Dystopia Residual": 1.75873,\n+         "Economy (GDP per Capita)": 0.76821,\n+         "Family": 0.77711,\n+         "Freedom": 0.19847,\n+         "Generosity": 0.07855,\n+         "Happiness Rank": 127,\n+         "Happiness Score": 4.35,\n+         "Health (Life Expectancy)": 0.7299,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04763,\n+         "Trust (Government Corruption)": 0.039\n+        },\n+        {\n+         "Country": "Botswana",\n+         "Dystopia Residual": 1.46181,\n+         "Economy (GDP per Capita)": 0.99355,\n+         "Family": 1.10464,\n+         "Freedom": 0.49495,\n+         "Generosity": 0.10461,\n+         "Happiness Rank": 128,\n+         "Happiness Score": 4.332,\n+         "Health (Life Expectancy)": 0.04776,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12474\n+        },\n+        {\n+         "Country": "Georgia",\n+         "Dystopia Residual": 1.59541,\n+         "Economy (GDP per Capita)": 0.7419,\n+         "Family": 0.38562,\n+         "Freedom": 0.40577,\n+         "Generosity": 0.05547,\n+         "Happiness Rank": 130,\n+         "Happiness Score": 4.297,\n+         "Health (Life Expectancy)": 0.72926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04221,\n+         "Trust (Government Corruption)": 0.38331\n+        },\n+        {\n+         "Country": "Malawi",\n+         "Dystopia Residual": 2.80791,\n+         "Economy (GDP per Capita)": 0.01604,\n+         "Family": 0.41134,\n+         "Freedom": 0.43054,\n+         "Generosity": 0.33128,\n+         "Happiness Rank": 131,\n+         "Happiness Score": 4.292,\n+         "Health (Life Expectancy)": 0.22562,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0613,\n+         "Trust (Government Corruption)": 0.06977\n+        },\n+        {\n+         "Country": "Cameroon",\n+         "Dystopia Residual": 1.95071,\n+         "Economy (GDP per Capita)": 0.4225,\n+         "Family": 0.88767,\n+         "Freedom": 0.49309,\n+         "Generosity": 0.20618,\n+         "Happiness Rank": 133,\n+         "Happiness Score": 4.252,\n+         "Health (Life Expectancy)": 0.23402,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04678,\n+         "Trust (Government Corruption)": 0.05786\n+        },\n+        {\n+         "Country": "Bulgaria",\n+         "Dystopia Residual": 0.89991,\n+         "Economy (GDP per Capita)": 1.01216,\n+         "Family": 1.10614,\n+         "Freedom": 0.30587,\n+         "Generosity": 0.11921,\n+         "Happiness Rank": 134,\n+         "Happiness Score": 4.218,\n+         "Health (Life Expectancy)": 0.76649,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04828,\n+         "Trust (Government Corruption)": 0.00872\n+        },\n+        {\n+         "Country": "Angola",\n+         "Dystopia Residual": 1.94939,\n+         "Economy (GDP per Capita)": 0.75778,\n+         "Family": 0.8604,\n+         "Freedom": 0.10384,\n+         "Generosity": 0.12344,\n+         "Happiness Rank": 137,\n+         "Happiness Score": 4.033,\n+         "Health (Life Expectancy)": 0.16683,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04758,\n+         "Trust (Government Corruption)": 0.07122\n+        },\n+        {\n+         "Country": "Mali",\n+         "Dystopia Residual": 1.79293,\n+         "Economy (GDP per Capita)": 0.26074,\n+         "Family": 1.03526,\n+         "Freedom": 0.38857,\n+         "Generosity": 0.18798,\n+         "Happiness Rank": 138,\n+         "Happiness Score": 3.995,\n+         "Health (Life Expectancy)": 0.20583,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05602,\n+         "Trust (Government Corruption)": 0.12352\n+        },\n+        {\n+         "Country": "Congo (Brazzaville)",\n+         "Dystopia Residual": 1.68135,\n+         "Economy (GDP per Capita)": 0.67866,\n+         "Family": 0.6629,\n+         "Freedom": 0.41466,\n+         "Generosity": 0.12388,\n+         "Happiness Rank": 139,\n+         "Happiness Score": 3.989,\n+         "Health (Life Expectancy)": 0.31051,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06682,\n+         "Trust (Government Corruption)": 0.11686\n+        },\n+        {\n+         "Country": "Comoros",\n+         "Dystopia Residual": 1.95812,\n+         "Economy (GDP per Capita)": 0.23906,\n+         "Family": 0.79273,\n+         "Freedom": 0.22917,\n+         "Generosity": 0.17441,\n+         "Happiness Rank": 140,\n+         "Happiness Score": 3.956,\n+         "Health (Life Expectancy)": 0.36315,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04797,\n+         "Trust (Government Corruption)": 0.199\n+        },\n+        {\n+         "Country": "Uganda",\n+         "Dystopia Residual": 1.42766,\n+         "Economy (GDP per Capita)": 0.21102,\n+         "Family": 1.13299,\n+         "Freedom": 0.45727,\n+         "Generosity": 0.29066,\n+         "Happiness Rank": 141,\n+         "Happiness Score": 3.931,\n+         "Health (Life Expectancy)": 0.33861,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04317,\n+         "Trust (Government Corruption)": 0.07267\n+        },\n+        {\n+         "Country": "Senegal",\n+         "Dystopia Residual": 1.44395,\n+         "Economy (GDP per Capita)": 0.36498,\n+         "Family": 0.97619,\n+         "Freedom": 0.36772,\n+         "Generosity": 0.20843,\n+         "Happiness Rank": 142,\n+         "Happiness Score": 3.904,\n+         "Health (Life Expectancy)": 0.4354,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03608,\n+         "Trust (Government Corruption)": 0.10713\n+        },\n+        {\n+         "Country": "Gabon",\n+         "Dystopia Residual": 0.99895,\n+         "Economy (GDP per Capita)": 1.06024,\n+         "Family": 0.90528,\n+         "Freedom": 0.31914,\n+         "Generosity": 0.06822,\n+         "Happiness Rank": 143,\n+         "Happiness Score": 3.896,\n+         "Health (Life Expectancy)": 0.43372,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04547,\n+         "Trust (Government Corruption)": 0.11091\n+        },\n+        {\n+         "Country": "Niger",\n+         "Dystopia Residual": 1.87877,\n+         "Economy (GDP per Capita)": 0.0694,\n+         "Family": 0.77265,\n+         "Freedom": 0.47692,\n+         "Generosity": 0.19387,\n+         "Happiness Rank": 144,\n+         "Happiness Score": 3.845,\n+         "Health (Life Expectancy)": 0.29707,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03602,\n+         "Trust (Government Corruption)": 0.15639\n+        },\n+        {\n+         "Country": "Tanzania",\n+         "Dystopia Residual": 1.38079,\n+         "Economy (GDP per Capita)": 0.2852,\n+         "Family": 1.00268,\n+         "Freedom": 0.32878,\n+         "Generosity": 0.34377,\n+         "Happiness Rank": 146,\n+         "Happiness Score": 3.781,\n+         "Health (Life Expectancy)": 0.38215,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05061,\n+         "Trust (Government Corruption)": 0.05747\n+        },\n+        {\n+         "Country": "Madagascar",\n+         "Dystopia Residual": 1.851,\n+         "Economy (GDP per Capita)": 0.20824,\n+         "Family": 0.66801,\n+         "Freedom": 0.19184,\n+         "Generosity": 0.21333,\n+         "Happiness Rank": 147,\n+         "Happiness Score": 3.681,\n+         "Health (Life Expectancy)": 0.46721,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03633,\n+         "Trust (Government Corruption)": 0.08124\n+        },\n+        {\n+         "Country": "Central African Republic",\n+         "Dystopia Residual": 2.7223,\n+         "Economy (GDP per Capita)": 0.0785,\n+         "Family": 0,\n+         "Freedom": 0.48879,\n+         "Generosity": 0.23835,\n+         "Happiness Rank": 148,\n+         "Happiness Score": 3.678,\n+         "Health (Life Expectancy)": 0.06699,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06112,\n+         "Trust (Government Corruption)": 0.08289\n+        },\n+        {\n+         "Country": "Chad",\n+         "Dystopia Residual": 1.94296,\n+         "Economy (GDP per Capita)": 0.34193,\n+         "Family": 0.76062,\n+         "Freedom": 0.23501,\n+         "Generosity": 0.18386,\n+         "Happiness Rank": 149,\n+         "Happiness Score": 3.667,\n+         "Health (Life Expectancy)": 0.1501,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0383,\n+         "Trust (Government Corruption)": 0.05269\n+        },\n+        {\n+         "Country": "Guinea",\n+         "Dystopia Residual": 1.99172,\n+         "Economy (GDP per Capita)": 0.17417,\n+         "Family": 0.46475,\n+         "Freedom": 0.37725,\n+         "Generosity": 0.28657,\n+         "Happiness Rank": 150,\n+         "Happiness Score": 3.656,\n+         "Health (Life Expectancy)": 0.24009,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0359,\n+         "Trust (Government Corruption)": 0.12139\n+        },\n+        {\n+         "Country": "Ivory Coast",\n+         "Dystopia Residual": 1.41723,\n+         "Economy (GDP per Capita)": 0.46534,\n+         "Family": 0.77115,\n+         "Freedom": 0.46866,\n+         "Generosity": 0.20165,\n+         "Happiness Rank": 151,\n+         "Happiness Score": 3.655,\n+         "Health (Life Expectancy)": 0.15185,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05141,\n+         "Trust (Government Corruption)": 0.17922\n+        },\n+        {\n+         "Country": "Burkina Faso",\n+         "Dystopia Residual": 1.46494,\n+         "Economy (GDP per Capita)": 0.25812,\n+         "Family": 0.85188,\n+         "Freedom": 0.39493,\n+         "Generosity": 0.21747,\n+         "Happiness Rank": 152,\n+         "Happiness Score": 3.587,\n+         "Health (Life Expectancy)": 0.27125,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04324,\n+         "Trust (Government Corruption)": 0.12832\n+        },\n+        {\n+         "Country": "Rwanda",\n+         "Dystopia Residual": 0.67042,\n+         "Economy (GDP per Capita)": 0.22208,\n+         "Family": 0.7737,\n+         "Freedom": 0.59201,\n+         "Generosity": 0.22628,\n+         "Happiness Rank": 154,\n+         "Happiness Score": 3.465,\n+         "Health (Life Expectancy)": 0.42864,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03464,\n+         "Trust (Government Corruption)": 0.55191\n+        },\n+        {\n+         "Country": "Benin",\n+         "Dystopia Residual": 1.63328,\n+         "Economy (GDP per Capita)": 0.28665,\n+         "Family": 0.35386,\n+         "Freedom": 0.4845,\n+         "Generosity": 0.1826,\n+         "Happiness Rank": 155,\n+         "Happiness Score": 3.34,\n+         "Health (Life Expectancy)": 0.3191,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03656,\n+         "Trust (Government Corruption)": 0.0801\n+        },\n+        {\n+         "Country": "Burundi",\n+         "Dystopia Residual": 1.83302,\n+         "Economy (GDP per Capita)": 0.0153,\n+         "Family": 0.41587,\n+         "Freedom": 0.1185,\n+         "Generosity": 0.19727,\n+         "Happiness Rank": 157,\n+         "Happiness Score": 2.905,\n+         "Health (Life Expectancy)": 0.22396,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08658,\n+         "Trust (Government Corruption)": 0.10062\n+        },\n+        {\n+         "Country": "Togo",\n+         "Dystopia Residual": 1.56726,\n+ 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<th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "    </tr>\\n",\n+       "  </thead>\\n",\n+       "  <tbody>\\n",\n+       "    <tr>\\n",\n+       "      <th>Czech Republic</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>31</td>\\n",\n+       "      <td>6.505</td>\\n",\n+       "      <td>0.04168</td>\\n",\n+       "      <td>1.17898</td>\\n",\n+       "      <td>1.20643</td>\\n",\n+       "      <td>0.84483</td>\\n",\n+       "      <td>0.46364</td>\\n",\n+       "      <td>0.02652</td>\\n",\n+       "      <td>0.10686</td>\\n",\n+       "      <td>2.67782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uzbekistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>44</td>\\n",\n+       "      <td>6.003</td>\\n",\n+       "      <td>0.04361</td>\\n",\n+       "      <td>0.63244</td>\\n",\n+       "      <td>1.34043</td>\\n",\n+       "      <td>0.59772</td>\\n",\n+       "      <td>0.65821</td>\\n",\n+       "      <td>0.30826</td>\\n",\n+       "      <td>0.22837</td>\\n",\n+       "      <td>2.23741</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovakia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>45</td>\\n",\n+       "      <td>5.995</td>\\n",\n+       "      <td>0.04267</td>\\n",\n+       "      <td>1.16891</td>\\n",\n+       "      <td>1.26999</td>\\n",\n+       "      <td>0.78902</td>\\n",\n+       "      <td>0.31751</td>\\n",\n+       "      <td>0.03431</td>\\n",\n+       "      <td>0.16893</td>\\n",\n+       "      <td>2.24639</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Moldova</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>52</td>\\n",\n+       "      <td>5.889</td>\\n",\n+       "      <td>0.03799</td>\\n",\n+       "      <td>0.59448</td>\\n",\n+       "      <td>1.01528</td>\\n",\n+       "      <td>0.61826</td>\\n",\n+       "      <td>0.32818</td>\\n",\n+       "      <td>0.01615</td>\\n",\n+       "      <td>0.20951</td>\\n",\n+       "      <td>3.10712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kazakhstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>54</td>\\n",\n+       "      <td>5.855</td>\\n",\n+       "      <td>0.04114</td>\\n",\n+       "      <td>1.12254</td>\\n",\n+       "      <td>1.12241</td>\\n",\n+       "      <td>0.64368</td>\\n",\n+       "      <td>0.51649</td>\\n",\n+       "      <td>0.08454</td>\\n",\n+       "      <td>0.11827</td>\\n",\n+       "      <td>2.24729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>55</td>\\n",\n+       "      <td>5.848</td>\\n",\n+       "      <td>0.04251</td>\\n",\n+       "      <td>1.18498</td>\\n",\n+       "      <td>1.27385</td>\\n",\n+       "      <td>0.87337</td>\\n",\n+       "      <td>0.60855</td>\\n",\n+       "      <td>0.03787</td>\\n",\n+       "      <td>0.25328</td>\\n",\n+       "      <td>1.61583</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lithuania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>56</td>\\n",\n+       "      <td>5.833</td>\\n",\n+       "      <td>0.03843</td>\\n",\n+       "      <td>1.14723</td>\\n",\n+       "      <td>1.25745</td>\\n",\n+       "      <td>0.73128</td>\\n",\n+       "      <td>0.21342</td>\\n",\n+       "      <td>0.01031</td>\\n",\n+       "      <td>0.02641</td>\\n",\n+       "      <td>2.44649</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Belarus</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>59</td>\\n",\n+       "      <td>5.813</td>\\n",\n+       "      <td>0.03938</td>\\n",\n+       "      <td>1.03192</td>\\n",\n+       "      <td>1.23289</td>\\n",\n+       "      <td>0.73608</td>\\n",\n+       "      <td>0.37938</td>\\n",\n+       "      <td>0.19090</td>\\n",\n+       "      <td>0.11046</td>\\n",\n+       "      <td>2.13090</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Poland</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>60</td>\\n",\n+       "      <td>5.791</td>\\n",\n+       "      <td>0.04263</td>\\n",\n+       "      <td>1.12555</td>\\n",\n+       "      <td>1.27948</td>\\n",\n+       "      <td>0.77903</td>\\n",\n+       "      <td>0.53122</td>\\n",\n+       "      <td>0.04212</td>\\n",\n+       "      <td>0.16759</td>\\n",\n+       "      <td>1.86565</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Croatia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>62</td>\\n",\n+       "      <td>5.759</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>1.08254</td>\\n",\n+       "      <td>0.79624</td>\\n",\n+       "      <td>0.78805</td>\\n",\n+       "      <td>0.25883</td>\\n",\n+       "      <td>0.02430</td>\\n",\n+       "      <td>0.05444</td>\\n",\n+       "      <td>2.75414</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Russia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>64</td>\\n",\n+       "      <td>5.716</td>\\n",\n+       "      <td>0.03135</td>\\n",\n+       "      <td>1.13764</td>\\n",\n+       "      <td>1.23617</td>\\n",\n+       "      <td>0.66926</td>\\n",\n+       "      <td>0.36679</td>\\n",\n+       "      <td>0.03005</td>\\n",\n+       "      <td>0.00199</td>\\n",\n+       "      <td>2.27394</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kosovo</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>69</td>\\n",\n+       "      <td>5.589</td>\\n",\n+       "      <td>0.05018</td>\\n",\n+       "      <td>0.80148</td>\\n",\n+       "      <td>0.81198</td>\\n",\n+       "      <td>0.63132</td>\\n",\n+       "      <td>0.24749</td>\\n",\n+       "      <td>0.04741</td>\\n",\n+       "      <td>0.28310</td>\\n",\n+       "      <td>2.76579</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkmenistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>70</td>\\n",\n+       "      <td>5.548</td>\\n",\n+       "      <td>0.04175</td>\\n",\n+       "      <td>0.95847</td>\\n",\n+       "      <td>1.22668</td>\\n",\n+       "      <td>0.53886</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>0.30844</td>\\n",\n+       "      <td>0.16979</td>\\n",\n+       "      <td>1.86984</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritius</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>71</td>\\n",\n+       "      <td>5.477</td>\\n",\n+       "      <td>0.07197</td>\\n",\n+       "      <td>1.00761</td>\\n",\n+       "      <td>0.98521</td>\\n",\n+       "      <td>0.70950</td>\\n",\n+       "      <td>0.56066</td>\\n",\n+       "      <td>0.07521</td>\\n",\n+       "      <td>0.37744</td>\\n",\n+       "      <td>1.76145</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Estonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>73</td>\\n",\n+       "      <td>5.429</td>\\n",\n+       "      <td>0.04013</td>\\n",\n+       "      <td>1.15174</td>\\n",\n+       "      <td>1.22791</td>\\n",\n+       "      <td>0.77361</td>\\n",\n+       "      <td>0.44888</td>\\n",\n+       "      <td>0.15184</td>\\n",\n+       "      <td>0.08680</td>\\n",\n+       "      <td>1.58782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kyrgyzstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>77</td>\\n",\n+       "      <td>5.286</td>\\n",\n+       "      <td>0.03823</td>\\n",\n+       "      <td>0.47428</td>\\n",\n+       "      <td>1.15115</td>\\n",\n+       "      <td>0.65088</td>\\n",\n+       "      <td>0.43477</td>\\n",\n+       "      <td>0.04232</td>\\n",\n+       "      <td>0.30030</td>\\n",\n+       "      <td>2.23270</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nigeria</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>78</td>\\n",\n+       "      <td>5.268</td>\\n",\n+       "      <td>0.04192</td>\\n",\n+       "      <td>0.65435</td>\\n",\n+       "      <td>0.90432</td>\\n",\n+       "      <td>0.16007</td>\\n",\n+       "      <td>0.34334</td>\\n",\n+       "      <td>0.04030</td>\\n",\n+       "      <td>0.27233</td>\\n",\n+       "      <td>2.89319</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Azerbaijan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>80</td>\\n",\n+       "      <td>5.212</td>\\n",\n+       "      <td>0.03363</td>\\n",\n+       "      <td>1.02389</td>\\n",\n+       "      <td>0.93793</td>\\n",\n+       "      <td>0.64045</td>\\n",\n+       "      <td>0.37030</td>\\n",\n+       "      <td>0.16065</td>\\n",\n+       "      <td>0.07799</td>\\n",\n+       "      <td>2.00073</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Montenegro</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.05235</td>\\n",\n+       "      <td>0.97438</td>\\n",\n+       "      <td>0.90557</td>\\n",\n+       "      <td>0.72521</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>0.14296</td>\\n",\n+       "      <td>0.16140</td>\\n",\n+       "      <td>2.10017</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zambia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>85</td>\\n",\n+       "      <td>5.129</td>\\n",\n+       "      <td>0.06988</td>\\n",\n+       "      <td>0.47038</td>\\n",\n+       "      <td>0.91612</td>\\n",\n+       "      <td>0.29924</td>\\n",\n+       "      <td>0.48827</td>\\n",\n+       "      <td>0.12468</td>\\n",\n+       "      <td>0.19591</td>\\n",\n+       "      <td>2.63430</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Romania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>86</td>\\n",\n+       "      <td>5.124</td>\\n",\n+       "      <td>0.06607</td>\\n",\n+       "      <td>1.04345</td>\\n",\n+       "      <td>0.88588</td>\\n",\n+       "      <td>0.76890</td>\\n",\n+       "      <td>0.35068</td>\\n",\n+       "      <td>0.00649</td>\\n",\n+       "      <td>0.13748</td>\\n",\n+       "      <td>1.93129</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Serbia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>87</td>\\n",\n+       "      <td>5.123</td>\\n",\n+       "      <td>0.04864</td>\\n",\n+       "      <td>0.92053</td>\\n",\n+       "      <td>1.00964</td>\\n",\n+       "      <td>0.74836</td>\\n",\n+       "      <td>0.20107</td>\\n",\n+       "      <td>0.02617</td>\\n",\n+       "      <td>0.19231</td>\\n",\n+       "      <td>2.02500</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Latvia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>89</td>\\n",\n+       "      <td>5.098</td>\\n",\n+       "      <td>0.04640</td>\\n",\n+       "      <td>1.11312</td>\\n",\n+       "      <td>1.09562</td>\\n",\n+       "      <td>0.72437</td>\\n",\n+       "      <td>0.29671</td>\\n",\n+       "      <td>0.06332</td>\\n",\n+       "      <td>0.18226</td>\\n",\n+       "      <td>1.62215</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Somaliland region</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>91</td>\\n",\n+       "      <td>5.057</td>\\n",\n+       "      <td>0.06161</td>\\n",\n+       "      <td>0.18847</td>\\n",\n+       "      <td>0.95152</td>\\n",\n+       "      <td>0.43873</td>\\n",\n+       "      <td>0.46582</td>\\n",\n+       "      <td>0.39928</td>\\n",\n+       "      <td>0.50318</td>\\n",\n+       "      <td>2.11032</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Macedonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>93</td>\\n",\n+       "      <td>5.007</td>\\n",\n+       "      <td>0.05376</td>\\n",\n+       "      <td>0.91851</td>\\n",\n+       "      <td>1.00232</td>\\n",\n+       "      <td>0.73545</td>\\n",\n+       "      <td>0.33457</td>\\n",\n+       "      <td>0.05327</td>\\n",\n+       "      <td>0.22359</td>\\n",\n+       "      <td>1.73933</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mozambique</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>94</td>\\n",\n+       "      <td>4.971</td>\\n",\n+       "      <td>0.07896</td>\\n",\n+       "      <td>0.08308</td>\\n",\n+       "      <td>1.02626</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>0.34037</td>\\n",\n+       "      <td>0.15603</td>\\n",\n+       "      <td>0.22269</td>\\n",\n+       "      <td>3.05137</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Albania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>95</td>\\n",\n+       "      <td>4.959</td>\\n",\n+       "      <td>0.05013</td>\\n",\n+       "      <td>0.87867</td>\\n",\n+       "      <td>0.80434</td>\\n",\n+       "      <td>0.81325</td>\\n",\n+       "      <td>0.35733</td>\\n",\n+       "      <td>0.06413</td>\\n",\n+       "      <td>0.14272</td>\\n",\n+       "      <td>1.89894</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bosnia and Herzegovina</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>96</td>\\n",\n+       "      <td>4.949</td>\\n",\n+       "      <td>0.06913</td>\\n",\n+       "      <td>0.83223</td>\\n",\n+       "      <td>0.91916</td>\\n",\n+       "      <td>0.79081</td>\\n",\n+       "      <td>0.09245</td>\\n",\n+       "      <td>0.00227</td>\\n",\n+       "      <td>0.24808</td>\\n",\n+       "      <td>2.06367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lesotho</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>97</td>\\n",\n+       "      <td>4.898</td>\\n",\n+       "      <td>0.09438</td>\\n",\n+       "      <td>0.37545</td>\\n",\n+       "      <td>1.04103</td>\\n",\n+       "      <td>0.07612</td>\\n",\n+       "      <td>0.31767</td>\\n",\n+       "      <td>0.12504</td>\\n",\n+       "      <td>0.16388</td>\\n",\n+       "      <td>2.79832</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Swaziland</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>101</td>\\n",\n+       "      <td>4.867</td>\\n",\n+       "      <td>0.08742</td>\\n",\n+       "      <td>0.71206</td>\\n",\n+       "      <td>1.07284</td>\\n",\n+       "      <td>0.07566</td>\\n",\n+       "      <td>0.30658</td>\\n",\n+       "      <td>0.03060</td>\\n",\n+       "      <td>0.18259</td>\\n",\n+       "      <td>2.48676</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hungary</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>104</td>\\n",\n+       "      <td>4.800</td>\\n",\n+       "      <td>0.06107</td>\\n",\n+       "      <td>1.12094</td>\\n",\n+       "      <td>1.20215</td>\\n",\n+       "      <td>0.75905</td>\\n",\n+       "      <td>0.32112</td>\\n",\n+       "      <td>0.02758</td>\\n",\n+       "      <td>0.12800</td>\\n",\n+       "      <td>1.24074</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tajikistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>106</td>\\n",\n+       "      <td>4.786</td>\\n",\n+       "      <td>0.03198</td>\\n",\n+       "      <td>0.39047</td>\\n",\n+       "      <td>0.85563</td>\\n",\n+       "      <td>0.57379</td>\\n",\n+       "      <td>0.47216</td>\\n",\n+       "      <td>0.15072</td>\\n",\n+       "      <td>0.22974</td>\\n",\n+       "      <td>2.11399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ukraine</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>111</td>\\n",\n+       "      <td>4.681</td>\\n",\n+       "      <td>0.04412</td>\\n",\n+       "      <td>0.79907</td>\\n",\n+       "      <td>1.20278</td>\\n",\n+       "      <td>0.67390</td>\\n",\n+       "      <td>0.25123</td>\\n",\n+       "      <td>0.02961</td>\\n",\n+       "      <td>0.15275</td>\\n",\n+       "      <td>1.57140</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Africa</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>113</td>\\n",\n+       "      <td>4.642</td>\\n",\n+       "      <td>0.04585</td>\\n",\n+       "      <td>0.92049</td>\\n",\n+       "      <td>1.18468</td>\\n",\n+       "      <td>0.27688</td>\\n",\n+       "      <td>0.33207</td>\\n",\n+       "      <td>0.08884</td>\\n",\n+       "      <td>0.11973</td>\\n",\n+       "      <td>1.71956</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ghana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>114</td>\\n",\n+       "      <td>4.633</td>\\n",\n+       "      <td>0.04742</td>\\n",\n+       "      <td>0.54558</td>\\n",\n+       "      <td>0.67954</td>\\n",\n+       "      <td>0.40132</td>\\n",\n+       "      <td>0.42342</td>\\n",\n+       "      <td>0.04355</td>\\n",\n+       "      <td>0.23087</td>\\n",\n+       "      <td>2.30919</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zimbabwe</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>115</td>\\n",\n+       "      <td>4.610</td>\\n",\n+       "      <td>0.04290</td>\\n",\n+       "      <td>0.27100</td>\\n",\n+       "      <td>1.03276</td>\\n",\n+       "      <td>0.33475</td>\\n",\n+       "      <td>0.25861</td>\\n",\n+       "      <td>0.08079</td>\\n",\n+       "      <td>0.18987</td>\\n",\n+       "      <td>2.44191</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Liberia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>116</td>\\n",\n+       "      <td>4.571</td>\\n",\n+       "      <td>0.11068</td>\\n",\n+       "      <td>0.07120</td>\\n",\n+       "      <td>0.78968</td>\\n",\n+       "      <td>0.34201</td>\\n",\n+       "      <td>0.28531</td>\\n",\n+       "      <td>0.06232</td>\\n",\n+       "      <td>0.24362</td>\\n",\n+       "      <td>2.77729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sudan</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>118</td>\\n",\n+       "      <td>4.550</td>\\n",\n+       "      <td>0.06740</td>\\n",\n+       "      <td>0.52107</td>\\n",\n+       "      <td>1.01404</td>\\n",\n+       "      <td>0.36878</td>\\n",\n+       "      <td>0.10081</td>\\n",\n+       "      <td>0.14660</td>\\n",\n+       "      <td>0.19062</td>\\n",\n+       "      <td>2.20857</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Kinshasa)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>120</td>\\n",\n+       "      <td>4.517</td>\\n",\n+       "      <td>0.03680</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.00120</td>\\n",\n+       "      <td>0.09806</td>\\n",\n+       "      <td>0.22605</td>\\n",\n+       "      <td>0.07625</td>\\n",\n+       "      <td>0.24834</td>\\n",\n+       "      <td>2.86712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ethiopia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>122</td>\\n",\n+       "      <td>4.512</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>0.19073</td>\\n",\n+       "      <td>0.60406</td>\\n",\n+       "      <td>0.44055</td>\\n",\n+       "      <td>0.43450</td>\\n",\n+       "      <td>0.15048</td>\\n",\n+       "      <td>0.24325</td>\\n",\n+       "      <td>2.44876</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sierra Leone</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>123</td>\\n",\n+       "      <td>4.507</td>\\n",\n+       "      <td>0.07068</td>\\n",\n+       "      <td>0.33024</td>\\n",\n+       "      <td>0.95571</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.40840</td>\\n",\n+       "      <td>0.08786</td>\\n",\n+       "      <td>0.21488</td>\\n",\n+       "      <td>2.51009</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>124</td>\\n",\n+       "      <td>4.436</td>\\n",\n+       "      <td>0.03947</td>\\n",\n+       "      <td>0.45407</td>\\n",\n+       "      <td>0.86908</td>\\n",\n+       "      <td>0.35874</td>\\n",\n+       "      <td>0.24232</td>\\n",\n+       "      <td>0.17461</td>\\n",\n+       "      <td>0.21900</td>\\n",\n+       "      <td>2.11773</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kenya</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>125</td>\\n",\n+       "      <td>4.419</td>\\n",\n+       "      <td>0.04734</td>\\n",\n+       "      <td>0.36471</td>\\n",\n+       "      <td>0.99876</td>\\n",\n+       "      <td>0.41435</td>\\n",\n+       "      <td>0.42215</td>\\n",\n+       "      <td>0.05839</td>\\n",\n+       "      <td>0.37542</td>\\n",\n+       "      <td>1.78555</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Djibouti</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>126</td>\\n",\n+       "      <td>4.369</td>\\n",\n+       "      <td>0.08096</td>\\n",\n+       "      <td>0.44025</td>\\n",\n+       "      <td>0.59207</td>\\n",\n+       "      <td>0.36291</td>\\n",\n+       "      <td>0.46074</td>\\n",\n+       "      <td>0.28105</td>\\n",\n+       "      <td>0.18093</td>\\n",\n+       "      <td>2.05125</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Armenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>127</td>\\n",\n+       "      <td>4.350</td>\\n",\n+       "      <td>0.04763</td>\\n",\n+       "      <td>0.76821</td>\\n",\n+       "      <td>0.77711</td>\\n",\n+       "      <td>0.72990</td>\\n",\n+       "      <td>0.19847</td>\\n",\n+       "      <td>0.03900</td>\\n",\n+       "      <td>0.07855</td>\\n",\n+       "      <td>1.75873</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Botswana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>128</td>\\n",\n+       "      <td>4.332</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.99355</td>\\n",\n+       "      <td>1.10464</td>\\n",\n+       "      <td>0.04776</td>\\n",\n+       "      <td>0.49495</td>\\n",\n+       "      <td>0.12474</td>\\n",\n+       "      <td>0.10461</td>\\n",\n+       "      <td>1.46181</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Georgia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>130</td>\\n",\n+       "      <td>4.297</td>\\n",\n+       "      <td>0.04221</td>\\n",\n+       "      <td>0.74190</td>\\n",\n+       "      <td>0.38562</td>\\n",\n+       "      <td>0.72926</td>\\n",\n+       "      <td>0.40577</td>\\n",\n+       "      <td>0.38331</td>\\n",\n+       "      <td>0.05547</td>\\n",\n+       "      <td>1.59541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malawi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>131</td>\\n",\n+       "      <td>4.292</td>\\n",\n+       "      <td>0.06130</td>\\n",\n+       "      <td>0.01604</td>\\n",\n+       "      <td>0.41134</td>\\n",\n+       "      <td>0.22562</td>\\n",\n+       "      <td>0.43054</td>\\n",\n+       "      <td>0.06977</td>\\n",\n+       "      <td>0.33128</td>\\n",\n+       "      <td>2.80791</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cameroon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>133</td>\\n",\n+       "      <td>4.252</td>\\n",\n+       "      <td>0.04678</td>\\n",\n+       "      <td>0.42250</td>\\n",\n+       "      <td>0.88767</td>\\n",\n+       "      <td>0.23402</td>\\n",\n+       "      <td>0.49309</td>\\n",\n+       "      <td>0.05786</td>\\n",\n+       "      <td>0.20618</td>\\n",\n+       "      <td>1.95071</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bulgaria</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>134</td>\\n",\n+       "      <td>4.218</td>\\n",\n+       "      <td>0.04828</td>\\n",\n+       "      <td>1.01216</td>\\n",\n+       "      <td>1.10614</td>\\n",\n+       "      <td>0.76649</td>\\n",\n+       "      <td>0.30587</td>\\n",\n+       "      <td>0.00872</td>\\n",\n+       "      <td>0.11921</td>\\n",\n+       "      <td>0.89991</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Angola</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>137</td>\\n",\n+       "      <td>4.033</td>\\n",\n+       "      <td>0.04758</td>\\n",\n+       "      <td>0.75778</td>\\n",\n+       "      <td>0.86040</td>\\n",\n+       "      <td>0.16683</td>\\n",\n+       "      <td>0.10384</td>\\n",\n+       "      <td>0.07122</td>\\n",\n+       "      <td>0.12344</td>\\n",\n+       "      <td>1.94939</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mali</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>138</td>\\n",\n+       "      <td>3.995</td>\\n",\n+       "      <td>0.05602</td>\\n",\n+       "      <td>0.26074</td>\\n",\n+       "      <td>1.03526</td>\\n",\n+       "      <td>0.20583</td>\\n",\n+       "      <td>0.38857</td>\\n",\n+       "      <td>0.12352</td>\\n",\n+       "      <td>0.18798</td>\\n",\n+       "      <td>1.79293</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Brazzaville)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>139</td>\\n",\n+       "      <td>3.989</td>\\n",\n+       "      <td>0.06682</td>\\n",\n+       "      <td>0.67866</td>\\n",\n+       "      <td>0.66290</td>\\n",\n+       "      <td>0.31051</td>\\n",\n+       "      <td>0.41466</td>\\n",\n+       "      <td>0.11686</td>\\n",\n+       "      <td>0.12388</td>\\n",\n+       "      <td>1.68135</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Comoros</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>140</td>\\n",\n+       "      <td>3.956</td>\\n",\n+       "      <td>0.04797</td>\\n",\n+       "      <td>0.23906</td>\\n",\n+       "      <td>0.79273</td>\\n",\n+       "      <td>0.36315</td>\\n",\n+       "      <td>0.22917</td>\\n",\n+       "      <td>0.19900</td>\\n",\n+       "      <td>0.17441</td>\\n",\n+       "      <td>1.95812</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uganda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>141</td>\\n",\n+       "      <td>3.931</td>\\n",\n+       "      <td>0.04317</td>\\n",\n+       "      <td>0.21102</td>\\n",\n+       "      <td>1.13299</td>\\n",\n+       "      <td>0.33861</td>\\n",\n+       "      <td>0.45727</td>\\n",\n+       "      <td>0.07267</td>\\n",\n+       "      <td>0.29066</td>\\n",\n+       "      <td>1.42766</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Senegal</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>142</td>\\n",\n+       "      <td>3.904</td>\\n",\n+       "      <td>0.03608</td>\\n",\n+       "      <td>0.36498</td>\\n",\n+       "      <td>0.97619</td>\\n",\n+       "      <td>0.43540</td>\\n",\n+       "      <td>0.36772</td>\\n",\n+       "      <td>0.10713</td>\\n",\n+       "      <td>0.20843</td>\\n",\n+       "      <td>1.44395</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Gabon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>143</td>\\n",\n+       "      <td>3.896</td>\\n",\n+       "      <td>0.04547</td>\\n",\n+       "      <td>1.06024</td>\\n",\n+       "      <td>0.90528</td>\\n",\n+       "      <td>0.43372</td>\\n",\n+       "      <td>0.31914</td>\\n",\n+       "      <td>0.11091</td>\\n",\n+       "      <td>0.06822</td>\\n",\n+       "      <td>0.99895</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Niger</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>144</td>\\n",\n+       "      <td>3.845</td>\\n",\n+       "      <td>0.03602</td>\\n",\n+       "      <td>0.06940</td>\\n",\n+       "      <td>0.77265</td>\\n",\n+       "      <td>0.29707</td>\\n",\n+       "      <td>0.47692</td>\\n",\n+       "      <td>0.15639</td>\\n",\n+       "      <td>0.19387</td>\\n",\n+       "      <td>1.87877</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tanzania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>146</td>\\n",\n+       "      <td>3.781</td>\\n",\n+       "      <td>0.05061</td>\\n",\n+       "      <td>0.28520</td>\\n",\n+       "      <td>1.00268</td>\\n",\n+       "      <td>0.38215</td>\\n",\n+       "      <td>0.32878</td>\\n",\n+       "      <td>0.05747</td>\\n",\n+       "      <td>0.34377</td>\\n",\n+       "      <td>1.38079</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Madagascar</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>147</td>\\n",\n+       "      <td>3.681</td>\\n",\n+       "      <td>0.03633</td>\\n",\n+       "      <td>0.20824</td>\\n",\n+       "      <td>0.66801</td>\\n",\n+       "      <td>0.46721</td>\\n",\n+       "      <td>0.19184</td>\\n",\n+       "      <td>0.08124</td>\\n",\n+       "      <td>0.21333</td>\\n",\n+       "      <td>1.85100</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Central African Republic</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>148</td>\\n",\n+       "      <td>3.678</td>\\n",\n+       "      <td>0.06112</td>\\n",\n+       "      <td>0.07850</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.06699</td>\\n",\n+       "      <td>0.48879</td>\\n",\n+       "      <td>0.08289</td>\\n",\n+       "      <td>0.23835</td>\\n",\n+       "      <td>2.72230</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chad</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>149</td>\\n",\n+       "      <td>3.667</td>\\n",\n+       "      <td>0.03830</td>\\n",\n+       "      <td>0.34193</td>\\n",\n+       "      <td>0.76062</td>\\n",\n+       "      <td>0.15010</td>\\n",\n+       "      <td>0.23501</td>\\n",\n+       "      <td>0.05269</td>\\n",\n+       "      <td>0.18386</td>\\n",\n+       "      <td>1.94296</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Guinea</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>150</td>\\n",\n+       "      <td>3.656</td>\\n",\n+       "      <td>0.03590</td>\\n",\n+       "      <td>0.17417</td>\\n",\n+       "      <td>0.46475</td>\\n",\n+       "      <td>0.24009</td>\\n",\n+       "      <td>0.37725</td>\\n",\n+       "      <td>0.12139</td>\\n",\n+       "      <td>0.28657</td>\\n",\n+       "      <td>1.99172</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ivory Coast</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>151</td>\\n",\n+       "      <td>3.655</td>\\n",\n+       "      <td>0.05141</td>\\n",\n+       "      <td>0.46534</td>\\n",\n+       "      <td>0.77115</td>\\n",\n+       "      <td>0.15185</td>\\n",\n+       "      <td>0.46866</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>0.20165</td>\\n",\n+       "      <td>1.41723</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burkina Faso</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>152</td>\\n",\n+       "      <td>3.587</td>\\n",\n+       "      <td>0.04324</td>\\n",\n+       "      <td>0.25812</td>\\n",\n+       "      <td>0.85188</td>\\n",\n+       "      <td>0.27125</td>\\n",\n+       "      <td>0.39493</td>\\n",\n+       "      <td>0.12832</td>\\n",\n+       "      <td>0.21747</td>\\n",\n+       "      <td>1.46494</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Rwanda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>154</td>\\n",\n+       "      <td>3.465</td>\\n",\n+       "      <td>0.03464</td>\\n",\n+       "      <td>0.22208</td>\\n",\n+       "      <td>0.77370</td>\\n",\n+       "      <td>0.42864</td>\\n",\n+       "      <td>0.59201</td>\\n",\n+       "      <td>0.55191</td>\\n",\n+       "      <td>0.22628</td>\\n",\n+       "      <td>0.67042</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Benin</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>155</td>\\n",\n+       "      <td>3.340</td>\\n",\n+       "      <td>0.03656</td>\\n",\n+       "      <td>0.28665</td>\\n",\n+       "      <td>0.35386</td>\\n",\n+       "      <td>0.31910</td>\\n",\n+       "      <td>0.48450</td>\\n",\n+       "      <td>0.08010</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>1.63328</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burundi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>157</td>\\n",\n+       "      <td>2.905</td>\\n",\n+       "      <td>0.08658</td>\\n",\n+       "      <td>0.01530</td>\\n",\n+       "      <td>0.41587</td>\\n",\n+       "      <td>0.22396</td>\\n",\n+       "      <td>0.11850</td>\\n",\n+       "      <td>0.10062</td>\\n",\n+       "      <td>0.19727</td>\\n",\n+       "      <td>1.83302</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Togo</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>158</td>\\n",\n+       "      <td>2.839</td>\\n",\n+       "      <td>0.06727</td>\\n",\n+       "      <td>0.20868</td>\\n",\n+       "      <td>0.13995</td>\\n",\n+       "      <td>0.28443</td>\\n",\n+       "      <td>0.36453</td>\\n",\n+       "      <td>0.10731</td>\\n",\n+       "      <td>0.16681</td>\\n",\n+       "      <td>1.56726</td>\\n",\n+       "    </tr>\\n",\n+       "  </tbody>\\n",\n+       "</table>\\n",\n+       "</div>"\n+      ],\n+      "text/plain": [\n+       "                                              Region  Happiness Rank  \\\\\\n",\n+       "Country                                                                \\n",\n+       "Czech Republic            Central and Eastern Europe              31   \\n",\n+       "Uzbekistan                Central and Eastern Europe              44   \\n",\n+       "Slovakia                  Central and Eastern Europe              45   \\n",\n+       "Moldova                   Central and Eastern Europe              52   \\n",\n+       "Kazakhstan                Central and Eastern Europe              54   \\n",\n+       "Slovenia                  Central and Eastern Europe              55   \\n",\n+       "Lithuania                 Central and Eastern Europe              56   \\n",\n+       "Belarus                   Central and Eastern Europe              59   \\n",\n+       "Poland                    Central and Eastern Europe              60   \\n",\n+       "Croatia                   Central and Eastern Europe              62   \\n",\n+       "Russia                    Central and Eastern Europe              64   \\n",\n+       "Kosovo                    Central and Eastern Europe              69   \\n",\n+       "Turkmenistan              Central and Eastern Europe              70   \\n",\n+       "Mauritius                         Sub-Saharan Africa              71   \\n",\n+       "Estonia                   Central and Eastern Europe              73   \\n",\n+       "Kyrgyzstan                Central and Eastern Europe              77   \\n",\n+       "Nigeria                           Sub-Saharan Africa              78   \\n",\n+       "Azerbaijan                Central and Eastern Europe              80   \\n",\n+       "Montenegro                Central and Eastern Europe              82   \\n",\n+       "Zambia                            Sub-Saharan Africa              85   \\n",\n+       "Romania                   Central and Eastern Europe              86   \\n",\n+       "Serbia                    Central and Eastern Europe              87   \\n",\n+       "Latvia                    Central and Eastern Europe              89   \\n",\n+       "Somaliland region                 Sub-Saharan Africa              91   \\n",\n+       "Macedonia                 Central and Eastern Europe              93   \\n",\n+       "Mozambique                        Sub-Saharan Africa              94   \\n",\n+       "Albania                   Central and Eastern Europe              95   \\n",\n+       "Bosnia and Herzegovina    Central and Eastern Europe              96   \\n",\n+       "Lesotho                           Sub-Saharan Africa              97   \\n",\n+       "Swaziland                         Sub-Saharan Africa             101   \\n",\n+       "Hungary                   Central and Eastern Europe             104   \\n",\n+       "Tajikistan                Central and Eastern Europe             106   \\n",\n+       "Ukraine                   Central and Eastern Europe             111   \\n",\n+       "South Africa                      Sub-Saharan Africa             113   \\n",\n+       "Ghana                             Sub-Saharan Africa             114   \\n",\n+       "Zimbabwe                          Sub-Saharan Africa             115   \\n",\n+       "Liberia                           Sub-Saharan Africa             116   \\n",\n+       "Sudan                             Sub-Saharan Africa             118   \\n",\n+       "Congo (Kinshasa)                  Sub-Saharan Africa             120   \\n",\n+       "Ethiopia                          Sub-Saharan Africa             122   \\n",\n+       "Sierra Leone                      Sub-Saharan Africa             123   \\n",\n+       "Mauritania                        Sub-Saharan Africa             124   \\n",\n+       "Kenya                             Sub-Saharan Africa             125   \\n",\n+       "Djibouti                          Sub-Saharan Africa             126   \\n",\n+       "Armenia                   Central and Eastern Europe             127   \\n",\n+       "Botswana                          Sub-Saharan Africa             128   \\n",\n+       "Georgia                   Central and Eastern Europe             130   \\n",\n+       "Malawi                            Sub-Saharan Africa             131   \\n",\n+       "Cameroon                          Sub-Saharan Africa             133   \\n",\n+       "Bulgaria                  Central and Eastern Europe             134   \\n",\n+       "Angola                            Sub-Saharan Africa             137   \\n",\n+       "Mali                              Sub-Saharan Africa             138   \\n",\n+       "Congo (Brazzaville)               Sub-Saharan Africa             139   \\n",\n+       "Comoros                           Sub-Saharan Africa             140   \\n",\n+       "Uganda                            Sub-Saharan Africa             141   \\n",\n+       "Senegal                           Sub-Saharan Africa             142   \\n",\n+       "Gabon                             Sub-Saharan Africa             143   \\n",\n+       "Niger                             Sub-Saharan Africa             144   \\n",\n+       "Tanzania                          Sub-Saharan Africa             146   \\n",\n+       "Madagascar                        Sub-Saharan Africa             147   \\n",\n+       "Central African Republic          Sub-Saharan Africa             148   \\n",\n+       "Chad                              Sub-Saharan Africa             149   \\n",\n+       "Guinea                            Sub-Saharan Africa             150   \\n",\n+       "Ivory Coast                       Sub-Saharan Africa             151   \\n",\n+       "Burkina Faso                      Sub-Saharan Africa             152   \\n",\n+       "Rwanda                            Sub-Saharan Africa             154   \\n",\n+       "Benin                             Sub-Saharan Africa             155   \\n",\n+       "Burundi                           Sub-Saharan Africa             157   \\n",\n+       "Togo                              Sub-Saharan Africa             158   \\n",\n+       "\\n",\n+       "                          Happiness Score  Standard Error  \\\\\\n",\n+       "Country                                                     \\n",\n+       "Czech Republic                      6.505         0.04168   \\n",\n+       "Uzbekistan                          6.003         0.04361   \\n",\n+       "Slovakia                            5.995         0.04267   \\n",\n+       "Moldova                             5.889         0.03799   \\n",\n+       "Kazakhstan                          5.855         0.04114   \\n",\n+       "Slovenia                            5.848         0.04251   \\n",\n+       "Lithuania                           5.833         0.03843   \\n",\n+       "Belarus                             5.813         0.03938   \\n",\n+       "Poland                              5.791         0.04263   \\n",\n+       "Croatia                             5.759         0.04394   \\n",\n+       "Russia                              5.716         0.03135   \\n",\n+       "Kosovo                              5.589         0.05018   \\n",\n+       "Turkmenistan                        5.548         0.04175   \\n",\n+       "Mauritius                           5.477         0.07197   \\n",\n+       "Estonia                             5.429         0.04013   \\n",\n+       "Kyrgyzstan                          5.286         0.03823   \\n",\n+       "Nigeria                             5.268         0.04192   \\n",\n+       "Azerbaijan                          5.212         0.03363   \\n",\n+       "Montenegro                          5.192         0.05235   \\n",\n+       "Zambia                              5.129         0.06988   \\n",\n+       "Romania                             5.124         0.06607   \\n",\n+       "Serbia                              5.123         0.04864   \\n",\n+       "Latvia                              5.098         0.04640   \\n",\n+       "Somaliland region                   5.057         0.06161   \\n",\n+       "Macedonia                           5.007         0.05376   \\n",\n+       "Mozambique                          4.971         0.07896   \\n",\n+       "Albania                             4.959         0.05013   \\n",\n+       "Bosnia and Herzegovina              4.949         0.06913   \\n",\n+       "Lesotho                             4.898         0.09438   \\n",\n+       "Swaziland                           4.867         0.08742   \\n",\n+       "Hungary                             4.800         0.06107   \\n",\n+       "Tajikistan                          4.786         0.03198   \\n",\n+       "Ukraine                             4.681         0.04412   \\n",\n+       "South Africa                        4.642         0.04585   \\n",\n+       "Ghana                               4.633         0.04742   \\n",\n+       "Zimbabwe                            4.610         0.04290   \\n",\n+       "Liberia                             4.571         0.11068   \\n",\n+       "Sudan                               4.550         0.06740   \\n",\n+       "Congo (Kinshasa)                    4.517         0.03680   \\n",\n+       "Ethiopia                            4.512         0.03780   \\n",\n+       "Sierra Leone                        4.507         0.07068   \\n",\n+       "Mauritania                          4.436         0.03947   \\n",\n+       "Kenya                               4.419         0.04734   \\n",\n+       "Djibouti                            4.369         0.08096   \\n",\n+       "Armenia                             4.350         0.04763   \\n",\n+       "Botswana                            4.332         0.04934   \\n",\n+       "Georgia                             4.297         0.04221   \\n",\n+       "Malawi                              4.292         0.06130   \\n",\n+       "Cameroon                            4.252         0.04678   \\n",\n+       "Bulgaria                            4.218         0.04828   \\n",\n+       "Angola                              4.033         0.04758   \\n",\n+       "Mali                                3.995         0.05602   \\n",\n+       "Congo (Brazzaville)                 3.989         0.06682   \\n",\n+       "Comoros                             3.956         0.04797   \\n",\n+       "Uganda                              3.931         0.04317   \\n",\n+       "Senegal                             3.904         0.03608   \\n",\n+       "Gabon                               3.896         0.04547   \\n",\n+       "Niger                               3.845         0.03602   \\n",\n+       "Tanzania                            3.781         0.05061   \\n",\n+       "Madagascar                          3.681         0.03633   \\n",\n+       "Central African Republic            3.678         0.06112   \\n",\n+       "Chad                                3.667         0.03830   \\n",\n+       "Guinea                              3.656         0.03590   \\n",\n+       "Ivory Coast                         3.655         0.05141   \\n",\n+       "Burkina Faso                        3.587         0.04324   \\n",\n+       "Rwanda                              3.465         0.03464   \\n",\n+       "Benin                               3.340         0.03656   \\n",\n+       "Burundi                             2.905         0.08658   \\n",\n+       "Togo                                2.839         0.06727   \\n",\n+       "\\n",\n+       "                          Economy (GDP per Capita)   Family  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Czech Republic                             1.17898  1.20643   \\n",\n+       "Uzbekistan                                 0.63244  1.34043   \\n",\n+       "Slovakia                                   1.16891  1.26999   \\n",\n+       "Moldova                                    0.59448  1.01528   \\n",\n+       "Kazakhstan                                 1.12254  1.12241   \\n",\n+       "Slovenia                                   1.18498  1.27385   \\n",\n+       "Lithuania                                  1.14723  1.25745   \\n",\n+       "Belarus                                    1.03192  1.23289   \\n",\n+       "Poland                                     1.12555  1.27948   \\n",\n+       "Croatia                                    1.08254  0.79624   \\n",\n+       "Russia                                     1.13764  1.23617   \\n",\n+       "Kosovo                                     0.80148  0.81198   \\n",\n+       "Turkmenistan                               0.95847  1.22668   \\n",\n+       "Mauritius                                  1.00761  0.98521   \\n",\n+       "Estonia                                    1.15174  1.22791   \\n",\n+       "Kyrgyzstan                                 0.47428  1.15115   \\n",\n+       "Nigeria                                    0.65435  0.90432   \\n",\n+       "Azerbaijan                                 1.02389  0.93793   \\n",\n+       "Montenegro                                 0.97438  0.90557   \\n",\n+       "Zambia                                     0.47038  0.91612   \\n",\n+       "Romania                                    1.04345  0.88588   \\n",\n+       "Serbia                                     0.92053  1.00964   \\n",\n+       "Latvia                                     1.11312  1.09562   \\n",\n+       "Somaliland region                          0.18847  0.95152   \\n",\n+       "Macedonia                                  0.91851  1.00232   \\n",\n+       "Mozambique                                 0.08308  1.02626   \\n",\n+       "Albania                                    0.87867  0.80434   \\n",\n+       "Bosnia and Herzegovina                     0.83223  0.91916   \\n",\n+       "Lesotho                                    0.37545  1.04103   \\n",\n+       "Swaziland                                  0.71206  1.07284   \\n",\n+       "Hungary                                    1.12094  1.20215   \\n",\n+       "Tajikistan                                 0.39047  0.85563   \\n",\n+       "Ukraine                                    0.79907  1.20278   \\n",\n+       "South Africa                               0.92049  1.18468   \\n",\n+       "Ghana                                      0.54558  0.67954   \\n",\n+       "Zimbabwe                                   0.27100  1.03276   \\n",\n+       "Liberia                                    0.07120  0.78968   \\n",\n+       "Sudan                                      0.52107  1.01404   \\n",\n+       "Congo (Kinshasa)                           0.00000  1.00120   \\n",\n+       "Ethiopia                                   0.19073  0.60406   \\n",\n+       "Sierra Leone                               0.33024  0.95571   \\n",\n+       "Mauritania                                 0.45407  0.86908   \\n",\n+       "Kenya                                      0.36471  0.99876   \\n",\n+       "Djibouti                                   0.44025  0.59207   \\n",\n+       "Armenia                                    0.76821  0.77711   \\n",\n+       "Botswana                                   0.99355  1.10464   \\n",\n+       "Georgia                                    0.74190  0.38562   \\n",\n+       "Malawi                                     0.01604  0.41134   \\n",\n+       "Cameroon                                   0.42250  0.88767   \\n",\n+       "Bulgaria                                   1.01216  1.10614   \\n",\n+       "Angola                                     0.75778  0.86040   \\n",\n+       "Mali                                       0.26074  1.03526   \\n",\n+       "Congo (Brazzaville)                        0.67866  0.66290   \\n",\n+       "Comoros                                    0.23906  0.79273   \\n",\n+       "Uganda                                     0.21102  1.13299   \\n",\n+       "Senegal                                    0.36498  0.97619   \\n",\n+       "Gabon                                      1.06024  0.90528   \\n",\n+       "Niger                                      0.06940  0.77265   \\n",\n+       "Tanzania                                   0.28520  1.00268   \\n",\n+       "Madagascar                                 0.20824  0.66801   \\n",\n+       "Central African Republic                   0.07850  0.00000   \\n",\n+       "Chad                                       0.34193  0.76062   \\n",\n+       "Guinea                                     0.17417  0.46475   \\n",\n+       "Ivory Coast                                0.46534  0.77115   \\n",\n+       "Burkina Faso                               0.25812  0.85188   \\n",\n+       "Rwanda                                     0.22208  0.77370   \\n",\n+       "Benin                                      0.28665  0.35386   \\n",\n+       "Burundi                                    0.01530  0.41587   \\n",\n+       "Togo                                       0.20868  0.13995   \\n",\n+       "\\n",\n+       "                          Health (Life Expectancy)  Freedom  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Czech Republic                             0.84483  0.46364   \\n",\n+       "Uzbekistan                                 0.59772  0.65821   \\n",\n+       "Slovakia                                   0.78902  0.31751   \\n",\n+       "Moldova                                    0.61826  0.32818   \\n",\n+       "Kazakhstan                                 0.64368  0.51649   \\n",\n+       "Slovenia                                   0.87337  0.60855   \\n",\n+       "Lithuania                                  0.73128  0.21342   \\n",\n+       "Belarus                                    0.73608  0.37938   \\n",\n+       "Poland                                     0.77903  0.53122   \\n",\n+       "Croatia                                    0.78805  0.25883   \\n",\n+       "Russia                                     0.66926  0.36679   \\n",\n+       "Kosovo                                     0.63132  0.24749   \\n",\n+       "Turkmenistan                               0.53886  0.47610   \\n",\n+       "Mauritius                                  0.70950  0.56066   \\n",\n+       "Estonia                                    0.77361  0.44888   \\n",\n+       "Kyrgyzstan                                 0.65088  0.43477   \\n",\n+       "Nigeria                                    0.16007  0.34334   \\n",\n+       "Azerbaijan                                 0.64045  0.37030   \\n",\n+       "Montenegro                                 0.72521  0.18260   \\n",\n+       "Zambia                                     0.29924  0.48827   \\n",\n+       "Romania                                    0.76890  0.35068   \\n",\n+       "Serbia                                     0.74836  0.20107   \\n",\n+       "Latvia                                     0.72437  0.29671   \\n",\n+       "Somaliland region                          0.43873  0.46582   \\n",\n+       "Macedonia                                  0.73545  0.33457   \\n",\n+       "Mozambique                                 0.09131  0.34037   \\n",\n+       "Albania                                    0.81325  0.35733   \\n",\n+       "Bosnia and Herzegovina                     0.79081  0.09245   \\n",\n+       "Lesotho                                    0.07612  0.31767   \\n",\n+       "Swaziland                                  0.07566  0.30658   \\n",\n+       "Hungary                                    0.75905  0.32112   \\n",\n+       "Tajikistan                                 0.57379  0.47216   \\n",\n+       "Ukraine                                    0.67390  0.25123   \\n",\n+       "South Africa                               0.27688  0.33207   \\n",\n+       "Ghana                                      0.40132  0.42342   \\n",\n+       "Zimbabwe                                   0.33475  0.25861   \\n",\n+       "Liberia                                    0.34201  0.28531   \\n",\n+       "Sudan                                      0.36878  0.10081   \\n",\n+       "Congo (Kinshasa)                           0.09806  0.22605   \\n",\n+       "Ethiopia                                   0.44055  0.43450   \\n",\n+       "Sierra Leone                               0.00000  0.40840   \\n",\n+       "Mauritania                                 0.35874  0.24232   \\n",\n+       "Kenya                                      0.41435  0.42215   \\n",\n+       "Djibouti                                   0.36291  0.46074   \\n",\n+       "Armenia                                    0.72990  0.19847   \\n",\n+       "Botswana                                   0.04776  0.49495   \\n",\n+       "Georgia                                    0.72926  0.40577   \\n",\n+       "Malawi                                     0.22562  0.43054   \\n",\n+       "Cameroon                                   0.23402  0.49309   \\n",\n+       "Bulgaria                                   0.76649  0.30587   \\n",\n+       "Angola                                     0.16683  0.10384   \\n",\n+       "Mali                                       0.20583  0.38857   \\n",\n+       "Congo (Brazzaville)                        0.31051  0.41466   \\n",\n+       "Comoros                                    0.36315  0.22917   \\n",\n+       "Uganda                                     0.33861  0.45727   \\n",\n+       "Senegal                                    0.43540  0.36772   \\n",\n+       "Gabon                                      0.43372  0.31914   \\n",\n+       "Niger                                      0.29707  0.47692   \\n",\n+       "Tanzania                                   0.38215  0.32878   \\n",\n+       "Madagascar                                 0.46721  0.19184   \\n",\n+       "Central African Republic                   0.06699  0.48879   \\n",\n+       "Chad                                       0.15010  0.23501   \\n",\n+       "Guinea                                     0.24009  0.37725   \\n",\n+       "Ivory Coast                                0.15185  0.46866   \\n",\n+       "Burkina Faso                               0.27125  0.39493   \\n",\n+       "Rwanda                                     0.42864  0.59201   \\n",\n+       "Benin                                      0.31910  0.48450   \\n",\n+       "Burundi                                    0.22396  0.11850   \\n",\n+       "Togo                                       0.28443  0.36453   \\n",\n+       "\\n",\n+       "                          Trust (Government Corruption)  Generosity  \\\\\\n",\n+       "Country                                                               \\n",\n+       "Czech Republic                                  0.02652     0.10686   \\n",\n+       "Uzbekistan                                      0.30826     0.22837   \\n",\n+       "Slovakia                                        0.03431     0.16893   \\n",\n+       "Moldova                                         0.01615     0.20951   \\n",\n+       "Kazakhstan                                      0.08454     0.11827   \\n",\n+       "Slovenia                                        0.03787     0.25328   \\n",\n+       "Lithuania                                       0.01031     0.02641   \\n",\n+       "Belarus                                         0.19090     0.11046   \\n",\n+       "Poland                                          0.04212     0.16759   \\n",\n+       "Croatia                                         0.02430     0.05444   \\n",\n+       "Russia                                          0.03005     0.00199   \\n",\n+       "Kosovo                                          0.04741     0.28310   \\n",\n+       "Turkmenistan                                    0.30844     0.16979   \\n",\n+       "Mauritius                                       0.07521     0.37744   \\n",\n+       "Estonia                                         0.15184     0.08680   \\n",\n+       "Kyrgyzstan                                      0.04232     0.30030   \\n",\n+       "Nigeria                                         0.04030     0.27233   \\n",\n+       "Azerbaijan                                      0.16065     0.07799   \\n",\n+       "Montenegro                                      0.14296     0.16140   \\n",\n+       "Zambia                                          0.12468     0.19591   \\n",\n+       "Romania                                         0.00649     0.13748   \\n",\n+       "Serbia                                          0.02617     0.19231   \\n",\n+       "Latvia                                          0.06332     0.18226   \\n",\n+       "Somaliland region                               0.39928     0.50318   \\n",\n+       "Macedonia                                       0.05327     0.22359   \\n",\n+       "Mozambique                                      0.15603     0.22269   \\n",\n+       "Albania                                         0.06413     0.14272   \\n",\n+       "Bosnia and Herzegovina                          0.00227     0.24808   \\n",\n+       "Lesotho                                         0.12504     0.16388   \\n",\n+       "Swaziland                                       0.03060     0.18259   \\n",\n+       "Hungary                                         0.02758     0.12800   \\n",\n+       "Tajikistan                                      0.15072     0.22974   \\n",\n+       "Ukraine                                         0.02961     0.15275   \\n",\n+       "South Africa                                    0.08884     0.11973   \\n",\n+       "Ghana                                           0.04355     0.23087   \\n",\n+       "Zimbabwe                                        0.08079     0.18987   \\n",\n+       "Liberia                                         0.06232     0.24362   \\n",\n+       "Sudan                                           0.14660     0.19062   \\n",\n+       "Congo (Kinshasa)                                0.07625     0.24834   \\n",\n+       "Ethiopia                                        0.15048     0.24325   \\n",\n+       "Sierra Leone                                    0.08786     0.21488   \\n",\n+       "Mauritania                                      0.17461     0.21900   \\n",\n+       "Kenya                                           0.05839     0.37542   \\n",\n+       "Djibouti                                        0.28105     0.18093   \\n",\n+       "Armenia                                         0.03900     0.07855   \\n",\n+       "Botswana                                        0.12474     0.10461   \\n",\n+       "Georgia                                         0.38331     0.05547   \\n",\n+       "Malawi                                          0.06977     0.33128   \\n",\n+       "Cameroon                                        0.05786     0.20618   \\n",\n+       "Bulgaria                                        0.00872     0.11921   \\n",\n+       "Angola                                          0.07122     0.12344   \\n",\n+       "Mali                                            0.12352     0.18798   \\n",\n+       "Congo (Brazzaville)                             0.11686     0.12388   \\n",\n+       "Comoros                                         0.19900     0.17441   \\n",\n+       "Uganda                                          0.07267     0.29066   \\n",\n+       "Senegal                                         0.10713     0.20843   \\n",\n+       "Gabon                                           0.11091     0.06822   \\n",\n+       "Niger                                           0.15639     0.19387   \\n",\n+       "Tanzania                                        0.05747     0.34377   \\n",\n+       "Madagascar                                      0.08124     0.21333   \\n",\n+       "Central African Republic                        0.08289     0.23835   \\n",\n+       "Chad                                            0.05269     0.18386   \\n",\n+       "Guinea                                          0.12139     0.28657   \\n",\n+       "Ivory Coast                                     0.17922     0.20165   \\n",\n+       "Burkina Faso                                    0.12832     0.21747   \\n",\n+       "Rwanda                                          0.55191     0.22628   \\n",\n+       "Benin                                           0.08010     0.18260   \\n",\n+       "Burundi                                         0.10062     0.19727   \\n",\n+       "Togo                                            0.10731     0.16681   \\n",\n+       "\\n",\n+       "                          Dystopia Residual  \\n",\n+       "Country                                      \\n",\n+       "Czech Republic                      2.67782  \\n",\n+       "Uzbekistan                          2.23741  \\n",\n+       "Slovakia                            2.24639  \\n",\n+       "Moldova                             3.10712  \\n",\n+       "Kazakhstan                          2.24729  \\n",\n+       "Slovenia                            1.61583  \\n",\n+       "Lithuania                           2.44649  \\n",\n+       "Belarus                             2.13090  \\n",\n+       "Poland                              1.86565  \\n",\n+       "Croatia                             2.75414  \\n",\n+       "Russia                              2.27394  \\n",\n+       "Kosovo                              2.76579  \\n",\n+       "Turkmenistan                        1.86984  \\n",\n+       "Mauritius                           1.76145  \\n",\n+       "Estonia                             1.58782  \\n",\n+       "Kyrgyzstan                          2.23270  \\n",\n+       "Nigeria                             2.89319  \\n",\n+       "Azerbaijan                          2.00073  \\n",\n+       "Montenegro                          2.10017  \\n",\n+       "Zambia                              2.63430  \\n",\n+       "Romania                             1.93129  \\n",\n+       "Serbia                              2.02500  \\n",\n+       "Latvia                              1.62215  \\n",\n+       "Somaliland region                   2.11032  \\n",\n+       "Macedonia                           1.73933  \\n",\n+       "Mozambique                          3.05137  \\n",\n+       "Albania                             1.89894  \\n",\n+       "Bosnia and Herzegovina              2.06367  \\n",\n+       "Lesotho                             2.79832  \\n",\n+       "Swaziland                           2.48676  \\n",\n+       "Hungary                             1.24074  \\n",\n+       "Tajikistan                          2.11399  \\n",\n+       "Ukraine                             1.57140  \\n",\n+       "South Africa                        1.71956  \\n",\n+       "Ghana                               2.30919  \\n",\n+       "Zimbabwe                            2.44191  \\n",\n+       "Liberia                             2.77729  \\n",\n+       "Sudan                               2.20857  \\n",\n+       "Congo (Kinshasa)                    2.86712  \\n",\n+       "Ethiopia                            2.44876  \\n",\n+       "Sierra Leone                        2.51009  \\n",\n+       "Mauritania                          2.11773  \\n",\n+       "Kenya                               1.78555  \\n",\n+       "Djibouti                            2.05125  \\n",\n+       "Armenia                             1.75873  \\n",\n+       "Botswana                            1.46181  \\n",\n+       "Georgia                             1.59541  \\n",\n+       "Malawi                              2.80791  \\n",\n+       "Cameroon                            1.95071  \\n",\n+       "Bulgaria                            0.89991  \\n",\n+       "Angola                              1.94939  \\n",\n+       "Mali                                1.79293  \\n",\n+       "Congo (Brazzaville)                 1.68135  \\n",\n+       "Comoros                             1.95812  \\n",\n+       "Uganda                              1.42766  \\n",\n+       "Senegal                             1.44395  \\n",\n+       "Gabon                               0.99895  \\n",\n+       "Niger                               1.87877  \\n",\n+       "Tanzania                            1.38079  \\n",\n+       "Madagascar                          1.85100  \\n",\n+       "Central African Republic            2.72230  \\n",\n+       "Chad                                1.94296  \\n",\n+       "Guinea                              1.99172  \\n",\n+       "Ivory Coast                         1.41723  \\n",\n+       "Burkina Faso                        1.46494  \\n",\n+       "Rwanda                              0.67042  \\n",\n+       "Benin                               1.63328  \\n",\n+       "Burundi                             1.83302  \\n",\n+       "Togo                                1.56726  "\n+      ]\n+     },\n+     "execution_count": 19,\n+     "metadata": {},\n+     "output_type": "execute_result"\n+    }\n+   ],\n+   "source": [\n+    "df[(df[\'Region\'] == \'Central and Eastern Europe\') | (df[\'Region\'] == \'Sub-Saharan Africa\')]"\n+   ]\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": 20,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [\n+    {\n+     "data": {\n+      "application/vnd.dataresource+json": {\n+       "data": [\n+        {\n+         "Country": "Switzerland",\n+         "Dystopia Residual": 2.51738,\n+         "Economy (GDP per Capita)": 1.39651,\n+         "Family": 1.34951,\n+         "Freedom": 0.66557,\n+         "Generosity": 0.29678,\n+         "Happiness Rank": 1,\n+         "Happiness Score": 7.587,\n+         "Health (Life Expectancy)": 0.94143,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03411,\n+         "Trust (Government Corruption)": 0.41978\n+        },\n+        {\n+         "Country": "Iceland",\n+         "Dystopia Residual": 2.70201,\n+         "Economy (GDP per Capita)": 1.30232,\n+         "Family": 1.40223,\n+         "Freedom": 0.62877,\n+         "Generosity": 0.4363,\n+         "Happiness Rank": 2,\n+         "Happiness Score": 7.561,\n+         "Health (Life Expectancy)": 0.94784,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04884,\n+         "Trust (Government Corruption)": 0.14145\n+        },\n+        {\n+         "Country": "Denmark",\n+         "Dystopia Residual": 2.49204,\n+         "Economy (GDP per Capita)": 1.32548,\n+         "Family": 1.36058,\n+         "Freedom": 0.64938,\n+         "Generosity": 0.34139,\n+         "Happiness Rank": 3,\n+         "Happiness Score": 7.527,\n+         "Health (Life Expectancy)": 0.87464,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03328,\n+         "Trust (Government Corruption)": 0.48357\n+        },\n+        {\n+         "Country": "Norway",\n+         "Dystopia Residual": 2.46531,\n+         "Economy (GDP per Capita)": 1.459,\n+         "Family": 1.33095,\n+         "Freedom": 0.66973,\n+         "Generosity": 0.34699,\n+         "Happiness Rank": 4,\n+         "Happiness Score": 7.522,\n+         "Health (Life Expectancy)": 0.88521,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0388,\n+         "Trust (Government Corruption)": 0.36503\n+        },\n+        {\n+         "Country": "Canada",\n+         "Dystopia Residual": 2.45176,\n+         "Economy (GDP per Capita)": 1.32629,\n+         "Family": 1.32261,\n+         "Freedom": 0.63297,\n+         "Generosity": 0.45811,\n+         "Happiness Rank": 5,\n+         "Happiness Score": 7.427,\n+         "Health (Life Expectancy)": 0.90563,\n+         "Region": "North America",\n+         "Standard Error": 0.03553,\n+         "Trust (Government Corruption)": 0.32957\n+        },\n+        {\n+         "Country": "Finland",\n+         "Dystopia Residual": 2.61955,\n+         "Economy (GDP per Capita)": 1.29025,\n+         "Family": 1.31826,\n+         "Freedom": 0.64169,\n+         "Generosity": 0.23351,\n+         "Happiness Rank": 6,\n+         "Happiness Score": 7.406,\n+         "Health (Life Expectancy)": 0.88911,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0314,\n+         "Trust (Government Corruption)": 0.41372\n+        },\n+        {\n+         "Country": "Netherlands",\n+         "Dystopia Residual": 2.4657,\n+         "Economy (GDP per Capita)": 1.32944,\n+         "Family": 1.28017,\n+         "Freedom": 0.61576,\n+         "Generosity": 0.4761,\n+         "Happiness Rank": 7,\n+         "Happiness Score": 7.378,\n+         "Health (Life Expectancy)": 0.89284,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.02799,\n+         "Trust (Government Corruption)": 0.31814\n+        },\n+        {\n+         "Country": "Sweden",\n+         "Dystopia Residual": 2.37119,\n+         "Economy (GDP per Capita)": 1.33171,\n+         "Family": 1.28907,\n+         "Freedom": 0.6598,\n+         "Generosity": 0.36262,\n+         "Happiness Rank": 8,\n+         "Happiness Score": 7.364,\n+         "Health (Life Expectancy)": 0.91087,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03157,\n+         "Trust (Government Corruption)": 0.43844\n+        },\n+        {\n+         "Country": "New Zealand",\n+         "Dystopia Residual": 2.26425,\n+         "Economy (GDP per Capita)": 1.25018,\n+         "Family": 1.31967,\n+         "Freedom": 0.63938,\n+         "Generosity": 0.47501,\n+         "Happiness Rank": 9,\n+         "Happiness Score": 7.286,\n+         "Health (Life Expectancy)": 0.90837,\n+         "Region": "Australia and New Zealand",\n+         "Standard Error": 0.03371,\n+         "Trust (Government Corruption)": 0.42922\n+        },\n+        {\n+         "Country": "Australia",\n+         "Dystopia Residual": 2.26646,\n+         "Economy (GDP per Capita)": 1.33358,\n+         "Family": 1.30923,\n+         "Freedom": 0.65124,\n+         "Generosity": 0.43562,\n+         "Happiness Rank": 10,\n+         "Happiness Score": 7.284,\n+         "Health (Life Expectancy)": 0.93156,\n+         "Region": "Australia and New Zealand",\n+         "Standard Error": 0.04083,\n+         "Trust (Government Corruption)": 0.35637\n+        },\n+        {\n+         "Country": "Israel",\n+         "Dystopia Residual": 3.08854,\n+         "Economy (GDP per Capita)": 1.22857,\n+         "Family": 1.22393,\n+         "Freedom": 0.41319,\n+         "Generosity": 0.33172,\n+         "Happiness Rank": 11,\n+         "Happiness Score": 7.278,\n+         "Health (Life Expectancy)": 0.91387,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0347,\n+         "Trust (Government Corruption)": 0.07785\n+        },\n         {\n          "Country": "Costa Rica",\n          "Dystopia Residual": 3.17728,\n@@ -77,8 +2741,21 @@\n          "Health (Life Expectancy)": 0.86027,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04454,\n-         "Trust (Government Corruption)": 0.10583,\n-         "index": 11\n+         "Trust (Government Corruption)": 0.10583\n+        },\n+        {\n+         "Country": "Austria",\n+         "Dystopia Residual": 2.5332,\n+         "Economy (GDP per Capita)": 1.33723,\n+         "Family": 1.29704,\n+         "Freedom": 0.62433,\n+         "Generosity": 0.33088,\n+         "Happiness Rank": 13,\n+         "Happiness Score": 7.2,\n+         "Health (Life Expectancy)": 0.89042,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03751,\n+         "Trust (Government Corruption)": 0.18676\n         },\n         {\n          "Country": "Mexico",\n@@ -92,8 +2769,21 @@\n          "Health (Life Expectancy)": 0.81444,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04176,\n-         "Trust (Government Corruption)": 0.21312,\n-         "index": 13\n+         "Trust (Government Corruption)": 0.21312\n+        },\n+        {\n+         "Country": "United States",\n+         "Dystopia Residual": 2.51011,\n+         "Economy (GDP per Capita)": 1.39451,\n+         "Family": 1.24711,\n+         "Freedom": 0.54604,\n+         "Generosity": 0.40105,\n+         "Happiness Rank": 15,\n+         "Happiness Score": 7.119,\n+         "Health (Life Expectancy)": 0.86179,\n+         "Region": "North America",\n+         "Standard Error": 0.03839,\n+         "Trust (Government Corruption)": 0.1589\n         },\n         {\n          "Country": "Brazil",\n@@ -107,8 +2797,91 @@\n          "Health (Life Expectancy)": 0.69702,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04076,\n-         "Trust (Government Corruption)": 0.17521,\n-         "index": 15\n+         "Trust (Government Corruption)": 0.17521\n+        },\n+        {\n+         "Country": "Luxembourg",\n+         "Dystopia Residual": 1.96961,\n+         "Economy (GDP per Capita)": 1.56391,\n+         "Family": 1.21963,\n+         "Freedom": 0.61583,\n+         "Generosity": 0.28034,\n+         "Happiness Rank": 17,\n+         "Happiness Score": 6.946,\n+         "Health (Life Expectancy)": 0.91894,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03499,\n+         "Trust (Government Corruption)": 0.37798\n+        },\n+        {\n+         "Country": "Ireland",\n+         "Dystopia Residual": 1.9757,\n+         "Economy (GDP per Capita)": 1.33596,\n+         "Family": 1.36948,\n+         "Freedom": 0.61777,\n+         "Generosity": 0.45901,\n+         "Happiness Rank": 18,\n+         "Happiness Score": 6.94,\n+         "Health (Life Expectancy)": 0.89533,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03676,\n+         "Trust (Government Corruption)": 0.28703\n+        },\n+        {\n+         "Country": "Belgium",\n+         "Dystopia Residual": 2.41484,\n+         "Economy (GDP per Capita)": 1.30782,\n+         "Family": 1.28566,\n+         "Freedom": 0.5845,\n+         "Generosity": 0.2225,\n+         "Happiness Rank": 19,\n+         "Happiness Score": 6.937,\n+         "Health (Life Expectancy)": 0.89667,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03595,\n+         "Trust (Government Corruption)": 0.2254\n+        },\n+        {\n+         "Country": "United Arab Emirates",\n+         "Dystopia Residual": 2.24743,\n+         "Economy (GDP per Capita)": 1.42727,\n+         "Family": 1.12575,\n+         "Freedom": 0.64157,\n+         "Generosity": 0.26428,\n+         "Happiness Rank": 20,\n+         "Happiness Score": 6.901,\n+         "Health (Life Expectancy)": 0.80925,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03729,\n+         "Trust (Government Corruption)": 0.38583\n+        },\n+        {\n+         "Country": "United Kingdom",\n+         "Dystopia Residual": 1.96994,\n+         "Economy (GDP per Capita)": 1.26637,\n+         "Family": 1.28548,\n+         "Freedom": 0.59625,\n+         "Generosity": 0.51912,\n+         "Happiness Rank": 21,\n+         "Happiness Score": 6.867,\n+         "Health (Life Expectancy)": 0.90943,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.01866,\n+         "Trust (Government Corruption)": 0.32067\n+        },\n+        {\n+         "Country": "Oman",\n+         "Dystopia Residual": 2.47489,\n+         "Economy (GDP per Capita)": 1.36011,\n+         "Family": 1.08182,\n+         "Freedom": 0.63274,\n+         "Generosity": 0.21542,\n+         "Happiness Rank": 22,\n+         "Happiness Score": 6.853,\n+         "Health (Life Expectancy)": 0.76276,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05335,\n+         "Trust (Government Corruption)": 0.32524\n         },\n         {\n          "Country": "Venezuela",\n@@ -122,8 +2895,21 @@\n          "Health (Life Expectancy)": 0.72052,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.06476,\n-         "Trust (Government Corruption)": 0.11069,\n-         "index": 22\n+         "Trust (Government Corruption)": 0.11069\n+        },\n+        {\n+         "Country": "Singapore",\n+         "Dystopia Residual": 1.88501,\n+         "Economy (GDP per Capita)": 1.52186,\n+         "Family": 1.02,\n+         "Freedom": 0.54252,\n+         "Generosity": 0.31105,\n+         "Happiness Rank": 24,\n+         "Happiness Score": 6.798,\n+         "Health (Life Expectancy)": 1.02525,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.4921\n         },\n         {\n          "Country": "Panama",\n@@ -137,8 +2923,21 @@\n          "Health (Life Expectancy)": 0.79661,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.0491,\n-         "Trust (Government Corruption)": 0.0927,\n-         "index": 24\n+         "Trust (Government Corruption)": 0.0927\n+        },\n+        {\n+         "Country": "Germany",\n+         "Dystopia Residual": 2.11569,\n+         "Economy (GDP per Capita)": 1.32792,\n+         "Family": 1.29937,\n+         "Freedom": 0.61477,\n+         "Generosity": 0.28214,\n+         "Happiness Rank": 26,\n+         "Happiness Score": 6.75,\n+         "Health (Life Expectancy)": 0.89186,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.01848,\n+         "Trust (Government Corruption)": 0.21843\n         },\n         {\n          "Country": "Chile",\n@@ -152,8 +2951,35 @@\n          "Health (Life Expectancy)": 0.85857,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.058,\n-         "Trust (Government Corruption)": 0.12869,\n-         "index": 26\n+         "Trust (Government Corruption)": 0.12869\n+        },\n+        {\n+         "Country": "Qatar",\n+         "Dystopia Residual": 1.55674,\n+         "Economy (GDP per Capita)": 1.69042,\n+         "Family": 1.0786,\n+         "Freedom": 0.6404,\n+         "Generosity": 0.32573,\n+         "Happiness Rank": 28,\n+         "Happiness Score": 6.611,\n+         "Health (Life Expectancy)": 0.79733,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.06257,\n+         "Trust (Government Corruption)": 0.52208\n+        },\n+        {\n+         "Country": "France",\n+         "Dystopia Residual": 2.21126,\n+         "Economy (GDP per Capita)": 1.27778,\n+         "Family": 1.26038,\n+         "Freedom": 0.55011,\n+         "Generosity": 0.12332,\n+         "Happiness Rank": 29,\n+         "Happiness Score": 6.575,\n+         "Health (Life Expectancy)": 0.94579,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03512,\n+         "Trust (Government Corruption)": 0.20646\n         },\n         {\n          "Country": "Argentina",\n@@ -167,8 +2993,21 @@\n          "Health (Life Expectancy)": 0.78723,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04612,\n-         "Trust (Government Corruption)": 0.08484,\n-         "index": 29\n+         "Trust (Government Corruption)": 0.08484\n+        },\n+        {\n+         "Country": "Czech Republic",\n+         "Dystopia Residual": 2.67782,\n+         "Economy (GDP per Capita)": 1.17898,\n+         "Family": 1.20643,\n+         "Freedom": 0.46364,\n+         "Generosity": 0.10686,\n+         "Happiness Rank": 31,\n+         "Happiness Score": 6.505,\n+         "Health (Life Expectancy)": 0.84483,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04168,\n+         "Trust (Government Corruption)": 0.02652\n         },\n         {\n          "Country": "Uruguay",\n@@ -182,8 +3021,7 @@\n          "Health (Life Expectancy)": 0.8116,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04539,\n-         "Trust (Government Corruption)": 0.24558,\n-         "index": 31\n+         "Trust (Government Corruption)": 0.24558\n         },\n         {\n          "Country": "Colombia",\n@@ -197,8 +3035,91 @@\n          "Health (Life Expectancy)": 0.69077,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05051,\n-         "Trust (Government Corruption)": 0.0512,\n-         "index": 32\n+         "Trust (Government Corruption)": 0.0512\n+        },\n+        {\n+         "Country": "Thailand",\n+         "Dystopia Residual": 2.31945,\n+         "Economy (GDP per Capita)": 0.9669,\n+         "Family": 1.26504,\n+         "Freedom": 0.55664,\n+         "Generosity": 0.5763,\n+         "Happiness Rank": 34,\n+         "Happiness Score": 6.455,\n+         "Health (Life Expectancy)": 0.7385,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.03557,\n+         "Trust (Government Corruption)": 0.03187\n+        },\n+        {\n+         "Country": "Saudi Arabia",\n+         "Dystopia Residual": 2.43872,\n+         "Economy (GDP per Capita)": 1.39541,\n+         "Family": 1.08393,\n+         "Freedom": 0.31048,\n+         "Generosity": 0.13706,\n+         "Happiness Rank": 35,\n+         "Happiness Score": 6.411,\n+         "Health (Life Expectancy)": 0.72025,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04633,\n+         "Trust (Government Corruption)": 0.32524\n+        },\n+        {\n+         "Country": "Spain",\n+         "Dystopia Residual": 2.12367,\n+         "Economy (GDP per Capita)": 1.23011,\n+         "Family": 1.31379,\n+         "Freedom": 0.45951,\n+         "Generosity": 0.18227,\n+         "Happiness Rank": 36,\n+         "Happiness Score": 6.329,\n+         "Health (Life Expectancy)": 0.95562,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03468,\n+         "Trust (Government Corruption)": 0.06398\n+        },\n+        {\n+         "Country": "Malta",\n+         "Dystopia Residual": 1.6488,\n+         "Economy (GDP per Capita)": 1.2074,\n+         "Family": 1.30203,\n+         "Freedom": 0.60365,\n+         "Generosity": 0.51752,\n+         "Happiness Rank": 37,\n+         "Happiness Score": 6.302,\n+         "Health (Life Expectancy)": 0.88721,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04206,\n+         "Trust (Government Corruption)": 0.13586\n+        },\n+        {\n+         "Country": "Taiwan",\n+         "Dystopia Residual": 2.32323,\n+         "Economy (GDP per Capita)": 1.29098,\n+         "Family": 1.07617,\n+         "Freedom": 0.3974,\n+         "Generosity": 0.25376,\n+         "Happiness Rank": 38,\n+         "Happiness Score": 6.298,\n+         "Health (Life Expectancy)": 0.8753,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03868,\n+         "Trust (Government Corruption)": 0.08129\n+        },\n+        {\n+         "Country": "Kuwait",\n+         "Dystopia Residual": 1.87634,\n+         "Economy (GDP per Capita)": 1.55422,\n+         "Family": 1.16594,\n+         "Freedom": 0.55499,\n+         "Generosity": 0.16228,\n+         "Happiness Rank": 39,\n+         "Happiness Score": 6.295,\n+         "Health (Life Expectancy)": 0.72492,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04456,\n+         "Trust (Government Corruption)": 0.25609\n         },\n         {\n          "Country": "Suriname",\n@@ -212,8 +3133,7 @@\n          "Health (Life Expectancy)": 0.6082,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.09811,\n-         "Trust (Government Corruption)": 0.13633,\n-         "index": 39\n+         "Trust (Government Corruption)": 0.13633\n         },\n         {\n          "Country": "Trinidad and Tobago",\n@@ -227,8 +3147,7 @@\n          "Health (Life Expectancy)": 0.61483,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.10895,\n-         "Trust (Government Corruption)": 0.0114,\n-         "index": 40\n+         "Trust (Government Corruption)": 0.0114\n         },\n         {\n          "Country": "El Salvador",\n@@ -242,8 +3161,7 @@\n          "Health (Life Expectancy)": 0.67737,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05618,\n-         "Trust (Government Corruption)": 0.11776,\n-         "index": 41\n+         "Trust (Government Corruption)": 0.11776\n         },\n         {\n          "Country": "Guatemala",\n@@ -257,8 +3175,63 @@\n          "Health (Life Expectancy)": 0.64425,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05224,\n-         "Trust (Government Corruption)": 0.09472,\n-         "index": 42\n+         "Trust (Government Corruption)": 0.09472\n+        },\n+        {\n+         "Country": "Uzbekistan",\n+         "Dystopia Residual": 2.23741,\n+         "Economy (GDP per Capita)": 0.63244,\n+         "Family": 1.34043,\n+         "Freedom": 0.65821,\n+         "Generosity": 0.22837,\n+         "Happiness Rank": 44,\n+         "Happiness Score": 6.003,\n+         "Health (Life Expectancy)": 0.59772,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04361,\n+         "Trust (Government Corruption)": 0.30826\n+        },\n+        {\n+         "Country": "Slovakia",\n+         "Dystopia Residual": 2.24639,\n+         "Economy (GDP per Capita)": 1.16891,\n+         "Family": 1.26999,\n+         "Freedom": 0.31751,\n+         "Generosity": 0.16893,\n+         "Happiness Rank": 45,\n+         "Happiness Score": 5.995,\n+         "Health (Life Expectancy)": 0.78902,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04267,\n+         "Trust (Government Corruption)": 0.03431\n+        },\n+        {\n+         "Country": "Japan",\n+         "Dystopia Residual": 1.68435,\n+         "Economy (GDP per Capita)": 1.27074,\n+         "Family": 1.25712,\n+         "Freedom": 0.49615,\n+         "Generosity": 0.10705,\n+         "Happiness Rank": 46,\n+         "Happiness Score": 5.987,\n+         "Health (Life Expectancy)": 0.99111,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03581,\n+         "Trust (Government Corruption)": 0.1806\n+        },\n+        {\n+         "Country": "South Korea",\n+         "Dystopia Residual": 2.21978,\n+         "Economy (GDP per Capita)": 1.24461,\n+         "Family": 0.95774,\n+         "Freedom": 0.33208,\n+         "Generosity": 0.18557,\n+         "Happiness Rank": 47,\n+         "Happiness Score": 5.984,\n+         "Health (Life Expectancy)": 0.96538,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.04098,\n+         "Trust (Government Corruption)": 0.07857\n         },\n         {\n          "Country": "Ecuador",\n@@ -272,8 +3245,35 @@\n          "Health (Life Expectancy)": 0.79075,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04528,\n-         "Trust (Government Corruption)": 0.1809,\n-         "index": 47\n+         "Trust (Government Corruption)": 0.1809\n+        },\n+        {\n+         "Country": "Bahrain",\n+         "Dystopia Residual": 1.73797,\n+         "Economy (GDP per Capita)": 1.32376,\n+         "Family": 1.21624,\n+         "Freedom": 0.45492,\n+         "Generosity": 0.17362,\n+         "Happiness Rank": 49,\n+         "Happiness Score": 5.96,\n+         "Health (Life Expectancy)": 0.74716,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05412,\n+         "Trust (Government Corruption)": 0.306\n+        },\n+        {\n+         "Country": "Italy",\n+         "Dystopia Residual": 2.02518,\n+         "Economy (GDP per Capita)": 1.25114,\n+         "Family": 1.19777,\n+         "Freedom": 0.26236,\n+         "Generosity": 0.22823,\n+         "Happiness Rank": 50,\n+         "Happiness Score": 5.948,\n+         "Health (Life Expectancy)": 0.95446,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.03914,\n+         "Trust (Government Corruption)": 0.02901\n         },\n         {\n          "Country": "Bolivia",\n@@ -287,8 +3287,21 @@\n          "Health (Life Expectancy)": 0.5392,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05642,\n-         "Trust (Government Corruption)": 0.088,\n-         "index": 50\n+         "Trust (Government Corruption)": 0.088\n+        },\n+        {\n+         "Country": "Moldova",\n+         "Dystopia Residual": 3.10712,\n+         "Economy (GDP per Capita)": 0.59448,\n+         "Family": 1.01528,\n+         "Freedom": 0.32818,\n+         "Generosity": 0.20951,\n+         "Happiness Rank": 52,\n+         "Happiness Score": 5.889,\n+         "Health (Life Expectancy)": 0.61826,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03799,\n+         "Trust (Government Corruption)": 0.01615\n         },\n         {\n          "Country": "Paraguay",\n@@ -302,8 +3315,49 @@\n          "Health (Life Expectancy)": 0.66098,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04563,\n-         "Trust (Government Corruption)": 0.08242,\n-         "index": 52\n+         "Trust (Government Corruption)": 0.08242\n+        },\n+        {\n+         "Country": "Kazakhstan",\n+         "Dystopia Residual": 2.24729,\n+         "Economy (GDP per Capita)": 1.12254,\n+         "Family": 1.12241,\n+         "Freedom": 0.51649,\n+         "Generosity": 0.11827,\n+         "Happiness Rank": 54,\n+         "Happiness Score": 5.855,\n+         "Health (Life Expectancy)": 0.64368,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04114,\n+         "Trust (Government Corruption)": 0.08454\n+        },\n+        {\n+         "Country": "Slovenia",\n+         "Dystopia Residual": 1.61583,\n+         "Economy (GDP per Capita)": 1.18498,\n+         "Family": 1.27385,\n+         "Freedom": 0.60855,\n+         "Generosity": 0.25328,\n+         "Happiness Rank": 55,\n+         "Happiness Score": 5.848,\n+         "Health (Life Expectancy)": 0.87337,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04251,\n+         "Trust (Government Corruption)": 0.03787\n+        },\n+        {\n+         "Country": "Lithuania",\n+         "Dystopia Residual": 2.44649,\n+         "Economy (GDP per Capita)": 1.14723,\n+         "Family": 1.25745,\n+         "Freedom": 0.21342,\n+         "Generosity": 0.02641,\n+         "Happiness Rank": 56,\n+         "Happiness Score": 5.833,\n+         "Health (Life Expectancy)": 0.73128,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03843,\n+         "Trust (Government Corruption)": 0.01031\n         },\n         {\n          "Country": "Nicaragua",\n@@ -317,8 +3371,7 @@\n          "Health (Life Expectancy)": 0.74314,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05371,\n-         "Trust (Government Corruption)": 0.19317,\n-         "index": 56\n+         "Trust (Government Corruption)": 0.19317\n         },\n         {\n          "Country": "Peru",\n@@ -332,8 +3385,91 @@\n          "Health (Life Expectancy)": 0.73017,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.04615,\n-         "Trust (Government Corruption)": 0.05989,\n-         "index": 57\n+         "Trust (Government Corruption)": 0.05989\n+        },\n+        {\n+         "Country": "Belarus",\n+         "Dystopia Residual": 2.1309,\n+         "Economy (GDP per Capita)": 1.03192,\n+         "Family": 1.23289,\n+         "Freedom": 0.37938,\n+         "Generosity": 0.11046,\n+         "Happiness Rank": 59,\n+         "Happiness Score": 5.813,\n+         "Health (Life Expectancy)": 0.73608,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03938,\n+         "Trust (Government Corruption)": 0.1909\n+        },\n+        {\n+         "Country": "Poland",\n+         "Dystopia Residual": 1.86565,\n+         "Economy (GDP per Capita)": 1.12555,\n+         "Family": 1.27948,\n+         "Freedom": 0.53122,\n+         "Generosity": 0.16759,\n+         "Happiness Rank": 60,\n+         "Happiness Score": 5.791,\n+         "Health (Life Expectancy)": 0.77903,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04263,\n+         "Trust (Government Corruption)": 0.04212\n+        },\n+        {\n+         "Country": "Malaysia",\n+         "Dystopia Residual": 1.88541,\n+         "Economy (GDP per Capita)": 1.12486,\n+         "Family": 1.07023,\n+         "Freedom": 0.53024,\n+         "Generosity": 0.33075,\n+         "Happiness Rank": 61,\n+         "Happiness Score": 5.77,\n+         "Health (Life Expectancy)": 0.72394,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.0433,\n+         "Trust (Government Corruption)": 0.10501\n+        },\n+        {\n+         "Country": "Croatia",\n+         "Dystopia Residual": 2.75414,\n+         "Economy (GDP per Capita)": 1.08254,\n+         "Family": 0.79624,\n+         "Freedom": 0.25883,\n+         "Generosity": 0.05444,\n+         "Happiness Rank": 62,\n+         "Happiness Score": 5.759,\n+         "Health (Life Expectancy)": 0.78805,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.0243\n+        },\n+        {\n+         "Country": "Libya",\n+         "Dystopia Residual": 2.09066,\n+         "Economy (GDP per Capita)": 1.13145,\n+         "Family": 1.11862,\n+         "Freedom": 0.41668,\n+         "Generosity": 0.18295,\n+         "Happiness Rank": 63,\n+         "Happiness Score": 5.754,\n+         "Health (Life Expectancy)": 0.7038,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.07832,\n+         "Trust (Government Corruption)": 0.11023\n+        },\n+        {\n+         "Country": "Russia",\n+         "Dystopia Residual": 2.27394,\n+         "Economy (GDP per Capita)": 1.13764,\n+         "Family": 1.23617,\n+         "Freedom": 0.36679,\n+         "Generosity": 0.00199,\n+         "Happiness Rank": 64,\n+         "Happiness Score": 5.716,\n+         "Health (Life Expectancy)": 0.66926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03135,\n+         "Trust (Government Corruption)": 0.03005\n         },\n         {\n          "Country": "Jamaica",\n@@ -347,8 +3483,455 @@\n          "Health (Life Expectancy)": 0.68741,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.13693,\n-         "Trust (Government Corruption)": 0.02299,\n-         "index": 64\n+         "Trust (Government Corruption)": 0.02299\n+        },\n+        {\n+         "Country": "North Cyprus",\n+         "Dystopia Residual": 1.59888,\n+         "Economy (GDP per Capita)": 1.20806,\n+         "Family": 1.07008,\n+         "Freedom": 0.49027,\n+         "Generosity": 0.26169,\n+         "Happiness Rank": 66,\n+         "Happiness Score": 5.695,\n+         "Health (Life Expectancy)": 0.92356,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.05635,\n+         "Trust (Government Corruption)": 0.1428\n+        },\n+        {\n+         "Country": "Cyprus",\n+         "Dystopia Residual": 1.88931,\n+         "Economy (GDP per Capita)": 1.20813,\n+         "Family": 0.89318,\n+         "Freedom": 0.40672,\n+         "Generosity": 0.30638,\n+         "Happiness Rank": 67,\n+         "Happiness Score": 5.689,\n+         "Health (Life Expectancy)": 0.92356,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.0558,\n+         "Trust (Government Corruption)": 0.06146\n+        },\n+        {\n+         "Country": "Algeria",\n+         "Dystopia Residual": 2.43209,\n+         "Economy (GDP per Capita)": 0.93929,\n+         "Family": 1.07772,\n+         "Freedom": 0.28579,\n+         "Generosity": 0.07822,\n+         "Happiness Rank": 68,\n+         "Happiness Score": 5.605,\n+         "Health (Life Expectancy)": 0.61766,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05099,\n+         "Trust (Government Corruption)": 0.17383\n+        },\n+        {\n+         "Country": "Kosovo",\n+         "Dystopia Residual": 2.76579,\n+         "Economy (GDP per Capita)": 0.80148,\n+         "Family": 0.81198,\n+         "Freedom": 0.24749,\n+         "Generosity": 0.2831,\n+         "Happiness Rank": 69,\n+         "Happiness Score": 5.589,\n+         "Health (Life Expectancy)": 0.63132,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05018,\n+         "Trust (Government Corruption)": 0.04741\n+        },\n+        {\n+         "Country": "Turkmenistan",\n+         "Dystopia Residual": 1.86984,\n+         "Economy (GDP per Capita)": 0.95847,\n+         "Family": 1.22668,\n+         "Freedom": 0.4761,\n+         "Generosity": 0.16979,\n+         "Happiness Rank": 70,\n+         "Happiness Score": 5.548,\n+         "Health (Life Expectancy)": 0.53886,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04175,\n+         "Trust (Government Corruption)": 0.30844\n+        },\n+        {\n+         "Country": "Mauritius",\n+         "Dystopia Residual": 1.76145,\n+         "Economy (GDP per Capita)": 1.00761,\n+         "Family": 0.98521,\n+         "Freedom": 0.56066,\n+         "Generosity": 0.37744,\n+         "Happiness Rank": 71,\n+         "Happiness Score": 5.477,\n+         "Health (Life Expectancy)": 0.7095,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07197,\n+         "Trust (Government Corruption)": 0.07521\n+        },\n+        {\n+         "Country": "Hong Kong",\n+         "Dystopia Residual": 0.65429,\n+         "Economy (GDP per Capita)": 1.38604,\n+         "Family": 1.05818,\n+         "Freedom": 0.59608,\n+         "Generosity": 0.39478,\n+         "Happiness Rank": 72,\n+         "Happiness Score": 5.474,\n+         "Health (Life Expectancy)": 1.01328,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.05051,\n+         "Trust (Government Corruption)": 0.37124\n+        },\n+        {\n+         "Country": "Estonia",\n+         "Dystopia Residual": 1.58782,\n+         "Economy (GDP per Capita)": 1.15174,\n+         "Family": 1.22791,\n+         "Freedom": 0.44888,\n+         "Generosity": 0.0868,\n+         "Happiness Rank": 73,\n+         "Happiness Score": 5.429,\n+         "Health (Life Expectancy)": 0.77361,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04013,\n+         "Trust (Government Corruption)": 0.15184\n+        },\n+        {\n+         "Country": "Indonesia",\n+         "Dystopia Residual": 1.86399,\n+         "Economy (GDP per Capita)": 0.82827,\n+         "Family": 1.08708,\n+         "Freedom": 0.46611,\n+         "Generosity": 0.51535,\n+         "Happiness Rank": 74,\n+         "Happiness Score": 5.399,\n+         "Health (Life Expectancy)": 0.63793,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.02596,\n+         "Trust (Government Corruption)": 0\n+        },\n+        {\n+         "Country": "Vietnam",\n+         "Dystopia Residual": 2.20173,\n+         "Economy (GDP per Capita)": 0.63216,\n+         "Family": 0.91226,\n+         "Freedom": 0.59444,\n+         "Generosity": 0.1686,\n+         "Happiness Rank": 75,\n+         "Happiness Score": 5.36,\n+         "Health (Life Expectancy)": 0.74676,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.03107,\n+         "Trust (Government Corruption)": 0.10441\n+        },\n+        {\n+         "Country": "Turkey",\n+         "Dystopia Residual": 2.08528,\n+         "Economy (GDP per Capita)": 1.06098,\n+         "Family": 0.94632,\n+         "Freedom": 0.22815,\n+         "Generosity": 0.12253,\n+         "Happiness Rank": 76,\n+         "Happiness Score": 5.332,\n+         "Health (Life Expectancy)": 0.73172,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03864,\n+         "Trust (Government Corruption)": 0.15746\n+        },\n+        {\n+         "Country": "Kyrgyzstan",\n+         "Dystopia Residual": 2.2327,\n+         "Economy (GDP per Capita)": 0.47428,\n+         "Family": 1.15115,\n+         "Freedom": 0.43477,\n+         "Generosity": 0.3003,\n+         "Happiness Rank": 77,\n+         "Happiness Score": 5.286,\n+         "Health (Life Expectancy)": 0.65088,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03823,\n+         "Trust (Government Corruption)": 0.04232\n+        },\n+        {\n+         "Country": "Nigeria",\n+         "Dystopia Residual": 2.89319,\n+         "Economy (GDP per Capita)": 0.65435,\n+         "Family": 0.90432,\n+         "Freedom": 0.34334,\n+         "Generosity": 0.27233,\n+         "Happiness Rank": 78,\n+         "Happiness Score": 5.268,\n+         "Health (Life Expectancy)": 0.16007,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04192,\n+         "Trust (Government Corruption)": 0.0403\n+        },\n+        {\n+         "Country": "Bhutan",\n+         "Dystopia Residual": 1.63794,\n+         "Economy (GDP per Capita)": 0.77042,\n+         "Family": 1.10395,\n+         "Freedom": 0.53206,\n+         "Generosity": 0.47998,\n+         "Happiness Rank": 79,\n+         "Happiness Score": 5.253,\n+         "Health (Life Expectancy)": 0.57407,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03225,\n+         "Trust (Government Corruption)": 0.15445\n+        },\n+        {\n+         "Country": "Azerbaijan",\n+         "Dystopia Residual": 2.00073,\n+         "Economy (GDP per Capita)": 1.02389,\n+         "Family": 0.93793,\n+         "Freedom": 0.3703,\n+         "Generosity": 0.07799,\n+         "Happiness Rank": 80,\n+         "Happiness Score": 5.212,\n+         "Health (Life Expectancy)": 0.64045,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03363,\n+         "Trust (Government Corruption)": 0.16065\n+        },\n+        {\n+         "Country": "Pakistan",\n+         "Dystopia Residual": 3.10709,\n+         "Economy (GDP per Capita)": 0.59543,\n+         "Family": 0.41411,\n+         "Freedom": 0.12102,\n+         "Generosity": 0.33671,\n+         "Happiness Rank": 81,\n+         "Happiness Score": 5.194,\n+         "Health (Life Expectancy)": 0.51466,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03726,\n+         "Trust (Government Corruption)": 0.10464\n+        },\n+        {\n+         "Country": "Jordan",\n+         "Dystopia Residual": 1.87996,\n+         "Economy (GDP per Capita)": 0.90198,\n+         "Family": 1.05392,\n+         "Freedom": 0.40661,\n+         "Generosity": 0.11053,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.69639,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04524,\n+         "Trust (Government Corruption)": 0.14293\n+        },\n+        {\n+         "Country": "Montenegro",\n+         "Dystopia Residual": 2.10017,\n+         "Economy (GDP per Capita)": 0.97438,\n+         "Family": 0.90557,\n+         "Freedom": 0.1826,\n+         "Generosity": 0.1614,\n+         "Happiness Rank": 82,\n+         "Happiness Score": 5.192,\n+         "Health (Life Expectancy)": 0.72521,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05235,\n+         "Trust (Government Corruption)": 0.14296\n+        },\n+        {\n+         "Country": "China",\n+         "Dystopia Residual": 1.8604,\n+         "Economy (GDP per Capita)": 0.89012,\n+         "Family": 0.94675,\n+         "Freedom": 0.51697,\n+         "Generosity": 0.08185,\n+         "Happiness Rank": 84,\n+         "Happiness Score": 5.14,\n+         "Health (Life Expectancy)": 0.81658,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.02424,\n+         "Trust (Government Corruption)": 0.02781\n+        },\n+        {\n+         "Country": "Zambia",\n+         "Dystopia Residual": 2.6343,\n+         "Economy (GDP per Capita)": 0.47038,\n+         "Family": 0.91612,\n+         "Freedom": 0.48827,\n+         "Generosity": 0.19591,\n+         "Happiness Rank": 85,\n+         "Happiness Score": 5.129,\n+         "Health (Life Expectancy)": 0.29924,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06988,\n+         "Trust (Government Corruption)": 0.12468\n+        },\n+        {\n+         "Country": "Romania",\n+         "Dystopia Residual": 1.93129,\n+         "Economy (GDP per Capita)": 1.04345,\n+         "Family": 0.88588,\n+         "Freedom": 0.35068,\n+         "Generosity": 0.13748,\n+         "Happiness Rank": 86,\n+         "Happiness Score": 5.124,\n+         "Health (Life Expectancy)": 0.7689,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06607,\n+         "Trust (Government Corruption)": 0.00649\n+        },\n+        {\n+         "Country": "Serbia",\n+         "Dystopia Residual": 2.025,\n+         "Economy (GDP per Capita)": 0.92053,\n+         "Family": 1.00964,\n+         "Freedom": 0.20107,\n+         "Generosity": 0.19231,\n+         "Happiness Rank": 87,\n+         "Happiness Score": 5.123,\n+         "Health (Life Expectancy)": 0.74836,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04864,\n+         "Trust (Government Corruption)": 0.02617\n+        },\n+        {\n+         "Country": "Portugal",\n+         "Dystopia Residual": 1.26462,\n+         "Economy (GDP per Capita)": 1.15991,\n+         "Family": 1.13935,\n+         "Freedom": 0.51469,\n+         "Generosity": 0.13719,\n+         "Happiness Rank": 88,\n+         "Happiness Score": 5.102,\n+         "Health (Life Expectancy)": 0.87519,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.04802,\n+         "Trust (Government Corruption)": 0.01078\n+        },\n+        {\n+         "Country": "Latvia",\n+         "Dystopia Residual": 1.62215,\n+         "Economy (GDP per Capita)": 1.11312,\n+         "Family": 1.09562,\n+         "Freedom": 0.29671,\n+         "Generosity": 0.18226,\n+         "Happiness Rank": 89,\n+         "Happiness Score": 5.098,\n+         "Health (Life Expectancy)": 0.72437,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.0464,\n+         "Trust (Government Corruption)": 0.06332\n+        },\n+        {\n+         "Country": "Philippines",\n+         "Dystopia Residual": 1.7536,\n+         "Economy (GDP per Capita)": 0.70532,\n+         "Family": 1.03516,\n+         "Freedom": 0.62545,\n+         "Generosity": 0.24991,\n+         "Happiness Rank": 90,\n+         "Happiness Score": 5.073,\n+         "Health (Life Expectancy)": 0.58114,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12279\n+        },\n+        {\n+         "Country": "Somaliland region",\n+         "Dystopia Residual": 2.11032,\n+         "Economy (GDP per Capita)": 0.18847,\n+         "Family": 0.95152,\n+         "Freedom": 0.46582,\n+         "Generosity": 0.50318,\n+         "Happiness Rank": 91,\n+         "Happiness Score": 5.057,\n+         "Health (Life Expectancy)": 0.43873,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06161,\n+         "Trust (Government Corruption)": 0.39928\n+        },\n+        {\n+         "Country": "Morocco",\n+         "Dystopia Residual": 2.45373,\n+         "Economy (GDP per Capita)": 0.73479,\n+         "Family": 0.64095,\n+         "Freedom": 0.41691,\n+         "Generosity": 0.07172,\n+         "Happiness Rank": 92,\n+         "Happiness Score": 5.013,\n+         "Health (Life Expectancy)": 0.60954,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0342,\n+         "Trust (Government Corruption)": 0.08546\n+        },\n+        {\n+         "Country": "Macedonia",\n+         "Dystopia Residual": 1.73933,\n+         "Economy (GDP per Capita)": 0.91851,\n+         "Family": 1.00232,\n+         "Freedom": 0.33457,\n+         "Generosity": 0.22359,\n+         "Happiness Rank": 93,\n+         "Happiness Score": 5.007,\n+         "Health (Life Expectancy)": 0.73545,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05376,\n+         "Trust (Government Corruption)": 0.05327\n+        },\n+        {\n+         "Country": "Mozambique",\n+         "Dystopia Residual": 3.05137,\n+         "Economy (GDP per Capita)": 0.08308,\n+         "Family": 1.02626,\n+         "Freedom": 0.34037,\n+         "Generosity": 0.22269,\n+         "Happiness Rank": 94,\n+         "Happiness Score": 4.971,\n+         "Health (Life Expectancy)": 0.09131,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07896,\n+         "Trust (Government Corruption)": 0.15603\n+        },\n+        {\n+         "Country": "Albania",\n+         "Dystopia Residual": 1.89894,\n+         "Economy (GDP per Capita)": 0.87867,\n+         "Family": 0.80434,\n+         "Freedom": 0.35733,\n+         "Generosity": 0.14272,\n+         "Happiness Rank": 95,\n+         "Happiness Score": 4.959,\n+         "Health (Life Expectancy)": 0.81325,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.05013,\n+         "Trust (Government Corruption)": 0.06413\n+        },\n+        {\n+         "Country": "Bosnia and Herzegovina",\n+         "Dystopia Residual": 2.06367,\n+         "Economy (GDP per Capita)": 0.83223,\n+         "Family": 0.91916,\n+         "Freedom": 0.09245,\n+         "Generosity": 0.24808,\n+         "Happiness Rank": 96,\n+         "Happiness Score": 4.949,\n+         "Health (Life Expectancy)": 0.79081,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06913,\n+         "Trust (Government Corruption)": 0.00227\n+        },\n+        {\n+         "Country": "Lesotho",\n+         "Dystopia Residual": 2.79832,\n+         "Economy (GDP per Capita)": 0.37545,\n+         "Family": 1.04103,\n+         "Freedom": 0.31767,\n+         "Generosity": 0.16388,\n+         "Happiness Rank": 97,\n+         "Happiness Score": 4.898,\n+         "Health (Life Expectancy)": 0.07612,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.09438,\n+         "Trust (Government Corruption)": 0.12504\n         },\n         {\n          "Country": "Dominican Republic",\n@@ -362,8 +3945,91 @@\n          "Health (Life Expectancy)": 0.66825,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.07446,\n-         "Trust (Government Corruption)": 0.14234,\n-         "index": 97\n+         "Trust (Government Corruption)": 0.14234\n+        },\n+        {\n+         "Country": "Laos",\n+         "Dystopia Residual": 1.73799,\n+         "Economy (GDP per Capita)": 0.59066,\n+         "Family": 0.73803,\n+         "Freedom": 0.59591,\n+         "Generosity": 0.42192,\n+         "Happiness Rank": 99,\n+         "Happiness Score": 4.876,\n+         "Health (Life Expectancy)": 0.54909,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.06698,\n+         "Trust (Government Corruption)": 0.24249\n+        },\n+        {\n+         "Country": "Mongolia",\n+         "Dystopia Residual": 1.34759,\n+         "Economy (GDP per Capita)": 0.82819,\n+         "Family": 1.3006,\n+         "Freedom": 0.43626,\n+         "Generosity": 0.3323,\n+         "Happiness Rank": 100,\n+         "Happiness Score": 4.874,\n+         "Health (Life Expectancy)": 0.60268,\n+         "Region": "Eastern Asia",\n+         "Standard Error": 0.03313,\n+         "Trust (Government Corruption)": 0.02666\n+        },\n+        {\n+         "Country": "Swaziland",\n+         "Dystopia Residual": 2.48676,\n+         "Economy (GDP per Capita)": 0.71206,\n+         "Family": 1.07284,\n+         "Freedom": 0.30658,\n+         "Generosity": 0.18259,\n+         "Happiness Rank": 101,\n+         "Happiness Score": 4.867,\n+         "Health (Life Expectancy)": 0.07566,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08742,\n+         "Trust (Government Corruption)": 0.0306\n+        },\n+        {\n+         "Country": "Greece",\n+         "Dystopia Residual": 1.80101,\n+         "Economy (GDP per Capita)": 1.15406,\n+         "Family": 0.92933,\n+         "Freedom": 0.07699,\n+         "Generosity": 0,\n+         "Happiness Rank": 102,\n+         "Happiness Score": 4.857,\n+         "Health (Life Expectancy)": 0.88213,\n+         "Region": "Western Europe",\n+         "Standard Error": 0.05062,\n+         "Trust (Government Corruption)": 0.01397\n+        },\n+        {\n+         "Country": "Lebanon",\n+         "Dystopia Residual": 1.57059,\n+         "Economy (GDP per Capita)": 1.02564,\n+         "Family": 0.80001,\n+         "Freedom": 0.33916,\n+         "Generosity": 0.21854,\n+         "Happiness Rank": 103,\n+         "Happiness Score": 4.839,\n+         "Health (Life Expectancy)": 0.83947,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04337,\n+         "Trust (Government Corruption)": 0.04582\n+        },\n+        {\n+         "Country": "Hungary",\n+         "Dystopia Residual": 1.24074,\n+         "Economy (GDP per Capita)": 1.12094,\n+         "Family": 1.20215,\n+         "Freedom": 0.32112,\n+         "Generosity": 0.128,\n+         "Happiness Rank": 104,\n+         "Happiness Score": 4.8,\n+         "Health (Life Expectancy)": 0.75905,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.06107,\n+         "Trust (Government Corruption)": 0.02758\n         },\n         {\n          "Country": "Honduras",\n@@ -377,8 +4043,189 @@\n          "Health (Life Expectancy)": 0.6951,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.05648,\n-         "Trust (Government Corruption)": 0.06825,\n-         "index": 104\n+         "Trust (Government Corruption)": 0.06825\n+        },\n+        {\n+         "Country": "Tajikistan",\n+         "Dystopia Residual": 2.11399,\n+         "Economy (GDP per Capita)": 0.39047,\n+         "Family": 0.85563,\n+         "Freedom": 0.47216,\n+         "Generosity": 0.22974,\n+         "Happiness Rank": 106,\n+         "Happiness Score": 4.786,\n+         "Health (Life Expectancy)": 0.57379,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.03198,\n+         "Trust (Government Corruption)": 0.15072\n+        },\n+        {\n+         "Country": "Tunisia",\n+         "Dystopia Residual": 2.12466,\n+         "Economy (GDP per Capita)": 0.88113,\n+         "Family": 0.60429,\n+         "Freedom": 0.26268,\n+         "Generosity": 0.06431,\n+         "Happiness Rank": 107,\n+         "Happiness Score": 4.739,\n+         "Health (Life Expectancy)": 0.73793,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.03589,\n+         "Trust (Government Corruption)": 0.06358\n+        },\n+        {\n+         "Country": "Palestinian Territories",\n+         "Dystopia Residual": 2.04384,\n+         "Economy (GDP per Capita)": 0.59867,\n+         "Family": 0.92558,\n+         "Freedom": 0.24499,\n+         "Generosity": 0.11251,\n+         "Happiness Rank": 108,\n+         "Happiness Score": 4.715,\n+         "Health (Life Expectancy)": 0.66015,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04394,\n+         "Trust (Government Corruption)": 0.12905\n+        },\n+        {\n+         "Country": "Bangladesh",\n+         "Dystopia Residual": 2.51767,\n+         "Economy (GDP per Capita)": 0.39753,\n+         "Family": 0.43106,\n+         "Freedom": 0.4082,\n+         "Generosity": 0.21222,\n+         "Happiness Rank": 109,\n+         "Happiness Score": 4.694,\n+         "Health (Life Expectancy)": 0.60164,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03077,\n+         "Trust (Government Corruption)": 0.12569\n+        },\n+        {\n+         "Country": "Iran",\n+         "Dystopia Residual": 1.6944,\n+         "Economy (GDP per Capita)": 1.0088,\n+         "Family": 0.54447,\n+         "Freedom": 0.30033,\n+         "Generosity": 0.38086,\n+         "Happiness Rank": 110,\n+         "Happiness Score": 4.686,\n+         "Health (Life Expectancy)": 0.69805,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04449,\n+         "Trust (Government Corruption)": 0.05863\n+        },\n+        {\n+         "Country": "Ukraine",\n+         "Dystopia Residual": 1.5714,\n+         "Economy (GDP per Capita)": 0.79907,\n+         "Family": 1.20278,\n+         "Freedom": 0.25123,\n+         "Generosity": 0.15275,\n+         "Happiness Rank": 111,\n+         "Happiness Score": 4.681,\n+         "Health (Life Expectancy)": 0.6739,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04412,\n+         "Trust (Government Corruption)": 0.02961\n+        },\n+        {\n+         "Country": "Iraq",\n+         "Dystopia Residual": 1.95335,\n+         "Economy (GDP per Capita)": 0.98549,\n+         "Family": 0.81889,\n+         "Freedom": 0,\n+         "Generosity": 0.17922,\n+         "Happiness Rank": 112,\n+         "Happiness Score": 4.677,\n+         "Health (Life Expectancy)": 0.60237,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05232,\n+         "Trust (Government Corruption)": 0.13788\n+        },\n+        {\n+         "Country": "South Africa",\n+         "Dystopia Residual": 1.71956,\n+         "Economy (GDP per Capita)": 0.92049,\n+         "Family": 1.18468,\n+         "Freedom": 0.33207,\n+         "Generosity": 0.11973,\n+         "Happiness Rank": 113,\n+         "Happiness Score": 4.642,\n+         "Health (Life Expectancy)": 0.27688,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04585,\n+         "Trust (Government Corruption)": 0.08884\n+        },\n+        {\n+         "Country": "Ghana",\n+         "Dystopia Residual": 2.30919,\n+         "Economy (GDP per Capita)": 0.54558,\n+         "Family": 0.67954,\n+         "Freedom": 0.42342,\n+         "Generosity": 0.23087,\n+         "Happiness Rank": 114,\n+         "Happiness Score": 4.633,\n+         "Health (Life Expectancy)": 0.40132,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04742,\n+         "Trust (Government Corruption)": 0.04355\n+        },\n+        {\n+         "Country": "Zimbabwe",\n+         "Dystopia Residual": 2.44191,\n+         "Economy (GDP per Capita)": 0.271,\n+         "Family": 1.03276,\n+         "Freedom": 0.25861,\n+         "Generosity": 0.18987,\n+         "Happiness Rank": 115,\n+         "Happiness Score": 4.61,\n+         "Health (Life Expectancy)": 0.33475,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0429,\n+         "Trust (Government Corruption)": 0.08079\n+        },\n+        {\n+         "Country": "Liberia",\n+         "Dystopia Residual": 2.77729,\n+         "Economy (GDP per Capita)": 0.0712,\n+         "Family": 0.78968,\n+         "Freedom": 0.28531,\n+         "Generosity": 0.24362,\n+         "Happiness Rank": 116,\n+         "Happiness Score": 4.571,\n+         "Health (Life Expectancy)": 0.34201,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.11068,\n+         "Trust (Government Corruption)": 0.06232\n+        },\n+        {\n+         "Country": "India",\n+         "Dystopia Residual": 2.27513,\n+         "Economy (GDP per Capita)": 0.64499,\n+         "Family": 0.38174,\n+         "Freedom": 0.39786,\n+         "Generosity": 0.26475,\n+         "Happiness Rank": 117,\n+         "Happiness Score": 4.565,\n+         "Health (Life Expectancy)": 0.51529,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.02043,\n+         "Trust (Government Corruption)": 0.08492\n+        },\n+        {\n+         "Country": "Sudan",\n+         "Dystopia Residual": 2.20857,\n+         "Economy (GDP per Capita)": 0.52107,\n+         "Family": 1.01404,\n+         "Freedom": 0.10081,\n+         "Generosity": 0.19062,\n+         "Happiness Rank": 118,\n+         "Happiness Score": 4.55,\n+         "Health (Life Expectancy)": 0.36878,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0674,\n+         "Trust (Government Corruption)": 0.1466\n         },\n         {\n          "Country": "Haiti",\n@@ -392,16 +4239,557 @@\n          "Health (Life Expectancy)": 0.38847,\n          "Region": "Latin America and Caribbean",\n          "Standard Error": 0.07331,\n-         "Trust (Government Corruption)": 0.17175,\n-         "index": 118\n+         "Trust (Government Corruption)": 0.17175\n+        },\n+        {\n+         "Country": "Congo (Kinshasa)",\n+         "Dystopia Residual": 2.86712,\n+         "Economy (GDP per Capita)": 0,\n+         "Family": 1.0012,\n+         "Freedom": 0.22605,\n+         "Generosity": 0.24834,\n+         "Happiness Rank": 120,\n+         "Happiness Score": 4.517,\n+         "Health (Life Expectancy)": 0.09806,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0368,\n+         "Trust (Government Corruption)": 0.07625\n+        },\n+        {\n+         "Country": "Nepal",\n+         "Dystopia Residual": 1.95637,\n+         "Economy (GDP per Capita)": 0.35997,\n+         "Family": 0.86449,\n+         "Freedom": 0.38282,\n+         "Generosity": 0.32296,\n+         "Happiness Rank": 121,\n+         "Happiness Score": 4.514,\n+         "Health (Life Expectancy)": 0.56874,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03607,\n+         "Trust (Government Corruption)": 0.05907\n+        },\n+        {\n+         "Country": "Ethiopia",\n+         "Dystopia Residual": 2.44876,\n+         "Economy (GDP per Capita)": 0.19073,\n+         "Family": 0.60406,\n+         "Freedom": 0.4345,\n+         "Generosity": 0.24325,\n+         "Happiness Rank": 122,\n+         "Happiness Score": 4.512,\n+         "Health (Life Expectancy)": 0.44055,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0378,\n+         "Trust (Government Corruption)": 0.15048\n+        },\n+        {\n+         "Country": "Sierra Leone",\n+         "Dystopia Residual": 2.51009,\n+         "Economy (GDP per Capita)": 0.33024,\n+         "Family": 0.95571,\n+         "Freedom": 0.4084,\n+         "Generosity": 0.21488,\n+         "Happiness Rank": 123,\n+         "Happiness Score": 4.507,\n+         "Health (Life Expectancy)": 0,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.07068,\n+         "Trust (Government Corruption)": 0.08786\n+        },\n+        {\n+         "Country": "Mauritania",\n+         "Dystopia Residual": 2.11773,\n+         "Economy (GDP per Capita)": 0.45407,\n+         "Family": 0.86908,\n+         "Freedom": 0.24232,\n+         "Generosity": 0.219,\n+         "Happiness Rank": 124,\n+         "Happiness Score": 4.436,\n+         "Health (Life Expectancy)": 0.35874,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03947,\n+         "Trust (Government Corruption)": 0.17461\n+        },\n+        {\n+         "Country": "Kenya",\n+         "Dystopia Residual": 1.78555,\n+         "Economy (GDP per Capita)": 0.36471,\n+         "Family": 0.99876,\n+         "Freedom": 0.42215,\n+         "Generosity": 0.37542,\n+         "Happiness Rank": 125,\n+         "Happiness Score": 4.419,\n+         "Health (Life Expectancy)": 0.41435,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04734,\n+         "Trust (Government Corruption)": 0.05839\n+        },\n+        {\n+         "Country": "Djibouti",\n+         "Dystopia Residual": 2.05125,\n+         "Economy (GDP per Capita)": 0.44025,\n+         "Family": 0.59207,\n+         "Freedom": 0.46074,\n+         "Generosity": 0.18093,\n+         "Happiness Rank": 126,\n+         "Happiness Score": 4.369,\n+         "Health (Life Expectancy)": 0.36291,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08096,\n+         "Trust (Government Corruption)": 0.28105\n+        },\n+        {\n+         "Country": "Armenia",\n+         "Dystopia Residual": 1.75873,\n+         "Economy (GDP per Capita)": 0.76821,\n+         "Family": 0.77711,\n+         "Freedom": 0.19847,\n+         "Generosity": 0.07855,\n+         "Happiness Rank": 127,\n+         "Happiness Score": 4.35,\n+         "Health (Life Expectancy)": 0.7299,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04763,\n+         "Trust (Government Corruption)": 0.039\n+        },\n+        {\n+         "Country": "Botswana",\n+         "Dystopia Residual": 1.46181,\n+         "Economy (GDP per Capita)": 0.99355,\n+         "Family": 1.10464,\n+         "Freedom": 0.49495,\n+         "Generosity": 0.10461,\n+         "Happiness Rank": 128,\n+         "Happiness Score": 4.332,\n+         "Health (Life Expectancy)": 0.04776,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04934,\n+         "Trust (Government Corruption)": 0.12474\n+        },\n+        {\n+         "Country": "Myanmar",\n+         "Dystopia Residual": 1.41805,\n+         "Economy (GDP per Capita)": 0.27108,\n+         "Family": 0.70905,\n+         "Freedom": 0.44017,\n+         "Generosity": 0.79588,\n+         "Happiness Rank": 129,\n+         "Happiness Score": 4.307,\n+         "Health (Life Expectancy)": 0.48246,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.04351,\n+         "Trust (Government Corruption)": 0.19034\n+        },\n+        {\n+         "Country": "Georgia",\n+         "Dystopia Residual": 1.59541,\n+         "Economy (GDP per Capita)": 0.7419,\n+         "Family": 0.38562,\n+         "Freedom": 0.40577,\n+         "Generosity": 0.05547,\n+         "Happiness Rank": 130,\n+         "Happiness Score": 4.297,\n+         "Health (Life Expectancy)": 0.72926,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04221,\n+         "Trust (Government Corruption)": 0.38331\n+        },\n+        {\n+         "Country": "Malawi",\n+         "Dystopia Residual": 2.80791,\n+         "Economy (GDP per Capita)": 0.01604,\n+         "Family": 0.41134,\n+         "Freedom": 0.43054,\n+         "Generosity": 0.33128,\n+         "Happiness Rank": 131,\n+         "Happiness Score": 4.292,\n+         "Health (Life Expectancy)": 0.22562,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0613,\n+         "Trust (Government Corruption)": 0.06977\n+        },\n+        {\n+         "Country": "Sri Lanka",\n+         "Dystopia Residual": 0.67108,\n+         "Economy (GDP per Capita)": 0.83524,\n+         "Family": 1.01905,\n+         "Freedom": 0.53726,\n+         "Generosity": 0.40828,\n+         "Happiness Rank": 132,\n+         "Happiness Score": 4.271,\n+         "Health (Life Expectancy)": 0.70806,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03751,\n+         "Trust (Government Corruption)": 0.09179\n+        },\n+        {\n+         "Country": "Cameroon",\n+         "Dystopia Residual": 1.95071,\n+         "Economy (GDP per Capita)": 0.4225,\n+         "Family": 0.88767,\n+         "Freedom": 0.49309,\n+         "Generosity": 0.20618,\n+         "Happiness Rank": 133,\n+         "Happiness Score": 4.252,\n+         "Health (Life Expectancy)": 0.23402,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04678,\n+         "Trust (Government Corruption)": 0.05786\n+        },\n+        {\n+         "Country": "Bulgaria",\n+         "Dystopia Residual": 0.89991,\n+         "Economy (GDP per Capita)": 1.01216,\n+         "Family": 1.10614,\n+         "Freedom": 0.30587,\n+         "Generosity": 0.11921,\n+         "Happiness Rank": 134,\n+         "Happiness Score": 4.218,\n+         "Health (Life Expectancy)": 0.76649,\n+         "Region": "Central and Eastern Europe",\n+         "Standard Error": 0.04828,\n+         "Trust (Government Corruption)": 0.00872\n+        },\n+        {\n+         "Country": "Egypt",\n+         "Dystopia Residual": 1.59927,\n+         "Economy (GDP per Capita)": 0.8818,\n+         "Family": 0.747,\n+         "Freedom": 0.17288,\n+         "Generosity": 0.11291,\n+         "Happiness Rank": 135,\n+         "Happiness Score": 4.194,\n+         "Health (Life Expectancy)": 0.61712,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.0326,\n+         "Trust (Government Corruption)": 0.06324\n+        },\n+        {\n+         "Country": "Yemen",\n+         "Dystopia Residual": 1.92313,\n+         "Economy (GDP per Capita)": 0.54649,\n+         "Family": 0.68093,\n+         "Freedom": 0.35571,\n+         "Generosity": 0.09131,\n+         "Happiness Rank": 136,\n+         "Happiness Score": 4.077,\n+         "Health (Life Expectancy)": 0.40064,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.04367,\n+         "Trust (Government Corruption)": 0.07854\n+        },\n+        {\n+         "Country": "Angola",\n+         "Dystopia Residual": 1.94939,\n+         "Economy (GDP per Capita)": 0.75778,\n+         "Family": 0.8604,\n+         "Freedom": 0.10384,\n+         "Generosity": 0.12344,\n+         "Happiness Rank": 137,\n+         "Happiness Score": 4.033,\n+         "Health (Life Expectancy)": 0.16683,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04758,\n+         "Trust (Government Corruption)": 0.07122\n+        },\n+        {\n+         "Country": "Mali",\n+         "Dystopia Residual": 1.79293,\n+         "Economy (GDP per Capita)": 0.26074,\n+         "Family": 1.03526,\n+         "Freedom": 0.38857,\n+         "Generosity": 0.18798,\n+         "Happiness Rank": 138,\n+         "Happiness Score": 3.995,\n+         "Health (Life Expectancy)": 0.20583,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05602,\n+         "Trust (Government Corruption)": 0.12352\n+        },\n+        {\n+         "Country": "Congo (Brazzaville)",\n+         "Dystopia Residual": 1.68135,\n+         "Economy (GDP per Capita)": 0.67866,\n+         "Family": 0.6629,\n+         "Freedom": 0.41466,\n+         "Generosity": 0.12388,\n+         "Happiness Rank": 139,\n+         "Happiness Score": 3.989,\n+         "Health (Life Expectancy)": 0.31051,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06682,\n+         "Trust (Government Corruption)": 0.11686\n+        },\n+        {\n+         "Country": "Comoros",\n+         "Dystopia Residual": 1.95812,\n+         "Economy (GDP per Capita)": 0.23906,\n+         "Family": 0.79273,\n+         "Freedom": 0.22917,\n+         "Generosity": 0.17441,\n+         "Happiness Rank": 140,\n+         "Happiness Score": 3.956,\n+         "Health (Life Expectancy)": 0.36315,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04797,\n+         "Trust (Government Corruption)": 0.199\n+        },\n+        {\n+         "Country": "Uganda",\n+         "Dystopia Residual": 1.42766,\n+         "Economy (GDP per Capita)": 0.21102,\n+         "Family": 1.13299,\n+         "Freedom": 0.45727,\n+         "Generosity": 0.29066,\n+         "Happiness Rank": 141,\n+         "Happiness Score": 3.931,\n+         "Health (Life Expectancy)": 0.33861,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04317,\n+         "Trust (Government Corruption)": 0.07267\n+        },\n+        {\n+         "Country": "Senegal",\n+         "Dystopia Residual": 1.44395,\n+         "Economy (GDP per Capita)": 0.36498,\n+         "Family": 0.97619,\n+         "Freedom": 0.36772,\n+         "Generosity": 0.20843,\n+         "Happiness Rank": 142,\n+         "Happiness Score": 3.904,\n+         "Health (Life Expectancy)": 0.4354,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03608,\n+         "Trust (Government Corruption)": 0.10713\n+        },\n+        {\n+         "Country": "Gabon",\n+         "Dystopia Residual": 0.99895,\n+         "Economy (GDP per Capita)": 1.06024,\n+         "Family": 0.90528,\n+         "Freedom": 0.31914,\n+         "Generosity": 0.06822,\n+         "Happiness Rank": 143,\n+         "Happiness Score": 3.896,\n+         "Health (Life Expectancy)": 0.43372,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04547,\n+         "Trust (Government Corruption)": 0.11091\n+        },\n+        {\n+         "Country": "Niger",\n+         "Dystopia Residual": 1.87877,\n+         "Economy (GDP per Capita)": 0.0694,\n+         "Family": 0.77265,\n+         "Freedom": 0.47692,\n+         "Generosity": 0.19387,\n+         "Happiness Rank": 144,\n+         "Happiness Score": 3.845,\n+         "Health (Life Expectancy)": 0.29707,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03602,\n+         "Trust (Government Corruption)": 0.15639\n+        },\n+        {\n+         "Country": "Cambodia",\n+         "Dystopia Residual": 0.98195,\n+         "Economy (GDP per Capita)": 0.46038,\n+         "Family": 0.62736,\n+         "Freedom": 0.66246,\n+         "Generosity": 0.40359,\n+         "Happiness Rank": 145,\n+         "Happiness Score": 3.819,\n+         "Health (Life Expectancy)": 0.61114,\n+         "Region": "Southeastern Asia",\n+         "Standard Error": 0.05069,\n+         "Trust (Government Corruption)": 0.07247\n+        },\n+        {\n+         "Country": "Tanzania",\n+         "Dystopia Residual": 1.38079,\n+         "Economy (GDP per Capita)": 0.2852,\n+         "Family": 1.00268,\n+         "Freedom": 0.32878,\n+         "Generosity": 0.34377,\n+         "Happiness Rank": 146,\n+         "Happiness Score": 3.781,\n+         "Health (Life Expectancy)": 0.38215,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05061,\n+         "Trust (Government Corruption)": 0.05747\n+        },\n+        {\n+         "Country": "Madagascar",\n+         "Dystopia Residual": 1.851,\n+         "Economy (GDP per Capita)": 0.20824,\n+         "Family": 0.66801,\n+         "Freedom": 0.19184,\n+         "Generosity": 0.21333,\n+         "Happiness Rank": 147,\n+         "Happiness Score": 3.681,\n+         "Health (Life Expectancy)": 0.46721,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03633,\n+         "Trust (Government Corruption)": 0.08124\n+        },\n+        {\n+         "Country": "Central African Republic",\n+         "Dystopia Residual": 2.7223,\n+         "Economy (GDP per Capita)": 0.0785,\n+         "Family": 0,\n+         "Freedom": 0.48879,\n+         "Generosity": 0.23835,\n+         "Happiness Rank": 148,\n+         "Happiness Score": 3.678,\n+         "Health (Life Expectancy)": 0.06699,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06112,\n+         "Trust (Government Corruption)": 0.08289\n+        },\n+        {\n+         "Country": "Chad",\n+         "Dystopia Residual": 1.94296,\n+         "Economy (GDP per Capita)": 0.34193,\n+         "Family": 0.76062,\n+         "Freedom": 0.23501,\n+         "Generosity": 0.18386,\n+         "Happiness Rank": 149,\n+         "Happiness Score": 3.667,\n+         "Health (Life Expectancy)": 0.1501,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0383,\n+         "Trust (Government Corruption)": 0.05269\n+        },\n+        {\n+         "Country": "Guinea",\n+         "Dystopia Residual": 1.99172,\n+         "Economy (GDP per Capita)": 0.17417,\n+         "Family": 0.46475,\n+         "Freedom": 0.37725,\n+         "Generosity": 0.28657,\n+         "Happiness Rank": 150,\n+         "Happiness Score": 3.656,\n+         "Health (Life Expectancy)": 0.24009,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.0359,\n+         "Trust (Government Corruption)": 0.12139\n+        },\n+        {\n+         "Country": "Ivory Coast",\n+         "Dystopia Residual": 1.41723,\n+         "Economy (GDP per Capita)": 0.46534,\n+         "Family": 0.77115,\n+         "Freedom": 0.46866,\n+         "Generosity": 0.20165,\n+         "Happiness Rank": 151,\n+         "Happiness Score": 3.655,\n+         "Health (Life Expectancy)": 0.15185,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.05141,\n+         "Trust (Government Corruption)": 0.17922\n+        },\n+        {\n+         "Country": "Burkina Faso",\n+         "Dystopia Residual": 1.46494,\n+         "Economy (GDP per Capita)": 0.25812,\n+         "Family": 0.85188,\n+         "Freedom": 0.39493,\n+         "Generosity": 0.21747,\n+         "Happiness Rank": 152,\n+         "Happiness Score": 3.587,\n+         "Health (Life Expectancy)": 0.27125,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.04324,\n+         "Trust (Government Corruption)": 0.12832\n+        },\n+        {\n+         "Country": "Afghanistan",\n+         "Dystopia Residual": 1.9521,\n+         "Economy (GDP per Capita)": 0.31982,\n+         "Family": 0.30285,\n+         "Freedom": 0.23414,\n+         "Generosity": 0.3651,\n+         "Happiness Rank": 153,\n+         "Happiness Score": 3.575,\n+         "Health (Life Expectancy)": 0.30335,\n+         "Region": "Southern Asia",\n+         "Standard Error": 0.03084,\n+         "Trust (Government Corruption)": 0.09719\n+        },\n+        {\n+         "Country": "Rwanda",\n+         "Dystopia Residual": 0.67042,\n+         "Economy (GDP per Capita)": 0.22208,\n+         "Family": 0.7737,\n+         "Freedom": 0.59201,\n+         "Generosity": 0.22628,\n+         "Happiness Rank": 154,\n+         "Happiness Score": 3.465,\n+         "Health (Life Expectancy)": 0.42864,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03464,\n+         "Trust (Government Corruption)": 0.55191\n+        },\n+        {\n+         "Country": "Benin",\n+         "Dystopia Residual": 1.63328,\n+         "Economy (GDP per Capita)": 0.28665,\n+         "Family": 0.35386,\n+         "Freedom": 0.4845,\n+         "Generosity": 0.1826,\n+         "Happiness Rank": 155,\n+         "Happiness Score": 3.34,\n+         "Health (Life Expectancy)": 0.3191,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.03656,\n+         "Trust (Government Corruption)": 0.0801\n+        },\n+        {\n+         "Country": "Syria",\n+         "Dystopia Residual": 0.32858,\n+         "Economy (GDP per Capita)": 0.6632,\n+         "Family": 0.47489,\n+         "Freedom": 0.15684,\n+         "Generosity": 0.47179,\n+         "Happiness Rank": 156,\n+         "Happiness Score": 3.006,\n+         "Health (Life Expectancy)": 0.72193,\n+         "Region": "Middle East and Northern Africa",\n+         "Standard Error": 0.05015,\n+         "Trust (Government Corruption)": 0.18906\n+        },\n+        {\n+         "Country": "Burundi",\n+         "Dystopia Residual": 1.83302,\n+         "Economy (GDP per Capita)": 0.0153,\n+         "Family": 0.41587,\n+         "Freedom": 0.1185,\n+         "Generosity": 0.19727,\n+         "Happiness Rank": 157,\n+         "Happiness Score": 2.905,\n+         "Health (Life Expectancy)": 0.22396,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.08658,\n+         "Trust (Government Corruption)": 0.10062\n+        },\n+        {\n+         "Country": "Togo",\n+         "Dystopia Residual": 1.56726,\n+         "Economy (GDP per Capita)": 0.20868,\n+         "Family": 0.13995,\n+         "Freedom": 0.36453,\n+         "Generosity": 0.16681,\n+         "Happiness Rank": 158,\n+         "Happiness Score": 2.839,\n+         "Health (Life Expectancy)": 0.28443,\n+         "Region": "Sub-Saharan Africa",\n+         "Standard Error": 0.06727,\n+         "Trust (Government Corruption)": 0.10731\n         }\n        ],\n        "schema": {\n         "fields": [\n-         {\n-          "name": "index",\n-          "type": "integer"\n-         },\n          {\n           "name": "Country",\n           "type": "string"\n@@ -453,30 +4841,29 @@\n         ],\n         "pandas_version": "0.20.0",\n         "primaryKey": [\n-         "index"\n+         "Country"\n         ]\n        }\n       },\n       "text/html": [\n        "<div>\\n",\n-       "<style scoped>\\n",\n-       "    .dataframe tbody tr th:only-of-type {\\n",\n-       "        vertical-align: middle;\\n",\n+       "<style>\\n",\n+       "    .dataframe thead 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</tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Country</th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "      <th></th>\\n",\n+       "    </tr>\\n",\n        "  </thead>\\n",\n        "  <tbody>\\n",\n        "    <tr>\\n",\n-       "      <th>11</th>\\n",\n-       "      <td>Costa Rica</td>\\n",\n+       "      <th>Switzerland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>1</td>\\n",\n+       "      <td>7.587</td>\\n",\n+       "      <td>0.03411</td>\\n",\n+       "      <td>1.39651</td>\\n",\n+       "      <td>1.34951</td>\\n",\n+       "      <td>0.94143</td>\\n",\n+       "      <td>0.66557</td>\\n",\n+       "      <td>0.41978</td>\\n",\n+       "      <td>0.29678</td>\\n",\n+       "      <td>2.51738</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Iceland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>2</td>\\n",\n+       "      <td>7.561</td>\\n",\n+       "      <td>0.04884</td>\\n",\n+       "      <td>1.30232</td>\\n",\n+       "      <td>1.40223</td>\\n",\n+       "      <td>0.94784</td>\\n",\n+       "      <td>0.62877</td>\\n",\n+       "      <td>0.14145</td>\\n",\n+       "      <td>0.43630</td>\\n",\n+       "      <td>2.70201</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Denmark</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>3</td>\\n",\n+       "      <td>7.527</td>\\n",\n+       "      <td>0.03328</td>\\n",\n+       "      <td>1.32548</td>\\n",\n+       "      <td>1.36058</td>\\n",\n+       "      <td>0.87464</td>\\n",\n+       "      <td>0.64938</td>\\n",\n+       "      <td>0.48357</td>\\n",\n+       "      <td>0.34139</td>\\n",\n+       "      <td>2.49204</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Norway</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>4</td>\\n",\n+       "      <td>7.522</td>\\n",\n+       "      <td>0.03880</td>\\n",\n+       "      <td>1.45900</td>\\n",\n+       "      <td>1.33095</td>\\n",\n+       "      <td>0.88521</td>\\n",\n+       "      <td>0.66973</td>\\n",\n+       "      <td>0.36503</td>\\n",\n+       "      <td>0.34699</td>\\n",\n+       "      <td>2.46531</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Canada</th>\\n",\n+       "      <td>North America</td>\\n",\n+       "      <td>5</td>\\n",\n+       "      <td>7.427</td>\\n",\n+       "      <td>0.03553</td>\\n",\n+       "      <td>1.32629</td>\\n",\n+       "      <td>1.32261</td>\\n",\n+       "      <td>0.90563</td>\\n",\n+       "      <td>0.63297</td>\\n",\n+       "      <td>0.32957</td>\\n",\n+       "      <td>0.45811</td>\\n",\n+       "      <td>2.45176</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Finland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>6</td>\\n",\n+       "      <td>7.406</td>\\n",\n+       "      <td>0.03140</td>\\n",\n+       "      <td>1.29025</td>\\n",\n+       "      <td>1.31826</td>\\n",\n+       "      <td>0.88911</td>\\n",\n+       "      <td>0.64169</td>\\n",\n+       "      <td>0.41372</td>\\n",\n+       "      <td>0.23351</td>\\n",\n+       "      <td>2.61955</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Netherlands</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>7</td>\\n",\n+       "      <td>7.378</td>\\n",\n+       "      <td>0.02799</td>\\n",\n+       "      <td>1.32944</td>\\n",\n+       "      <td>1.28017</td>\\n",\n+       "      <td>0.89284</td>\\n",\n+       "      <td>0.61576</td>\\n",\n+       "      <td>0.31814</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>2.46570</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sweden</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>8</td>\\n",\n+       "      <td>7.364</td>\\n",\n+       "      <td>0.03157</td>\\n",\n+       "      <td>1.33171</td>\\n",\n+       "      <td>1.28907</td>\\n",\n+       "      <td>0.91087</td>\\n",\n+       "      <td>0.65980</td>\\n",\n+       "      <td>0.43844</td>\\n",\n+       "      <td>0.36262</td>\\n",\n+       "      <td>2.37119</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>New Zealand</th>\\n",\n+       "      <td>Australia and New Zealand</td>\\n",\n+       "      <td>9</td>\\n",\n+       "      <td>7.286</td>\\n",\n+       "      <td>0.03371</td>\\n",\n+       "      <td>1.25018</td>\\n",\n+       "      <td>1.31967</td>\\n",\n+       "      <td>0.90837</td>\\n",\n+       "      <td>0.63938</td>\\n",\n+       "      <td>0.42922</td>\\n",\n+       "      <td>0.47501</td>\\n",\n+       "      <td>2.26425</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Australia</th>\\n",\n+       "      <td>Australia and New Zealand</td>\\n",\n+       "      <td>10</td>\\n",\n+       "      <td>7.284</td>\\n",\n+       "      <td>0.04083</td>\\n",\n+       "      <td>1.33358</td>\\n",\n+       "      <td>1.30923</td>\\n",\n+       "      <td>0.93156</td>\\n",\n+       "      <td>0.65124</td>\\n",\n+       "      <td>0.35637</td>\\n",\n+       "      <td>0.43562</td>\\n",\n+       "      <td>2.26646</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Israel</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>11</td>\\n",\n+       "      <td>7.278</td>\\n",\n+       "      <td>0.03470</td>\\n",\n+       "      <td>1.22857</td>\\n",\n+       "      <td>1.22393</td>\\n",\n+       "      <td>0.91387</td>\\n",\n+       "      <td>0.41319</td>\\n",\n+       "      <td>0.07785</td>\\n",\n+       "      <td>0.33172</td>\\n",\n+       "      <td>3.08854</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Costa Rica</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>12</td>\\n",\n        "      <td>7.226</td>\\n",\n@@ -507,8 +5061,21 @@\n        "      <td>3.17728</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>13</th>\\n",\n-       "      <td>Mexico</td>\\n",\n+       "      <th>Austria</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>13</td>\\n",\n+       "      <td>7.200</td>\\n",\n+       "      <td>0.03751</td>\\n",\n+       "      <td>1.33723</td>\\n",\n+       "      <td>1.29704</td>\\n",\n+       "      <td>0.89042</td>\\n",\n+       "      <td>0.62433</td>\\n",\n+       "      <td>0.18676</td>\\n",\n+       "      <td>0.33088</td>\\n",\n+       "      <td>2.53320</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mexico</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>14</td>\\n",\n        "      <td>7.187</td>\\n",\n@@ -522,8 +5089,21 @@\n        "      <td>3.60214</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>15</th>\\n",\n-       "      <td>Brazil</td>\\n",\n+       "      <th>United States</th>\\n",\n+       "      <td>North America</td>\\n",\n+       "      <td>15</td>\\n",\n+       "      <td>7.119</td>\\n",\n+       "      <td>0.03839</td>\\n",\n+       "      <td>1.39451</td>\\n",\n+       "      <td>1.24711</td>\\n",\n+       "      <td>0.86179</td>\\n",\n+       "      <td>0.54604</td>\\n",\n+       "      <td>0.15890</td>\\n",\n+       "      <td>0.40105</td>\\n",\n+       "      <td>2.51011</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Brazil</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>16</td>\\n",\n        "      <td>6.983</td>\\n",\n@@ -537,8 +5117,91 @@\n        "      <td>3.26001</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>22</th>\\n",\n-       "      <td>Venezuela</td>\\n",\n+       "      <th>Luxembourg</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>17</td>\\n",\n+       "      <td>6.946</td>\\n",\n+       "      <td>0.03499</td>\\n",\n+       "      <td>1.56391</td>\\n",\n+       "      <td>1.21963</td>\\n",\n+       "      <td>0.91894</td>\\n",\n+       "      <td>0.61583</td>\\n",\n+       "      <td>0.37798</td>\\n",\n+       "      <td>0.28034</td>\\n",\n+       "      <td>1.96961</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ireland</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>18</td>\\n",\n+       "      <td>6.940</td>\\n",\n+       "      <td>0.03676</td>\\n",\n+       "      <td>1.33596</td>\\n",\n+       "      <td>1.36948</td>\\n",\n+       "      <td>0.89533</td>\\n",\n+       "      <td>0.61777</td>\\n",\n+       "      <td>0.28703</td>\\n",\n+       "      <td>0.45901</td>\\n",\n+       "      <td>1.97570</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Belgium</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>19</td>\\n",\n+       "      <td>6.937</td>\\n",\n+       "      <td>0.03595</td>\\n",\n+       "      <td>1.30782</td>\\n",\n+       "      <td>1.28566</td>\\n",\n+       "      <td>0.89667</td>\\n",\n+       "      <td>0.58450</td>\\n",\n+       "      <td>0.22540</td>\\n",\n+       "      <td>0.22250</td>\\n",\n+       "      <td>2.41484</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>United Arab Emirates</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>20</td>\\n",\n+       "      <td>6.901</td>\\n",\n+       "      <td>0.03729</td>\\n",\n+       "      <td>1.42727</td>\\n",\n+       "      <td>1.12575</td>\\n",\n+       "      <td>0.80925</td>\\n",\n+       "      <td>0.64157</td>\\n",\n+       "      <td>0.38583</td>\\n",\n+       "      <td>0.26428</td>\\n",\n+       "      <td>2.24743</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>United Kingdom</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>21</td>\\n",\n+       "      <td>6.867</td>\\n",\n+       "      <td>0.01866</td>\\n",\n+       "      <td>1.26637</td>\\n",\n+       "      <td>1.28548</td>\\n",\n+       "      <td>0.90943</td>\\n",\n+       "      <td>0.59625</td>\\n",\n+       "      <td>0.32067</td>\\n",\n+       "      <td>0.51912</td>\\n",\n+       "      <td>1.96994</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Oman</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>22</td>\\n",\n+       "      <td>6.853</td>\\n",\n+       "      <td>0.05335</td>\\n",\n+       "      <td>1.36011</td>\\n",\n+       "      <td>1.08182</td>\\n",\n+       "      <td>0.76276</td>\\n",\n+       "      <td>0.63274</td>\\n",\n+       "      <td>0.32524</td>\\n",\n+       "      <td>0.21542</td>\\n",\n+       "      <td>2.47489</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Venezuela</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>23</td>\\n",\n        "      <td>6.810</td>\\n",\n@@ -552,8 +5215,21 @@\n        "      <td>3.19131</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>24</th>\\n",\n-       "      <td>Panama</td>\\n",\n+       "      <th>Singapore</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>24</td>\\n",\n+       "      <td>6.798</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>1.52186</td>\\n",\n+       "      <td>1.02000</td>\\n",\n+       "      <td>1.02525</td>\\n",\n+       "      <td>0.54252</td>\\n",\n+       "      <td>0.49210</td>\\n",\n+       "      <td>0.31105</td>\\n",\n+       "      <td>1.88501</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Panama</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>25</td>\\n",\n        "      <td>6.786</td>\\n",\n@@ -567,8 +5243,21 @@\n        "      <td>2.84848</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>26</th>\\n",\n-       "      <td>Chile</td>\\n",\n+       "      <th>Germany</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>26</td>\\n",\n+       "      <td>6.750</td>\\n",\n+       "      <td>0.01848</td>\\n",\n+       "      <td>1.32792</td>\\n",\n+       "      <td>1.29937</td>\\n",\n+       "      <td>0.89186</td>\\n",\n+       "      <td>0.61477</td>\\n",\n+       "      <td>0.21843</td>\\n",\n+       "      <td>0.28214</td>\\n",\n+       "      <td>2.11569</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chile</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>27</td>\\n",\n        "      <td>6.670</td>\\n",\n@@ -582,8 +5271,35 @@\n        "      <td>2.67585</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>29</th>\\n",\n-       "      <td>Argentina</td>\\n",\n+       "      <th>Qatar</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>28</td>\\n",\n+       "      <td>6.611</td>\\n",\n+       "      <td>0.06257</td>\\n",\n+       "      <td>1.69042</td>\\n",\n+       "      <td>1.07860</td>\\n",\n+       "      <td>0.79733</td>\\n",\n+       "      <td>0.64040</td>\\n",\n+       "      <td>0.52208</td>\\n",\n+       "      <td>0.32573</td>\\n",\n+       "      <td>1.55674</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>France</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>29</td>\\n",\n+       "      <td>6.575</td>\\n",\n+       "      <td>0.03512</td>\\n",\n+       "      <td>1.27778</td>\\n",\n+       "      <td>1.26038</td>\\n",\n+       "      <td>0.94579</td>\\n",\n+       "      <td>0.55011</td>\\n",\n+       "      <td>0.20646</td>\\n",\n+       "      <td>0.12332</td>\\n",\n+       "      <td>2.21126</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Argentina</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>30</td>\\n",\n        "      <td>6.574</td>\\n",\n@@ -597,8 +5313,21 @@\n        "      <td>2.83600</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>31</th>\\n",\n-       "      <td>Uruguay</td>\\n",\n+       "      <th>Czech Republic</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>31</td>\\n",\n+       "      <td>6.505</td>\\n",\n+       "      <td>0.04168</td>\\n",\n+       "      <td>1.17898</td>\\n",\n+       "      <td>1.20643</td>\\n",\n+       "      <td>0.84483</td>\\n",\n+       "      <td>0.46364</td>\\n",\n+       "      <td>0.02652</td>\\n",\n+       "      <td>0.10686</td>\\n",\n+       "      <td>2.67782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uruguay</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>32</td>\\n",\n        "      <td>6.485</td>\\n",\n@@ -612,8 +5341,7 @@\n        "      <td>2.32142</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>32</th>\\n",\n-       "      <td>Colombia</td>\\n",\n+       "      <th>Colombia</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>33</td>\\n",\n        "      <td>6.477</td>\\n",\n@@ -627,8 +5355,91 @@\n        "      <td>2.85737</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>39</th>\\n",\n-       "      <td>Suriname</td>\\n",\n+       "      <th>Thailand</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>34</td>\\n",\n+       "      <td>6.455</td>\\n",\n+       "      <td>0.03557</td>\\n",\n+       "      <td>0.96690</td>\\n",\n+       "      <td>1.26504</td>\\n",\n+       "      <td>0.73850</td>\\n",\n+       "      <td>0.55664</td>\\n",\n+       "      <td>0.03187</td>\\n",\n+       "      <td>0.57630</td>\\n",\n+       "      <td>2.31945</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Saudi Arabia</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>35</td>\\n",\n+       "      <td>6.411</td>\\n",\n+       "      <td>0.04633</td>\\n",\n+       "      <td>1.39541</td>\\n",\n+       "      <td>1.08393</td>\\n",\n+       "      <td>0.72025</td>\\n",\n+       "      <td>0.31048</td>\\n",\n+       "      <td>0.32524</td>\\n",\n+       "      <td>0.13706</td>\\n",\n+       "      <td>2.43872</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Spain</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>36</td>\\n",\n+       "      <td>6.329</td>\\n",\n+       "      <td>0.03468</td>\\n",\n+       "      <td>1.23011</td>\\n",\n+       "      <td>1.31379</td>\\n",\n+       "      <td>0.95562</td>\\n",\n+       "      <td>0.45951</td>\\n",\n+       "      <td>0.06398</td>\\n",\n+       "      <td>0.18227</td>\\n",\n+       "      <td>2.12367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malta</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>37</td>\\n",\n+       "      <td>6.302</td>\\n",\n+       "      <td>0.04206</td>\\n",\n+       "      <td>1.20740</td>\\n",\n+       "      <td>1.30203</td>\\n",\n+       "      <td>0.88721</td>\\n",\n+       "      <td>0.60365</td>\\n",\n+       "      <td>0.13586</td>\\n",\n+       "      <td>0.51752</td>\\n",\n+       "      <td>1.64880</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Taiwan</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>38</td>\\n",\n+       "      <td>6.298</td>\\n",\n+       "      <td>0.03868</td>\\n",\n+       "      <td>1.29098</td>\\n",\n+       "      <td>1.07617</td>\\n",\n+       "      <td>0.87530</td>\\n",\n+       "      <td>0.39740</td>\\n",\n+       "      <td>0.08129</td>\\n",\n+       "      <td>0.25376</td>\\n",\n+       "      <td>2.32323</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kuwait</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>39</td>\\n",\n+       "      <td>6.295</td>\\n",\n+       "      <td>0.04456</td>\\n",\n+       "      <td>1.55422</td>\\n",\n+       "      <td>1.16594</td>\\n",\n+       "      <td>0.72492</td>\\n",\n+       "      <td>0.55499</td>\\n",\n+       "      <td>0.25609</td>\\n",\n+       "      <td>0.16228</td>\\n",\n+       "      <td>1.87634</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Suriname</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>40</td>\\n",\n        "      <td>6.269</td>\\n",\n@@ -642,8 +5453,7 @@\n        "      <td>2.79094</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>40</th>\\n",\n-       "      <td>Trinidad and Tobago</td>\\n",\n+       "      <th>Trinidad and Tobago</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>41</td>\\n",\n        "      <td>6.168</td>\\n",\n@@ -657,8 +5467,7 @@\n        "      <td>2.26882</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>41</th>\\n",\n-       "      <td>El Salvador</td>\\n",\n+       "      <th>El Salvador</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>42</td>\\n",\n        "      <td>6.130</td>\\n",\n@@ -672,8 +5481,7 @@\n        "      <td>3.03500</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>42</th>\\n",\n-       "      <td>Guatemala</td>\\n",\n+       "      <th>Guatemala</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>43</td>\\n",\n        "      <td>6.123</td>\\n",\n@@ -687,8 +5495,63 @@\n        "      <td>2.74255</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>47</th>\\n",\n-       "      <td>Ecuador</td>\\n",\n+       "      <th>Uzbekistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>44</td>\\n",\n+       "      <td>6.003</td>\\n",\n+       "      <td>0.04361</td>\\n",\n+       "      <td>0.63244</td>\\n",\n+       "      <td>1.34043</td>\\n",\n+       "      <td>0.59772</td>\\n",\n+       "      <td>0.65821</td>\\n",\n+       "      <td>0.30826</td>\\n",\n+       "      <td>0.22837</td>\\n",\n+       "      <td>2.23741</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovakia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>45</td>\\n",\n+       "      <td>5.995</td>\\n",\n+       "      <td>0.04267</td>\\n",\n+       "      <td>1.16891</td>\\n",\n+       "      <td>1.26999</td>\\n",\n+       "      <td>0.78902</td>\\n",\n+       "      <td>0.31751</td>\\n",\n+       "      <td>0.03431</td>\\n",\n+       "      <td>0.16893</td>\\n",\n+       "      <td>2.24639</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Japan</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>46</td>\\n",\n+       "      <td>5.987</td>\\n",\n+       "      <td>0.03581</td>\\n",\n+       "      <td>1.27074</td>\\n",\n+       "      <td>1.25712</td>\\n",\n+       "      <td>0.99111</td>\\n",\n+       "      <td>0.49615</td>\\n",\n+       "      <td>0.18060</td>\\n",\n+       "      <td>0.10705</td>\\n",\n+       "      <td>1.68435</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Korea</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>47</td>\\n",\n+       "      <td>5.984</td>\\n",\n+       "      <td>0.04098</td>\\n",\n+       "      <td>1.24461</td>\\n",\n+       "      <td>0.95774</td>\\n",\n+       "      <td>0.96538</td>\\n",\n+       "      <td>0.33208</td>\\n",\n+       "      <td>0.07857</td>\\n",\n+       "      <td>0.18557</td>\\n",\n+       "      <td>2.21978</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ecuador</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>48</td>\\n",\n        "      <td>5.975</td>\\n",\n@@ -702,8 +5565,35 @@\n        "      <td>2.53942</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>50</th>\\n",\n-       "      <td>Bolivia</td>\\n",\n+       "      <th>Bahrain</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>49</td>\\n",\n+       "      <td>5.960</td>\\n",\n+       "      <td>0.05412</td>\\n",\n+       "      <td>1.32376</td>\\n",\n+       "      <td>1.21624</td>\\n",\n+       "      <td>0.74716</td>\\n",\n+       "      <td>0.45492</td>\\n",\n+       "      <td>0.30600</td>\\n",\n+       "      <td>0.17362</td>\\n",\n+       "      <td>1.73797</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Italy</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>50</td>\\n",\n+       "      <td>5.948</td>\\n",\n+       "      <td>0.03914</td>\\n",\n+       "      <td>1.25114</td>\\n",\n+       "      <td>1.19777</td>\\n",\n+       "      <td>0.95446</td>\\n",\n+       "      <td>0.26236</td>\\n",\n+       "      <td>0.02901</td>\\n",\n+       "      <td>0.22823</td>\\n",\n+       "      <td>2.02518</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bolivia</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>51</td>\\n",\n        "      <td>5.890</td>\\n",\n@@ -717,8 +5607,21 @@\n        "      <td>2.82334</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>52</th>\\n",\n-       "      <td>Paraguay</td>\\n",\n+       "      <th>Moldova</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>52</td>\\n",\n+       "      <td>5.889</td>\\n",\n+       "      <td>0.03799</td>\\n",\n+       "      <td>0.59448</td>\\n",\n+       "      <td>1.01528</td>\\n",\n+       "      <td>0.61826</td>\\n",\n+       "      <td>0.32818</td>\\n",\n+       "      <td>0.01615</td>\\n",\n+       "      <td>0.20951</td>\\n",\n+       "      <td>3.10712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Paraguay</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>53</td>\\n",\n        "      <td>5.878</td>\\n",\n@@ -732,8 +5635,49 @@\n        "      <td>2.18896</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>56</th>\\n",\n-       "      <td>Nicaragua</td>\\n",\n+       "      <th>Kazakhstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>54</td>\\n",\n+       "      <td>5.855</td>\\n",\n+       "      <td>0.04114</td>\\n",\n+       "      <td>1.12254</td>\\n",\n+       "      <td>1.12241</td>\\n",\n+       "      <td>0.64368</td>\\n",\n+       "      <td>0.51649</td>\\n",\n+       "      <td>0.08454</td>\\n",\n+       "      <td>0.11827</td>\\n",\n+       "      <td>2.24729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Slovenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>55</td>\\n",\n+       "      <td>5.848</td>\\n",\n+       "      <td>0.04251</td>\\n",\n+       "      <td>1.18498</td>\\n",\n+       "      <td>1.27385</td>\\n",\n+       "      <td>0.87337</td>\\n",\n+       "      <td>0.60855</td>\\n",\n+       "      <td>0.03787</td>\\n",\n+       "      <td>0.25328</td>\\n",\n+       "      <td>1.61583</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lithuania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>56</td>\\n",\n+       "      <td>5.833</td>\\n",\n+       "      <td>0.03843</td>\\n",\n+       "      <td>1.14723</td>\\n",\n+       "      <td>1.25745</td>\\n",\n+       "      <td>0.73128</td>\\n",\n+       "      <td>0.21342</td>\\n",\n+       "      <td>0.01031</td>\\n",\n+       "      <td>0.02641</td>\\n",\n+       "      <td>2.44649</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nicaragua</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>57</td>\\n",\n        "      <td>5.828</td>\\n",\n@@ -747,8 +5691,7 @@\n        "      <td>2.32407</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>57</th>\\n",\n-       "      <td>Peru</td>\\n",\n+       "      <th>Peru</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>58</td>\\n",\n        "      <td>5.824</td>\\n",\n@@ -762,8 +5705,91 @@\n        "      <td>2.59450</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>64</th>\\n",\n-       "      <td>Jamaica</td>\\n",\n+       "      <th>Belarus</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>59</td>\\n",\n+       "      <td>5.813</td>\\n",\n+       "      <td>0.03938</td>\\n",\n+       "      <td>1.03192</td>\\n",\n+       "      <td>1.23289</td>\\n",\n+       "      <td>0.73608</td>\\n",\n+       "      <td>0.37938</td>\\n",\n+       "      <td>0.19090</td>\\n",\n+       "      <td>0.11046</td>\\n",\n+       "      <td>2.13090</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Poland</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>60</td>\\n",\n+       "      <td>5.791</td>\\n",\n+       "      <td>0.04263</td>\\n",\n+       "      <td>1.12555</td>\\n",\n+       "      <td>1.27948</td>\\n",\n+       "      <td>0.77903</td>\\n",\n+       "      <td>0.53122</td>\\n",\n+       "      <td>0.04212</td>\\n",\n+       "      <td>0.16759</td>\\n",\n+       "      <td>1.86565</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malaysia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>61</td>\\n",\n+       "      <td>5.770</td>\\n",\n+       "      <td>0.04330</td>\\n",\n+       "      <td>1.12486</td>\\n",\n+       "      <td>1.07023</td>\\n",\n+       "      <td>0.72394</td>\\n",\n+       "      <td>0.53024</td>\\n",\n+       "      <td>0.10501</td>\\n",\n+       "      <td>0.33075</td>\\n",\n+       "      <td>1.88541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Croatia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>62</td>\\n",\n+       "      <td>5.759</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>1.08254</td>\\n",\n+       "      <td>0.79624</td>\\n",\n+       "      <td>0.78805</td>\\n",\n+       "      <td>0.25883</td>\\n",\n+       "      <td>0.02430</td>\\n",\n+       "      <td>0.05444</td>\\n",\n+       "      <td>2.75414</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Libya</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>63</td>\\n",\n+       "      <td>5.754</td>\\n",\n+       "      <td>0.07832</td>\\n",\n+       "      <td>1.13145</td>\\n",\n+       "      <td>1.11862</td>\\n",\n+       "      <td>0.70380</td>\\n",\n+       "      <td>0.41668</td>\\n",\n+       "      <td>0.11023</td>\\n",\n+       "      <td>0.18295</td>\\n",\n+       "      <td>2.09066</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Russia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>64</td>\\n",\n+       "      <td>5.716</td>\\n",\n+       "      <td>0.03135</td>\\n",\n+       "      <td>1.13764</td>\\n",\n+       "      <td>1.23617</td>\\n",\n+       "      <td>0.66926</td>\\n",\n+       "      <td>0.36679</td>\\n",\n+       "      <td>0.03005</td>\\n",\n+       "      <td>0.00199</td>\\n",\n+       "      <td>2.27394</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Jamaica</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>65</td>\\n",\n        "      <td>5.709</td>\\n",\n@@ -777,8 +5803,455 @@\n        "      <td>2.32038</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>97</th>\\n",\n-       "      <td>Dominican Republic</td>\\n",\n+       "      <th>North Cyprus</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>66</td>\\n",\n+       "      <td>5.695</td>\\n",\n+       "      <td>0.05635</td>\\n",\n+       "      <td>1.20806</td>\\n",\n+       "      <td>1.07008</td>\\n",\n+       "      <td>0.92356</td>\\n",\n+       "      <td>0.49027</td>\\n",\n+       "      <td>0.14280</td>\\n",\n+       "      <td>0.26169</td>\\n",\n+       "      <td>1.59888</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cyprus</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>67</td>\\n",\n+       "      <td>5.689</td>\\n",\n+       "      <td>0.05580</td>\\n",\n+       "      <td>1.20813</td>\\n",\n+       "      <td>0.89318</td>\\n",\n+       "      <td>0.92356</td>\\n",\n+       "      <td>0.40672</td>\\n",\n+       "      <td>0.06146</td>\\n",\n+       "      <td>0.30638</td>\\n",\n+       "      <td>1.88931</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Algeria</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>68</td>\\n",\n+       "      <td>5.605</td>\\n",\n+       "      <td>0.05099</td>\\n",\n+       "      <td>0.93929</td>\\n",\n+       "      <td>1.07772</td>\\n",\n+       "      <td>0.61766</td>\\n",\n+       "      <td>0.28579</td>\\n",\n+       "      <td>0.17383</td>\\n",\n+       "      <td>0.07822</td>\\n",\n+       "      <td>2.43209</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kosovo</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>69</td>\\n",\n+       "      <td>5.589</td>\\n",\n+       "      <td>0.05018</td>\\n",\n+       "      <td>0.80148</td>\\n",\n+       "      <td>0.81198</td>\\n",\n+       "      <td>0.63132</td>\\n",\n+       "      <td>0.24749</td>\\n",\n+       "      <td>0.04741</td>\\n",\n+       "      <td>0.28310</td>\\n",\n+       "      <td>2.76579</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkmenistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>70</td>\\n",\n+       "      <td>5.548</td>\\n",\n+       "      <td>0.04175</td>\\n",\n+       "      <td>0.95847</td>\\n",\n+       "      <td>1.22668</td>\\n",\n+       "      <td>0.53886</td>\\n",\n+       "      <td>0.47610</td>\\n",\n+       "      <td>0.30844</td>\\n",\n+       "      <td>0.16979</td>\\n",\n+       "      <td>1.86984</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritius</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>71</td>\\n",\n+       "      <td>5.477</td>\\n",\n+       "      <td>0.07197</td>\\n",\n+       "      <td>1.00761</td>\\n",\n+       "      <td>0.98521</td>\\n",\n+       "      <td>0.70950</td>\\n",\n+       "      <td>0.56066</td>\\n",\n+       "      <td>0.07521</td>\\n",\n+       "      <td>0.37744</td>\\n",\n+       "      <td>1.76145</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hong Kong</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>72</td>\\n",\n+       "      <td>5.474</td>\\n",\n+       "      <td>0.05051</td>\\n",\n+       "      <td>1.38604</td>\\n",\n+       "      <td>1.05818</td>\\n",\n+       "      <td>1.01328</td>\\n",\n+       "      <td>0.59608</td>\\n",\n+       "      <td>0.37124</td>\\n",\n+       "      <td>0.39478</td>\\n",\n+       "      <td>0.65429</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Estonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>73</td>\\n",\n+       "      <td>5.429</td>\\n",\n+       "      <td>0.04013</td>\\n",\n+       "      <td>1.15174</td>\\n",\n+       "      <td>1.22791</td>\\n",\n+       "      <td>0.77361</td>\\n",\n+       "      <td>0.44888</td>\\n",\n+       "      <td>0.15184</td>\\n",\n+       "      <td>0.08680</td>\\n",\n+       "      <td>1.58782</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Indonesia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>74</td>\\n",\n+       "      <td>5.399</td>\\n",\n+       "      <td>0.02596</td>\\n",\n+       "      <td>0.82827</td>\\n",\n+       "      <td>1.08708</td>\\n",\n+       "      <td>0.63793</td>\\n",\n+       "      <td>0.46611</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.51535</td>\\n",\n+       "      <td>1.86399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Vietnam</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>75</td>\\n",\n+       "      <td>5.360</td>\\n",\n+       "      <td>0.03107</td>\\n",\n+       "      <td>0.63216</td>\\n",\n+       "      <td>0.91226</td>\\n",\n+       "      <td>0.74676</td>\\n",\n+       "      <td>0.59444</td>\\n",\n+       "      <td>0.10441</td>\\n",\n+       "      <td>0.16860</td>\\n",\n+       "      <td>2.20173</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Turkey</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>76</td>\\n",\n+       "      <td>5.332</td>\\n",\n+       "      <td>0.03864</td>\\n",\n+       "      <td>1.06098</td>\\n",\n+       "      <td>0.94632</td>\\n",\n+       "      <td>0.73172</td>\\n",\n+       "      <td>0.22815</td>\\n",\n+       "      <td>0.15746</td>\\n",\n+       "      <td>0.12253</td>\\n",\n+       "      <td>2.08528</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kyrgyzstan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>77</td>\\n",\n+       "      <td>5.286</td>\\n",\n+       "      <td>0.03823</td>\\n",\n+       "      <td>0.47428</td>\\n",\n+       "      <td>1.15115</td>\\n",\n+       "      <td>0.65088</td>\\n",\n+       "      <td>0.43477</td>\\n",\n+       "      <td>0.04232</td>\\n",\n+       "      <td>0.30030</td>\\n",\n+       "      <td>2.23270</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nigeria</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>78</td>\\n",\n+       "      <td>5.268</td>\\n",\n+       "      <td>0.04192</td>\\n",\n+       "      <td>0.65435</td>\\n",\n+       "      <td>0.90432</td>\\n",\n+       "      <td>0.16007</td>\\n",\n+       "      <td>0.34334</td>\\n",\n+       "      <td>0.04030</td>\\n",\n+       "      <td>0.27233</td>\\n",\n+       "      <td>2.89319</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bhutan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>79</td>\\n",\n+       "      <td>5.253</td>\\n",\n+       "      <td>0.03225</td>\\n",\n+       "      <td>0.77042</td>\\n",\n+       "      <td>1.10395</td>\\n",\n+       "      <td>0.57407</td>\\n",\n+       "      <td>0.53206</td>\\n",\n+       "      <td>0.15445</td>\\n",\n+       "      <td>0.47998</td>\\n",\n+       "      <td>1.63794</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Azerbaijan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>80</td>\\n",\n+       "      <td>5.212</td>\\n",\n+       "      <td>0.03363</td>\\n",\n+       "      <td>1.02389</td>\\n",\n+       "      <td>0.93793</td>\\n",\n+       "      <td>0.64045</td>\\n",\n+       "      <td>0.37030</td>\\n",\n+       "      <td>0.16065</td>\\n",\n+       "      <td>0.07799</td>\\n",\n+       "      <td>2.00073</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Pakistan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>81</td>\\n",\n+       "      <td>5.194</td>\\n",\n+       "      <td>0.03726</td>\\n",\n+       "      <td>0.59543</td>\\n",\n+       "      <td>0.41411</td>\\n",\n+       "      <td>0.51466</td>\\n",\n+       "      <td>0.12102</td>\\n",\n+       "      <td>0.10464</td>\\n",\n+       "      <td>0.33671</td>\\n",\n+       "      <td>3.10709</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Jordan</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.04524</td>\\n",\n+       "      <td>0.90198</td>\\n",\n+       "      <td>1.05392</td>\\n",\n+       "      <td>0.69639</td>\\n",\n+       "      <td>0.40661</td>\\n",\n+       "      <td>0.14293</td>\\n",\n+       "      <td>0.11053</td>\\n",\n+       "      <td>1.87996</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Montenegro</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>82</td>\\n",\n+       "      <td>5.192</td>\\n",\n+       "      <td>0.05235</td>\\n",\n+       "      <td>0.97438</td>\\n",\n+       "      <td>0.90557</td>\\n",\n+       "      <td>0.72521</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>0.14296</td>\\n",\n+       "      <td>0.16140</td>\\n",\n+       "      <td>2.10017</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>China</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>84</td>\\n",\n+       "      <td>5.140</td>\\n",\n+       "      <td>0.02424</td>\\n",\n+       "      <td>0.89012</td>\\n",\n+       "      <td>0.94675</td>\\n",\n+       "      <td>0.81658</td>\\n",\n+       "      <td>0.51697</td>\\n",\n+       "      <td>0.02781</td>\\n",\n+       "      <td>0.08185</td>\\n",\n+       "      <td>1.86040</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zambia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>85</td>\\n",\n+       "      <td>5.129</td>\\n",\n+       "      <td>0.06988</td>\\n",\n+       "      <td>0.47038</td>\\n",\n+       "      <td>0.91612</td>\\n",\n+       "      <td>0.29924</td>\\n",\n+       "      <td>0.48827</td>\\n",\n+       "      <td>0.12468</td>\\n",\n+       "      <td>0.19591</td>\\n",\n+       "      <td>2.63430</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Romania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>86</td>\\n",\n+       "      <td>5.124</td>\\n",\n+       "      <td>0.06607</td>\\n",\n+       "      <td>1.04345</td>\\n",\n+       "      <td>0.88588</td>\\n",\n+       "      <td>0.76890</td>\\n",\n+       "      <td>0.35068</td>\\n",\n+       "      <td>0.00649</td>\\n",\n+       "      <td>0.13748</td>\\n",\n+       "      <td>1.93129</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Serbia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>87</td>\\n",\n+       "      <td>5.123</td>\\n",\n+       "      <td>0.04864</td>\\n",\n+       "      <td>0.92053</td>\\n",\n+       "      <td>1.00964</td>\\n",\n+       "      <td>0.74836</td>\\n",\n+       "      <td>0.20107</td>\\n",\n+       "      <td>0.02617</td>\\n",\n+       "      <td>0.19231</td>\\n",\n+       "      <td>2.02500</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Portugal</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>88</td>\\n",\n+       "      <td>5.102</td>\\n",\n+       "      <td>0.04802</td>\\n",\n+       "      <td>1.15991</td>\\n",\n+       "      <td>1.13935</td>\\n",\n+       "      <td>0.87519</td>\\n",\n+       "      <td>0.51469</td>\\n",\n+       "      <td>0.01078</td>\\n",\n+       "      <td>0.13719</td>\\n",\n+       "      <td>1.26462</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Latvia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>89</td>\\n",\n+       "      <td>5.098</td>\\n",\n+       "      <td>0.04640</td>\\n",\n+       "      <td>1.11312</td>\\n",\n+       "      <td>1.09562</td>\\n",\n+       "      <td>0.72437</td>\\n",\n+       "      <td>0.29671</td>\\n",\n+       "      <td>0.06332</td>\\n",\n+       "      <td>0.18226</td>\\n",\n+       "      <td>1.62215</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Philippines</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>90</td>\\n",\n+       "      <td>5.073</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.70532</td>\\n",\n+       "      <td>1.03516</td>\\n",\n+       "      <td>0.58114</td>\\n",\n+       "      <td>0.62545</td>\\n",\n+       "      <td>0.12279</td>\\n",\n+       "      <td>0.24991</td>\\n",\n+       "      <td>1.75360</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Somaliland region</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>91</td>\\n",\n+       "      <td>5.057</td>\\n",\n+       "      <td>0.06161</td>\\n",\n+       "      <td>0.18847</td>\\n",\n+       "      <td>0.95152</td>\\n",\n+       "      <td>0.43873</td>\\n",\n+       "      <td>0.46582</td>\\n",\n+       "      <td>0.39928</td>\\n",\n+       "      <td>0.50318</td>\\n",\n+       "      <td>2.11032</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Morocco</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>92</td>\\n",\n+       "      <td>5.013</td>\\n",\n+       "      <td>0.03420</td>\\n",\n+       "      <td>0.73479</td>\\n",\n+       "      <td>0.64095</td>\\n",\n+       "      <td>0.60954</td>\\n",\n+       "      <td>0.41691</td>\\n",\n+       "      <td>0.08546</td>\\n",\n+       "      <td>0.07172</td>\\n",\n+       "      <td>2.45373</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Macedonia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>93</td>\\n",\n+       "      <td>5.007</td>\\n",\n+       "      <td>0.05376</td>\\n",\n+       "      <td>0.91851</td>\\n",\n+       "      <td>1.00232</td>\\n",\n+       "      <td>0.73545</td>\\n",\n+       "      <td>0.33457</td>\\n",\n+       "      <td>0.05327</td>\\n",\n+       "      <td>0.22359</td>\\n",\n+       "      <td>1.73933</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mozambique</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>94</td>\\n",\n+       "      <td>4.971</td>\\n",\n+       "      <td>0.07896</td>\\n",\n+       "      <td>0.08308</td>\\n",\n+       "      <td>1.02626</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>0.34037</td>\\n",\n+       "      <td>0.15603</td>\\n",\n+       "      <td>0.22269</td>\\n",\n+       "      <td>3.05137</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Albania</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>95</td>\\n",\n+       "      <td>4.959</td>\\n",\n+       "      <td>0.05013</td>\\n",\n+       "      <td>0.87867</td>\\n",\n+       "      <td>0.80434</td>\\n",\n+       "      <td>0.81325</td>\\n",\n+       "      <td>0.35733</td>\\n",\n+       "      <td>0.06413</td>\\n",\n+       "      <td>0.14272</td>\\n",\n+       "      <td>1.89894</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bosnia and Herzegovina</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>96</td>\\n",\n+       "      <td>4.949</td>\\n",\n+       "      <td>0.06913</td>\\n",\n+       "      <td>0.83223</td>\\n",\n+       "      <td>0.91916</td>\\n",\n+       "      <td>0.79081</td>\\n",\n+       "      <td>0.09245</td>\\n",\n+       "      <td>0.00227</td>\\n",\n+       "      <td>0.24808</td>\\n",\n+       "      <td>2.06367</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lesotho</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>97</td>\\n",\n+       "      <td>4.898</td>\\n",\n+       "      <td>0.09438</td>\\n",\n+       "      <td>0.37545</td>\\n",\n+       "      <td>1.04103</td>\\n",\n+       "      <td>0.07612</td>\\n",\n+       "      <td>0.31767</td>\\n",\n+       "      <td>0.12504</td>\\n",\n+       "      <td>0.16388</td>\\n",\n+       "      <td>2.79832</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Dominican Republic</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>98</td>\\n",\n        "      <td>4.885</td>\\n",\n@@ -792,8 +6265,91 @@\n        "      <td>1.21305</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>104</th>\\n",\n-       "      <td>Honduras</td>\\n",\n+       "      <th>Laos</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>99</td>\\n",\n+       "      <td>4.876</td>\\n",\n+       "      <td>0.06698</td>\\n",\n+       "      <td>0.59066</td>\\n",\n+       "      <td>0.73803</td>\\n",\n+       "      <td>0.54909</td>\\n",\n+       "      <td>0.59591</td>\\n",\n+       "      <td>0.24249</td>\\n",\n+       "      <td>0.42192</td>\\n",\n+       "      <td>1.73799</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mongolia</th>\\n",\n+       "      <td>Eastern Asia</td>\\n",\n+       "      <td>100</td>\\n",\n+       "      <td>4.874</td>\\n",\n+       "      <td>0.03313</td>\\n",\n+       "      <td>0.82819</td>\\n",\n+       "      <td>1.30060</td>\\n",\n+       "      <td>0.60268</td>\\n",\n+       "      <td>0.43626</td>\\n",\n+       "      <td>0.02666</td>\\n",\n+       "      <td>0.33230</td>\\n",\n+       "      <td>1.34759</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Swaziland</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>101</td>\\n",\n+       "      <td>4.867</td>\\n",\n+       "      <td>0.08742</td>\\n",\n+       "      <td>0.71206</td>\\n",\n+       "      <td>1.07284</td>\\n",\n+       "      <td>0.07566</td>\\n",\n+       "      <td>0.30658</td>\\n",\n+       "      <td>0.03060</td>\\n",\n+       "      <td>0.18259</td>\\n",\n+       "      <td>2.48676</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Greece</th>\\n",\n+       "      <td>Western Europe</td>\\n",\n+       "      <td>102</td>\\n",\n+       "      <td>4.857</td>\\n",\n+       "      <td>0.05062</td>\\n",\n+       "      <td>1.15406</td>\\n",\n+       "      <td>0.92933</td>\\n",\n+       "      <td>0.88213</td>\\n",\n+       "      <td>0.07699</td>\\n",\n+       "      <td>0.01397</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.80101</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Lebanon</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>103</td>\\n",\n+       "      <td>4.839</td>\\n",\n+       "      <td>0.04337</td>\\n",\n+       "      <td>1.02564</td>\\n",\n+       "      <td>0.80001</td>\\n",\n+       "      <td>0.83947</td>\\n",\n+       "      <td>0.33916</td>\\n",\n+       "      <td>0.04582</td>\\n",\n+       "      <td>0.21854</td>\\n",\n+       "      <td>1.57059</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Hungary</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>104</td>\\n",\n+       "      <td>4.800</td>\\n",\n+       "      <td>0.06107</td>\\n",\n+       "      <td>1.12094</td>\\n",\n+       "      <td>1.20215</td>\\n",\n+       "      <td>0.75905</td>\\n",\n+       "      <td>0.32112</td>\\n",\n+       "      <td>0.02758</td>\\n",\n+       "      <td>0.12800</td>\\n",\n+       "      <td>1.24074</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Honduras</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>105</td>\\n",\n        "      <td>4.788</td>\\n",\n@@ -807,8 +6363,189 @@\n        "      <td>1.84408</td>\\n",\n        "    </tr>\\n",\n        "    <tr>\\n",\n-       "      <th>118</th>\\n",\n-       "      <td>Haiti</td>\\n",\n+       "      <th>Tajikistan</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>106</td>\\n",\n+       "      <td>4.786</td>\\n",\n+       "      <td>0.03198</td>\\n",\n+       "      <td>0.39047</td>\\n",\n+       "      <td>0.85563</td>\\n",\n+       "      <td>0.57379</td>\\n",\n+       "      <td>0.47216</td>\\n",\n+       "      <td>0.15072</td>\\n",\n+       "      <td>0.22974</td>\\n",\n+       "      <td>2.11399</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tunisia</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>107</td>\\n",\n+       "      <td>4.739</td>\\n",\n+       "      <td>0.03589</td>\\n",\n+       "      <td>0.88113</td>\\n",\n+       "      <td>0.60429</td>\\n",\n+       "      <td>0.73793</td>\\n",\n+       "      <td>0.26268</td>\\n",\n+       "      <td>0.06358</td>\\n",\n+       "      <td>0.06431</td>\\n",\n+       "      <td>2.12466</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Palestinian Territories</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>108</td>\\n",\n+       "      <td>4.715</td>\\n",\n+       "      <td>0.04394</td>\\n",\n+       "      <td>0.59867</td>\\n",\n+       "      <td>0.92558</td>\\n",\n+       "      <td>0.66015</td>\\n",\n+       "      <td>0.24499</td>\\n",\n+       "      <td>0.12905</td>\\n",\n+       "      <td>0.11251</td>\\n",\n+       "      <td>2.04384</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bangladesh</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>109</td>\\n",\n+       "      <td>4.694</td>\\n",\n+       "      <td>0.03077</td>\\n",\n+       "      <td>0.39753</td>\\n",\n+       "      <td>0.43106</td>\\n",\n+       "      <td>0.60164</td>\\n",\n+       "      <td>0.40820</td>\\n",\n+       "      <td>0.12569</td>\\n",\n+       "      <td>0.21222</td>\\n",\n+       "      <td>2.51767</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Iran</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>110</td>\\n",\n+       "      <td>4.686</td>\\n",\n+       "      <td>0.04449</td>\\n",\n+       "      <td>1.00880</td>\\n",\n+       "      <td>0.54447</td>\\n",\n+       "      <td>0.69805</td>\\n",\n+       "      <td>0.30033</td>\\n",\n+       "      <td>0.05863</td>\\n",\n+       "      <td>0.38086</td>\\n",\n+       "      <td>1.69440</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ukraine</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>111</td>\\n",\n+       "      <td>4.681</td>\\n",\n+       "      <td>0.04412</td>\\n",\n+       "      <td>0.79907</td>\\n",\n+       "      <td>1.20278</td>\\n",\n+       "      <td>0.67390</td>\\n",\n+       "      <td>0.25123</td>\\n",\n+       "      <td>0.02961</td>\\n",\n+       "      <td>0.15275</td>\\n",\n+       "      <td>1.57140</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Iraq</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>112</td>\\n",\n+       "      <td>4.677</td>\\n",\n+       "      <td>0.05232</td>\\n",\n+       "      <td>0.98549</td>\\n",\n+       "      <td>0.81889</td>\\n",\n+       "      <td>0.60237</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.13788</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>1.95335</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>South Africa</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>113</td>\\n",\n+       "      <td>4.642</td>\\n",\n+       "      <td>0.04585</td>\\n",\n+       "      <td>0.92049</td>\\n",\n+       "      <td>1.18468</td>\\n",\n+       "      <td>0.27688</td>\\n",\n+       "      <td>0.33207</td>\\n",\n+       "      <td>0.08884</td>\\n",\n+       "      <td>0.11973</td>\\n",\n+       "      <td>1.71956</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ghana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>114</td>\\n",\n+       "      <td>4.633</td>\\n",\n+       "      <td>0.04742</td>\\n",\n+       "      <td>0.54558</td>\\n",\n+       "      <td>0.67954</td>\\n",\n+       "      <td>0.40132</td>\\n",\n+       "      <td>0.42342</td>\\n",\n+       "      <td>0.04355</td>\\n",\n+       "      <td>0.23087</td>\\n",\n+       "      <td>2.30919</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Zimbabwe</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>115</td>\\n",\n+       "      <td>4.610</td>\\n",\n+       "      <td>0.04290</td>\\n",\n+       "      <td>0.27100</td>\\n",\n+       "      <td>1.03276</td>\\n",\n+       "      <td>0.33475</td>\\n",\n+       "      <td>0.25861</td>\\n",\n+       "      <td>0.08079</td>\\n",\n+       "      <td>0.18987</td>\\n",\n+       "      <td>2.44191</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Liberia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>116</td>\\n",\n+       "      <td>4.571</td>\\n",\n+       "      <td>0.11068</td>\\n",\n+       "      <td>0.07120</td>\\n",\n+       "      <td>0.78968</td>\\n",\n+       "      <td>0.34201</td>\\n",\n+       "      <td>0.28531</td>\\n",\n+       "      <td>0.06232</td>\\n",\n+       "      <td>0.24362</td>\\n",\n+       "      <td>2.77729</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>India</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>117</td>\\n",\n+       "      <td>4.565</td>\\n",\n+       "      <td>0.02043</td>\\n",\n+       "      <td>0.64499</td>\\n",\n+       "      <td>0.38174</td>\\n",\n+       "      <td>0.51529</td>\\n",\n+       "      <td>0.39786</td>\\n",\n+       "      <td>0.08492</td>\\n",\n+       "      <td>0.26475</td>\\n",\n+       "      <td>2.27513</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sudan</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>118</td>\\n",\n+       "      <td>4.550</td>\\n",\n+       "      <td>0.06740</td>\\n",\n+       "      <td>0.52107</td>\\n",\n+       "      <td>1.01404</td>\\n",\n+       "      <td>0.36878</td>\\n",\n+       "      <td>0.10081</td>\\n",\n+       "      <td>0.14660</td>\\n",\n+       "      <td>0.19062</td>\\n",\n+       "      <td>2.20857</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Haiti</th>\\n",\n        "      <td>Latin America and Caribbean</td>\\n",\n        "      <td>119</td>\\n",\n        "      <td>4.518</td>\\n",\n@@ -821,117 +6558,1555 @@\n        "      <td>0.46187</td>\\n",\n        "      <td>2.24173</td>\\n",\n        "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Kinshasa)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>120</td>\\n",\n+       "      <td>4.517</td>\\n",\n+       "      <td>0.03680</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>1.00120</td>\\n",\n+       "      <td>0.09806</td>\\n",\n+       "      <td>0.22605</td>\\n",\n+       "      <td>0.07625</td>\\n",\n+       "      <td>0.24834</td>\\n",\n+       "      <td>2.86712</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Nepal</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>121</td>\\n",\n+       "      <td>4.514</td>\\n",\n+       "      <td>0.03607</td>\\n",\n+       "      <td>0.35997</td>\\n",\n+       "      <td>0.86449</td>\\n",\n+       "      <td>0.56874</td>\\n",\n+       "      <td>0.38282</td>\\n",\n+       "      <td>0.05907</td>\\n",\n+       "      <td>0.32296</td>\\n",\n+       "      <td>1.95637</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ethiopia</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>122</td>\\n",\n+       "      <td>4.512</td>\\n",\n+       "      <td>0.03780</td>\\n",\n+       "      <td>0.19073</td>\\n",\n+       "      <td>0.60406</td>\\n",\n+       "      <td>0.44055</td>\\n",\n+       "      <td>0.43450</td>\\n",\n+       "      <td>0.15048</td>\\n",\n+       "      <td>0.24325</td>\\n",\n+       "      <td>2.44876</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sierra Leone</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>123</td>\\n",\n+       "      <td>4.507</td>\\n",\n+       "      <td>0.07068</td>\\n",\n+       "      <td>0.33024</td>\\n",\n+       "      <td>0.95571</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.40840</td>\\n",\n+       "      <td>0.08786</td>\\n",\n+       "      <td>0.21488</td>\\n",\n+       "      <td>2.51009</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mauritania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>124</td>\\n",\n+       "      <td>4.436</td>\\n",\n+       "      <td>0.03947</td>\\n",\n+       "      <td>0.45407</td>\\n",\n+       "      <td>0.86908</td>\\n",\n+       "      <td>0.35874</td>\\n",\n+       "      <td>0.24232</td>\\n",\n+       "      <td>0.17461</td>\\n",\n+       "      <td>0.21900</td>\\n",\n+       "      <td>2.11773</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Kenya</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>125</td>\\n",\n+       "      <td>4.419</td>\\n",\n+       "      <td>0.04734</td>\\n",\n+       "      <td>0.36471</td>\\n",\n+       "      <td>0.99876</td>\\n",\n+       "      <td>0.41435</td>\\n",\n+       "      <td>0.42215</td>\\n",\n+       "      <td>0.05839</td>\\n",\n+       "      <td>0.37542</td>\\n",\n+       "      <td>1.78555</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Djibouti</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>126</td>\\n",\n+       "      <td>4.369</td>\\n",\n+       "      <td>0.08096</td>\\n",\n+       "      <td>0.44025</td>\\n",\n+       "      <td>0.59207</td>\\n",\n+       "      <td>0.36291</td>\\n",\n+       "      <td>0.46074</td>\\n",\n+       "      <td>0.28105</td>\\n",\n+       "      <td>0.18093</td>\\n",\n+       "      <td>2.05125</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Armenia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>127</td>\\n",\n+       "      <td>4.350</td>\\n",\n+       "      <td>0.04763</td>\\n",\n+       "      <td>0.76821</td>\\n",\n+       "      <td>0.77711</td>\\n",\n+       "      <td>0.72990</td>\\n",\n+       "      <td>0.19847</td>\\n",\n+       "      <td>0.03900</td>\\n",\n+       "      <td>0.07855</td>\\n",\n+       "      <td>1.75873</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Botswana</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>128</td>\\n",\n+       "      <td>4.332</td>\\n",\n+       "      <td>0.04934</td>\\n",\n+       "      <td>0.99355</td>\\n",\n+       "      <td>1.10464</td>\\n",\n+       "      <td>0.04776</td>\\n",\n+       "      <td>0.49495</td>\\n",\n+       "      <td>0.12474</td>\\n",\n+       "      <td>0.10461</td>\\n",\n+       "      <td>1.46181</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Myanmar</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>129</td>\\n",\n+       "      <td>4.307</td>\\n",\n+       "      <td>0.04351</td>\\n",\n+       "      <td>0.27108</td>\\n",\n+       "      <td>0.70905</td>\\n",\n+       "      <td>0.48246</td>\\n",\n+       "      <td>0.44017</td>\\n",\n+       "      <td>0.19034</td>\\n",\n+       "      <td>0.79588</td>\\n",\n+       "      <td>1.41805</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Georgia</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>130</td>\\n",\n+       "      <td>4.297</td>\\n",\n+       "      <td>0.04221</td>\\n",\n+       "      <td>0.74190</td>\\n",\n+       "      <td>0.38562</td>\\n",\n+       "      <td>0.72926</td>\\n",\n+       "      <td>0.40577</td>\\n",\n+       "      <td>0.38331</td>\\n",\n+       "      <td>0.05547</td>\\n",\n+       "      <td>1.59541</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Malawi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>131</td>\\n",\n+       "      <td>4.292</td>\\n",\n+       "      <td>0.06130</td>\\n",\n+       "      <td>0.01604</td>\\n",\n+       "      <td>0.41134</td>\\n",\n+       "      <td>0.22562</td>\\n",\n+       "      <td>0.43054</td>\\n",\n+       "      <td>0.06977</td>\\n",\n+       "      <td>0.33128</td>\\n",\n+       "      <td>2.80791</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Sri Lanka</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>132</td>\\n",\n+       "      <td>4.271</td>\\n",\n+       "      <td>0.03751</td>\\n",\n+       "      <td>0.83524</td>\\n",\n+       "      <td>1.01905</td>\\n",\n+       "      <td>0.70806</td>\\n",\n+       "      <td>0.53726</td>\\n",\n+       "      <td>0.09179</td>\\n",\n+       "      <td>0.40828</td>\\n",\n+       "      <td>0.67108</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cameroon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>133</td>\\n",\n+       "      <td>4.252</td>\\n",\n+       "      <td>0.04678</td>\\n",\n+       "      <td>0.42250</td>\\n",\n+       "      <td>0.88767</td>\\n",\n+       "      <td>0.23402</td>\\n",\n+       "      <td>0.49309</td>\\n",\n+       "      <td>0.05786</td>\\n",\n+       "      <td>0.20618</td>\\n",\n+       "      <td>1.95071</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Bulgaria</th>\\n",\n+       "      <td>Central and Eastern Europe</td>\\n",\n+       "      <td>134</td>\\n",\n+       "      <td>4.218</td>\\n",\n+       "      <td>0.04828</td>\\n",\n+       "      <td>1.01216</td>\\n",\n+       "      <td>1.10614</td>\\n",\n+       "      <td>0.76649</td>\\n",\n+       "      <td>0.30587</td>\\n",\n+       "      <td>0.00872</td>\\n",\n+       "      <td>0.11921</td>\\n",\n+       "      <td>0.89991</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Egypt</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>135</td>\\n",\n+       "      <td>4.194</td>\\n",\n+       "      <td>0.03260</td>\\n",\n+       "      <td>0.88180</td>\\n",\n+       "      <td>0.74700</td>\\n",\n+       "      <td>0.61712</td>\\n",\n+       "      <td>0.17288</td>\\n",\n+       "      <td>0.06324</td>\\n",\n+       "      <td>0.11291</td>\\n",\n+       "      <td>1.59927</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Yemen</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>136</td>\\n",\n+       "      <td>4.077</td>\\n",\n+       "      <td>0.04367</td>\\n",\n+       "      <td>0.54649</td>\\n",\n+       "      <td>0.68093</td>\\n",\n+       "      <td>0.40064</td>\\n",\n+       "      <td>0.35571</td>\\n",\n+       "      <td>0.07854</td>\\n",\n+       "      <td>0.09131</td>\\n",\n+       "      <td>1.92313</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Angola</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>137</td>\\n",\n+       "      <td>4.033</td>\\n",\n+       "      <td>0.04758</td>\\n",\n+       "      <td>0.75778</td>\\n",\n+       "      <td>0.86040</td>\\n",\n+       "      <td>0.16683</td>\\n",\n+       "      <td>0.10384</td>\\n",\n+       "      <td>0.07122</td>\\n",\n+       "      <td>0.12344</td>\\n",\n+       "      <td>1.94939</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Mali</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>138</td>\\n",\n+       "      <td>3.995</td>\\n",\n+       "      <td>0.05602</td>\\n",\n+       "      <td>0.26074</td>\\n",\n+       "      <td>1.03526</td>\\n",\n+       "      <td>0.20583</td>\\n",\n+       "      <td>0.38857</td>\\n",\n+       "      <td>0.12352</td>\\n",\n+       "      <td>0.18798</td>\\n",\n+       "      <td>1.79293</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Congo (Brazzaville)</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>139</td>\\n",\n+       "      <td>3.989</td>\\n",\n+       "      <td>0.06682</td>\\n",\n+       "      <td>0.67866</td>\\n",\n+       "      <td>0.66290</td>\\n",\n+       "      <td>0.31051</td>\\n",\n+       "      <td>0.41466</td>\\n",\n+       "      <td>0.11686</td>\\n",\n+       "      <td>0.12388</td>\\n",\n+       "      <td>1.68135</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Comoros</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>140</td>\\n",\n+       "      <td>3.956</td>\\n",\n+       "      <td>0.04797</td>\\n",\n+       "      <td>0.23906</td>\\n",\n+       "      <td>0.79273</td>\\n",\n+       "      <td>0.36315</td>\\n",\n+       "      <td>0.22917</td>\\n",\n+       "      <td>0.19900</td>\\n",\n+       "      <td>0.17441</td>\\n",\n+       "      <td>1.95812</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Uganda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>141</td>\\n",\n+       "      <td>3.931</td>\\n",\n+       "      <td>0.04317</td>\\n",\n+       "      <td>0.21102</td>\\n",\n+       "      <td>1.13299</td>\\n",\n+       "      <td>0.33861</td>\\n",\n+       "      <td>0.45727</td>\\n",\n+       "      <td>0.07267</td>\\n",\n+       "      <td>0.29066</td>\\n",\n+       "      <td>1.42766</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Senegal</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>142</td>\\n",\n+       "      <td>3.904</td>\\n",\n+       "      <td>0.03608</td>\\n",\n+       "      <td>0.36498</td>\\n",\n+       "      <td>0.97619</td>\\n",\n+       "      <td>0.43540</td>\\n",\n+       "      <td>0.36772</td>\\n",\n+       "      <td>0.10713</td>\\n",\n+       "      <td>0.20843</td>\\n",\n+       "      <td>1.44395</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Gabon</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>143</td>\\n",\n+       "      <td>3.896</td>\\n",\n+       "      <td>0.04547</td>\\n",\n+       "      <td>1.06024</td>\\n",\n+       "      <td>0.90528</td>\\n",\n+       "      <td>0.43372</td>\\n",\n+       "      <td>0.31914</td>\\n",\n+       "      <td>0.11091</td>\\n",\n+       "      <td>0.06822</td>\\n",\n+       "      <td>0.99895</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Niger</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>144</td>\\n",\n+       "      <td>3.845</td>\\n",\n+       "      <td>0.03602</td>\\n",\n+       "      <td>0.06940</td>\\n",\n+       "      <td>0.77265</td>\\n",\n+       "      <td>0.29707</td>\\n",\n+       "      <td>0.47692</td>\\n",\n+       "      <td>0.15639</td>\\n",\n+       "      <td>0.19387</td>\\n",\n+       "      <td>1.87877</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Cambodia</th>\\n",\n+       "      <td>Southeastern Asia</td>\\n",\n+       "      <td>145</td>\\n",\n+       "      <td>3.819</td>\\n",\n+       "      <td>0.05069</td>\\n",\n+       "      <td>0.46038</td>\\n",\n+       "      <td>0.62736</td>\\n",\n+       "      <td>0.61114</td>\\n",\n+       "      <td>0.66246</td>\\n",\n+       "      <td>0.07247</td>\\n",\n+       "      <td>0.40359</td>\\n",\n+       "      <td>0.98195</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Tanzania</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>146</td>\\n",\n+       "      <td>3.781</td>\\n",\n+       "      <td>0.05061</td>\\n",\n+       "      <td>0.28520</td>\\n",\n+       "      <td>1.00268</td>\\n",\n+       "      <td>0.38215</td>\\n",\n+       "      <td>0.32878</td>\\n",\n+       "      <td>0.05747</td>\\n",\n+       "      <td>0.34377</td>\\n",\n+       "      <td>1.38079</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Madagascar</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>147</td>\\n",\n+       "      <td>3.681</td>\\n",\n+       "      <td>0.03633</td>\\n",\n+       "      <td>0.20824</td>\\n",\n+       "      <td>0.66801</td>\\n",\n+       "      <td>0.46721</td>\\n",\n+       "      <td>0.19184</td>\\n",\n+       "      <td>0.08124</td>\\n",\n+       "      <td>0.21333</td>\\n",\n+       "      <td>1.85100</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Central African Republic</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>148</td>\\n",\n+       "      <td>3.678</td>\\n",\n+       "      <td>0.06112</td>\\n",\n+       "      <td>0.07850</td>\\n",\n+       "      <td>0.00000</td>\\n",\n+       "      <td>0.06699</td>\\n",\n+       "      <td>0.48879</td>\\n",\n+       "      <td>0.08289</td>\\n",\n+       "      <td>0.23835</td>\\n",\n+       "      <td>2.72230</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Chad</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>149</td>\\n",\n+       "      <td>3.667</td>\\n",\n+       "      <td>0.03830</td>\\n",\n+       "      <td>0.34193</td>\\n",\n+       "      <td>0.76062</td>\\n",\n+       "      <td>0.15010</td>\\n",\n+       "      <td>0.23501</td>\\n",\n+       "      <td>0.05269</td>\\n",\n+       "      <td>0.18386</td>\\n",\n+       "      <td>1.94296</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Guinea</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>150</td>\\n",\n+       "      <td>3.656</td>\\n",\n+       "      <td>0.03590</td>\\n",\n+       "      <td>0.17417</td>\\n",\n+       "      <td>0.46475</td>\\n",\n+       "      <td>0.24009</td>\\n",\n+       "      <td>0.37725</td>\\n",\n+       "      <td>0.12139</td>\\n",\n+       "      <td>0.28657</td>\\n",\n+       "      <td>1.99172</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Ivory Coast</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>151</td>\\n",\n+       "      <td>3.655</td>\\n",\n+       "      <td>0.05141</td>\\n",\n+       "      <td>0.46534</td>\\n",\n+       "      <td>0.77115</td>\\n",\n+       "      <td>0.15185</td>\\n",\n+       "      <td>0.46866</td>\\n",\n+       "      <td>0.17922</td>\\n",\n+       "      <td>0.20165</td>\\n",\n+       "      <td>1.41723</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burkina Faso</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>152</td>\\n",\n+       "      <td>3.587</td>\\n",\n+       "      <td>0.04324</td>\\n",\n+       "      <td>0.25812</td>\\n",\n+       "      <td>0.85188</td>\\n",\n+       "      <td>0.27125</td>\\n",\n+       "      <td>0.39493</td>\\n",\n+       "      <td>0.12832</td>\\n",\n+       "      <td>0.21747</td>\\n",\n+       "      <td>1.46494</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Afghanistan</th>\\n",\n+       "      <td>Southern Asia</td>\\n",\n+       "      <td>153</td>\\n",\n+       "      <td>3.575</td>\\n",\n+       "      <td>0.03084</td>\\n",\n+       "      <td>0.31982</td>\\n",\n+       "      <td>0.30285</td>\\n",\n+       "      <td>0.30335</td>\\n",\n+       "      <td>0.23414</td>\\n",\n+       "      <td>0.09719</td>\\n",\n+       "      <td>0.36510</td>\\n",\n+       "      <td>1.95210</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Rwanda</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>154</td>\\n",\n+       "      <td>3.465</td>\\n",\n+       "      <td>0.03464</td>\\n",\n+       "      <td>0.22208</td>\\n",\n+       "      <td>0.77370</td>\\n",\n+       "      <td>0.42864</td>\\n",\n+       "      <td>0.59201</td>\\n",\n+       "      <td>0.55191</td>\\n",\n+       "      <td>0.22628</td>\\n",\n+       "      <td>0.67042</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Benin</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>155</td>\\n",\n+       "      <td>3.340</td>\\n",\n+       "      <td>0.03656</td>\\n",\n+       "      <td>0.28665</td>\\n",\n+       "      <td>0.35386</td>\\n",\n+       "      <td>0.31910</td>\\n",\n+       "      <td>0.48450</td>\\n",\n+       "      <td>0.08010</td>\\n",\n+       "      <td>0.18260</td>\\n",\n+       "      <td>1.63328</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Syria</th>\\n",\n+       "      <td>Middle East and Northern Africa</td>\\n",\n+       "      <td>156</td>\\n",\n+       "      <td>3.006</td>\\n",\n+       "      <td>0.05015</td>\\n",\n+       "      <td>0.66320</td>\\n",\n+       "      <td>0.47489</td>\\n",\n+       "      <td>0.72193</td>\\n",\n+       "      <td>0.15684</td>\\n",\n+       "      <td>0.18906</td>\\n",\n+       "      <td>0.47179</td>\\n",\n+       "      <td>0.32858</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Burundi</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>157</td>\\n",\n+       "      <td>2.905</td>\\n",\n+       "      <td>0.08658</td>\\n",\n+       "      <td>0.01530</td>\\n",\n+       "      <td>0.41587</td>\\n",\n+       "      <td>0.22396</td>\\n",\n+       "      <td>0.11850</td>\\n",\n+       "      <td>0.10062</td>\\n",\n+       "      <td>0.19727</td>\\n",\n+       "      <td>1.83302</td>\\n",\n+       "    </tr>\\n",\n+       "    <tr>\\n",\n+       "      <th>Togo</th>\\n",\n+       "      <td>Sub-Saharan Africa</td>\\n",\n+       "      <td>158</td>\\n",\n+       "      <td>2.839</td>\\n",\n+       "      <td>0.06727</td>\\n",\n+       "      <td>0.20868</td>\\n",\n+       "      <td>0.13995</td>\\n",\n+       "      <td>0.28443</td>\\n",\n+       "      <td>0.36453</td>\\n",\n+       "      <td>0.10731</td>\\n",\n+       "      <td>0.16681</td>\\n",\n+       "      <td>1.56726</td>\\n",\n+       "    </tr>\\n",\n        "  </tbody>\\n",\n        "</table>\\n",\n        "</div>"\n       ],\n       "text/plain": [\n-       "                 Country                       Region  Happiness Rank  \\\\\\n",\n-       "11            Costa Rica  Latin America and Caribbean              12   \\n",\n-       "13                Mexico  Latin America and Caribbean              14   \\n",\n-       "15                Brazil  Latin America and Caribbean              16   \\n",\n-       "22             Venezuela  Latin America and Caribbean              23   \\n",\n-       "24                Panama  Latin America and Caribbean              25   \\n",\n-       "26                 Chile  Latin America and Caribbean              27   \\n",\n-       "29             Argentina  Latin America and Caribbean              30   \\n",\n-       "31               Uruguay  Latin America and Caribbean              32   \\n",\n-       "32              Colombia  Latin America and Caribbean              33   \\n",\n-       "39              Suriname  Latin America and Caribbean              40   \\n",\n-       "40   Trinidad and Tobago  Latin America and Caribbean              41   \\n",\n-       "41           El Salvador  Latin America and Caribbean              42   \\n",\n-       "42             Guatemala  Latin America and Caribbean              43   \\n",\n-       "47               Ecuador  Latin America and Caribbean              48   \\n",\n-       "50               Bolivia  Latin America and Caribbean              51   \\n",\n-       "52              Paraguay  Latin America and Caribbean              53   \\n",\n-       "56             Nicaragua  Latin America and Caribbean              57   \\n",\n-       "57                  Peru  Latin America and Caribbean              58   \\n",\n-       "64               Jamaica  Latin America and Caribbean              65   \\n",\n-       "97    Dominican Republic  Latin America and Caribbean              98   \\n",\n-       "104             Honduras  Latin America and Caribbean             105   \\n",\n-       "118                Haiti  Latin America and Caribbean             119   \\n",\n+       "                                                   Region  Happiness Rank  \\\\\\n",\n+       "Country                                                                     \\n",\n+       "Switzerland                                Western Europe               1   \\n",\n+       "Iceland                                    Western Europe               2   \\n",\n+       "Denmark                                    Western Europe               3   \\n",\n+       "Norway                                     Western Europe               4   \\n",\n+       "Canada                                      North America               5   \\n",\n+       "Finland                                    Western Europe               6   \\n",\n+       "Netherlands                                Western Europe               7   \\n",\n+       "Sweden                                     Western Europe               8   \\n",\n+       "New Zealand                     Australia and New Zealand               9   \\n",\n+       "Australia                       Australia and New Zealand              10   \\n",\n+       "Israel                    Middle East and Northern Africa              11   \\n",\n+       "Costa Rica                    Latin America and Caribbean              12   \\n",\n+       "Austria                                    Western Europe              13   \\n",\n+       "Mexico                        Latin America and Caribbean              14   \\n",\n+       "United States                               North America              15   \\n",\n+       "Brazil                        Latin America and Caribbean              16   \\n",\n+       "Luxembourg                                 Western Europe              17   \\n",\n+       "Ireland                                    Western Europe              18   \\n",\n+       "Belgium                                    Western Europe              19   \\n",\n+       "United Arab Emirates      Middle East and Northern Africa              20   \\n",\n+       "United Kingdom                             Western Europe              21   \\n",\n+       "Oman                      Middle East and Northern Africa              22   \\n",\n+       "Venezuela                     Latin America and Caribbean              23   \\n",\n+       "Singapore                               Southeastern Asia              24   \\n",\n+       "Panama                        Latin America and Caribbean              25   \\n",\n+       "Germany                                    Western Europe              26   \\n",\n+       "Chile                         Latin America and Caribbean              27   \\n",\n+       "Qatar                     Middle East and Northern Africa              28   \\n",\n+       "France                                     Western Europe              29   \\n",\n+       "Argentina                     Latin America and Caribbean              30   \\n",\n+       "Czech Republic                 Central and Eastern Europe              31   \\n",\n+       "Uruguay                       Latin America and Caribbean              32   \\n",\n+       "Colombia                      Latin America and Caribbean              33   \\n",\n+       "Thailand                                Southeastern Asia              34   \\n",\n+       "Saudi Arabia              Middle East and Northern Africa              35   \\n",\n+       "Spain                                      Western Europe              36   \\n",\n+       "Malta                                      Western Europe              37   \\n",\n+       "Taiwan                                       Eastern Asia              38   \\n",\n+       "Kuwait                    Middle East and Northern Africa              39   \\n",\n+       "Suriname                      Latin America and Caribbean              40   \\n",\n+       "Trinidad and Tobago           Latin America and Caribbean              41   \\n",\n+       "El Salvador                   Latin America and Caribbean              42   \\n",\n+       "Guatemala                     Latin America and Caribbean              43   \\n",\n+       "Uzbekistan                     Central and Eastern Europe              44   \\n",\n+       "Slovakia                       Central and Eastern Europe              45   \\n",\n+       "Japan                                        Eastern Asia              46   \\n",\n+       "South Korea                                  Eastern Asia              47   \\n",\n+       "Ecuador                       Latin America and Caribbean              48   \\n",\n+       "Bahrain                   Middle East and Northern Africa              49   \\n",\n+       "Italy                                      Western Europe              50   \\n",\n+       "Bolivia                       Latin America and Caribbean              51   \\n",\n+       "Moldova                        Central and Eastern Europe              52   \\n",\n+       "Paraguay                      Latin America and Caribbean              53   \\n",\n+       "Kazakhstan                     Central and Eastern Europe              54   \\n",\n+       "Slovenia                       Central and Eastern Europe              55   \\n",\n+       "Lithuania                      Central and Eastern Europe              56   \\n",\n+       "Nicaragua                     Latin America and Caribbean              57   \\n",\n+       "Peru                          Latin America and Caribbean              58   \\n",\n+       "Belarus                        Central and Eastern Europe              59   \\n",\n+       "Poland                         Central and Eastern Europe              60   \\n",\n+       "Malaysia                                Southeastern Asia              61   \\n",\n+       "Croatia                        Central and Eastern Europe              62   \\n",\n+       "Libya                     Middle East and Northern Africa              63   \\n",\n+       "Russia                         Central and Eastern Europe              64   \\n",\n+       "Jamaica                       Latin America and Caribbean              65   \\n",\n+       "North Cyprus                               Western Europe              66   \\n",\n+       "Cyprus                                     Western Europe              67   \\n",\n+       "Algeria                   Middle East and Northern Africa              68   \\n",\n+       "Kosovo                         Central and Eastern Europe              69   \\n",\n+       "Turkmenistan                   Central and Eastern Europe              70   \\n",\n+       "Mauritius                              Sub-Saharan Africa              71   \\n",\n+       "Hong Kong                                    Eastern Asia              72   \\n",\n+       "Estonia                        Central and Eastern Europe              73   \\n",\n+       "Indonesia                               Southeastern Asia              74   \\n",\n+       "Vietnam                                 Southeastern Asia              75   \\n",\n+       "Turkey                    Middle East and Northern Africa              76   \\n",\n+       "Kyrgyzstan                     Central and Eastern Europe              77   \\n",\n+       "Nigeria                                Sub-Saharan Africa              78   \\n",\n+       "Bhutan                                      Southern Asia              79   \\n",\n+       "Azerbaijan                     Central and Eastern Europe              80   \\n",\n+       "Pakistan                                    Southern Asia              81   \\n",\n+       "Jordan                    Middle East and Northern Africa              82   \\n",\n+       "Montenegro                     Central and Eastern Europe              82   \\n",\n+       "China                                        Eastern Asia              84   \\n",\n+       "Zambia                                 Sub-Saharan Africa              85   \\n",\n+       "Romania                        Central and Eastern Europe              86   \\n",\n+       "Serbia                         Central and Eastern Europe              87   \\n",\n+       "Portugal                                   Western Europe              88   \\n",\n+       "Latvia                         Central and Eastern Europe              89   \\n",\n+       "Philippines                             Southeastern Asia              90   \\n",\n+       "Somaliland region                      Sub-Saharan Africa              91   \\n",\n+       "Morocco                   Middle East and Northern Africa              92   \\n",\n+       "Macedonia                      Central and Eastern Europe              93   \\n",\n+       "Mozambique                             Sub-Saharan Africa              94   \\n",\n+       "Albania                        Central and Eastern Europe              95   \\n",\n+       "Bosnia and Herzegovina         Central and Eastern Europe              96   \\n",\n+       "Lesotho                                Sub-Saharan Africa              97   \\n",\n+       "Dominican Republic            Latin America and Caribbean              98   \\n",\n+       "Laos                                    Southeastern Asia              99   \\n",\n+       "Mongolia                                     Eastern Asia             100   \\n",\n+       "Swaziland                              Sub-Saharan Africa             101   \\n",\n+       "Greece                                     Western Europe             102   \\n",\n+       "Lebanon                   Middle East and Northern Africa             103   \\n",\n+       "Hungary                        Central and Eastern Europe             104   \\n",\n+       "Honduras                      Latin America and Caribbean             105   \\n",\n+       "Tajikistan                     Central and Eastern Europe             106   \\n",\n+       "Tunisia                   Middle East and Northern Africa             107   \\n",\n+       "Palestinian Territories   Middle East and Northern Africa             108   \\n",\n+       "Bangladesh                                  Southern Asia             109   \\n",\n+       "Iran                      Middle East and Northern Africa             110   \\n",\n+       "Ukraine                        Central and Eastern Europe             111   \\n",\n+       "Iraq                      Middle East and Northern Africa             112   \\n",\n+       "South Africa                           Sub-Saharan Africa             113   \\n",\n+       "Ghana                                  Sub-Saharan Africa             114   \\n",\n+       "Zimbabwe                               Sub-Saharan Africa             115   \\n",\n+       "Liberia                                Sub-Saharan Africa             116   \\n",\n+       "India                                       Southern Asia             117   \\n",\n+       "Sudan                                  Sub-Saharan Africa             118   \\n",\n+       "Haiti                         Latin America and Caribbean             119   \\n",\n+       "Congo (Kinshasa)                       Sub-Saharan Africa             120   \\n",\n+       "Nepal                                       Southern Asia             121   \\n",\n+       "Ethiopia                               Sub-Saharan Africa             122   \\n",\n+       "Sierra Leone                           Sub-Saharan Africa             123   \\n",\n+       "Mauritania                             Sub-Saharan Africa             124   \\n",\n+       "Kenya                                  Sub-Saharan Africa             125   \\n",\n+       "Djibouti                               Sub-Saharan Africa             126   \\n",\n+       "Armenia                        Central and Eastern Europe             127   \\n",\n+       "Botswana                               Sub-Saharan Africa             128   \\n",\n+       "Myanmar                                 Southeastern Asia             129   \\n",\n+       "Georgia                        Central and Eastern Europe             130   \\n",\n+       "Malawi                                 Sub-Saharan Africa             131   \\n",\n+       "Sri Lanka                                   Southern Asia             132   \\n",\n+       "Cameroon                               Sub-Saharan Africa             133   \\n",\n+       "Bulgaria                       Central and Eastern Europe             134   \\n",\n+       "Egypt                     Middle East and Northern Africa             135   \\n",\n+       "Yemen                     Middle East and Northern Africa             136   \\n",\n+       "Angola                                 Sub-Saharan Africa             137   \\n",\n+       "Mali                                   Sub-Saharan Africa             138   \\n",\n+       "Congo (Brazzaville)                    Sub-Saharan Africa             139   \\n",\n+       "Comoros                                Sub-Saharan Africa             140   \\n",\n+       "Uganda                                 Sub-Saharan Africa             141   \\n",\n+       "Senegal                                Sub-Saharan Africa             142   \\n",\n+       "Gabon                                  Sub-Saharan Africa             143   \\n",\n+       "Niger                                  Sub-Saharan Africa             144   \\n",\n+       "Cambodia                                Southeastern Asia             145   \\n",\n+       "Tanzania                               Sub-Saharan Africa             146   \\n",\n+       "Madagascar                             Sub-Saharan Africa             147   \\n",\n+       "Central African Republic               Sub-Saharan Africa             148   \\n",\n+       "Chad                                   Sub-Saharan Africa             149   \\n",\n+       "Guinea                                 Sub-Saharan Africa             150   \\n",\n+       "Ivory Coast                            Sub-Saharan Africa             151   \\n",\n+       "Burkina Faso                           Sub-Saharan Africa             152   \\n",\n+       "Afghanistan                                 Southern Asia             153   \\n",\n+       "Rwanda                                 Sub-Saharan Africa             154   \\n",\n+       "Benin                                  Sub-Saharan Africa             155   \\n",\n+       "Syria                     Middle East and Northern Africa             156   \\n",\n+       "Burundi                                Sub-Saharan Africa             157   \\n",\n+       "Togo                                   Sub-Saharan Africa             158   \\n",\n        "\\n",\n-       "     Happiness Score  Standard Error  Economy (GDP per Capita)   Family  \\\\\\n",\n-       "11             7.226         0.04454                   0.95578  1.23788   \\n",\n-       "13             7.187         0.04176                   1.02054  0.91451   \\n",\n-       "15             6.983         0.04076                   0.98124  1.23287   \\n",\n-       "22             6.810         0.06476                   1.04424  1.25596   \\n",\n-       "24             6.786         0.04910                   1.06353  1.19850   \\n",\n-       "26             6.670         0.05800                   1.10715  1.12447   \\n",\n-       "29             6.574         0.04612                   1.05351  1.24823   \\n",\n-       "31             6.485         0.04539                   1.06166  1.20890   \\n",\n-       "32             6.477         0.05051                   0.91861  1.24018   \\n",\n-       "39             6.269         0.09811                   0.99534  0.97200   \\n",\n-       "40             6.168         0.10895                   1.21183  1.18354   \\n",\n-       "41             6.130         0.05618                   0.76454  1.02507   \\n",\n-       "42             6.123         0.05224                   0.74553  1.04356   \\n",\n-       "47             5.975         0.04528                   0.86402  0.99903   \\n",\n-       "50             5.890         0.05642                   0.68133  0.97841   \\n",\n-       "52             5.878         0.04563                   0.75985  1.30477   \\n",\n-       "56             5.828         0.05371                   0.59325  1.14184   \\n",\n-       "57             5.824         0.04615                   0.90019  0.97459   \\n",\n-       "64             5.709         0.13693                   0.81038  1.15102   \\n",\n-       "97             4.885         0.07446                   0.89537  1.17202   \\n",\n-       "104            4.788         0.05648                   0.59532  0.95348   \\n",\n-       "118            4.518         0.07331                   0.26673  0.74302   \\n",\n+       "                          Happiness Score  Standard Error  \\\\\\n",\n+       "Country                                                     \\n",\n+       "Switzerland                         7.587         0.03411   \\n",\n+       "Iceland                             7.561         0.04884   \\n",\n+       "Denmark                             7.527         0.03328   \\n",\n+       "Norway                              7.522         0.03880   \\n",\n+       "Canada                              7.427         0.03553   \\n",\n+       "Finland                             7.406         0.03140   \\n",\n+       "Netherlands                         7.378         0.02799   \\n",\n+       "Sweden                              7.364         0.03157   \\n",\n+       "New Zealand                         7.286         0.03371   \\n",\n+       "Australia                           7.284         0.04083   \\n",\n+       "Israel                              7.278         0.03470   \\n",\n+       "Costa Rica                          7.226         0.04454   \\n",\n+       "Austria                             7.200         0.03751   \\n",\n+       "Mexico                              7.187         0.04176   \\n",\n+       "United States                       7.119         0.03839   \\n",\n+       "Brazil                              6.983         0.04076   \\n",\n+       "Luxembourg                          6.946         0.03499   \\n",\n+       "Ireland                             6.940         0.03676   \\n",\n+       "Belgium                             6.937         0.03595   \\n",\n+       "United Arab Emirates                6.901         0.03729   \\n",\n+       "United Kingdom                      6.867         0.01866   \\n",\n+       "Oman                                6.853         0.05335   \\n",\n+       "Venezuela                           6.810         0.06476   \\n",\n+       "Singapore                           6.798         0.03780   \\n",\n+       "Panama                              6.786         0.04910   \\n",\n+       "Germany                             6.750         0.01848   \\n",\n+       "Chile                               6.670         0.05800   \\n",\n+       "Qatar                               6.611         0.06257   \\n",\n+       "France                              6.575         0.03512   \\n",\n+       "Argentina                           6.574         0.04612   \\n",\n+       "Czech Republic                      6.505         0.04168   \\n",\n+       "Uruguay                             6.485         0.04539   \\n",\n+       "Colombia                            6.477         0.05051   \\n",\n+       "Thailand                            6.455         0.03557   \\n",\n+       "Saudi Arabia                        6.411         0.04633   \\n",\n+       "Spain                               6.329         0.03468   \\n",\n+       "Malta                               6.302         0.04206   \\n",\n+       "Taiwan                              6.298         0.03868   \\n",\n+       "Kuwait                              6.295         0.04456   \\n",\n+       "Suriname                            6.269         0.09811   \\n",\n+       "Trinidad and Tobago                 6.168         0.10895   \\n",\n+       "El Salvador                         6.130         0.05618   \\n",\n+       "Guatemala                           6.123         0.05224   \\n",\n+       "Uzbekistan                          6.003         0.04361   \\n",\n+       "Slovakia                            5.995         0.04267   \\n",\n+       "Japan                               5.987         0.03581   \\n",\n+       "South Korea                         5.984         0.04098   \\n",\n+       "Ecuador                             5.975         0.04528   \\n",\n+       "Bahrain                             5.960         0.05412   \\n",\n+       "Italy                               5.948         0.03914   \\n",\n+       "Bolivia                             5.890         0.05642   \\n",\n+       "Moldova                             5.889         0.03799   \\n",\n+       "Paraguay                            5.878         0.04563   \\n",\n+       "Kazakhstan                          5.855         0.04114   \\n",\n+       "Slovenia                            5.848         0.04251   \\n",\n+       "Lithuania                           5.833         0.03843   \\n",\n+       "Nicaragua                           5.828         0.05371   \\n",\n+       "Peru                                5.824         0.04615   \\n",\n+       "Belarus                             5.813         0.03938   \\n",\n+       "Poland                              5.791         0.04263   \\n",\n+       "Malaysia                            5.770         0.04330   \\n",\n+       "Croatia                             5.759         0.04394   \\n",\n+       "Libya                               5.754         0.07832   \\n",\n+       "Russia                              5.716         0.03135   \\n",\n+       "Jamaica                             5.709         0.13693   \\n",\n+       "North Cyprus                        5.695         0.05635   \\n",\n+       "Cyprus                              5.689         0.05580   \\n",\n+       "Algeria                             5.605         0.05099   \\n",\n+       "Kosovo                              5.589         0.05018   \\n",\n+       "Turkmenistan                        5.548         0.04175   \\n",\n+       "Mauritius                           5.477         0.07197   \\n",\n+       "Hong Kong                           5.474         0.05051   \\n",\n+       "Estonia                             5.429         0.04013   \\n",\n+       "Indonesia                           5.399         0.02596   \\n",\n+       "Vietnam                             5.360         0.03107   \\n",\n+       "Turkey                              5.332         0.03864   \\n",\n+       "Kyrgyzstan                          5.286         0.03823   \\n",\n+       "Nigeria                             5.268         0.04192   \\n",\n+       "Bhutan                              5.253         0.03225   \\n",\n+       "Azerbaijan                          5.212         0.03363   \\n",\n+       "Pakistan                            5.194         0.03726   \\n",\n+       "Jordan                              5.192         0.04524   \\n",\n+       "Montenegro                          5.192         0.05235   \\n",\n+       "China                               5.140         0.02424   \\n",\n+       "Zambia                              5.129         0.06988   \\n",\n+       "Romania                             5.124         0.06607   \\n",\n+       "Serbia                              5.123         0.04864   \\n",\n+       "Portugal                            5.102         0.04802   \\n",\n+       "Latvia                              5.098         0.04640   \\n",\n+       "Philippines                         5.073         0.04934   \\n",\n+       "Somaliland region                   5.057         0.06161   \\n",\n+       "Morocco                             5.013         0.03420   \\n",\n+       "Macedonia                           5.007         0.05376   \\n",\n+       "Mozambique                          4.971         0.07896   \\n",\n+       "Albania                             4.959         0.05013   \\n",\n+       "Bosnia and Herzegovina              4.949         0.06913   \\n",\n+       "Lesotho                             4.898         0.09438   \\n",\n+       "Dominican Republic                  4.885         0.07446   \\n",\n+       "Laos                                4.876         0.06698   \\n",\n+       "Mongolia                            4.874         0.03313   \\n",\n+       "Swaziland                           4.867         0.08742   \\n",\n+       "Greece                              4.857         0.05062   \\n",\n+       "Lebanon                             4.839         0.04337   \\n",\n+       "Hungary                             4.800         0.06107   \\n",\n+       "Honduras                            4.788         0.05648   \\n",\n+       "Tajikistan                          4.786         0.03198   \\n",\n+       "Tunisia                             4.739         0.03589   \\n",\n+       "Palestinian Territories             4.715         0.04394   \\n",\n+       "Bangladesh                          4.694         0.03077   \\n",\n+       "Iran                                4.686         0.04449   \\n",\n+       "Ukraine                             4.681         0.04412   \\n",\n+       "Iraq                                4.677         0.05232   \\n",\n+       "South Africa                        4.642         0.04585   \\n",\n+       "Ghana                               4.633         0.04742   \\n",\n+       "Zimbabwe                            4.610         0.04290   \\n",\n+       "Liberia                             4.571         0.11068   \\n",\n+       "India                               4.565         0.02043   \\n",\n+       "Sudan                               4.550         0.06740   \\n",\n+       "Haiti                               4.518         0.07331   \\n",\n+       "Congo (Kinshasa)                    4.517         0.03680   \\n",\n+       "Nepal                               4.514         0.03607   \\n",\n+       "Ethiopia                            4.512         0.03780   \\n",\n+       "Sierra Leone                        4.507         0.07068   \\n",\n+       "Mauritania                          4.436         0.03947   \\n",\n+       "Kenya                               4.419         0.04734   \\n",\n+       "Djibouti                            4.369         0.08096   \\n",\n+       "Armenia                             4.350         0.04763   \\n",\n+       "Botswana                            4.332         0.04934   \\n",\n+       "Myanmar                             4.307         0.04351   \\n",\n+       "Georgia                             4.297         0.04221   \\n",\n+       "Malawi                              4.292         0.06130   \\n",\n+       "Sri Lanka                           4.271         0.03751   \\n",\n+       "Cameroon                            4.252         0.04678   \\n",\n+       "Bulgaria                            4.218         0.04828   \\n",\n+       "Egypt                               4.194         0.03260   \\n",\n+       "Yemen                               4.077         0.04367   \\n",\n+       "Angola                              4.033         0.04758   \\n",\n+       "Mali                                3.995         0.05602   \\n",\n+       "Congo (Brazzaville)                 3.989         0.06682   \\n",\n+       "Comoros                             3.956         0.04797   \\n",\n+       "Uganda                              3.931         0.04317   \\n",\n+       "Senegal                             3.904         0.03608   \\n",\n+       "Gabon                               3.896         0.04547   \\n",\n+       "Niger                               3.845         0.03602   \\n",\n+       "Cambodia                            3.819         0.05069   \\n",\n+       "Tanzania                            3.781         0.05061   \\n",\n+       "Madagascar                          3.681         0.03633   \\n",\n+       "Central African Republic            3.678         0.06112   \\n",\n+       "Chad                                3.667         0.03830   \\n",\n+       "Guinea                              3.656         0.03590   \\n",\n+       "Ivory Coast                         3.655         0.05141   \\n",\n+       "Burkina Faso                        3.587         0.04324   \\n",\n+       "Afghanistan                         3.575         0.03084   \\n",\n+       "Rwanda                              3.465         0.03464   \\n",\n+       "Benin                               3.340         0.03656   \\n",\n+       "Syria                               3.006         0.05015   \\n",\n+       "Burundi                             2.905         0.08658   \\n",\n+       "Togo                                2.839         0.06727   \\n",\n        "\\n",\n-       "     Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\\\\n",\n-       "11                    0.86027  0.63376                        0.10583   \\n",\n-       "13                    0.81444  0.48181                        0.21312   \\n",\n-       "15                    0.69702  0.49049                        0.17521   \\n",\n-       "22                    0.72052  0.42908                        0.11069   \\n",\n-       "24                    0.79661  0.54210                        0.09270   \\n",\n-       "26                    0.85857  0.44132                        0.12869   \\n",\n-       "29                    0.78723  0.44974                        0.08484   \\n",\n-       "31                    0.81160  0.60362                        0.24558   \\n",\n-       "32                    0.69077  0.53466                        0.05120   \\n",\n-       "39                    0.60820  0.59657                        0.13633   \\n",\n-       "40                    0.61483  0.55884                        0.01140   \\n",\n-       "41                    0.67737  0.40350                        0.11776   \\n",\n-       "42                    0.64425  0.57733                        0.09472   \\n",\n-       "47                    0.79075  0.48574                        0.18090   \\n",\n-       "50                    0.53920  0.57414                        0.08800   \\n",\n-       "52                    0.66098  0.53899                        0.08242   \\n",\n-       "56                    0.74314  0.55475                        0.19317   \\n",\n-       "57                    0.73017  0.41496                        0.05989   \\n",\n-       "64                    0.68741  0.50442                        0.02299   \\n",\n-       "97                    0.66825  0.57672                        0.14234   \\n",\n-       "104                   0.69510  0.40148                        0.06825   \\n",\n-       "118                   0.38847  0.24425                        0.17175   \\n",\n+       "                          Economy (GDP per Capita)   Family  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Switzerland                                1.39651  1.34951   \\n",\n+       "Iceland                                    1.30232  1.40223   \\n",\n+       "Denmark                                    1.32548  1.36058   \\n",\n+       "Norway                                     1.45900  1.33095   \\n",\n+       "Canada                                     1.32629  1.32261   \\n",\n+       "Finland                                    1.29025  1.31826   \\n",\n+       "Netherlands                                1.32944  1.28017   \\n",\n+       "Sweden                                     1.33171  1.28907   \\n",\n+       "New Zealand                                1.25018  1.31967   \\n",\n+       "Australia                                  1.33358  1.30923   \\n",\n+       "Israel                                     1.22857  1.22393   \\n",\n+       "Costa Rica                                 0.95578  1.23788   \\n",\n+       "Austria                                    1.33723  1.29704   \\n",\n+       "Mexico                                     1.02054  0.91451   \\n",\n+       "United States                              1.39451  1.24711   \\n",\n+       "Brazil                                     0.98124  1.23287   \\n",\n+       "Luxembourg                                 1.56391  1.21963   \\n",\n+       "Ireland                                    1.33596  1.36948   \\n",\n+       "Belgium                                    1.30782  1.28566   \\n",\n+       "United Arab Emirates                       1.42727  1.12575   \\n",\n+       "United Kingdom                             1.26637  1.28548   \\n",\n+       "Oman                                       1.36011  1.08182   \\n",\n+       "Venezuela                                  1.04424  1.25596   \\n",\n+       "Singapore                                  1.52186  1.02000   \\n",\n+       "Panama                                     1.06353  1.19850   \\n",\n+       "Germany                                    1.32792  1.29937   \\n",\n+       "Chile                                      1.10715  1.12447   \\n",\n+       "Qatar                                      1.69042  1.07860   \\n",\n+       "France                                     1.27778  1.26038   \\n",\n+       "Argentina                                  1.05351  1.24823   \\n",\n+       "Czech Republic                             1.17898  1.20643   \\n",\n+       "Uruguay                                    1.06166  1.20890   \\n",\n+       "Colombia                                   0.91861  1.24018   \\n",\n+       "Thailand                                   0.96690  1.26504   \\n",\n+       "Saudi Arabia                               1.39541  1.08393   \\n",\n+       "Spain                                      1.23011  1.31379   \\n",\n+       "Malta                                      1.20740  1.30203   \\n",\n+       "Taiwan                                     1.29098  1.07617   \\n",\n+       "Kuwait                                     1.55422  1.16594   \\n",\n+       "Suriname                                   0.99534  0.97200   \\n",\n+       "Trinidad and Tobago                        1.21183  1.18354   \\n",\n+       "El Salvador                                0.76454  1.02507   \\n",\n+       "Guatemala                                  0.74553  1.04356   \\n",\n+       "Uzbekistan                                 0.63244  1.34043   \\n",\n+       "Slovakia                                   1.16891  1.26999   \\n",\n+       "Japan                                      1.27074  1.25712   \\n",\n+       "South Korea                                1.24461  0.95774   \\n",\n+       "Ecuador                                    0.86402  0.99903   \\n",\n+       "Bahrain                                    1.32376  1.21624   \\n",\n+       "Italy                                      1.25114  1.19777   \\n",\n+       "Bolivia                                    0.68133  0.97841   \\n",\n+       "Moldova                                    0.59448  1.01528   \\n",\n+       "Paraguay                                   0.75985  1.30477   \\n",\n+       "Kazakhstan                                 1.12254  1.12241   \\n",\n+       "Slovenia                                   1.18498  1.27385   \\n",\n+       "Lithuania                                  1.14723  1.25745   \\n",\n+       "Nicaragua                                  0.59325  1.14184   \\n",\n+       "Peru                                       0.90019  0.97459   \\n",\n+       "Belarus                                    1.03192  1.23289   \\n",\n+       "Poland                                     1.12555  1.27948   \\n",\n+       "Malaysia                                   1.12486  1.07023   \\n",\n+       "Croatia                                    1.08254  0.79624   \\n",\n+       "Libya                                      1.13145  1.11862   \\n",\n+       "Russia                                     1.13764  1.23617   \\n",\n+       "Jamaica                                    0.81038  1.15102   \\n",\n+       "North Cyprus                               1.20806  1.07008   \\n",\n+       "Cyprus                                     1.20813  0.89318   \\n",\n+       "Algeria                                    0.93929  1.07772   \\n",\n+       "Kosovo                                     0.80148  0.81198   \\n",\n+       "Turkmenistan                               0.95847  1.22668   \\n",\n+       "Mauritius                                  1.00761  0.98521   \\n",\n+       "Hong Kong                                  1.38604  1.05818   \\n",\n+       "Estonia                                    1.15174  1.22791   \\n",\n+       "Indonesia                                  0.82827  1.08708   \\n",\n+       "Vietnam                                    0.63216  0.91226   \\n",\n+       "Turkey                                     1.06098  0.94632   \\n",\n+       "Kyrgyzstan                                 0.47428  1.15115   \\n",\n+       "Nigeria                                    0.65435  0.90432   \\n",\n+       "Bhutan                                     0.77042  1.10395   \\n",\n+       "Azerbaijan                                 1.02389  0.93793   \\n",\n+       "Pakistan                                   0.59543  0.41411   \\n",\n+       "Jordan                                     0.90198  1.05392   \\n",\n+       "Montenegro                                 0.97438  0.90557   \\n",\n+       "China                                      0.89012  0.94675   \\n",\n+       "Zambia                                     0.47038  0.91612   \\n",\n+       "Romania                                    1.04345  0.88588   \\n",\n+       "Serbia                                     0.92053  1.00964   \\n",\n+       "Portugal                                   1.15991  1.13935   \\n",\n+       "Latvia                                     1.11312  1.09562   \\n",\n+       "Philippines                                0.70532  1.03516   \\n",\n+       "Somaliland region                          0.18847  0.95152   \\n",\n+       "Morocco                                    0.73479  0.64095   \\n",\n+       "Macedonia                                  0.91851  1.00232   \\n",\n+       "Mozambique                                 0.08308  1.02626   \\n",\n+       "Albania                                    0.87867  0.80434   \\n",\n+       "Bosnia and Herzegovina                     0.83223  0.91916   \\n",\n+       "Lesotho                                    0.37545  1.04103   \\n",\n+       "Dominican Republic                         0.89537  1.17202   \\n",\n+       "Laos                                       0.59066  0.73803   \\n",\n+       "Mongolia                                   0.82819  1.30060   \\n",\n+       "Swaziland                                  0.71206  1.07284   \\n",\n+       "Greece                                     1.15406  0.92933   \\n",\n+       "Lebanon                                    1.02564  0.80001   \\n",\n+       "Hungary                                    1.12094  1.20215   \\n",\n+       "Honduras                                   0.59532  0.95348   \\n",\n+       "Tajikistan                                 0.39047  0.85563   \\n",\n+       "Tunisia                                    0.88113  0.60429   \\n",\n+       "Palestinian Territories                    0.59867  0.92558   \\n",\n+       "Bangladesh                                 0.39753  0.43106   \\n",\n+       "Iran                                       1.00880  0.54447   \\n",\n+       "Ukraine                                    0.79907  1.20278   \\n",\n+       "Iraq                                       0.98549  0.81889   \\n",\n+       "South Africa                               0.92049  1.18468   \\n",\n+       "Ghana                                      0.54558  0.67954   \\n",\n+       "Zimbabwe                                   0.27100  1.03276   \\n",\n+       "Liberia                                    0.07120  0.78968   \\n",\n+       "India                                      0.64499  0.38174   \\n",\n+       "Sudan                                      0.52107  1.01404   \\n",\n+       "Haiti                                      0.26673  0.74302   \\n",\n+       "Congo (Kinshasa)                           0.00000  1.00120   \\n",\n+       "Nepal                                      0.35997  0.86449   \\n",\n+       "Ethiopia                                   0.19073  0.60406   \\n",\n+       "Sierra Leone                               0.33024  0.95571   \\n",\n+       "Mauritania                                 0.45407  0.86908   \\n",\n+       "Kenya                                      0.36471  0.99876   \\n",\n+       "Djibouti                                   0.44025  0.59207   \\n",\n+       "Armenia                                    0.76821  0.77711   \\n",\n+       "Botswana                                   0.99355  1.10464   \\n",\n+       "Myanmar                                    0.27108  0.70905   \\n",\n+       "Georgia                                    0.74190  0.38562   \\n",\n+       "Malawi                                     0.01604  0.41134   \\n",\n+       "Sri Lanka                                  0.83524  1.01905   \\n",\n+       "Cameroon                                   0.42250  0.88767   \\n",\n+       "Bulgaria                                   1.01216  1.10614   \\n",\n+       "Egypt                                      0.88180  0.74700   \\n",\n+       "Yemen                                      0.54649  0.68093   \\n",\n+       "Angola                                     0.75778  0.86040   \\n",\n+       "Mali                                       0.26074  1.03526   \\n",\n+       "Congo (Brazzaville)                        0.67866  0.66290   \\n",\n+       "Comoros                                    0.23906  0.79273   \\n",\n+       "Uganda                                     0.21102  1.13299   \\n",\n+       "Senegal                                    0.36498  0.97619   \\n",\n+       "Gabon                                      1.06024  0.90528   \\n",\n+       "Niger                                      0.06940  0.77265   \\n",\n+       "Cambodia                                   0.46038  0.62736   \\n",\n+       "Tanzania                                   0.28520  1.00268   \\n",\n+       "Madagascar                                 0.20824  0.66801   \\n",\n+       "Central African Republic                   0.07850  0.00000   \\n",\n+       "Chad                                       0.34193  0.76062   \\n",\n+       "Guinea                                     0.17417  0.46475   \\n",\n+       "Ivory Coast                                0.46534  0.77115   \\n",\n+       "Burkina Faso                               0.25812  0.85188   \\n",\n+       "Afghanistan                                0.31982  0.30285   \\n",\n+       "Rwanda                                     0.22208  0.77370   \\n",\n+       "Benin                                      0.28665  0.35386   \\n",\n+       "Syria                                      0.66320  0.47489   \\n",\n+       "Burundi                                    0.01530  0.41587   \\n",\n+       "Togo                                       0.20868  0.13995   \\n",\n        "\\n",\n-       "     Generosity  Dystopia Residual  \\n",\n-       "11      0.25497            3.17728  \\n",\n-       "13      0.14074            3.60214  \\n",\n-       "15      0.14574            3.26001  \\n",\n-       "22      0.05841            3.19131  \\n",\n-       "24      0.24434            2.84848  \\n",\n-       "26      0.33363            2.67585  \\n",\n-       "29      0.11451            2.83600  \\n",\n-       "31      0.23240            2.32142  \\n",\n-       "32      0.18401            2.85737  \\n",\n-       "39      0.16991            2.79094  \\n",\n-       "40      0.31844            2.26882  \\n",\n-       "41      0.10692            3.03500  \\n",\n-       "42      0.27489            2.74255  \\n",\n-       "47      0.11541            2.53942  \\n",\n-       "50      0.20536            2.82334  \\n",\n-       "52      0.34240            2.18896  \\n",\n-       "56      0.27815            2.32407  \\n",\n-       "57      0.14982            2.59450  \\n",\n-       "64      0.21230            2.32038  \\n",\n-       "97      0.21684            1.21305  \\n",\n-       "104     0.23027            1.84408  \\n",\n-       "118     0.46187            2.24173  "\n+       "                          Health (Life Expectancy)  Freedom  \\\\\\n",\n+       "Country                                                       \\n",\n+       "Switzerland                                0.94143  0.66557   \\n",\n+       "Iceland                                    0.94784  0.62877   \\n",\n+       "Denmark                                    0.87464  0.64938   \\n",\n+       "Norway                                     0.88521  0.66973   \\n",\n+       "Canada                                     0.90563  0.63297   \\n",\n+       "Finland                                    0.88911  0.64169   \\n",\n+       "Netherlands                                0.89284  0.61576   \\n",\n+       "Sweden                                     0.91087  0.65980   \\n",\n+       "New Zealand                                0.90837  0.63938   \\n",\n+       "Australia                                  0.93156  0.65124   \\n",\n+       "Israel                                     0.91387  0.41319   \\n",\n+       "Costa Rica                                 0.86027  0.63376   \\n",\n+       "Austria                                    0.89042  0.62433   \\n",\n+       "Mexico                                     0.81444  0.48181   \\n",\n+       "United States                              0.86179  0.54604   \\n",\n+       "Brazil                                     0.69702  0.49049   \\n",\n+       "Luxembourg                                 0.91894  0.61583   \\n",\n+       "Ireland                                    0.89533  0.61777   \\n",\n+       "Belgium                                    0.89667  0.58450   \\n",\n+       "United Arab Emirates                       0.80925  0.64157   \\n",\n+       "United Kingdom                             0.90943  0.59625   \\n",\n+       "Oman                                       0.76276  0.63274   \\n",\n+       "Venezuela                                  0.72052  0.42908   \\n",\n+       "Singapore                                  1.02525  0.54252   \\n",\n+       "Panama                                     0.79661  0.54210   \\n",\n+       "Germany                                    0.89186  0.61477   \\n",\n+       "Chile                                      0.85857  0.44132   \\n",\n+       "Qatar                                      0.79733  0.64040   \\n",\n+       "France                                     0.94579  0.55011   \\n",\n+       "Argentina                                  0.78723  0.44974   \\n",\n+       "Czech Republic                             0.84483  0.46364   \\n",\n+       "Uruguay                                    0.81160  0.60362   \\n",\n+       "Colombia                                   0.69077  0.53466   \\n",\n+       "Thailand                                   0.73850  0.55664   \\n",\n+       "Saudi Arabia                               0.72025  0.31048   \\n",\n+       "Spain                                      0.95562  0.45951   \\n",\n+       "Malta                                      0.88721  0.60365   \\n",\n+       "Taiwan                                     0.87530  0.39740   \\n",\n+       "Kuwait                                     0.72492  0.55499   \\n",\n+       "Suriname                                   0.60820  0.59657   \\n",\n+       "Trinidad and Tobago                        0.61483  0.55884   \\n",\n+       "El Salvador                                0.67737  0.40350   \\n",\n+       "Guatemala                                  0.64425  0.57733   \\n",\n+       "Uzbekistan                                 0.59772  0.65821   \\n",\n+       "Slovakia                                   0.78902  0.31751   \\n",\n+       "Japan                                      0.99111  0.49615   \\n",\n+       "South Korea                                0.96538  0.33208   \\n",\n+       "Ecuador                                    0.79075  0.48574   \\n",\n+       "Bahrain                                    0.74716  0.45492   \\n",\n+       "Italy                                      0.95446  0.26236   \\n",\n+       "Bolivia                                    0.53920  0.57414   \\n",\n+       "Moldova                                    0.61826  0.32818   \\n",\n+       "Paraguay                                   0.66098  0.53899   \\n",\n+       "Kazakhstan                                 0.64368  0.51649   \\n",\n+       "Slovenia                                   0.87337  0.60855   \\n",\n+       "Lithuania                                  0.73128  0.21342   \\n",\n+       "Nicaragua                                  0.74314  0.55475   \\n",\n+       "Peru                                       0.73017  0.41496   \\n",\n+       "Belarus                                    0.73608  0.37938   \\n",\n+       "Poland                                     0.77903  0.53122   \\n",\n+       "Malaysia                                   0.72394  0.53024   \\n",\n+       "Croatia                                    0.78805  0.25883   \\n",\n+       "Libya                                      0.70380  0.41668   \\n",\n+       "Russia                                     0.66926  0.36679   \\n",\n+       "Jamaica                                    0.68741  0.50442   \\n",\n+       "North Cyprus                               0.92356  0.49027   \\n",\n+       "Cyprus                                     0.92356  0.40672   \\n",\n+       "Algeria                                    0.61766  0.28579   \\n",\n+       "Kosovo                                     0.63132  0.24749   \\n",\n+       "Turkmenistan                               0.53886  0.47610   \\n",\n+       "Mauritius                                  0.70950  0.56066   \\n",\n+       "Hong Kong                                  1.01328  0.59608   \\n",\n+       "Estonia                                    0.77361  0.44888   \\n",\n+       "Indonesia                                  0.63793  0.46611   \\n",\n+       "Vietnam                                    0.74676  0.59444   \\n",\n+       "Turkey                                     0.73172  0.22815   \\n",\n+       "Kyrgyzstan                                 0.65088  0.43477   \\n",\n+       "Nigeria                                    0.16007  0.34334   \\n",\n+       "Bhutan                                     0.57407  0.53206   \\n",\n+       "Azerbaijan                                 0.64045  0.37030   \\n",\n+       "Pakistan                                   0.51466  0.12102   \\n",\n+       "Jordan                                     0.69639  0.40661   \\n",\n+       "Montenegro                                 0.72521  0.18260   \\n",\n+       "China                                      0.81658  0.51697   \\n",\n+       "Zambia                                     0.29924  0.48827   \\n",\n+       "Romania                                    0.76890  0.35068   \\n",\n+       "Serbia                                     0.74836  0.20107   \\n",\n+       "Portugal                                   0.87519  0.51469   \\n",\n+       "Latvia                                     0.72437  0.29671   \\n",\n+       "Philippines                                0.58114  0.62545   \\n",\n+       "Somaliland region                          0.43873  0.46582   \\n",\n+       "Morocco                                    0.60954  0.41691   \\n",\n+       "Macedonia                                  0.73545  0.33457   \\n",\n+       "Mozambique                                 0.09131  0.34037   \\n",\n+       "Albania                                    0.81325  0.35733   \\n",\n+       "Bosnia and Herzegovina                     0.79081  0.09245   \\n",\n+       "Lesotho                                    0.07612  0.31767   \\n",\n+       "Dominican Republic                         0.66825  0.57672   \\n",\n+       "Laos                                       0.54909  0.59591   \\n",\n+       "Mongolia                                   0.60268  0.43626   \\n",\n+       "Swaziland                                  0.07566  0.30658   \\n",\n+       "Greece                                     0.88213  0.07699   \\n",\n+       "Lebanon                                    0.83947  0.33916   \\n",\n+       "Hungary                                    0.75905  0.32112   \\n",\n+       "Honduras                                   0.69510  0.40148   \\n",\n+       "Tajikistan                                 0.57379  0.47216   \\n",\n+       "Tunisia                                    0.73793  0.26268   \\n",\n+       "Palestinian Territories                    0.66015  0.24499   \\n",\n+       "Bangladesh                                 0.60164  0.40820   \\n",\n+       "Iran                                       0.69805  0.30033   \\n",\n+       "Ukraine                                    0.67390  0.25123   \\n",\n+       "Iraq                                       0.60237  0.00000   \\n",\n+       "South Africa                               0.27688  0.33207   \\n",\n+       "Ghana                                      0.40132  0.42342   \\n",\n+       "Zimbabwe                                   0.33475  0.25861   \\n",\n+       "Liberia                                    0.34201  0.28531   \\n",\n+       "India                                      0.51529  0.39786   \\n",\n+       "Sudan                                      0.36878  0.10081   \\n",\n+       "Haiti                                      0.38847  0.24425   \\n",\n+       "Congo (Kinshasa)                           0.09806  0.22605   \\n",\n+       "Nepal                                      0.56874  0.38282   \\n",\n+       "Ethiopia                                   0.44055  0.43450   \\n",\n+       "Sierra Leone                               0.00000  0.40840   \\n",\n+       "Mauritania                                 0.35874  0.24232   \\n",\n+       "Kenya                                      0.41435  0.42215   \\n",\n+       "Djibouti                                   0.36291  0.46074   \\n",\n+       "Armenia                                    0.72990  0.19847   \\n",\n+       "Botswana                                   0.04776  0.49495   \\n",\n+       "Myanmar                                    0.48246  0.44017   \\n",\n+       "Georgia                                    0.72926  0.40577   \\n",\n+       "Malawi                                     0.22562  0.43054   \\n",\n+       "Sri Lanka                                  0.70806  0.53726   \\n",\n+       "Cameroon                                   0.23402  0.49309   \\n",\n+       "Bulgaria                                   0.76649  0.30587   \\n",\n+       "Egypt                                      0.61712  0.17288   \\n",\n+       "Yemen                                      0.40064  0.35571   \\n",\n+       "Angola                                     0.16683  0.10384   \\n",\n+       "Mali                                       0.20583  0.38857   \\n",\n+       "Congo (Brazzaville)                        0.31051  0.41466   \\n",\n+       "Comoros                                    0.36315  0.22917   \\n",\n+       "Uganda                                     0.33861  0.45727   \\n",\n+       "Senegal                                    0.43540  0.36772   \\n",\n+       "Gabon                                      0.43372  0.31914   \\n",\n+       "Niger                                      0.29707  0.47692   \\n",\n+       "Cambodia                                   0.61114  0.66246   \\n",\n+       "Tanzania                                   0.38215  0.32878   \\n",\n+       "Madagascar                                 0.46721  0.19184   \\n",\n+       "Central African Republic                   0.06699  0.48879   \\n",\n+       "Chad                                       0.15010  0.23501   \\n",\n+       "Guinea                                     0.24009  0.37725   \\n",\n+       "Ivory Coast                                0.15185  0.46866   \\n",\n+       "Burkina Faso                               0.27125  0.39493   \\n",\n+       "Afghanistan                                0.30335  0.23414   \\n",\n+       "Rwanda                                     0.42864  0.59201   \\n",\n+       "Benin                                      0.31910  0.48450   \\n",\n+       "Syria                                      0.72193  0.15684   \\n",\n+       "Burundi                                    0.22396  0.11850   \\n",\n+       "Togo                                       0.28443  0.36453   \\n",\n+       "\\n",\n+       "                          Trust (Government Corruption)  Generosity  \\\\\\n",\n+       "Country                                                               \\n",\n+       "Switzerland                                     0.41978     0.29678   \\n",\n+       "Iceland                                         0.14145     0.43630   \\n",\n+       "Denmark                                         0.48357     0.34139   \\n",\n+       "Norway                                          0.36503     0.34699   \\n",\n+       "Canada                                          0.32957     0.45811   \\n",\n+       "Finland                                         0.41372     0.23351   \\n",\n+       "Netherlands                                     0.31814     0.47610   \\n",\n+       "Sweden                                          0.43844     0.36262   \\n",\n+       "New Zealand                                     0.42922     0.47501   \\n",\n+       "Australia                                       0.35637     0.43562   \\n",\n+       "Israel                                          0.07785     0.33172   \\n",\n+       "Costa Rica                                      0.10583     0.25497   \\n",\n+       "Austria                                         0.18676     0.33088   \\n",\n+       "Mexico                                          0.21312     0.14074   \\n",\n+       "United States                                   0.15890     0.40105   \\n",\n+       "Brazil                                          0.17521     0.14574   \\n",\n+       "Luxembourg                                      0.37798     0.28034   \\n",\n+       "Ireland                                         0.28703     0.45901   \\n",\n+       "Belgium                                         0.22540     0.22250   \\n",\n+       "United Arab Emirates                            0.38583     0.26428   \\n",\n+       "United Kingdom                                  0.32067     0.51912   \\n",\n+       "Oman                                            0.32524     0.21542   \\n",\n+       "Venezuela                                       0.11069     0.05841   \\n",\n+       "Singapore                                       0.49210     0.31105   \\n",\n+       "Panama                                          0.09270     0.24434   \\n",\n+       "Germany                                         0.21843     0.28214   \\n",\n+       "Chile                                           0.12869     0.33363   \\n",\n+       "Qatar                                           0.52208     0.32573   \\n",\n+       "France                                          0.20646     0.12332   \\n",\n+       "Argentina                                       0.08484     0.11451   \\n",\n+       "Czech Republic                                  0.02652     0.10686   \\n",\n+       "Uruguay                                         0.24558     0.23240   \\n",\n+       "Colombia                                        0.05120     0.18401   \\n",\n+       "Thailand                                        0.03187     0.57630   \\n",\n+       "Saudi Arabia                                    0.32524     0.13706   \\n",\n+       "Spain                                           0.06398     0.18227   \\n",\n+       "Malta                                           0.13586     0.51752   \\n",\n+       "Taiwan                                          0.08129     0.25376   \\n",\n+       "Kuwait                                          0.25609     0.16228   \\n",\n+       "Suriname                                        0.13633     0.16991   \\n",\n+       "Trinidad and Tobago                             0.01140     0.31844   \\n",\n+       "El Salvador                                     0.11776     0.10692   \\n",\n+       "Guatemala                                       0.09472     0.27489   \\n",\n+       "Uzbekistan                                      0.30826     0.22837   \\n",\n+       "Slovakia                                        0.03431     0.16893   \\n",\n+       "Japan                                           0.18060     0.10705   \\n",\n+       "South Korea                                     0.07857     0.18557   \\n",\n+       "Ecuador                                         0.18090     0.11541   \\n",\n+       "Bahrain                                         0.30600     0.17362   \\n",\n+       "Italy                                           0.02901     0.22823   \\n",\n+       "Bolivia                                         0.08800     0.20536   \\n",\n+       "Moldova                                         0.01615     0.20951   \\n",\n+       "Paraguay                                        0.08242     0.34240   \\n",\n+       "Kazakhstan                                      0.08454     0.11827   \\n",\n+       "Slovenia                                        0.03787     0.25328   \\n",\n+       "Lithuania                                       0.01031     0.02641   \\n",\n+       "Nicaragua                                       0.19317     0.27815   \\n",\n+       "Peru                                            0.05989     0.14982   \\n",\n+       "Belarus                                         0.19090     0.11046   \\n",\n+       "Poland                                          0.04212     0.16759   \\n",\n+       "Malaysia                                        0.10501     0.33075   \\n",\n+       "Croatia                                         0.02430     0.05444   \\n",\n+       "Libya                                           0.11023     0.18295   \\n",\n+       "Russia                                          0.03005     0.00199   \\n",\n+       "Jamaica                                         0.02299     0.21230   \\n",\n+       "North Cyprus                                    0.14280     0.26169   \\n",\n+       "Cyprus                                          0.06146     0.30638   \\n",\n+       "Algeria                                         0.17383     0.07822   \\n",\n+       "Kosovo                                          0.04741     0.28310   \\n",\n+       "Turkmenistan                                    0.30844     0.16979   \\n",\n+       "Mauritius                                       0.07521     0.37744   \\n",\n+       "Hong Kong                                       0.37124     0.39478   \\n",\n+       "Estonia                                         0.15184     0.08680   \\n",\n+       "Indonesia                                       0.00000     0.51535   \\n",\n+       "Vietnam                                         0.10441     0.16860   \\n",\n+       "Turkey                                          0.15746     0.12253   \\n",\n+       "Kyrgyzstan                                      0.04232     0.30030   \\n",\n+       "Nigeria                                         0.04030     0.27233   \\n",\n+       "Bhutan                                          0.15445     0.47998   \\n",\n+       "Azerbaijan                                      0.16065     0.07799   \\n",\n+       "Pakistan                                        0.10464     0.33671   \\n",\n+       "Jordan                                          0.14293     0.11053   \\n",\n+       "Montenegro                                      0.14296     0.16140   \\n",\n+       "China                                           0.02781     0.08185   \\n",\n+       "Zambia                                          0.12468     0.19591   \\n",\n+       "Romania                                         0.00649     0.13748   \\n",\n+       "Serbia                                          0.02617     0.19231   \\n",\n+       "Portugal                                        0.01078     0.13719   \\n",\n+       "Latvia                                          0.06332     0.18226   \\n",\n+       "Philippines                                     0.12279     0.24991   \\n",\n+       "Somaliland region                               0.39928     0.50318   \\n",\n+       "Morocco                                         0.08546     0.07172   \\n",\n+       "Macedonia                                       0.05327     0.22359   \\n",\n+       "Mozambique                                      0.15603     0.22269   \\n",\n+       "Albania                                         0.06413     0.14272   \\n",\n+       "Bosnia and Herzegovina                          0.00227     0.24808   \\n",\n+       "Lesotho                                         0.12504     0.16388   \\n",\n+       "Dominican Republic                              0.14234     0.21684   \\n",\n+       "Laos                                            0.24249     0.42192   \\n",\n+       "Mongolia                                        0.02666     0.33230   \\n",\n+       "Swaziland                                       0.03060     0.18259   \\n",\n+       "Greece                                          0.01397     0.00000   \\n",\n+       "Lebanon                                         0.04582     0.21854   \\n",\n+       "Hungary                                         0.02758     0.12800   \\n",\n+       "Honduras                                        0.06825     0.23027   \\n",\n+       "Tajikistan                                      0.15072     0.22974   \\n",\n+       "Tunisia                                         0.06358     0.06431   \\n",\n+       "Palestinian Territories                         0.12905     0.11251   \\n",\n+       "Bangladesh                                      0.12569     0.21222   \\n",\n+       "Iran                                            0.05863     0.38086   \\n",\n+       "Ukraine                                         0.02961     0.15275   \\n",\n+       "Iraq                                            0.13788     0.17922   \\n",\n+       "South Africa                                    0.08884     0.11973   \\n",\n+       "Ghana                                           0.04355     0.23087   \\n",\n+       "Zimbabwe                                        0.08079     0.18987   \\n",\n+       "Liberia                                         0.06232     0.24362   \\n",\n+       "India                                           0.08492     0.26475   \\n",\n+       "Sudan                                           0.14660     0.19062   \\n",\n+       "Haiti                                           0.17175     0.46187   \\n",\n+       "Congo (Kinshasa)                                0.07625     0.24834   \\n",\n+       "Nepal                                           0.05907     0.32296   \\n",\n+       "Ethiopia                                        0.15048     0.24325   \\n",\n+       "Sierra Leone                                    0.08786     0.21488   \\n",\n+       "Mauritania                                      0.17461     0.21900   \\n",\n+       "Kenya                                           0.05839     0.37542   \\n",\n+       "Djibouti                                        0.28105     0.18093   \\n",\n+       "Armenia                                         0.03900     0.07855   \\n",\n+       "Botswana                                        0.12474     0.10461   \\n",\n+       "Myanmar                                         0.19034     0.79588   \\n",\n+       "Georgia                                         0.38331     0.05547   \\n",\n+       "Malawi                                          0.06977     0.33128   \\n",\n+       "Sri Lanka                                       0.09179     0.40828   \\n",\n+       "Cameroon                                        0.05786     0.20618   \\n",\n+       "Bulgaria                                        0.00872     0.11921   \\n",\n+       "Egypt                                           0.06324     0.11291   \\n",\n+       "Yemen                                           0.07854     0.09131   \\n",\n+       "Angola                                          0.07122     0.12344   \\n",\n+       "Mali                                            0.12352     0.18798   \\n",\n+       "Congo (Brazzaville)                             0.11686     0.12388   \\n",\n+       "Comoros                                         0.19900     0.17441   \\n",\n+       "Uganda                                          0.07267     0.29066   \\n",\n+       "Senegal                                         0.10713     0.20843   \\n",\n+       "Gabon                                           0.11091     0.06822   \\n",\n+       "Niger                                           0.15639     0.19387   \\n",\n+       "Cambodia                                        0.07247     0.40359   \\n",\n+       "Tanzania                                        0.05747     0.34377   \\n",\n+       "Madagascar                                      0.08124     0.21333   \\n",\n+       "Central African Republic                        0.08289     0.23835   \\n",\n+       "Chad                                            0.05269     0.18386   \\n",\n+       "Guinea                                          0.12139     0.28657   \\n",\n+       "Ivory Coast                                     0.17922     0.20165   \\n",\n+       "Burkina Faso                                    0.12832     0.21747   \\n",\n+       "Afghanistan                                     0.09719     0.36510   \\n",\n+       "Rwanda                                          0.55191     0.22628   \\n",\n+       "Benin                                           0.08010     0.18260   \\n",\n+       "Syria                                           0.18906     0.47179   \\n",\n+       "Burundi                                         0.10062     0.19727   \\n",\n+       "Togo                                            0.10731     0.16681   \\n",\n+       "\\n",\n+       "                          Dystopia Residual  \\n",\n+       "Country                                      \\n",\n+       "Switzerland                         2.51738  \\n",\n+       "Iceland                             2.70201  \\n",\n+       "Denmark                             2.49204  \\n",\n+       "Norway                              2.46531  \\n",\n+       "Canada                              2.45176  \\n",\n+       "Finland                             2.61955  \\n",\n+       "Netherlands                         2.46570  \\n",\n+       "Sweden                              2.37119  \\n",\n+       "New Zealand                         2.26425  \\n",\n+       "Australia                           2.26646  \\n",\n+       "Israel                              3.08854  \\n",\n+       "Costa Rica                          3.17728  \\n",\n+       "Austria                             2.53320  \\n",\n+       "Mexico                              3.60214  \\n",\n+       "United States                       2.51011  \\n",\n+       "Brazil                              3.26001  \\n",\n+       "Luxembourg                          1.96961  \\n",\n+       "Ireland                             1.97570  \\n",\n+       "Belgium                             2.41484  \\n",\n+       "United Arab Emirates                2.24743  \\n",\n+       "United Kingdom                      1.96994  \\n",\n+       "Oman                                2.47489  \\n",\n+       "Venezuela                           3.19131  \\n",\n+       "Singapore                           1.88501  \\n",\n+       "Panama                              2.84848  \\n",\n+       "Germany                             2.11569  \\n",\n+       "Chile                               2.67585  \\n",\n+       "Qatar                               1.55674  \\n",\n+       "France                              2.21126  \\n",\n+       "Argentina                           2.83600  \\n",\n+       "Czech Republic                      2.67782  \\n",\n+       "Uruguay                             2.32142  \\n",\n+       "Colombia                            2.85737  \\n",\n+       "Thailand                            2.31945  \\n",\n+       "Saudi Arabia                        2.43872  \\n",\n+       "Spain                               2.12367  \\n",\n+       "Malta                               1.64880  \\n",\n+       "Taiwan                              2.32323  \\n",\n+       "Kuwait                              1.87634  \\n",\n+       "Suriname                            2.79094  \\n",\n+       "Trinidad and Tobago                 2.26882  \\n",\n+       "El Salvador                         3.03500  \\n",\n+       "Guatemala                           2.74255  \\n",\n+       "Uzbekistan                          2.23741  \\n",\n+       "Slovakia                            2.24639  \\n",\n+       "Japan                               1.68435  \\n",\n+       "South Korea                         2.21978  \\n",\n+       "Ecuador                             2.53942  \\n",\n+       "Bahrain                             1.73797  \\n",\n+       "Italy                               2.02518  \\n",\n+       "Bolivia                             2.82334  \\n",\n+       "Moldova                             3.10712  \\n",\n+       "Paraguay                            2.18896  \\n",\n+       "Kazakhstan                          2.24729  \\n",\n+       "Slovenia                            1.61583  \\n",\n+       "Lithuania                           2.44649  \\n",\n+       "Nicaragua                           2.32407  \\n",\n+       "Peru                                2.59450  \\n",\n+       "Belarus                             2.13090  \\n",\n+       "Poland                              1.86565  \\n",\n+       "Malaysia                            1.88541  \\n",\n+       "Croatia                             2.75414  \\n",\n+       "Libya                               2.09066  \\n",\n+       "Russia                              2.27394  \\n",\n+       "Jamaica                             2.32038  \\n",\n+       "North Cyprus                        1.59888  \\n",\n+       "Cyprus                              1.88931  \\n",\n+       "Algeria                             2.43209  \\n",\n+       "Kosovo                              2.76579  \\n",\n+       "Turkmenistan                        1.86984  \\n",\n+       "Mauritius                           1.76145  \\n",\n+       "Hong Kong                           0.65429  \\n",\n+       "Estonia                             1.58782  \\n",\n+       "Indonesia                           1.86399  \\n",\n+       "Vietnam                             2.20173  \\n",\n+       "Turkey                              2.08528  \\n",\n+       "Kyrgyzstan                          2.23270  \\n",\n+       "Nigeria                             2.89319  \\n",\n+       "Bhutan                              1.63794  \\n",\n+       "Azerbaijan                          2.00073  \\n",\n+       "Pakistan                            3.10709  \\n",\n+       "Jordan                              1.87996  \\n",\n+       "Montenegro                          2.10017  \\n",\n+       "China                               1.86040  \\n",\n+       "Zambia                              2.63430  \\n",\n+       "Romania                             1.93129  \\n",\n+       "Serbia                              2.02500  \\n",\n+       "Portugal                            1.26462  \\n",\n+       "Latvia                              1.62215  \\n",\n+       "Philippines                         1.75360  \\n",\n+       "Somaliland region                   2.11032  \\n",\n+       "Morocco                             2.45373  \\n",\n+       "Macedonia                           1.73933  \\n",\n+       "Mozambique                          3.05137  \\n",\n+       "Albania                             1.89894  \\n",\n+       "Bosnia and Herzegovina              2.06367  \\n",\n+       "Lesotho                             2.79832  \\n",\n+       "Dominican Republic                  1.21305  \\n",\n+       "Laos                                1.73799  \\n",\n+       "Mongolia                            1.34759  \\n",\n+       "Swaziland                           2.48676  \\n",\n+       "Greece                              1.80101  \\n",\n+       "Lebanon                             1.57059  \\n",\n+       "Hungary                             1.24074  \\n",\n+       "Honduras                            1.84408  \\n",\n+       "Tajikistan                          2.11399  \\n",\n+       "Tunisia                             2.12466  \\n",\n+       "Palestinian Territories             2.04384  \\n",\n+       "Bangladesh                          2.51767  \\n",\n+       "Iran                                1.69440  \\n",\n+       "Ukraine                             1.57140  \\n",\n+       "Iraq                                1.95335  \\n",\n+       "South Africa                        1.71956  \\n",\n+       "Ghana                               2.30919  \\n",\n+       "Zimbabwe                            2.44191  \\n",\n+       "Liberia                             2.77729  \\n",\n+       "India                               2.27513  \\n",\n+       "Sudan                               2.20857  \\n",\n+       "Haiti                               2.24173  \\n",\n+       "Congo (Kinshasa)                    2.86712  \\n",\n+       "Nepal                               1.95637  \\n",\n+       "Ethiopia                            2.44876  \\n",\n+       "Sierra Leone                        2.51009  \\n",\n+       "Mauritania                          2.11773  \\n",\n+       "Kenya                               1.78555  \\n",\n+       "Djibouti                            2.05125  \\n",\n+       "Armenia                             1.75873  \\n",\n+       "Botswana                            1.46181  \\n",\n+       "Myanmar                             1.41805  \\n",\n+       "Georgia                             1.59541  \\n",\n+       "Malawi                              2.80791  \\n",\n+       "Sri Lanka                           0.67108  \\n",\n+       "Cameroon                            1.95071  \\n",\n+       "Bulgaria                            0.89991  \\n",\n+       "Egypt                               1.59927  \\n",\n+       "Yemen                               1.92313  \\n",\n+       "Angola                              1.94939  \\n",\n+       "Mali                                1.79293  \\n",\n+       "Congo (Brazzaville)                 1.68135  \\n",\n+       "Comoros                             1.95812  \\n",\n+       "Uganda                              1.42766  \\n",\n+       "Senegal                             1.44395  \\n",\n+       "Gabon                               0.99895  \\n",\n+       "Niger                               1.87877  \\n",\n+       "Cambodia                            0.98195  \\n",\n+       "Tanzania                            1.38079  \\n",\n+       "Madagascar                          1.85100  \\n",\n+       "Central African Republic            2.72230  \\n",\n+       "Chad                                1.94296  \\n",\n+       "Guinea                              1.99172  \\n",\n+       "Ivory Coast                         1.41723  \\n",\n+       "Burkina Faso                        1.46494  \\n",\n+       "Afghanistan                         1.95210  \\n",\n+       "Rwanda                              0.67042  \\n",\n+       "Benin                               1.63328  \\n",\n+       "Syria                               0.32858  \\n",\n+       "Burundi                             1.83302  \\n",\n+       "Togo                                1.56726  "\n       ]\n      },\n-     "execution_count": 5,\n+     "execution_count": 20,\n      "metadata": {},\n      "output_type": "execute_result"\n     }\n    ],\n    "source": [\n-    "df[df[\\"Region\\"] == \\"Latin America and Caribbean\\"]"\n+    "df"\n    ]\n   },\n+  {\n+   "cell_type": "code",\n+   "execution_count": null,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": []\n+  },\n+  {\n+   "cell_type": "code",\n+   "execution_count": null,\n+   "metadata": {\n+    "collapsed": false,\n+    "inputHidden": false,\n+    "outputHidden": false\n+   },\n+   "outputs": [],\n+   "source": []\n+  },\n   {\n    "cell_type": "code",\n    "execution_count": null,\n@@ -960,10 +8135,10 @@\n    "name": "python",\n    "nbconvert_exporter": "python",\n    "pygments_lexer": "ipython3",\n-   "version": "3.6.5"\n+   "version": "3.6.1"\n   },\n   "nteract": {\n-   "version": "nteract-on-jupyter@1.6.1"\n+   "version": "nteract-on-jupyter@1.7.0"\n   }\n  },\n  "nbformat": 4,\n', 'addition_count': 7377, 'deletion_count': 202, 'src_file': 'a/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb', 'tgt_file': 'b/applications/jupyter-extension/nteract_on_jupyter/are-you-happy-now.ipynb', 'file_extension': '.ipynb', 'before_file': '{\n "cells": [\n  {\n   "cell_type": "code",\n   "execution_count": 2,\n   "metadata": {},\n   "outputs": [],\n   "source": [\n    "import pandas as pd\\n",\n    "pd.options.display.html.table_schema = True\\n",\n    "pd.options.display.max_rows = None"\n   ]\n  },\n  {\n   "cell_type": "code",\n   "execution_count": 3,\n   "metadata": {\n    "collapsed": false,\n    "inputHidden": false,\n    "outputHidden": false\n   },\n   "outputs": [],\n   "source": [\n    "df = pd.read_csv(\\"https://gist.githubusercontent.com/rgbkrk/a7984a8788a73e2afb8fd4b89c8ec6de/raw/db8d1db9f878ed448c3cac3eb3c9c0dc5e80891e/2015.csv\\")"\n   ]\n  },\n  {\n   "cell_type": "code",\n   "execution_count": 4,\n   "metadata": {\n    "collapsed": false,\n    "inputHidden": false,\n    "outputExpanded": true,\n    "outputHidden": false\n   },\n   "outputs": [\n    {\n     "data": {\n      "text/plain": [\n       "array([\'Western Europe\', \'North America\', \'Australia and New Zealand\',\\n",\n       "       \'Middle East and Northern Africa\', \'Latin America and Caribbean\',\\n",\n       "       \'Southeastern Asia\', \'Central and Eastern Europe\', \'Eastern Asia\',\\n",\n       "       \'Sub-Saharan Africa\', \'Southern Asia\'], dtype=object)"\n      ]\n     },\n     "execution_count": 4,\n     "metadata": {},\n     "output_type": "execute_result"\n    }\n   ],\n   "source": [\n    "df[\\"Region\\"].unique()"\n   ]\n  },\n  {\n   "cell_type": "code",\n   "execution_count": 5,\n   "metadata": {\n    "collapsed": false,\n    "inputHidden": false,\n    "outputHidden": false\n   },\n   "outputs": [\n    {\n     "data": {\n      "application/vnd.dataresource+json": {\n       "data": [\n        {\n         "Country": "Costa Rica",\n         "Dystopia Residual": 3.17728,\n         "Health (Life Expectancy)": 0.86027,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04454,\n         "Trust (Government Corruption)": 0.10583,\n         "index": 11\n        },\n        {\n         "Country": "Mexico",\n         "Health (Life Expectancy)": 0.81444,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04176,\n         "Trust (Government Corruption)": 0.21312,\n         "index": 13\n        },\n        {\n         "Country": "Brazil",\n         "Health (Life Expectancy)": 0.69702,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04076,\n         "Trust (Government Corruption)": 0.17521,\n         "index": 15\n        },\n        {\n         "Country": "Venezuela",\n         "Health (Life Expectancy)": 0.72052,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.06476,\n         "Trust (Government Corruption)": 0.11069,\n         "index": 22\n        },\n        {\n         "Country": "Panama",\n         "Health (Life Expectancy)": 0.79661,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.0491,\n         "Trust (Government Corruption)": 0.0927,\n         "index": 24\n        },\n        {\n         "Country": "Chile",\n         "Health (Life Expectancy)": 0.85857,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.058,\n         "Trust (Government Corruption)": 0.12869,\n         "index": 26\n        },\n        {\n         "Country": "Argentina",\n         "Health (Life Expectancy)": 0.78723,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04612,\n         "Trust (Government Corruption)": 0.08484,\n         "index": 29\n        },\n        {\n         "Country": "Uruguay",\n         "Health (Life Expectancy)": 0.8116,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04539,\n         "Trust (Government Corruption)": 0.24558,\n         "index": 31\n        },\n        {\n         "Country": "Colombia",\n         "Health (Life Expectancy)": 0.69077,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05051,\n         "Trust (Government Corruption)": 0.0512,\n         "index": 32\n        },\n        {\n         "Country": "Suriname",\n         "Health (Life Expectancy)": 0.6082,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.09811,\n         "Trust (Government Corruption)": 0.13633,\n         "index": 39\n        },\n        {\n         "Country": "Trinidad and Tobago",\n         "Health (Life Expectancy)": 0.61483,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.10895,\n         "Trust (Government Corruption)": 0.0114,\n         "index": 40\n        },\n        {\n         "Country": "El Salvador",\n         "Health (Life Expectancy)": 0.67737,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05618,\n         "Trust (Government Corruption)": 0.11776,\n         "index": 41\n        },\n        {\n         "Country": "Guatemala",\n         "Health (Life Expectancy)": 0.64425,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05224,\n         "Trust (Government Corruption)": 0.09472,\n         "index": 42\n        },\n        {\n         "Country": "Ecuador",\n         "Health (Life Expectancy)": 0.79075,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04528,\n         "Trust (Government Corruption)": 0.1809,\n         "index": 47\n        },\n        {\n         "Country": "Bolivia",\n         "Health (Life Expectancy)": 0.5392,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05642,\n         "Trust (Government Corruption)": 0.088,\n         "index": 50\n        },\n        {\n         "Country": "Paraguay",\n         "Health (Life Expectancy)": 0.66098,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04563,\n         "Trust (Government Corruption)": 0.08242,\n         "index": 52\n        },\n        {\n         "Country": "Nicaragua",\n         "Health (Life Expectancy)": 0.74314,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05371,\n         "Trust (Government Corruption)": 0.19317,\n         "index": 56\n        },\n        {\n         "Country": "Peru",\n         "Health (Life Expectancy)": 0.73017,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.04615,\n         "Trust (Government Corruption)": 0.05989,\n         "index": 57\n        },\n        {\n         "Country": "Jamaica",\n         "Health (Life Expectancy)": 0.68741,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.13693,\n         "Trust (Government Corruption)": 0.02299,\n         "index": 64\n        },\n        {\n         "Country": "Dominican Republic",\n         "Health (Life Expectancy)": 0.66825,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.07446,\n         "Trust (Government Corruption)": 0.14234,\n         "index": 97\n        },\n        {\n         "Country": "Honduras",\n         "Health (Life Expectancy)": 0.6951,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.05648,\n         "Trust (Government Corruption)": 0.06825,\n         "index": 104\n        },\n        {\n         "Country": "Haiti",\n         "Health (Life Expectancy)": 0.38847,\n         "Region": "Latin America and Caribbean",\n         "Standard Error": 0.07331,\n         "Trust (Government Corruption)": 0.17175,\n         "index": 118\n        }\n       ],\n       "schema": {\n        "fields": [\n         {\n          "name": "index",\n          "type": "integer"\n         },\n         {\n          "name": "Country",\n          "type": "string"\n        ],\n        "pandas_version": "0.20.0",\n        "primaryKey": [\n         "index"\n        ]\n       }\n      },\n      "text/html": [\n       "<div>\\n",\n       "<style scoped>\\n",\n       "    .dataframe tbody tr th:only-of-type {\\n",\n       "        vertical-align: middle;\\n",\n       "    }\\n",\n       "\\n",\n       "    .dataframe tbody tr th {\\n",\n       "        vertical-align: top;\\n",\n       "    }\\n",\n       "\\n",\n       "    .dataframe thead th {\\n",\n       "        text-align: right;\\n",\n       "    }\\n",\n       "</style>\\n",\n       "<table border=\\"1\\" class=\\"dataframe\\">\\n",\n       "  <thead>\\n",\n       "    <tr style=\\"text-align: right;\\">\\n",\n       "      <th></th>\\n",\n       "      <th>Country</th>\\n",\n       "      <th>Region</th>\\n",\n       "      <th>Happiness Rank</th>\\n",\n       "      <th>Happiness Score</th>\\n",\n       "      <th>Generosity</th>\\n",\n       "      <th>Dystopia Residual</th>\\n",\n       "    </tr>\\n",\n       "  </thead>\\n",\n       "  <tbody>\\n",\n       "    <tr>\\n",\n       "      <th>11</th>\\n",\n       "      <td>Costa Rica</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>12</td>\\n",\n       "      <td>7.226</td>\\n",\n       "      <td>3.17728</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>13</th>\\n",\n       "      <td>Mexico</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>14</td>\\n",\n       "      <td>7.187</td>\\n",\n       "      <td>3.60214</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>15</th>\\n",\n       "      <td>Brazil</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>16</td>\\n",\n       "      <td>6.983</td>\\n",\n       "      <td>3.26001</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>22</th>\\n",\n       "      <td>Venezuela</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>23</td>\\n",\n       "      <td>6.810</td>\\n",\n       "      <td>3.19131</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>24</th>\\n",\n       "      <td>Panama</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>25</td>\\n",\n       "      <td>6.786</td>\\n",\n       "      <td>2.84848</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>26</th>\\n",\n       "      <td>Chile</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>27</td>\\n",\n       "      <td>6.670</td>\\n",\n       "      <td>2.67585</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>29</th>\\n",\n       "      <td>Argentina</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>30</td>\\n",\n       "      <td>6.574</td>\\n",\n       "      <td>2.83600</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>31</th>\\n",\n       "      <td>Uruguay</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>32</td>\\n",\n       "      <td>6.485</td>\\n",\n       "      <td>2.32142</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>32</th>\\n",\n       "      <td>Colombia</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>33</td>\\n",\n       "      <td>6.477</td>\\n",\n       "      <td>2.85737</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>39</th>\\n",\n       "      <td>Suriname</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>40</td>\\n",\n       "      <td>6.269</td>\\n",\n       "      <td>2.79094</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>40</th>\\n",\n       "      <td>Trinidad and Tobago</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>41</td>\\n",\n       "      <td>6.168</td>\\n",\n       "      <td>2.26882</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>41</th>\\n",\n       "      <td>El Salvador</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>42</td>\\n",\n       "      <td>6.130</td>\\n",\n       "      <td>3.03500</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>42</th>\\n",\n       "      <td>Guatemala</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>43</td>\\n",\n       "      <td>6.123</td>\\n",\n       "      <td>2.74255</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>47</th>\\n",\n       "      <td>Ecuador</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>48</td>\\n",\n       "      <td>5.975</td>\\n",\n       "      <td>2.53942</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>50</th>\\n",\n       "      <td>Bolivia</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>51</td>\\n",\n       "      <td>5.890</td>\\n",\n       "      <td>2.82334</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>52</th>\\n",\n       "      <td>Paraguay</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>53</td>\\n",\n       "      <td>5.878</td>\\n",\n       "      <td>2.18896</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>56</th>\\n",\n       "      <td>Nicaragua</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>57</td>\\n",\n       "      <td>5.828</td>\\n",\n       "      <td>2.32407</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>57</th>\\n",\n       "      <td>Peru</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>58</td>\\n",\n       "      <td>5.824</td>\\n",\n       "      <td>2.59450</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>64</th>\\n",\n       "      <td>Jamaica</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>65</td>\\n",\n       "      <td>5.709</td>\\n",\n       "      <td>2.32038</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>97</th>\\n",\n       "      <td>Dominican Republic</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>98</td>\\n",\n       "      <td>4.885</td>\\n",\n       "      <td>1.21305</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>104</th>\\n",\n       "      <td>Honduras</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>105</td>\\n",\n       "      <td>4.788</td>\\n",\n       "      <td>1.84408</td>\\n",\n       "    </tr>\\n",\n       "    <tr>\\n",\n       "      <th>118</th>\\n",\n       "      <td>Haiti</td>\\n",\n       "      <td>Latin America and Caribbean</td>\\n",\n       "      <td>119</td>\\n",\n       "      <td>4.518</td>\\n",\n       "      <td>0.46187</td>\\n",\n       "      <td>2.24173</td>\\n",\n       "    </tr>\\n",\n       "  </tbody>\\n",\n       "</table>\\n",\n       "</div>"\n      ],\n      "text/plain": [\n       "                 Country                       Region  Happiness Rank  \\\\\\n",\n       "11            Costa Rica  Latin America and Caribbean              12   \\n",\n       "13                Mexico  Latin America and Caribbean              14   \\n",\n       "15                Brazil  Latin America and Caribbean              16   \\n",\n       "22             Venezuela  Latin America and Caribbean              23   \\n",\n       "24                Panama  Latin America and Caribbean              25   \\n",\n       "26                 Chile  Latin America and Caribbean              27   \\n",\n       "29             Argentina  Latin America and Caribbean              30   \\n",\n       "31               Uruguay  Latin America and Caribbean              32   \\n",\n       "32              Colombia  Latin America and Caribbean              33   \\n",\n       "39              Suriname  Latin America and Caribbean              40   \\n",\n       "40   Trinidad and Tobago  Latin America and Caribbean              41   \\n",\n       "41           El Salvador  Latin America and Caribbean              42   \\n",\n       "42             Guatemala  Latin America and Caribbean              43   \\n",\n       "47               Ecuador  Latin America and Caribbean              48   \\n",\n       "50               Bolivia  Latin America and Caribbean              51   \\n",\n       "52              Paraguay  Latin America and Caribbean              53   \\n",\n       "56             Nicaragua  Latin America and Caribbean              57   \\n",\n       "57                  Peru  Latin America and Caribbean              58   \\n",\n       "64               Jamaica  Latin America and Caribbean              65   \\n",\n       "97    Dominican Republic  Latin America and Caribbean              98   \\n",\n       "104             Honduras  Latin America and Caribbean             105   \\n",\n       "118                Haiti  Latin America and Caribbean             119   \\n",\n       "\\n",\n       "     Happiness Score  Standard Error  Economy (GDP per Capita)   Family  \\\\\\n",\n       "11             7.226         0.04454                   0.95578  1.23788   \\n",\n       "13             7.187         0.04176                   1.02054  0.91451   \\n",\n       "15             6.983         0.04076                   0.98124  1.23287   \\n",\n       "22             6.810         0.06476                   1.04424  1.25596   \\n",\n       "24             6.786         0.04910                   1.06353  1.19850   \\n",\n       "26             6.670         0.05800                   1.10715  1.12447   \\n",\n       "29             6.574         0.04612                   1.05351  1.24823   \\n",\n       "31             6.485         0.04539                   1.06166  1.20890   \\n",\n       "32             6.477         0.05051                   0.91861  1.24018   \\n",\n       "39             6.269         0.09811                   0.99534  0.97200   \\n",\n       "40             6.168         0.10895                   1.21183  1.18354   \\n",\n       "41             6.130         0.05618                   0.76454  1.02507   \\n",\n       "42             6.123         0.05224                   0.74553  1.04356   \\n",\n       "47             5.975         0.04528                   0.86402  0.99903   \\n",\n       "50             5.890         0.05642                   0.68133  0.97841   \\n",\n       "52             5.878         0.04563                   0.75985  1.30477   \\n",\n       "56             5.828         0.05371                   0.59325  1.14184   \\n",\n       "57             5.824         0.04615                   0.90019  0.97459   \\n",\n       "64             5.709         0.13693                   0.81038  1.15102   \\n",\n       "97             4.885         0.07446                   0.89537  1.17202   \\n",\n       "104            4.788         0.05648                   0.59532  0.95348   \\n",\n       "118            4.518         0.07331                   0.26673  0.74302   \\n",\n       "\\n",\n       "     Health (Life Expectancy)  Freedom  Trust (Government Corruption)  \\\\\\n",\n       "11                    0.86027  0.63376                        0.10583   \\n",\n       "13                    0.81444  0.48181                        0.21312   \\n",\n       "15                    0.69702  0.49049                        0.17521   \\n",\n       "22                    0.72052  0.42908                        0.11069   \\n",\n       "24                    0.79661  0.54210                        0.09270   \\n",\n       "26                    0.85857  0.44132                        0.12869   \\n",\n       "29                    0.78723  0.44974                        0.08484   \\n",\n       "31                    0.81160  0.60362                        0.24558   \\n",\n       "32                    0.69077  0.53466                        0.05120   \\n",\n       "39                    0.60820  0.59657                        0.13633   \\n",\n       "40                    0.61483  0.55884                        0.01140   \\n",\n       "41                    0.67737  0.40350                        0.11776   \\n",\n       "42                    0.64425  0.57733                        0.09472   \\n",\n       "47                    0.79075  0.48574                        0.18090   \\n",\n       "50                    0.53920  0.57414                        0.08800   \\n",\n       "52                    0.66098  0.53899                        0.08242   \\n",\n       "56                    0.74314  0.55475                        0.19317   \\n",\n       "57                    0.73017  0.41496                        0.05989   \\n",\n       "64                    0.68741  0.50442                        0.02299   \\n",\n       "97                    0.66825  0.57672                        0.14234   \\n",\n       "104                   0.69510  0.40148                        0.06825   \\n",\n       "118                   0.38847  0.24425                        0.17175   \\n",\n       "\\n",\n       "     Generosity  Dystopia Residual  \\n",\n       "11      0.25497            3.17728  \\n",\n       "13      0.14074            3.60214  \\n",\n       "15      0.14574            3.26001  \\n",\n       "22      0.05841            3.19131  \\n",\n       "24      0.24434            2.84848  \\n",\n       "26      0.33363            2.67585  \\n",\n       "29      0.11451            2.83600  \\n",\n       "31      0.23240            2.32142  \\n",\n       "32      0.18401            2.85737  \\n",\n       "39      0.16991            2.79094  \\n",\n       "40      0.31844            2.26882  \\n",\n       "41      0.10692            3.03500  \\n",\n       "42      0.27489            2.74255  \\n",\n       "47      0.11541            2.53942  \\n",\n       "50      0.20536            2.82334  \\n",\n       "52      0.34240            2.18896  \\n",\n       "56      0.27815            2.32407  \\n",\n       "57      0.14982            2.59450  \\n",\n       "64      0.21230            2.32038  \\n",\n       "97      0.21684            1.21305  \\n",\n       "104     0.23027            1.84408  \\n",\n       "118     0.46187            2.24173  "\n      ]\n     },\n     "execution_count": 5,\n     "metadata": {},\n     "output_type": "execute_result"\n    }\n   ],\n   "source": [\n    "df[df[\\"Region\\"] == \\"Latin America and Caribbean\\"]"\n   ]\n  },\n  {\n   "cell_type": "code",\n   "execution_count": null,\n   "name": "python",\n   "nbconvert_exporter": "python",\n   "pygments_lexer": "ipython3",\n   "version": "3.6.5"\n  },\n  "nteract": {\n   "version": "nteract-on-jupyter@1.6.1"\n  }\n },\n "nbformat": 4,\n', 'message': 'Fix labels and update select behavior\n', 'author_name': 'Elijah Meeks', 'lang': 'ipynb'}